feat(armada): tidal→tracks tooling — locate-matrix, sample TF-IDF, pydantic models, master EDL

First versioned import of L'Armada (media/marketing toolbox) plus this session's
tidalcycles→tracks tooling work. Audio kept out of git (armada/.gitignore).

Tooling:
- tools/sample_tfidf.py — sample TF-IDF over the local .tidal corpus (772 docs).
  Vocabulary = local Dirt-Samples folder names (custom packs symlinked in);
  sound-context extraction (s/sound/#) so mininotation booleans don't pollute.
  Derives discriminative samples: PunkAChien = vec1_acid(df18)+cpluck(df23);
  jungle_breaks(df78) is common filler. → sample_tfidf.json (validated).
- armada/tide-table/models.py — shared pydantic v2 models: Provenance, LocateCell,
  MasterEDL/MasterEdit, TfidfReport. Typed, JSON in/out, provenance-carrying.
- armada/tide-table/locate-matrix.md + build_track_recording_map.py — L0 metadata
  map (site tracklists × take_gig_map), canonical track id = .tidal path.
- armada/tide-table/seed_edl_take89.py + master_edl_take89.json — PLN's phone+
  WH-1000XM5 resplit review as 9 typed edits (3 bad_cut = detector ground-truth).
- armada/serve.py — Range-capable LAN static server for phone audition.
- armada/ui/ — Vite+React+TS+Tailwind Judge pilot (Ship's Bridge design system);
  PRODUCT.md + DESIGN.md design language.

Correction captured: the "Hamburg PunkAChien" was a misID (Insouciance→Liquid
Finale @ 39C3); real 38C3 PunkAChien = Take35 (pending ear-verify). meth_bass/d6
silence is a controller-ergonomics artifact, not a track tell — dropped as a
fingerprint feature. See performance_notes.md, tasks/010 + 011.

armada/.gitignore

+# L'Armada — keep audio + build artifacts out of git (text/code/data only).
+
+# Audio (stems, masters, fragments, proxies, mixes) — large, regenerable from source.
+*.flac
+*.wav
+*.mp3
+*.aif
+*.aiff
+*.m4a
+*.ogg
+*.opus
+
+# Audio working dirs (belt-and-suspenders)
+tide-table/punkachien/stems/
+tide-table/punkachien/hamburg_stems/
+tide-table/punkachien/masters/
+tide-table/punkachien/frags/
+
+# Python
+__pycache__/
+*.pyc
+
+# Node / Vite (also covered by ui/.gitignore)
+ui/node_modules/
+ui/dist/
+*.log
+
+# Playwright screenshots / scratch
+ui/screenshots/
+*.tmp

armada/DESIGN.md

+---
+name: L'Armada
+description: Instrument-grade dark UI for the ParVagues catalog & mastering toolbox — the ship's bridge.
+colors:
+  # Brand (from the ParVagues site: styles/globals.css) — reserved, not data
+  brand-magenta: "#d900ff"
+  brand-magenta-low: "#a700d1"
+  brand-magenta-deep: "#8900b3"
+  # Surfaces (tonal layering, dark)
+  surface: "#0a0a0a"
+  surface-raised: "#111111"
+  surface-overlay: "#171717"
+  hairline: "#ffffff1f"
+  # Ink
+  ink: "#e8e8ea"
+  ink-muted: "#9a9aa0"
+  ink-faint: "#6a6a70"
+  # Role families (orbit register groups) — always paired with label + glyph + lane
+  role-percs: "#ff8c00"
+  role-bass: "#7c5cff"
+  role-melodic: "#36c5f0"
+  role-tops: "#2dd4bf"
+  role-atmos: "#8a93a6"
+  role-vox: "#ff3d7b"
+  # Lifecycle status — always paired with a glyph
+  status-idea: "#737373"
+  status-wip: "#e0a82e"
+  status-ready: "#5bc091"
+  status-released: "#d900ff"
+  status-blocked: "#ff5252"
+  status-archived: "#4a4a4a"
+typography:
+  display:
+    fontFamily: "Geist, Inter, system-ui, sans-serif"
+    fontSize: "clamp(1.5rem, 3vw, 2.25rem)"
+    fontWeight: 600
+    lineHeight: 1.1
+    letterSpacing: "-0.02em"
+  title:
+    fontFamily: "Geist, Inter, system-ui, sans-serif"
+    fontSize: "1.125rem"
+    fontWeight: 600
+    lineHeight: 1.25
+    letterSpacing: "-0.01em"
+  body:
+    fontFamily: "Geist, Inter, system-ui, sans-serif"
+    fontSize: "0.9375rem"
+    fontWeight: 400
+    lineHeight: 1.5
+    letterSpacing: "normal"
+  label:
+    fontFamily: "Geist, Inter, system-ui, sans-serif"
+    fontSize: "0.75rem"
+    fontWeight: 500
+    lineHeight: 1.2
+    letterSpacing: "0.01em"
+  data:
+    fontFamily: "Geist Mono, ui-monospace, SFMono-Regular, monospace"
+    fontSize: "0.8125rem"
+    fontWeight: 500
+    lineHeight: 1.2
+    letterSpacing: "normal"
+rounded:
+  sm: "4px"
+  md: "6px"
+  lg: "10px"
+  full: "999px"
+spacing:
+  xs: "4px"
+  sm: "8px"
+  md: "12px"
+  lg: "16px"
+  xl: "24px"
+  xxl: "32px"
+components:
+  button-primary:
+    backgroundColor: "{colors.ink}"
+    textColor: "{colors.surface}"
+    rounded: "{rounded.md}"
+    padding: "8px 16px"
+    typography: "{typography.label}"
+  button-ghost:
+    backgroundColor: "{colors.surface-raised}"
+    textColor: "{colors.ink}"
+    rounded: "{rounded.md}"
+    padding: "8px 16px"
+    typography: "{typography.label}"
+  button-accent:
+    backgroundColor: "{colors.brand-magenta}"
+    textColor: "{colors.surface}"
+    rounded: "{rounded.md}"
+    padding: "8px 16px"
+    typography: "{typography.label}"
+  role-pill:
+    backgroundColor: "{colors.surface-raised}"
+    textColor: "{colors.ink}"
+    rounded: "{rounded.full}"
+    padding: "2px 8px"
+    typography: "{typography.label}"
+  status-chip:
+    backgroundColor: "{colors.surface-raised}"
+    textColor: "{colors.ink-muted}"
+    rounded: "{rounded.sm}"
+    padding: "2px 6px"
+    typography: "{typography.label}"
+  meter-readout:
+    backgroundColor: "{colors.surface}"
+    textColor: "{colors.ink}"
+    rounded: "{rounded.sm}"
+    padding: "2px 6px"
+    typography: "{typography.data}"
+---
+
+# Design System: L'Armada
+
+## 1. Overview
+
+**Creative North Star: "The Ship's Bridge"**
+
+L'Armada's tools are the bridge of a ship: a calm command station where the operator
+reads the sea-state at a glance and acts with confidence. Instruments are dark, exact,
+and always-on — charts, meters, signal flags. Nothing shouts; the important thing is
+that every reading is *honest*, because decisions (ship this take, cut here, this master
+wins) ride on it. The ParVagues glitch DNA is the occasional signal flare, not the
+wallpaper: a flash of brand magenta on the *now*, an earned bit of motion. It earns its
+place or it's cut.
+
+The system is built for **one expert user, listening while reading**, often for hours on
+a studio monitor and sometimes glancing at a phone over LAN. So the eye is the *second*
+channel to the ear: the screen confirms and directs, it never competes. Density is
+welcome — this is product UI, not a landing page — but density without noise. Two layout
+laws follow from this: a **persistent instrument rail** (transport, the orbit-group rail,
+identity + calibration, loudness) that never moves, and a **mode-aware workspace** whose
+emphasis shifts through the mastering arc — *Audition → Judge → Cut → Decide* — surfacing
+spectral detail, A/B diff, boundary tools, or ship controls only when that task is live.
+Calm at rest; detail on demand.
+
+This system explicitly rejects: SaaS-cream landing slop (gradient text, glassmorphism,
+hero-metric templates, per-section uppercase eyebrows), skeuomorphic plugin chrome
+(fake-metal knobs, brushed-aluminium bezels, faux-3D), and the generic Bootstrap
+dashboard (blue primary buttons, endless identical card grids, no point of view). The
+reference feel is **Linear / Vercel** restraint, **Grafana** observatory data-viz for the
+timelines and heatmaps, and **Ableton** dark studio precision.
+
+**Key Characteristics:**
+- Dark tonal surfaces, hairline borders, flat — no decorative shadows.
+- One grotesk (Geist) for everything human; one mono (Geist Mono) for *data only* —
+  meters, timecodes, orbit IDs, LUFS. Mono is the instrument readout, never the body.
+- A single semantic vocabulary — role families, lifecycle status, takes, gigs — reused in
+  every tool, so learning one instrument teaches them all.
+- Color always reinforces a label/glyph/position; never the only signal.
+- Brand magenta is rare by law (the One Voice Rule) — it marks the *now* and the brand.
+
+## 2. Colors
+
+A near-black bridge lit by instrument colors: a deep dark base, a disciplined set of
+**role-family hues** for orbit/register encoding, a muted **lifecycle** scale, and a
+single reserved **brand magenta**.
+
+### Primary
+- **Brand Magenta** (#d900ff, ramp #a700d1 → #8900b3): The ParVagues signal. Reserved
+  for the *now* (playhead / active marker), the single most important action on a screen,
+  and "released" lifecycle. Its rarity is the meaning — see the One Voice Rule.
+
+### Secondary — Role Families (the orbit-register vocabulary)
+Each orbit is placed in a **measured** register family (by spectral centroid /
+fundamental, never by sample name). Same hue across every tool. Always shown *with* the
+family label + a glyph + its lane position, so hue is reinforcement, not the only signal.
+- **Percs** (#ff8c00, ▰): kicks, snares, hats, percussion — transient, warm.
+- **Bass** (#7c5cff, ▂): sub, acid, reese/wobble, bass-spine plucks — low, deep.
+- **Melodic** (#36c5f0, ♪): leads, keys, riffs, plucks in the high register — bright.
+- **Tops** (#2dd4bf, ≈): breaks, chops, texture loops — busy, mid-high.
+- **Atmos** (#8a93a6, ◌): pads, drones, ambient, fx — diffuse, background.
+- **Vox** (#ff3d7b, ◍): vocal samples and chops — human, forward.
+
+### Tertiary — Lifecycle Status
+For catalog / triage / release tools. Muted by default; always carries a glyph.
+- **Idea / raw** (#737373, ·) · **WIP** (#e0a82e, ◐) · **Ready / mastered** (#5bc091, ●)
+  · **Released** (#d900ff, ★) · **Blocked** (#ff5252, ✕) · **Archived** (#4a4a4a, ▢).
+
+### Neutral
+- **Surface** (#0a0a0a): the bridge floor — app background.
+- **Surface Raised** (#111111): panels, the instrument rail, cards.
+- **Surface Overlay** (#171717): dialogs, popovers, menus.
+- **Hairline** (#ffffff1f): borders and dividers — structure by line, not by shadow.
+- **Ink** (#e8e8ea): body and primary text. **Ink Muted** (#9a9aa0): secondary/labels.
+  **Ink Faint** (#6a6a70): disabled, watermarks, axis ticks.
+
+### Named Rules
+- **The One Voice Rule.** Brand magenta covers ≤10% of any screen. It is the *now* and the
+  brand and the single primary action — nothing else. If two things are magenta, one is wrong.
+- **The Never-Hue-Alone Rule.** Every role / status / identity is carried by label + glyph
+  + position, with color as reinforcement. The UI must stay fully legible in greyscale.
+- **The Measured-Register Rule.** An orbit's family comes from analysis (centroid /
+  fundamental / band energy), never from the sample's name. The map is per-track.
+- **The Calm Default Rule.** A view at rest shows only the persistent instruments. Spectral
+  detail, boundary tools, provenance, and A/B diff surface on task, hover, or mode — then recede.
+
+## 3. Typography
+
+**Display / Body Font:** Geist (with Inter, system-ui fallback) — a neutral modern
+grotesk, the Linear/Vercel register. One family, hierarchy by scale + weight.
+**Data / Mono Font:** Geist Mono (with ui-monospace fallback) — *only* for instrument
+readouts: timecodes, LUFS, dBFS, Hz, orbit IDs, take IDs. Tabular, so digits don't jitter
+as they update. Using mono for data (not for prose) gives the instrument-grade read
+without tipping into terminal-cosplay.
+
+- Scale ratio ≥1.25 between steps; hierarchy through weight contrast, not many sizes.
+- Body line length capped 65–75ch in any prose (notes, descriptions).
+- `text-wrap: balance` on titles. No all-caps body; uppercase only on short ≤4-word labels.
+- Numeric readouts use `font-variant-numeric: tabular-nums`.
+
+## 4. Elevation
+
+**Flat, with tonal layering.** Depth is communicated by surface tone (#0a0a0a → #111111 →
+#171717) and hairline borders, not by ambient shadows. This matches the Ableton/Linear
+posture and keeps the bridge calm.
+
+- The persistent instrument rail sits on `surface-raised` with a single hairline edge.
+- **Shadows are structural only**, never decorative: a real overlay that floats above the
+  app (dialog, popover, the section-edit menu) gets one soft shadow to signal "this is
+  detached." Inline cards and panels get a hairline, no shadow.
+- Semantic z-index scale (never arbitrary 9999): `base → rail → sticky-ruler →
+  popover → modal-backdrop → modal → toast → tooltip`.
+
+## 5. Components
+
+Variants are sibling keys (`button-primary`, `button-primary-hover`). Shadows, focus
+rings, and motion live in prose / the CSS layer, not the 8-prop token schema.
+
+- **Buttons.** `button-primary` = bright ink fill on dark (the Linear "white button"),
+  for the main affordance per view. `button-ghost` = raised surface + hairline, for
+  secondary actions. `button-accent` = brand magenta, used at most once per view for the
+  single most consequential action (ship, commit cut). Focus: 2px magenta ring at low
+  alpha, offset 2px. Hover: one tonal step lighter. All have a `prefers-reduced-motion`
+  instant state.
+- **Role Pill.** `[glyph] LABEL ·NN` — family glyph, family label, orbit number in mono.
+  Background = surface-raised; the family hue is a 2px left-inset tick + the glyph color
+  (never a full side-stripe border — see Don'ts). Used in the orbit-group rail and anywhere
+  an orbit is named.
+- **Status Chip.** `[glyph] label` in lifecycle color over surface-raised. Catalog/triage.
+- **Meter.** Horizontal or vertical bar + a mono readout (`-9.0 LUFS`). The bar fills in
+  ink; target/ceiling marks are hairlines; over-target is the one place `status-blocked`
+  red is allowed inline. Momentary value animates, the numeral updates ≤10/s.
+- **Orbit-Group Rail.** The signature instrument. Five labeled lanes (Percs · Bass ·
+  Melodic · Tops · Atmos; Vox folds into Melodic's stack when present). Each lane holds the
+  role-pills of the orbits *active in the current track*, lit at the playhead by their RMS.
+  This is the per-track "what's sounding now," grouped by measured register.
+- **Waveform + Regions.** Built on wavesurfer.js v7: waveform in ink-faint, played portion
+  in ink, playhead in brand magenta. **Regions = sections** (draggable/resizable, labelled,
+  loopable) and **boundary markers** (a region with zero width). Styled via `::part()`.
+- **Stem-Map Cell.** Heatmap unit: role-family hue at an alpha driven by RMS; time on X,
+  orbit/lane on Y. Greyscale-legible via intensity; hue is the family reinforcement.
+- **Transport.** Play/pause (Space), seek (click waveform), loop region, ±boundary step.
+  Always present, bottom of the instrument rail.
+
+**Layout & motion (folded here per spec):** persistent left/bottom instrument rail +
+mode-aware workspace. Flexbox for 1D rails, Grid for the 2D stem-map. Responsive without
+breakpoints where possible (`minmax`). Motion is ease-out (quart/expo), short (≤200ms),
+and reserved for state changes that need tracking (a region snapping, a value settling, a
+panel surfacing). No bounce, no elastic, no entrance-animation reflex. Every motion has a
+reduced-motion fallback (crossfade or instant).
+
+## 6. Do's and Don'ts
+
+**Do**
+- Keep the four bridge instruments (transport, orbit-rail, identity+calibration, loudness)
+  visible at all times; let everything else surface by mode.
+- Pair every color with a label/glyph/position. Test the UI in greyscale.
+- Derive an orbit's register family from analysis, per track. Show the calibration/
+  provenance badge so the operator can trust the time-base.
+- Use mono for numbers, the grotesk for words. Tabular numerals on anything that updates.
+- Reserve magenta for the *now*, the brand, and one primary action.
+
+**Don't**
+- ❌ **Side-stripe borders** (`border-left` >1px as a colored accent). Use a 2px inset tick,
+  a background tint, or the glyph instead.
+- ❌ **Gradient text**, **glassmorphism**, **hero-metric templates**, **per-section uppercase
+  eyebrows**, **numbered section scaffolding** (01/02/03). These are the generated-look tells.
+- ❌ Skeuomorphic knobs/bezels or fake-3D. Meters are flat bars; controls are flat.
+- ❌ Identical card grids as a default layout. Cards only when they're the right affordance;
+  never nested.
+- ❌ Light-gray body text "for elegance." Body ink stays ≥4.5:1 on its surface.
+- ❌ Color as the only carrier of meaning. ❌ Motion without a reduced-motion fallback.
+- ❌ Em dashes in UI copy; buttons are verb + object ("Commit cut", not "OK").

armada/PRODUCT.md

+# Product
+
+## Register
+
+product
+
+## Users
+
+A single user: **PLN / ParVagues** — a TidalCycles livecoder, performer, and
+producer running his own salvage-and-release operation ("L'Armada"). Expert in the
+domain (knows every orbit, sample, gig, and take); not here to be onboarded, here to
+**get audio and catalog work done fast**. Context of use: long focused sessions at a
+studio monitor in dim light, plus quick checks on a phone over LAN (auditioning a
+master, validating a cut). Often listening *while* reading the screen — the eyes are
+a second channel to the ears, never the main event.
+
+## Product Purpose
+
+A fleet of **internal instruments** for the ParVagues catalog: mastering A/B judges,
+stem-map / boundary validators, triage and comparison screens, distribution and gig
+ledgers. They turn analysis data (orbit activity, loudness, spectra, boundaries,
+provenance) into something the ear and eye can **trust and act on**. Success = PLN
+reaches a confident decision (ship this take, cut here, this master wins) faster, and
+the tools never mislead him about what the data actually says. These are workbenches,
+not a storefront; the public face is the separate ParVagues site.
+
+## Brand Personality
+
+**Calm, precise, quietly alive.** Instrument-grade trust first: legible meters, honest
+markers, nothing shouting. Low cognitive load is the default state. ParVagues' glitch /
+livecoding DNA shows up only where there's aesthetic room — a small, earned, playful
+moment, never decoration that costs legibility. Voice: terse, specific, a maker talking
+to himself. (Note: avoid leaning into literal terminal-cosplay — it reads as gimmick.)
+
+## Anti-references
+
+- **SaaS-cream landing slop** — hero-metric templates, gradient text, glassmorphism,
+  tiny uppercase eyebrows, the generated-look impeccable bans. This is product UI.
+- **Skeuomorphic plugin chrome** — fake-metal knobs, brushed-aluminium bezels, faux-3D.
+- **Generic Bootstrap dashboard** — default components, blue primary buttons, endless
+  identical card grids, no point of view.
+- Consumer music-app gloss (Spotify/Apple-Music shine) is *not a goal* but not forbidden.
+- Reference feel to aim at instead: **Linear / Vercel** product minimalism, **Grafana**-ish
+  observatory data-viz for the timeline/heatmap work, **Ableton** dark studio precision.
+
+## Design Principles
+
+1. **Trust the instrument.** Every meter, number, and marker is honest and traceable.
+   Surface calibration and provenance; never imply more certainty than the data has.
+   (A 75-second time-base bug once hid behind a confident-looking UI — never again.)
+2. **The ear leads, the screen serves.** Quiet by default; show what's relevant at the
+   playhead and get out of the way. The tool must never compete with the audio for
+   attention.
+3. **One language across the fleet.** Samples, orbits, roles, gigs, takes, and lifecycle
+   states share a single visual + semantic vocabulary, reused in every tool — learn one
+   instrument and you can read them all. Low cognitive load is a *system* property.
+4. **Encode meaning redundantly.** Identity and state are carried by label + shape +
+   position, with color as reinforcement. Never hue alone — it keeps the dense role-coding
+   legible and colour-blind safe by construction.
+5. **Glitch with intent.** ParVagues character appears in small, deliberate moments
+   (motion, texture, a flash of the brand magenta). If a flourish costs a millisecond of
+   reading speed, it's cut.
+
+## Accessibility & Inclusion
+
+Single-user tool — optimize for PLN's screens (studio monitor + phone) rather than broad
+WCAG certification, but keep two disciplines non-negotiable because they also make the
+tools *better*:
+- **Never hue alone.** Role / orbit / state / lifecycle always pair color with a label,
+  glyph, or position. (Principle 4.)
+- **Readable contrast.** Body text ≥4.5:1; no light-gray-for-elegance; must hold up on a
+  dim monitor and a phone in daylight.
+- **Reduced motion honored.** Every animation has a `prefers-reduced-motion` fallback.

armada/README.md

+# ⛵ L'Armada ParVagues
+
+Media-management & marketing toolbox for ParVagues — *map the Land, then make the most of it.*
+
+Tooling lives here (versioned in the Tidal repo, like the visualizer & mastering
+chain). The **data root** is the freebox `Prod/` archive
+(`/mnt/freebox/PLN/Work/Sound/Prod`, canonical — fuller than the local mirror).
+The **gig/setlist data** already lives in the ParVagues site
+(`~/Work/Web/www/next/content/lives/` + `tracks.json` + `ontology/events.yaml`).
+
+## The fleet — naming chart 🌊
+
+| Module | Codename | Full title | Role | Phase |
+|---|---|---|---|---|
+| Catalog | `tide-table` | *Table des Vagues* | source of truth: every asset & its lifecycle state | **1** |
+| Distribution | `manifeste` | — | cargo manifest + manifesto: what ships to which DSP (the RouteNote question) | **1** |
+| Gigs / network / pricing | `escales` | — | port calls: pricing-calibration ledger + flotille graph | seed now |
+| Diffusion / social | `sémaphore` | *Sémaphore des Ondes* (`ondin`) | POSSE multiplex: post once → IG/Mastodon/Bluesky/… | 2 |
+| Vitrine / blog | `phare` | — | lighthouse showcase + content blog (folds into existing site) | later |
+
+## Mental models
+
+- **Catalog = inventory with lifecycle states.** Each track: `idea → demo →
+  performed → recorded → mastered → released-where`. Everything hangs off this.
+- **Frontlist vs back-catalog.** New drops buy attention; back-catalog earns the
+  long tail. Cadence = steady frontlist + resurfaced backlist.
+- **Each platform has a *job*.** SC = community/discovery · Bandcamp = superfans +
+  ownership · Spotify/DSPs = passive discovery + legitimacy · YouTube =
+  longform/SEO/visuals · IG = top-of-funnel · archive.org = preservation.
+- **Owned vs rented audience.** Social is rented (algorithm-gated); site / email /
+  Bandcamp followers are owned. Convert rented → owned.
+- **POSSE** (Publish on Own Site, Syndicate Elsewhere) — `sémaphore`'s design target.
+- **Flotilla growth.** The network of budding artists is the #1 growth engine —
+  grow by sailing together, not by shouting louder. → `escales` flotille graph.
+
+## North star (next ~6 months)
+
+Reach + legitimacy + **gig opportunities** > superfans > "fair" revenue.
+Revenue is *not* a target; fair-pay calibration (don't lose gigs to mis-pricing)
+*is*. Audience: worldwide glitch/ambient/jungle/liquid/abstract electronic, FR **and** JP.
+Content marketing the craft (sample selection, demucs sampling, Tidal sequencing,
+performance) as long-form → atomized posts.
+
+## Data sources to chart
+
+- `Prod/` archive — ~25 project dirs, ~500 audio files, 60 Audacity projects
+- Screen-rec pile — 45 MKVs (2025-01 → 2025-12)
+- Site — ~35 lives (2022–2026) + setlists + events ontology
+- External — SoundCloud, Bandcamp, YouTube, archive.org, Spotify/DSPs, IG reels
+- Phone / audience / DJ-desk recordings
+
+See `../CLAUDE.md` and the task board for the working backlog.

armada/escales/.gitignore

+# Private pricing/quote data — never commit fees.
+escales.yaml
+*.private.yaml

armada/escales/README.md

+# escales · gigs / network / pricing
+
+*Port calls — each gig is a stopover; each owes a* droit de port *(harbor due = your fee).*
+
+**Not a booking app — strategic memory** that compounds into two payoffs:
+
+1. **Pricing oracle.** Log every inquiry's *droit de port*: `{org, type, region,
+   fee_asked, outcome}`. After ~a dozen entries it stops being a diary and starts
+   answering "what should I ask for a venue like this, here?" The recent
+   *"went with the house DJ for budget"* decline is data point #1 — calibrate, don't sting.
+2. **Flotille graph.** The network of budding artists = the #1 growth engine. Track
+   collabs ↔ gigs ↔ who-opened-which-door in [`flotille.yaml`](flotille.yaml).
+
+## Relationship to the site (don't duplicate)
+
+The ParVagues site already holds the gig map:
+`~/Work/Web/www/next/content/lives/{year}/{slug}.md` (+ `tracks.json` setlists +
+`ontology/events.yaml`). `escales` is a **sidecar keyed by gig slug** that adds only
+what the site lacks and shouldn't publish:
+
+- **`fee_asked` / `outcome`** — PRIVATE. → `escales.yaml` is **gitignored**.
+- **`real_gig`** — in-person/public/bookable vs stream/online/corporate (needs PLN's call).
+- **`coplayers`** — who else was on the bill → flotille edges.
+
+## Gig enrichment (scanner, TODO)
+
+For each gig, fetch from its event page (`ctaURL` / poster URLs):
+- **poster / flyer images** → reuse in site media & `phare`
+- **co-artists / lineup** → flotille graph
+- **venue, time, organizer** → confirm/enrich ontology
+Store images under the site's `public/images/parvagues/lives/{year}/{slug}/`.
+Respect source terms; cache locally; PLN confirms which gigs to enrich.
+
+## Files
+
+- `escales.example.yaml` — committed schema/template (anonymized).
+- `escales.yaml` — **gitignored**, real ledger incl. private fees.
+- `flotille.yaml` — committed network graph (collaborators are already public).

armada/escales/escales.example.yaml

+# escales — port-call ledger (TEMPLATE, committed; real data lives in escales.yaml, gitignored)
+#
+# Keyed by site gig slug where one exists (content/lives/{year}/{slug}.md).
+# Inquiries that never happened (declined/pending) have no site slug — give them a local id.
+
+port_calls:
+  # --- a booked, played gig (mirrors a site live) ---
+  - slug: cosmicfest              # matches content/lives/2025/cosmicfest.md
+    date: "2025-06-21"
+    event: cosmicfest             # ontology key
+    kind: in-person               # in-person | stream | corporate | unknown
+    real_gig: true                # public/bookable? PLN confirms
+    region: FR
+    venue: "Labenne"
+    fee_asked: null               # PRIVATE — fill in escales.yaml only
+    fee_currency: EUR
+    outcome: played               # played | booked@X | declined:<reason> | pending | free
+    coplayers: []                 # flotille refs
+    via: null                     # who connected you (flotille ref)
+    poster: null                  # fetched flyer path
+    notes: ""
+
+  # --- an inquiry that fell through (pricing-calibration data point) ---
+  - id: q-2026-XX-houseDJ
+    date: "2026-XX-XX"
+    event: null
+    kind: in-person
+    real_gig: true
+    region: FR
+    venue: "<org/venue>"
+    fee_asked: null               # the ask that was 'too much'
+    fee_currency: EUR
+    outcome: "declined:budget-went-with-house-DJ"
+    coplayers: []
+    via: null
+    notes: "Calibration: asked too high for this org's budget — anchor lower next time."

armada/escales/flotille.yaml

+# flotille — collaborators network. DEPRIORITISED for now.
+# PLN: none of the backlog [name] tags are real collabs worth listing yet.
+# The ONLY real artist-collaboration so far is Baba (no joint release yet — coming).
+# "Which artists were on the bill with me" is a SEPARATE, later study (gig co-players ≠ collabs).
+# Sampled voices/characters are NOT collaborators. Beware false positives (nova = Novation controller).
+
+collaborators:
+  - id: baba
+    name: "Baba"
+    relationship: collab
+    repo: "live/baba/"
+    status: "no joint release yet — planned"
+    notes: "The one real artist collaboration so far."
+
+# ---- below: NOT confirmed collaborators; parked for a later 'network' study ----
+
+gig_coplayers:        # artists who shared a bill — study later, not collabs
+  cosmicfest_2026: ["Hugo (guitar)", "Flo (downtempo)", "@marion.lhn (dnb DJ)", "Kevin & Pipou (visuals)"]
+  # extract more from site lives when/if we study the network
+
+sample_sources:       # sampled voices/characters — people NOT worked with
+  - "bogdan_grime ('I'm from Cardiff!')"
+  # backlog [Louis]/[Julien]/[Val]/[Nass] tags are unconfirmed — ignore for now
+
+owned_events:         # PLN-(co)organised — owned nodes, still useful
+  - id: cosmicfest
+    name: "CosmicFest"
+    location: "Labenne Océan, FR"
+    landing: "https://me.nech.pl/cosmicfest"
+    editions: [{v: v0, date: "2025-06-21"}, {v: v1, dates: "2026-08-21/23"}]
+    notes: "Friends weekend; seed for a recurring festival."

armada/manifeste/README.md

+# manifeste · distribution
+
+*The cargo manifest (what ships to which DSP) — and the manifesto.*
+
+Full 2026 research: [`research-2026-distribution.md`](research-2026-distribution.md).
+
+## Decision (2026-06)
+
+RouteNote is **"milking but not moving"** — confirmed. Still distributes & pays,
+but ~3–4+ week moderation, thin support, Trustpilot 3.3/5, and account-freeze
+risk. It advances neither reach nor legitimacy (our top priorities).
+
+**Subscription-free stack** (no DistroKid/TuneCore-classic tax):
+
+| Layer | Tool | Why |
+|---|---|---|
+| DSP distribution | **CD Baby** | one-time/release ($9.99 single / $14.99 album), keep **91%**, stays up forever, reaches JP (AWA/LINE/KKBOX) |
+| Superfans / ownership / gig funding | **Bandcamp** | 15%/10% cut, 0% on 8 Bandcamp Fridays, daily Stripe payouts, human-only AI policy (on-brand) |
+| Community / discovery | **SoundCloud** | keep as scene hub + FPR engine; paid tier optional, **not** the distributor (it's a sub) |
+| Japan push (optional) | **TuneCore Japan** | Believe subsidiary (French!), dominant inside JP; per-release annual, so JP-campaign-only |
+
+**Rights to register** (money most indies leave on the table): **SACEM**
+(authorship) + **ADAMI/SPEDIDAM** (performer) + **SCPP or SPPF** (producer —
+you self-produce). Watch **CNM** *musiques actuelles* mobility/export aid for touring.
+
+## Migration off RouteNote (no gap, low risk)
+
+1. Export RouteNote catalog, UPCs/**ISRCs**, earnings; withdraw balance >$50.
+2. Register rights (SACEM + neighbouring-rights) — distributor-independent.
+3. Open **Bandcamp**, upload catalog immediately (additive, instant).
+4. Set up **CD Baby**, re-deliver release-by-release, **reuse existing ISRCs** so
+   stream history/links don't fragment; newest/most-streamed first.
+5. Once a release is confirmed live on CD Baby, **take it down from RouteNote**
+   (avoid DSP duplicate-delivery flags). Migrate one at a time.
+6. SoundCloud unaffected throughout.
+7. Reassess in 12 mo: ~50k monthly listeners → apply **AWAL**; JP traction →
+   **TuneCore Japan** + bilingual metadata.
+
+## Next
+
+Feeds off `tide-table` gap analysis → drives the **release manifeste** (task #8):
+which catalog tracks ship where, in what order (frontlist + back-catalog interleave).

armada/manifeste/calendar.md

+# Release Calendar — the manifeste (v2: live-staples first)
+
+## Confirmed direction (PLN, 2026-06-05)
+- **LEAD SINGLE: PunkAChien** 🔥 — long-awaited "fire night track", joins *Nuit Agitée*'s vibe.
+  Ship take = **Montreuil split** (`Montreuil26_master/tracks_bandcamp/09-PunkAChien.flac`,
+  4:48, 192 kHz → master to 44.1/−14 LUFS). Alt takes: Live@Hamburg (39C3), NouveauPunk (Opal).
+- **Also ship as singles** (capture forgotten gold + expected bangers): Contre Visite,
+  It's About Time, Sunny Side Up. **Long run: release everything.**
+- Take-sourcing notes:
+  - ⚠️ **Contre Visite** — no clean Prod recording; **extract from an Algolia set stem (2022–24)**.
+  - **Sunny Side Up** (light-sample, "single-and-pray") — pick: CosmicFest vs Montreuil "Super".
+  - **It's About Time** — `AboutTime_Take1` vs `ItsAboutTime_take1_raw`.
+  - Sample-heavy (clear or accept risk): **Techno Orage**, **La Révolution Sera Samplée**.
+
+
+**Priority = tracks you actually play live and haven't released** (2024–2026), ranked
+by how many setlists they appear in. NOT the weak 2020 standalone uploads. Source:
+aggregated site setlists (23 gigs) + Montreuil/CosmicFest splits, minus released
+(Apple∪Deezer, aka-aware).
+
+Sourcing: most staples already have a recording in a recent **set stem-export**
+(Ardour Takes, e.g. CosmicFest=Take70, Montreuil=Take89) or a **Prod split**
+(`Montreuil26_master/tracks_bandcamp/` already holds PunkAChien, Take5Drops, Super
+Sunny Side Up, Desire, …). So: pick best source → tidal-ears master → ship.
+
+## The 12 (proven set staples)
+
+| # | Single | live plays | source / note |
+|--:|---|--:|---|
+| 1 | **Contre Visite** | 9 | most-played unreleased — flagship relaunch |
+| 2 | **Sunny Side Up** | 9 | (Montreuil has "Super Sunny Side Up" variant) |
+| 3 | **Salut Nu** | 8 | Audacity project `SalutNu_r1` exists |
+| 4 | **Invoque l'Été** | 7 | → **August** drop, ties CosmicFest v1 ☀️ |
+| 5 | **Permanence** | 7 | |
+| 6 | **Something about Drums** | 5 | (Prod `SomethingAboutDnb`) |
+| 7 | **Venons Ensemble** | 5 | on CF Bandcamp, not DSP single (come_* sample pack) |
+| 8 | **Bain Électrique** | 4 | on CF Bandcamp, not DSP single |
+| 9 | **PunkAChien** | 4 | Montreuil split FLAC ready |
+| 10 | **Premier Septembre** (=Sept1) | 3 | → **September** 🍂; collab (Rhadamanthe) → split |
+| 11 | **Acidulé** | 3 | |
+| 12 | **Piment Brésilien** | 3 | Montreuil split ready; summery |
+
+## Pool (next tier, played 2–3×)
+Nightly Repair · It's About Time · Quand on Décolle · Lady Perplexity · Orage / Techno
+Orage · Take 5 Drops · Aria Sans Serif · You My Sunshine · Desire · La Révolution Sera
+Samplée · Premiere Grillade · Break Dynasty · Nass Revient de Mars · Love First · Ère de Jeu …
+
+## Seasonal garnish (slot where it fits, don't force)
+Invoque l'Été → Aug · Premier Septembre → Sep · Orage → autumn · summer bangers → Jul/Aug.
+
+## Per-release pipeline
+best recording (set stem / Prod split / Audacity) → **tidal-ears master** (−14 stream /
+−9 club) → artwork → **CD Baby (DSP) + Bandcamp** (prefer a BC Friday) → keep SC →
+**announce via sémaphore** + a sampling/sequencing content post.
+
+## Flags
+- **aka-dedup (already released, exclude):** Blue Gold = L'Or Bleu · JeuDrill = Jeudi Drill.
+- **collabs → Soundrop split + flotille:** Premier Septembre, Faith in Bass, Liquid Finale.
+- Many staples live *inside sets* → depend on set-splitting (#18) for clean masters,
+  unless a Prod split / standalone already exists.
+- Confirm the 12 with PLN before committing — readiness (does a clean master exist?)
+  may reorder them.

armada/manifeste/compare.html

+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<title>L'Armada · Distribution Compass 2026</title>
+<style>
+  :root{
+    --abyss:#06121c; --deep:#0b2233; --sea:#103a52; --foam:#7fe3d4; --foam2:#39c2b0;
+    --sun:#ffd27a; --coral:#ff7a6b; --ink:#dff1f5; --mute:#8fb3c0; --line:#1d4358;
+    --good:#46d39a; --bad:#ff6b6b; --warn:#ffc24d;
+  }
+  *{box-sizing:border-box}
+  body{
+    margin:0; font:16px/1.55 -apple-system,BlinkMacSystemFont,"Segoe UI",Roboto,Helvetica,Arial,sans-serif;
+    color:var(--ink);
+    background:
+      radial-gradient(1200px 600px at 80% -10%, rgba(127,227,212,.10), transparent 60%),
+      radial-gradient(900px 500px at 0% 0%, rgba(255,210,122,.06), transparent 55%),
+      linear-gradient(180deg,var(--abyss),#04222e 60%,#02161f);
+    min-height:100vh;
+  }
+  .wrap{max-width:1180px;margin:0 auto;padding:32px 20px 80px}
+  header h1{font-size:clamp(26px,4vw,40px);margin:0 0 6px;letter-spacing:.5px}
+  header h1 .em{color:var(--foam)}
+  .sub{color:var(--mute);margin:0 0 4px}
+  .pill{display:inline-block;font-size:12px;color:var(--abyss);background:var(--foam);
+    border-radius:999px;padding:2px 10px;font-weight:700;letter-spacing:.4px}
+  .insight{
+    margin:24px 0;padding:16px 18px;border-left:3px solid var(--sun);
+    background:linear-gradient(90deg,rgba(255,210,122,.10),transparent);border-radius:0 10px 10px 0}
+  .insight b{color:var(--sun)}
+  h2{font-size:14px;text-transform:uppercase;letter-spacing:2px;color:var(--mute);margin:34px 0 12px}
+  /* priorities */
+  .prios{display:flex;flex-wrap:wrap;gap:10px}
+  .chip{cursor:pointer;user-select:none;border:1px solid var(--line);background:var(--deep);
+    border-radius:10px;padding:8px 12px;display:flex;align-items:center;gap:8px;transition:.15s}
+  .chip:hover{border-color:var(--foam2)}
+  .chip .w{font-size:11px;font-weight:800;letter-spacing:.5px;padding:1px 7px;border-radius:6px;background:#0a2c3c;color:var(--mute)}
+  .chip[data-w="1"]{border-color:var(--foam2)}
+  .chip[data-w="1"] .w{background:var(--foam2);color:var(--abyss)}
+  .chip[data-w="2"]{border-color:var(--sun);box-shadow:0 0 0 1px rgba(255,210,122,.25) inset}
+  .chip[data-w="2"] .w{background:var(--sun);color:var(--abyss)}
+  .hint{color:var(--mute);font-size:13px;margin:8px 0 0}
+  /* cards */
+  .grid{display:grid;grid-template-columns:repeat(auto-fit,minmax(255px,1fr));gap:16px;margin-top:14px}
+  .card{background:linear-gradient(180deg,var(--deep),#08202e);border:1px solid var(--line);
+    border-radius:16px;padding:18px;display:flex;flex-direction:column;gap:10px;position:relative;overflow:hidden}
+  .card.lead{border-color:var(--foam)}
+  .badge{position:absolute;top:0;right:0;font-size:10px;font-weight:800;letter-spacing:.6px;
+    background:var(--foam);color:var(--abyss);padding:3px 10px;border-radius:0 0 0 10px}
+  .card h3{margin:0;font-size:20px}
+  .role{color:var(--foam);font-size:12.5px;font-weight:600;min-height:32px}
+  .meta{display:flex;gap:14px;flex-wrap:wrap;font-size:12.5px;color:var(--mute)}
+  .meta b{color:var(--ink);font-weight:700}
+  .fit{margin:2px 0}
+  .fit .bar{height:10px;border-radius:6px;background:#0a2c3c;overflow:hidden}
+  .fit .bar i{display:block;height:100%;border-radius:6px;
+    background:linear-gradient(90deg,var(--foam2),var(--foam));transition:width .35s}
+  .fit .lab{display:flex;justify-content:space-between;font-size:11px;color:var(--mute);margin-bottom:4px}
+  .fit .lab b{color:var(--foam)}
+  ul{margin:6px 0 0;padding:0;list-style:none;font-size:13px}
+  ul li{padding-left:18px;position:relative;margin:3px 0}
+  ul.pro li::before{content:"▲";color:var(--good);position:absolute;left:0;font-size:9px;top:4px}
+  ul.con li::before{content:"▼";color:var(--bad);position:absolute;left:0;font-size:9px;top:4px}
+  .verdict{margin-top:auto;font-size:12.5px;color:var(--ink);background:#0a2c3c;border-radius:8px;padding:8px 10px;border:1px solid var(--line)}
+  /* stack */
+  .stack{margin-top:18px;background:linear-gradient(135deg,rgba(127,227,212,.10),rgba(255,210,122,.06));
+    border:1px solid var(--foam2);border-radius:16px;padding:18px}
+  .stack h3{margin:0 0 10px;font-size:16px;color:var(--foam)}
+  .layers{display:grid;grid-template-columns:repeat(auto-fit,minmax(200px,1fr));gap:10px}
+  .layer{background:var(--deep);border:1px solid var(--line);border-radius:12px;padding:12px}
+  .layer .l{font-size:11px;letter-spacing:1px;text-transform:uppercase;color:var(--mute)}
+  .layer .n{font-weight:800;font-size:17px;margin:2px 0}
+  .layer .d{font-size:12.5px;color:var(--mute)}
+  footer{margin-top:40px;color:var(--mute);font-size:12px;border-top:1px solid var(--line);padding-top:16px}
+  footer a{color:var(--foam2)}
+  .reset{cursor:pointer;color:var(--foam2);font-size:12px;border:1px solid var(--line);background:transparent;
+    border-radius:8px;padding:4px 10px;margin-left:8px}
+</style>
+</head>
+<body>
+<div class="wrap">
+  <header>
+    <span class="pill">⛵ L'ARMADA · MANIFESTE</span>
+    <h1>Distribution <span class="em">Compass</span> 2026</h1>
+    <p class="sub">Where should ParVagues' music live? Tune your priorities — the cards re-score live.</p>
+  </header>
+
+  <div class="insight">
+    <b>They're not rivals — they're layers.</b> A <b>distributor</b> (CD Baby) is the <i>pipe</i> that
+    puts you on the DSPs. <b>Spotify</b> is a <i>destination</i> on the other end of that pipe — pure
+    discovery &amp; legitimacy, reached <i>through</i> the distributor, with no direct fan relationship.
+    <b>Bandcamp</b> is your <i>store</i> for superfans &amp; gig-funding. <b>SoundCloud</b> is your scene's
+    <i>town square</i>. Most artists run several at once. This tool ranks <i>fit to your priorities</i>, not "the winner".
+  </div>
+
+  <h2>① What matters to you? <span style="text-transform:none;letter-spacing:0;color:var(--mute);font-weight:400">— click to cycle: ◌ ignore → ● matters → ★ critical</span>
+    <button class="reset" id="reset">reset to ParVagues defaults</button></h2>
+  <div class="prios" id="prios"></div>
+  <p class="hint">Defaults reflect your north star: no subscription, reach/legitimacy, gig &amp; superfan funnel, ownership — revenue de-emphasised.</p>
+
+  <h2>② The options, scored for you</h2>
+  <div class="grid" id="cards"></div>
+
+  <div class="stack">
+    <h3>⚓ Recommended stack (subscription-free)</h3>
+    <div class="layers">
+      <div class="layer"><div class="l">DSP pipe</div><div class="n">CD Baby</div><div class="d">One-time/release, keep 91%, stays up forever, reaches Spotify/Apple + JP (AWA/LINE/KKBOX).</div></div>
+      <div class="layer"><div class="l">Superfans · gigs</div><div class="n">Bandcamp</div><div class="d">Own the relationship + data. 0% on the 8 Bandcamp Fridays. Where bookings &amp; real money come from.</div></div>
+      <div class="layer"><div class="l">Town square</div><div class="n">SoundCloud</div><div class="d">Keep as the scene hub + FPR engine. Paid tier optional — <i>not</i> your distributor.</div></div>
+      <div class="layer"><div class="l">Destination</div><div class="n">Spotify</div><div class="d">Discovery + the "I listen to you on Spotify" legitimacy. Fed by CD Baby. Don't expect direct $.</div></div>
+    </div>
+    <p class="hint" style="margin-top:12px">Plus: register rights (SACEM + ADAMI/SPEDIDAM + SCPP/SPPF) &amp; watch CNM mobility aid. Leave RouteNote release-by-release once each is live on CD Baby.</p>
+  </div>
+
+  <footer>
+    <p><b>Sources (2026):</b>
+      <a href="https://www.musicbusinessworldwide.com/spotify-to-launch-music-pro-service-with-superfan-perks-like-early-access-tickets-and-ai-remix-tool-for-up-to-5-99-more-per-month-report/">MBW — Spotify Music Pro</a> ·
+      <a href="https://newsroom.spotify.com/2026-05-21/universal-music-group-spotify-licensing-agreements-fan-made-covers-remixes/">Spotify newsroom — fan remixes</a> ·
+      <a href="https://musically.com/2026/05/21/spotify-will-now-reserve-concert-tickets-for-subscribers-who-are-superfans-of-artists/">Music Ally — Reserved tickets</a> ·
+      <a href="https://www.musicweek.com/digital/read/soundcloud-now-enables-artists-to-keep-100-of-distribution-royalties-across-streaming-platforms/092964">Music Week — SoundCloud 100%</a> ·
+      <a href="https://www.chartlex.com/blog/money/how-to-sell-music-on-bandcamp-2026">Chartlex — Bandcamp 2026</a> ·
+      <a href="https://aristake.com/digital-distribution-comparison/">Ari's Take — distributor comparison</a> ·
+      <a href="https://cdbaby.com/cd-baby-cost/">CD Baby pricing</a></p>
+    <p>Full report: <code>armada/manifeste/research-2026-distribution.md</code>. Generated 2026-06-04.</p>
+  </footer>
+</div>
+
+<script>
+// ---- model ----
+const DIMS = [
+  {k:"nosub",  label:"No subscription",     def:2},
+  {k:"reach",  label:"Reach & legitimacy",  def:2},
+  {k:"superfan",label:"Superfans & gigs",   def:2},
+  {k:"own",    label:"Own the relationship",def:2},
+  {k:"japan",  label:"Japan reach",         def:1},
+  {k:"revenue",label:"Direct revenue",      def:0},
+  {k:"free",   label:"Zero cost",           def:1},
+  {k:"ease",   label:"Simplicity",          def:1},
+];
+// scores 0..5 per platform per dim
+const P = [
+  {id:"cdbaby", name:"CD Baby", lead:true, badge:"THE PIPE",
+   role:"DSP distributor — puts you on Spotify/Apple/+ JP",
+   cost:"$9.99 single / $14.99 album (one-time)", cut:"keeps 9%",
+   s:{nosub:5,reach:5,superfan:1,own:3,japan:5,revenue:3,free:1,ease:4},
+   pro:["One-time fee, music stays up forever","Reaches every DSP incl. Japan's AWA/LINE/KKBOX","No recurring 'tax' — keep 91%","Reuse ISRCs when migrating off RouteNote"],
+   con:["Per-release cost (not free)","Support quality has slipped","It's plumbing, not a fan channel"],
+   verdict:"Your DSP backbone. The clean no-sub way onto Spotify & the world."},
+  {id:"bandcamp", name:"Bandcamp", badge:"THE STORE",
+   role:"Direct-to-fan store — superfans, ownership, gig funding",
+   cost:"Free to start", cut:"15% digital (10% after $5k), 0% on BC Fridays",
+   s:{nosub:5,reach:3,superfan:5,own:5,japan:4,revenue:5,free:4,ease:4},
+   pro:["You own the fan relationship + data","Best direct pay (~80–85%)","Human-only AI policy (on-brand)","Strong JP import/physical culture","8 zero-fee Bandcamp Fridays in 2026"],
+   con:["Niche discovery vs mainstream","Songtradr leans toward sync-licensing — keep backups","Less 'legitimacy varnish' than Spotify"],
+   verdict:"Where bookings and real money come from. Your superfan engine."},
+  {id:"soundcloud", name:"SoundCloud", badge:"TOWN SQUARE",
+   role:"Community + discovery hub (your scene) + FPR",
+   cost:"Free tier; Artist Pro ~$99/yr", cut:"0% on DSP (since Nov 2025) for Pro",
+   s:{nosub:2,reach:5,superfan:4,own:3,japan:3,revenue:3,free:3,ease:3},
+   pro:["Your scene already lives here (glitch/jungle/liquid)","FPR pays 2–4× Spotify on native plays","Now keeps 100% of DSP royalties (Pro)","Direct fan support + merch added in 2026"],
+   con:["Paid tiers are subscriptions (your dislike)","FPR only on SoundCloud-native plays","Don't make it your DSP distributor"],
+   verdict:"Keep as the community hub. Pay only for the FPR/analytics, not distribution."},
+  {id:"spotify", name:"Spotify", badge:"DESTINATION",
+   role:"DSP destination — discovery & legitimacy, NOT sell-direct",
+   cost:"Free to be on (need a distributor)", cut:"~pennies/stream",
+   s:{nosub:3,reach:5,superfan:2,own:1,japan:4,revenue:1,free:5,ease:3},
+   pro:["Max discovery + 'I listen on Spotify' legitimacy","Spotify for Artists analytics (free)","Present in Japan"],
+   con:["Can't publish directly — needs a distributor (CD Baby)","Superfan/Music Pro perks are platform-controlled, US/major-first","No fan data or relationship — rented audience","Per-stream pay is negligible"],
+   verdict:"A destination you reach via CD Baby — for reach, not revenue."},
+];
+
+const STORE="armada_compass_weights";
+let W = load();
+function load(){try{const s=JSON.parse(localStorage.getItem(STORE));if(s)return s;}catch(e){} return defaults();}
+function defaults(){const o={};DIMS.forEach(d=>o[d.k]=d.def);return o;}
+function save(){try{localStorage.setItem(STORE,JSON.stringify(W));}catch(e){}}
+
+function renderPrios(){
+  const el=document.getElementById("prios"); el.innerHTML="";
+  DIMS.forEach(d=>{
+    const w=W[d.k];
+    const c=document.createElement("div");
+    c.className="chip"; c.dataset.w=w;
+    c.innerHTML=`<span class="w">${w===0?"◌":w===1?"●":"★"}</span><span>${d.label}</span>`;
+    c.onclick=()=>{W[d.k]=(W[d.k]+1)%3; save(); render();};
+    el.appendChild(c);
+  });
+}
+function fit(p){
+  let num=0,den=0;
+  DIMS.forEach(d=>{const w=W[d.k]; num+=w*(p.s[d.k]||0); den+=w*5;});
+  return den===0?0:Math.round(100*num/den);
+}
+function renderCards(){
+  const ranked=[...P].map(p=>({p,f:fit(p)})).sort((a,b)=>b.f-a.f);
+  const top=ranked[0].f;
+  const el=document.getElementById("cards"); el.innerHTML="";
+  ranked.forEach(({p,f})=>{
+    const lead=f===top && top>0;
+    const card=document.createElement("div");
+    card.className="card"+(lead?" lead":"");
+    card.innerHTML=`
+      ${p.badge?`<span class="badge">${p.badge}</span>`:""}
+      <h3>${p.name}</h3>
+      <div class="role">${p.role}</div>
+      <div class="meta"><span>💸 <b>${p.cost}</b></span><span>✂️ ${p.cut}</span></div>
+      <div class="fit">
+        <div class="lab"><span>fit to your priorities</span><b>${f}%</b></div>
+        <div class="bar"><i style="width:${f}%"></i></div>
+      </div>
+      <ul class="pro">${p.pro.map(x=>`<li>${x}</li>`).join("")}</ul>
+      <ul class="con">${p.con.map(x=>`<li>${x}</li>`).join("")}</ul>
+      <div class="verdict">${p.verdict}</div>`;
+    el.appendChild(card);
+  });
+}
+function render(){renderPrios();renderCards();}
+document.getElementById("reset").onclick=()=>{W=defaults();save();render();};
+render();
+</script>
+</body>
+</html>

armada/manifeste/research-2026-distribution.md

+# Independent Music Distribution in 2026 — Decision Report for ParVagues
+
+*France-based · electronic/livecoding (TidalCycles) · glitch/ambient/jungle/liquid ·
+global + Japan · SoundCloud-rooted · refuses monthly subscriptions ·
+reach + legitimacy + gigs > superfans > revenue*
+
+> Research conducted 2026-06-04 by a background research agent (web sources cited).
+> Summary decision lives in [`README.md`](README.md).
+
+## Executive summary
+
+RouteNote still distributes and pays, but in 2025–2026 it is **stagnant, slow,
+support-thin**: Trustpilot ~3.3/5 (**23% one-star**), moderation **~17–22 working
+days (3–4+ weeks)**, and a recurring pattern of accounts frozen over "artificial
+streams" with earnings withheld and no real appeal. Not a scam, not abandoned —
+but it builds neither **reach nor legitimacy**, your top priorities.
+
+Best structure = a **two-layer stack, neither a monthly sub**:
+1. **DSP distribution** via one-time-per-release distributor — **CD Baby** (keep
+   91%, stays up forever), **TuneCore Japan** if Japan becomes a real target.
+2. **Direct-to-fan** via **Bandcamp** (superfans, ownership, gig-funding) +
+   **SoundCloud** (community hub; paid tier optional).
+
+Avoid: DistroKid / TuneCore-classic / Amuse / Ditto / LANDR / Symphonic-Starter
+(all recurring, or Ditto's payment red flags). AWAL/Believe selective, not yet accessible.
+
+## 1. RouteNote reality check
+
+Distributes & pays, **but slowly and with downside risk**.
+- Trustpilot **3.3/5**, ~2,750 reviews, 59% 5★ but **23% 1★** (bimodal).
+- Moderation slowed: **~17–22 working days**; user reports of 30–45 days common.
+- **Anti-fraud freezes:** documented cases of releases pulled platform-wide citing
+  "artificial/matched streams," earnings withheld ($82–$3,000+), no appeal.
+- Support thin (free tier explicitly lower priority).
+- Pricing (no monthly sub): **Free** = keep 85% (15% rev-share), permanent hosting.
+  **Premium** ≈ $12.99/single, $59.99/album, **annual renewal** for 100%, $50 min payout.
+- **Verdict:** "milking but not moving" is fair. Free 85% + permanent hosting is its
+  only genuinely attractive trait, matched/beaten elsewhere with less risk.
+
+## 2. Alternatives by payment model
+
+### A. One-time per release (best fit)
+| Distributor | Upfront | Cut | Payout | Notes |
+|---|---|---|---|---|
+| **CD Baby** | $9.99 single / $14.99 album | **9%** (keep 91%, permanent) | $25 min | Broad DSP reach incl. Japan. **Top pick.** |
+| **Soundrop** | ~$0.99/track | 15% | — | Covers/splits — useful for collab tracks needing payee splits. |
+
+### B. Free rev-share
+| Distributor | Cut | Notes |
+|---|---|---|
+| RouteNote (free) | 15% | §1 — stagnant/slow/freeze risk. |
+| Amuse (free) | — | **Dormant** since 2024; old free accounts can't release. Treat as gone. |
+| YouAux / Vibeable | 0% | 2024–25 entrants, unproven; higher legitimacy risk than CD Baby. |
+
+### C. Recurring (rejected — for completeness)
+DistroKid ($24.99/yr, music pulled if you stop) · TuneCore classic ($9.99/yr single)
+· Ditto (£19–29/yr, **reliability red flags — avoid**) · LANDR ($23.99+/yr, 15% if you
+cancel) · Symphonic ($19.99/yr Starter, Beatport access, selective) · Amuse paid ($23.99+/yr).
+
+### D. Selective / invite-only
+AWAL (Sony) — application-only, ~<10% acceptance, wants ~50k+ monthly listeners; future
+target. Believe (Euronext Paris; owns TuneCore) — B2B, reach via TuneCore.
+
+**Best "no sub + keep royalties":** CD Baby (91%, one-time) — cleanest match.
+
+## 3. SoundCloud 2026
+
+Distributes to DSPs (60+) via SoundCloud for Artists. **Dropped its 20% cut end-Nov
+2025** — Next Plus/Artist Pro keep 100%. But it's a **subscription** (Artist Pro
+~$99/yr). **FPR** (Fan-Powered Royalties) pays 2–4× Spotify per-stream **but only on
+SoundCloud-native plays**, not distributed DSP streams. **Keep as community + FPR
+hub; don't route DSP delivery through it (recurring cost).**
+
+## 4. Bandcamp 2026
+
+Healthier than the 2023 panic suggested. Epic→Songtradr (2023, ~50% layoffs) was the
+trauma; 2026 is operational/stabilizing: Stripe migration (no payout fees, 135+
+currencies, daily payouts), **"Keeping Bandcamp Human" AI policy (Jan 2026)** bans
+AI-generated music (pro-artist signal), **8 Bandcamp Fridays in 2026** (Feb 6, Mar 6,
+May 1, Aug 7, Sep 4, Oct 2, Nov 6, Dec 4; 0% fee those days). Economics: 15% digital
+(10% after $5k/yr), 10% physical, ~80–85% net. **Risk:** Songtradr leans on catalog as
+sync-licensing pool; keep masters + store-data backups. **Your superfan/gig-funding layer.**
+
+## 5. France / EU rights & funding
+
+- **SACEM** — authorship/composition (quarterly).
+- **Neighbouring rights:** performer = **ADAMI** &/or **SPEDIDAM** (join both for
+  one-person electronic); producer (self-produced = you) = **SCPP** or **SPPF**.
+- **CNM** (Centre national de la musique) — *musiques actuelles* **international
+  mobility + development aid**, export certifications. **Most relevant France lever for
+  gigs + reach.**
+- French distributors (Believe/Paris, Wiseband) exist but recurring/B2B — not better
+  than CD Baby for this model.
+
+## 6. Japan reach
+
+JP DSPs: Spotify/Apple/Amazon/YT JP + **AWA** (largest native), **LINE Music**,
+**KKBOX**. CD Baby/TuneCore/DistroKid/IDOL all deliver there; CD Baby cited for fast
+broad JP coverage (so the recommended path already reaches JP). **TuneCore Japan**
+(Believe subsidiary, French) = dominant *inside* Japan, deep DSP/editorial integration
+— per-release annual, so JP-campaign-only. Localization is the lever: **bilingual
+(Japanese) metadata**, upload 7+ days early for editorial. Your glitch/ambient/jungle/IDM
+palette has a real JP audience (Warp/IDM/breakcore lineage). Bandcamp resonates (JP
+import/physical/superfan culture).
+
+## 7. Bottom line + migration
+
+**Stack:** CD Baby (DSPs) + Bandcamp (superfans/gigs) + SoundCloud (community/FPR) +
+rights registration (SACEM + ADAMI/SPEDIDAM + SCPP/SPPF) + CNM aid on radar.
+Optional JP escalation: TuneCore Japan + bilingual metadata.
+
+**Ranked alternatives:** 2nd DistroKid (only if you'd tolerate one cheap annual fee —
+violates no-sub rule); 3rd stay RouteNote-free (acceptable free fallback, accept risk).
+
+**Migration (no gap):** export RouteNote data → register rights → open Bandcamp & upload
+→ set up CD Baby, re-deliver reusing ISRCs newest-first → take each down from RouteNote
+once live on CD Baby → keep SoundCloud → reassess in 12 mo (AWAL / TuneCore Japan).
+
+## Sources
+
+RouteNote: Trustpilot, musicdistribute.com, payusnomind.info, RouteNote Support Hub,
+loop.fans, PissedConsumer. Distributors: Ari's Take (Digital Distribution Comparison
+2026), Ones to Watch 2026, cdbaby.com / alera.fm, orphiq (Amuse), soundrop.com,
+Indie Music Academy (AWAL), alera.fm (ownership map). SoundCloud: Music Week (Nov 2025),
+SoundCloud Help, Chartlex, DJ Mag. Bandcamp: Bandcamp Help, MBW, Chartlex, TechCrunch &
+Rolling Stone (2023). France: muzisecur.fr, electronicmusicfactory.com, cnm.fr,
+wiseband.com. Japan: japanmusicmarketing.com, identitymusic.com, LabelGrid, musicdistribute.com.
+
+*Caveats:* RouteNote moderation window varies by source (treat as 3–4+ weeks). Amuse free
+tier reported dead but their pages are ambiguous — verify. AWAL's ~50k threshold is
+community-reported. Bandcamp's long-term direction under Songtradr is a genuine
+uncertainty — keep masters + backups regardless.

armada/semaphore/README.md

+# sémaphore · *Sémaphore des Ondes* (`ondin`) — diffusion
+
+*A coastal signaling station: one message hoisted, broadcast to many flags.* **Phase 2.**
+
+The **POSSE** engine (Publish on Own Site, Syndicate Elsewhere): author once at the
+canonical node (the site / `phare`), syndicate to IG, Mastodon, Bluesky (+ more).
+
+## To spec (task #10)
+
+- Canonical source: a post = `{body, media[], link, tags, lang}` authored once.
+- Syndication targets & API reality per network:
+  - **Mastodon** — clean API, app tokens. Easiest.
+  - **Bluesky** — AT Protocol, app passwords. Easy.
+  - **Instagram** — main channel today; Graph API needs Business/Creator + FB
+    plumbing; otherwise manual/assisted. The hard one.
+- Cadence: **release/month + post/week**, frontlist ⇄ back-catalog interleave,
+  driven off `tide-table` (task #11).
+- Content pillars (atomize the craft): sample selection · demucs sampling · Tidal
+  sequencing · performance. Long-form (blog/`phare`) → atomized SN posts.
+- Reuse setlist `tracks.json` ingredients (BPM, sample packs, Tidal code) as ready
+  content fuel.

armada/serve.py

+#!/usr/bin/env python3
+"""Tiny LAN static server with HTTP Range support (so <audio> seeking works).
+
+Python's stdlib http.server has no Range support → mobile/desktop seeking on
+FLAC/MP3 fails. This adds 206 Partial Content. Binds 0.0.0.0 so you can open
+the printed LAN URL on a phone on the same wifi.
+
+  python3 serve.py --dir tide-table/punkachien --port 8731
+"""
+import argparse, os, re, socket
+from functools import partial
+from http.server import SimpleHTTPRequestHandler, ThreadingHTTPServer
+
+
+class RangeHandler(SimpleHTTPRequestHandler):
+    def end_headers(self):
+        self.send_header("Accept-Ranges", "bytes")
+        self.send_header("Cache-Control", "no-cache")
+        super().end_headers()
+
+    def send_head(self):
+        rng = self.headers.get("Range")
+        if not rng:
+            return super().send_head()
+        path = self.translate_path(self.path)
+        if not os.path.isfile(path):
+            return super().send_head()
+        m = re.match(r"bytes=(\d*)-(\d*)", rng)
+        if not m:
+            return super().send_head()
+        size = os.path.getsize(path)
+        start = int(m.group(1)) if m.group(1) else 0
+        end = int(m.group(2)) if m.group(2) else size - 1
+        end = min(end, size - 1)
+        if start > end:
+            self.send_error(416, "Requested Range Not Satisfiable")
+            return None
+        length = end - start + 1
+        f = open(path, "rb")
+        f.seek(start)
+        self.send_response(206)
+        self.send_header("Content-Type", self.guess_type(path))
+        self.send_header("Content-Range", f"bytes {start}-{end}/{size}")
+        self.send_header("Content-Length", str(length))
+        self.end_headers()
+        self._range_remaining = length
+        return _LimitedReader(f, length)
+
+    def copyfile(self, source, outputfile):
+        if isinstance(source, _LimitedReader):
+            remaining = source.remaining
+            while remaining > 0:
+                chunk = source.read(min(64 * 1024, remaining))
+                if not chunk:
+                    break
+                outputfile.write(chunk)
+                remaining -= len(chunk)
+            source.close()
+        else:
+            super().copyfile(source, outputfile)
+
+
+class _LimitedReader:
+    def __init__(self, f, remaining):
+        self.f, self.remaining = f, remaining
+
+    def read(self, n):
+        return self.f.read(n)
+
+    def close(self):
+        self.f.close()
+
+
+def lan_ip():
+    s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
+    try:
+        s.connect(("192.168.1.1", 1))
+        return s.getsockname()[0]
+    except Exception:
+        return "127.0.0.1"
+    finally:
+        s.close()
+
+
+if __name__ == "__main__":
+    ap = argparse.ArgumentParser()
+    ap.add_argument("--dir", default=".")
+    ap.add_argument("--port", type=int, default=8731)
+    a = ap.parse_args()
+    os.chdir(a.dir)
+    ip = lan_ip()
+    httpd = ThreadingHTTPServer(("0.0.0.0", a.port), partial(RangeHandler))
+    print(f"serving {os.getcwd()}")
+    print(f"  local : http://127.0.0.1:{a.port}/")
+    print(f"  LAN   : http://{ip}:{a.port}/   ← open on phone (same wifi)")
+    httpd.serve_forever()

armada/tasks/001-charting-the-armada.md

+---
+log: 001
+title: "Charting L'Armada — naming the fleet"
+date: 2026-06-04
+task: "#1 Scaffold L'Armada toolbox"
+tags: [kickoff, naming, strategy]
+shareable: true
+---
+
+## Cap (what & why)
+Stood up a media-management & marketing toolbox for ParVagues: map everything ever
+recorded/performed, then run consistent releases & diffusion. North star = reach +
+legitimacy + **gigs** > superfans > revenue (revenue isn't a target).
+
+## Manœuvre (how)
+Designed it as 5 modules under one fleet, with layered sound↔sea names, versioned in
+the Tidal repo (data root stays on the freebox). Captured mental models up front so the
+strategy is in-repo, not in our heads.
+
+## Prise (findings / artifacts)
+- `armada/{README, tide-table, manifeste, semaphore, escales}` scaffolded.
+- Names: `armada` (fleet) · `tide-table`/*Table des Vagues* (catalog) · `manifeste`
+  (distro) · `sémaphore des ondes` (POSSE social) · `escales` (gigs/pricing) ·
+  `phare` (vitrine, later).
+
+## Sel (the shareable learning)
+- The artist already reinvented **POSSE** (post-once-syndicate-everywhere) and
+  **frontlist vs back-catalog** without the names. Good vocabulary turns vague
+  instincts into a repeatable system.
+- Naming is not decoration: "tide-table" (a real nautical schedule) *is* the release
+  calendar; "manifeste" (cargo manifest + manifesto) *is* what-ships-where. The pun
+  encodes the spec.
+
+## Hameçon (hook)
+"I gave my music catalog a pirate fleet — and the names did half the design work."
+
+## Sillage (what it unlocks)
+Every later task has a home and a shared language.

armada/tasks/002-routenote-on-trial.md

+---
+log: 002
+title: "RouteNote on trial — is it moving or just milking?"
+date: 2026-06-04
+task: "#7 Settle distribution strategy"
+tags: [distribution, research, soundcloud, bandcamp, cdbaby, spotify]
+shareable: true
+---
+
+## Cap (what & why)
+PLN suspected RouteNote takes a cut but doesn't actually move the music. Needed a 2026
+verdict + a no-subscription alternative (refuses the DistroKid tax).
+
+## Manœuvre (how)
+Fanned out a research agent across distributor reviews, platform docs, and 2026 news;
+cross-checked pricing, royalty cuts, and reputation.
+
+## Prise (findings / artifacts)
+- RouteNote: distributes & pays, but **3–4+ week moderation, Trustpilot 3.3/5 (23% 1★),
+  account-freeze-without-appeal risk.** "Milking but not moving" = fair.
+- Verdict stack: **CD Baby** (one-time/release, keep 91%, reaches JP) + **Bandcamp**
+  (superfans/gigs) + **SoundCloud** (community/FPR) + **Spotify** (destination only).
+- France levers most indies miss: **SACEM + ADAMI/SPEDIDAM + SCPP/SPPF**, **CNM**
+  mobility aid. Full report in `manifeste/research-2026-distribution.md`.
+
+## Sel (the shareable learning)
+- **Distributor ≠ destination.** CD Baby is the *pipe*; Spotify is the *faucet*. You
+  don't "choose between" them — you reach Spotify *through* a distributor.
+- Indies earn **<10%** of income from streaming in 2026. The living is the **superfan
+  economy** (Bandcamp-style direct), not the algorithm.
+- Spotify's 2026 "Music Pro" superfan tier is **platform-controlled, US/major-first** —
+  not a sell-direct channel for an indie.
+
+## Hameçon (hook)
+"I put my music distributor on trial. The verdict: guilty of doing nothing, slowly."
+
+## Sillage (what it unlocks)
+A concrete, gap-free migration off RouteNote (release-by-release, reusing ISRCs).

armada/tasks/003-the-decision-compass.md

+---
+log: 003
+title: "The Decision Compass — a SPA to choose where music lives"
+date: 2026-06-04
+task: "#14 Build distribution decision SPA"
+tags: [tooling, distribution, ux]
+shareable: true
+---
+
+## Cap (what & why)
+Turn the research into a thing you can *play with* to decide: SoundCloud vs Bandcamp
+vs CD Baby vs Spotify, weighted by what actually matters to you.
+
+## Manœuvre (how)
+Single self-contained HTML SPA (no build, no network). Each option scored 0–5 across
+8 dimensions; clickable priority chips (ignore→matters→critical) re-score the cards
+live; defaults preset to the ParVagues north star; choices persist in localStorage.
+
+## Prise (findings / artifacts)
+- `manifeste/compare.html` — interactive chooser + a fixed "recommended stack" panel.
+
+## Sel (the shareable learning)
+- A comparison **table** tells; a **weighted, interactive** comparison *teaches* —
+  because it forces the user to name their priorities, which is the real decision.
+- Encoding the "layers, not rivals" insight as UI (pipe → destination + store + square)
+  lands harder than a paragraph.
+
+## Hameçon (hook)
+"I built a tiny app to answer one question every indie musician has: where should my
+music actually live?"
+
+## Sillage (what it unlocks)
+PLN decides distribution async while the salvage continues — no blocking.

armada/tasks/004-pricing-oracle-from-a-no.md

+---
+log: 004
+title: "A pricing oracle, born from a 'no'"
+date: 2026-06-04
+task: "#9 Seed escales ledger + flotille"
+tags: [escales, pricing, network, strategy]
+shareable: true
+---
+
+## Cap (what & why)
+A gig fell through — "sorry, went with the house DJ for budget." That sting is
+data. `escales` turns it into a pricing-calibration ledger + a network graph.
+
+## Manœuvre (how)
+Built `escales` as **strategic memory, not a booking app**: a flat YAML ledger keyed
+by gig slug (extends the site's existing gig data with the two things it lacks —
+**fees** and **co-players**). Fees are private → gitignored. Flotille seeded from repo
+collab dirs + the site's events ontology.
+
+## Prise (findings / artifacts)
+- `escales/{README, escales.example.yaml, .gitignore, flotille.yaml}`.
+- The lost gig is data point #1: anchor lower for that org type/region next time.
+
+## Sel (the shareable learning)
+- A rejection is a **calibration sample**, not a verdict. Logged consistently, a
+  dozen of them become a "what should I ask?" oracle.
+- The network of budding artists is the #1 growth engine — so the relationship map
+  deserves to be **data** (a flotilla), not just folders.
+- Caught a false positive: `nova` isn't a collaborator, it's the **Novation**
+  controller. Verify your seed data against the human.
+
+## Hameçon (hook)
+"A promoter told me no. So I built a tool that makes the next 'no' less likely."
+
+## Sillage (what it unlocks)
+Pricing confidence + a network graph that feeds gig leads and site cross-links.

armada/tasks/005-cosmicfest-the-first-salvage.md

+---
+log: 005
+title: "CosmicFest — the first salvage, and an island we own"
+date: 2026-06-05
+task: "#3 External inventory (first worked example)"
+tags: [salvage, catalog, reconciliation, escales, owned-event]
+shareable: true
+---
+
+## Cap (what & why)
+First real charting: take one gig (CosmicFest) and reconcile it across every place it
+lives, to validate the catalog schema on live data before sweeping the whole fleet.
+
+## Manœuvre (how)
+Fetched the Bandcamp album, the site live-recap page, and the site festival landing;
+cross-referenced against the existing `tracks.json` setlist. SoundCloud refused
+scraping (JS app) — flagged for oEmbed/API.
+
+## Prise (findings / artifacts)
+- `tide-table/catalog.yaml` — `cosmicfest-2025` live-set + its 14 tracks, with durations
+  (Bandcamp), BPM/style (site), `aka` variants, and `performed_not_released`.
+- `escales/flotille.yaml` — 5 new flotille members (Hugo, Flo, @marion.lhn, Kevin, Pipou)
+  + a new `owned_events` section.
+- CosmicFest **v1 = 2026-06-21** (v0 was 2025); a 2025 YouTube video still to locate.
+
+## Sel (the shareable learning)
+- **Performed ≠ released.** Stage names (*Blue Gold*, *Sept1*, *JeuDrill*) become release
+  titles (*L'Or Bleu*, *Premier Septembre*, *Jeudi Drill*), and some performed cues never
+  ship. A catalog without `aka` + a performed-vs-released gap field silently lies.
+- **The highest-leverage gig is one you own.** CosmicFest started as a friends weekend —
+  but it's an *owned node*: your audience, your lineup, your brand, your data. Those are
+  worth growing, not just recording.
+- **Tooling learns from contact.** SoundCloud's JS wall, the landing-vs-recap page split —
+  you only discover the real scraping rules by charting one thing for real first.
+
+## Hameçon (hook)
+"I went looking for one old gig in my archive — and found a festival I'd accidentally
+founded."
+
+## Sillage (what it unlocks)
+A validated schema + fetch playbook to sweep all ~35 gigs; a flotille that's now a real
+graph; and a live thread linking the bunker after-party to the drone-footage finale.

armada/tasks/006-the-gap-7-on-spotify-68-on-soundcloud.md

+---
+log: 006
+title: "The gap: 7 on Spotify, 68 on SoundCloud, and a 21-month silence"
+date: 2026-06-05
+task: "#3/#6 External inventory → gap analysis"
+tags: [salvage, gap-analysis, distribution, soundcloud, deezer, tooling]
+shareable: true
+---
+
+## Cap (what & why)
+Find out what's *actually* released vs only sitting on SoundCloud — i.e. the real
+release backlog — and answer "is RouteNote even working?"
+
+## Manœuvre (how)
+Katana = yt-dlp (SoundCloud refuses scraping but yt-dlp enumerates it) + the **open
+Deezer API** as a zero-auth proxy for "what RouteNote pushed to DSPs" (Spotify needs
+OAuth; Deezer doesn't). A Python cross-reference normalises titles (accents, emojis,
+feat/version noise) and diffs SC against DSP.
+
+## Prise (findings / artifacts)
+- `tide-table/gap-report.md` (committed) + `sources/` raw caches (gitignored).
+- **DSP: 7 releases, last 2024-09-06.** SoundCloud: 68 (51 tracks + 17 live-sets,
+  2020→2026). Bandcamp: ~5.
+- **46 SC tracks not on any DSP** = the backlog. Top by plays: Automne Électrique,
+  I come from Cyberspace, Nass Arrive.
+
+## Sel (the shareable learning)
+- RouteNote *worked* — the artist just **stopped feeding it 21 months ago** and never
+  noticed. "Is my distributor broken?" was really "did I stop releasing?" The catalog
+  makes that invisible drift visible.
+- **Use the easy door.** Deezer's open API answers the Spotify question without Spotify's
+  auth dance. Pick the API that doesn't fight you.
+- Auto-diff gets you 90%; the last 10% is human — remixes/covers (WAP, Princess
+  Superstar) can't go on DSPs, "toma uno" is a take. Tooling proposes, the artist triages.
+
+## Hameçon (hook)
+"I had 7 songs on Spotify and 68 on SoundCloud — and hadn't noticed I'd quietly stopped
+releasing for nearly two years."
+
+## Sillage (what it unlocks)
+Triage the backlog → a release calendar (one/month, frontlist ⇄ backlog) = the `manifeste`.
+The whole machine now has fuel.
+
+## Addendum — never trust one API (corrected 2026-06-05)
+PLN caught it: *Nass Arrive* is on Spotify but **not** on Deezer. Deezer was undercounting
+(7) — the **Apple iTunes Search API** (open, no auth) returned **25** DSP titles incl. the
+whole Opal 2024 live album. So several "backlog candidates" were false positives (already
+released). Corrected via the **union Apple ∪ Deezer**: DSP = 25 titles (last 2024-10-04),
+real backlog = **41** SC tracks. Spotify's anon web token is now **TOTP-gated** (broke) —
+SOTA = official Web API + `spotipy` + a free dev app. **Learning: one DSP API ≠ the
+catalog; triangulate and take the union.** YouTube (22) turned out to be a *content/demo*
+surface, not a release catalog.

armada/tasks/007-raising-63-performances-from-the-wreck.md

+---
+log: 007
+title: "Raising 63 performances from a 436 GB wreck"
+date: 2026-06-05
+task: "#13 Ardour stem salvage"
+tags: [salvage, stems, ardour, tooling, reconstruction]
+shareable: true
+---
+
+## Cap (what & why)
+The single 436 GB Ardour "Tidal Multi" session is the richest stem source we have.
+Get per-orbit stems out for every performance — without re-rendering or risking the session.
+
+## Manœuvre (how)
+Parsed `Tidal Multi.ardour` (5.4 MB XML) — the *index*, not the audio. Sources are
+named `TakeN_Tidal X-1%L/R.wav`, so **Take = performance**. Built a reusable exporter
+(`ardour_stem_export.py`) that, per take, joins each orbit's L/R interchange captures
+into a stereo FLAC in the Montreuil26 standard layout
+(`Prod/_stems/{date}_{take}/orbit-NN.flac` + manifest). Validated on Take3 (clean 12)
+and Take18 (13-ch, Mic) before bulk.
+
+## Prise (findings / artifacts)
+- **63 performances** dated **2024-08-08 → 2026-05-22** — the complete recorded history,
+  as a timeline (datable onto the gig calendar: 2026-05-22=Montreuil, 2025-06-21=CosmicFest v0…).
+- Full export ≈ **~22 GB** FLAC from **449 GB** raw.
+- Reusable: `ardour_stem_export.py --list | --take X | --all`.
+
+## Sel (the shareable learning)
+- **The project file is an index, not the audio.** Parsing 5.4 MB of XML unlocked 436 GB —
+  let the metadata point you at the bytes; don't move the bytes blindly.
+- **449 GB → 22 GB (0.05×).** 32-bit float WAV + many silent orbits + FLAC = ~20× crush.
+  "It's too big to keep" is often false once you measure.
+- **Size ≠ value** (the inverse, from the same day): a 25 GB abandoned Audacity master was
+  garbage, while 84 KB silent-orbit stems are correct and worth keeping.
+- **Name by what survives** — `Take=performance`, dated by file mtime — so opaque take
+  numbers become a navigable, gig-mappable timeline.
+
+## Hameçon (hook)
+"My live archive was one 436-gigabyte file I was scared to touch. A 5-megabyte index
+inside it let me lift out 63 whole performances as clean stems — total 22 GB."
+
+## Sillage (what it unlocks)
+Cross-reference take dates → gigs (site lives) to name the folders; stems then power
+remasters, the Montreuil-standard `events.json` audio-reactive viz, and the drone videos (#15).

armada/tasks/008-the-catalog-becomes-a-calendar.md

+---
+log: 008
+title: "The catalog becomes a calendar"
+date: 2026-06-05
+task: "#8 Draft release manifeste"
+tags: [release, manifeste, cadence, triage]
+shareable: true
+---
+
+## Cap (what & why)
+DSP releases froze in 2024-10. Turn the triaged backlog into a concrete year of
+monthly singles to relaunch presence and feed the "when new music?" crowd.
+
+## Manœuvre (how)
+Ingested the `triage.html` export (48 confirmed calls) → 36 DSP-able originals/light.
+Noticed the track NAMES are seasonal, so scheduled each single in its namesake
+season — the discography sorts itself into a calendar.
+
+## Prise (findings / artifacts)
+- `tide-table/release_candidates.json` (36) + `manifeste/calendar.md` (12-month plan,
+  2026-07→2027-06, + 24-track year-2 pool).
+- Month 1 = **I come from Cyberspace** (relaunch flagship); Aug ties to CosmicFest v1;
+  Dec = Deck the (Dance) Hall on a Bandcamp Friday.
+
+## Sel (the shareable learning)
+- **The artist already organised the calendar — in the song titles.** *Premier
+  Septembre, Octobre Jaune, Vie Hivernale, Battements Printaniers*… release each in its
+  season and the schedule writes itself, on-brand.
+- **"Frozen distribution" was really "stopped releasing."** 36 finished-enough tracks
+  sat un-shipped. The catalog turned an invisible 21-month gap into a visible 3-year plan.
+- Triage tooling proposes; the artist's ear confirms (48 calls) — then code turns calls
+  into a calendar.
+
+## Hameçon (hook)
+"I hadn't released on Spotify in nearly two years — turns out I had three years of
+finished tracks waiting, and they'd already named their own release dates."
+
+## Sillage (what it unlocks)
+A monthly cadence the `sémaphore` (POSSE) + content engine can run on. Each release:
+master (tidal-ears) → CD Baby + Bandcamp → announce + a sampling-story post.

armada/tasks/009-mastering-from-the-wreck.md

+---
+log: 009
+title: "Mastering from the wreck — PunkAChien, by analysis not by name"
+date: 2026-06-05
+task: "#19 Ship PunkAChien · #13 stem export · #20 best-take"
+tags: [mastering, stems, eda, tooling, punkachien, release]
+shareable: true
+---
+
+## Cap (what & why)
+Master the lead relaunch single, PunkAChien, from real stems — and decide between
+the Montreuil and Hamburg takes — for a fresh-ears A/B the next morning.
+
+## Manœuvre (how)
+1. **Exported the stems first** (non-negotiable): the Montreuil take is `Take89` in
+   the Ardour wreck; only 9/65 takes had been salvaged, so ran the exporter to land
+   12 phase-coherent orbit-stems, then sliced the PunkAChien window
+   `[2387.0 → 2674.74]s` (master-time + HEAD_TRIM 75.0; the cut lands exactly on a
+   detected silence — independent confirmation).
+2. **Read the score** (`live/collab/raph/punkachien.tidal`) for the orbit→element map,
+   then **threw the names away** and built the real map by **EDA on the audio** — a new
+   reusable `tidal-ears master eda` subcommand (spectral centroid, pyin pitch, band
+   energy, RMS/crest, + an activity-timeline sparkline).
+3. **Mastered from stems** with a config-driven Rhadamanthe chain (`build_master.py`):
+   per-element HPF, kick-sidechain carve on the bass bus, mono-bass ≤120, drum widen,
+   glue comp, two-pass loudnorm. 4 masters + 6 loudness-matched A/B fragments + a
+   self-contained `judge.html`.
+
+## Prise (findings / artifacts)
+- New tool: `tidal-ears master eda` (+ `--timeline`). Working tools in
+  `armada/tide-table/punkachien/`: `build_master.py`, `judge.html`, `stems/`,
+  `masters/` (×4), `frags/` (×6), `eda_core.json`.
+- Arrangement, measured: cpluck (A♯2) is the riff/bass spine; acid (D2) front-half;
+  **moog sub is silent until the ~208s DROP**; jungle break owns the outro.
+- **`meth_bass` never plays in this take** — the code/name said "wobble bass", the
+  audio said silence. Caught only because EDA ran.
+- Montreuil LRA 7.4 vs Hamburg 3.7 — Montreuil is the dynamic take (breakdown→drop),
+  Hamburg the steady 2:22 burner.
+
+## Sel (the shareable learning)
+- **Master by analysis, not by name.** The single most useful move was distrusting the
+  livecode: `meth_bass` was named like a monster and was pure silence; `cpluck` ("a
+  pluck") was the loudest thing in the track and carrying the bassline. EDA on stems
+  isn't optional — it's the first fader you touch.
+- **Stems are the leverage.** A 2-track can only be glued; from 12 orbits you can
+  sidechain the bass to the kick, mono the sub, and widen only the drums. The wreck of
+  an 80-minute Ardour session is, per track, a fully recallable mix.
+- **Tooling compounds.** The `eda` subcommand and `build_master.py` cost one track to
+  write and now master the next 30 for free.
+
+## Hameçon (hook)
+"The bassline in my own track wasn't the sample called 'bass'. The thing labelled
+meth_bass played for exactly zero seconds. I'd never have known if I mastered by eye
+instead of by ear-plus-FFT."
+
+## Sillage (what it unlocks)
+A/B verdicts (`judge.html` → `punkachien_verdicts.json`) feed the v2 master, then
+PunkAChien ships (artwork → CD Baby + Bandcamp → announce). The `eda`/`build_master`
+pair becomes `tidal-ears master track` for the whole release calendar.

armada/tasks/010-the-ear-caught-what-the-math-missed.md

+---
+log: 010
+title: "The ear caught what the math missed"
+date: 2026-06-05
+task: "#19 PunkAChien · #26 resplit · #27 Hamburg stems · metadata provenance"
+tags: [mastering, boundaries, calibration, provenance, tooling, stem-map]
+shareable: true
+---
+
+## Cap (what & why)
+Master PunkAChien properly (stem-vs-stem A/B), apply validated boundaries to re-split
+the Montreuil set, and keep mastering honest — separate from metadata.
+
+## Manœuvre (how)
+Built a stem-map validation instrument (orbit-presence over time + audio player + ±5s
+boundary-stepping). PLN validated cuts by ear; his timestamps disagreed with my computed
+ones — which exposed a **time-base bug**: I'd assumed stem = master + 75 (a HEAD_TRIM).
+The new `tidal-ears master locate` tool settled it by cross-correlation (known split sits
+at proxy 2309.1s, z=29): stem ≈ master − 3. Re-windowed PunkAChien, recovered Hamburg
+stems from Take87 via the same `locate`, re-split all 15 Montreuil tracks.
+
+## Prise (findings / artifacts)
+- New reusable tools: `tidal-ears master {eda, stemmap, locate}`; `build_master.py`,
+  `resplit_montreuil.py`; `stemmap.html`, `judge.html`. Ledger: `boundaries_take89_
+  validated.json`; ear-archive: `performance_notes.md`. 15 tracks → `Prod/Montreuil26_resplit/`.
+- Both PunkAChien takes stem-mastered. `meth_bass` plays zero seconds; cpluck is the riff.
+
+## Sel (the shareable learning)
+- **The performer's ear is a debugger.** Two casual "I hear Piment at 6:00" comments
+  surfaced a 75-second systematic offset that loudness math had hidden. Build the tool that
+  lets the artist validate by ear, and it audits your pipeline for free.
+- **Distrust derived time-bases; verify by content.** A cross-correlation `locate` against a
+  known-good clip beats any HEAD_TRIM arithmetic.
+- **Mastering ≠ metadata.** A hallucinated venue ("La Cour des Lézards" vs real **Les
+  Nouveaux Sauvages**) taught: store facts with provenance (`type:locator` + `as_of`), pull
+  gig metadata from the canonical site source, never invent — never store self-notes in data.
+
+## Hameçon (hook)
+"My own ear caught a 75-second bug in my mastering pipeline before any meter did — by
+noticing a sample came in 'a little early'."
+
+## Sillage (what it unlocks)
+A trustworthy boundary loop (validate-by-ear → export → re-split), a fair stem-vs-stem
+A/B for the lead single, and an edge-detection heuristic to build next.

armada/tasks/011-tfidf-the-cpluck-is-the-tell.md

+---
+log: 011
+title: "The cpluck is the tell — letting TF-IDF name a track"
+date: 2026-06-05
+task: "#34 locate-matrix, #35 38C3 PunkAChien, structuring"
+tags: [tooling, salvage, fingerprint, pydantic, mastering]
+shareable: true
+---
+
+## Cap (what & why)
+After the ear caught a false "Hamburg PunkAChien" (log 010), we needed to stop
+*guessing* which sample identifies a track and start *deriving* it — then use that to
+find the real 38C3 PunkAChien, and finally structure the whole tidal→tracks toolchain
+so it stops being a pile of scripts.
+
+## Manœuvre (how)
+- **Chased the 38C3 lead first** (faster than building UI): exported Take35 from the
+  Ardour session, fingerprinted its 13 orbits, summed to a 4:35 audition mix, served
+  it on the LAN for PLN's phone.
+- **Built sample TF-IDF** over the local `.tidal` git corpus (772 docs). Each score =
+  a document, each Dirt-Samples folder = a term. The trick that made it precise:
+  vocabulary = `ls Dirt-Samples` (custom packs are symlinked in), and extract tokens
+  **only from sound-context strings** (`s`/`sound`/`#`), not `mask`/`n`/`range` — else
+  mininotation booleans like `"f"` collide with folder names and drown the signal.
+- **Structured it with pydantic**: a shared `models.py` (Provenance, LocateCell,
+  MasterEDL, TfidfReport) — validate-on-write, JSON in/out.
+- **Turned the ear-feedback into a typed EDL**: PLN's phone+WH-1000XM5 review became
+  9 `MasterEdit` rows.
+
+## Prise (findings / artifacts)
+- `tools/sample_tfidf.py` → `sample_tfidf.json` (289 KB, validated). PunkAChien's real
+  signature: **vec1_acid (df=18), cpluck (df=23)**; jungle_breaks/breaks165 are common
+  filler. `jungle_breaks` df=78, used everywhere — useless for ID, exactly as PLN said.
+- `armada/tide-table/models.py` — the fleet's typed vocabulary.
+- Take35 (2024-12-25, "Pitbul Punk") orbit fingerprint **matches PunkAChien** on the
+  track-specific signals (cpluck riff orbit-05, acid 04, 4:35 length). Pending ear.
+- `master_edl_take89.json` — 9 edits, **3 of them `bad_cut` = ground-truth labels** for
+  the boundary detectors.
+
+## Sel (the shareable learning)
+A track's identity isn't its loudest sample — it's its *rarest* one. The kick is in
+everything; the cpluck is in almost nothing. TF-IDF is just "how surprised am I to hear
+this here," and surprise is identity. (Corollary, learned the hard way: silence isn't a
+tell either — meth_bass goes quiet because the `d6` knob is awkward on the LaunchControl,
+not because the song says so. The instrument leaks into the data.)
+
+## Hameçon (hook)
+"I asked a search algorithm which sound *is* my song. It ignored the drums and pointed
+at one plucked cello note used in 23 tracks out of 800. It was right."

armada/tasks/README.md

+# tasks/ — L'Armada Captain's Log 🪵
+
+**Document as we go.** Every achieved task gets a lean entry here. This salvage
+operation is a *documentary in disguise* — these logs are the raw material for blog
+posts, devlogs, and video narration later. Write the entry **when the task lands**,
+while it's fresh.
+
+## Rules
+
+- One file per achieved task: `NNN-slug.md` (NNN = zero-padded sequence).
+- **Lean > complete.** A few honest sentences beat a wall of text.
+- Always capture the **shareable bit** — the insight or story beat a reader/viewer
+  would actually want. If there's nothing shareable, one line is fine.
+- Numbers, links, and concrete artifacts > adjectives.
+
+## Format
+
+```markdown
+---
+log: 000
+title: "Short punchy title"
+date: YYYY-MM-DD
+task: "#N board task (or n/a)"
+tags: [distribution, salvage, tooling, ...]
+shareable: true        # blog/video-worthy?
+---
+
+## Cap (what & why)
+One or two lines: what we set out to do, and why it mattered.
+
+## Manœuvre (how)
+The move — key decisions, approach, what we tried. Lean.
+
+## Prise (findings / artifacts)
+- Concrete outputs: files, numbers, links.
+
+## Sel (the shareable learning)        # 'sel' = the savor / the gold
+- The insight worth telling. The thing future-you forgets.
+
+## Hameçon (hook)                      # 'hameçon' = the hook, for content
+A punchy angle / story beat for a future post or video.
+
+## Sillage (what it unlocks)           # 'sillage' = the wake left behind
+What this makes possible next.
+```
+
+Sections are French nautical on purpose (sound ↔ sea). Drop any section that's empty.

armada/tide-table/README.md

+# tide-table · *Table des Vagues*
+
+The catalog — one source of truth for every ParVagues asset and where it lives.
+
+## Sources (reconciled, not duplicated)
+
+1. **`Prod/` archive** (freebox canonical) — masters, mixdowns, Audacity projects.
+2. **Site setlists** — `~/Work/Web/www/next/content/lives/**/tracks.json` already
+   names tracks per gig, with BPM, style, sample packs, and Tidal ingredients.
+3. **External** — SoundCloud, Bandcamp, YouTube, archive.org, Spotify/DSPs, IG.
+4. **Screen-rec / phone recordings** — provenance-tagged candidates.
+5. **`backlog.md`** (repo root) — hand-kept **monthly creation log**: the chronological
+   spine. Dates tracks/études, reveals creation cadence, carries collab attributions
+   (`[Louis]`, `[Raph]`…) and status sections (WIP / ÉBAUCHES / Somewhat complete / Prod)
+   + gig tracklists. Use it to date the undated SC/.tidal items and to seed the calendar.
+
+## Source-fetch methods (learned the hard way)
+
+- **Bandcamp** — WebFetch works: tracklist + **durations** + release date + license + tags.
+- **Site** (Next.js SSR) — WebFetch works: gig, setlist, BPM/style, collabs. Note a gig may
+  have BOTH a **live recap** (`/parvagues/live/{slug}`) and an **owned-event landing**
+  (`/{slug}`) — capture both; the landing carries lineup/poster (→ flotille + media).
+- **SoundCloud** — WebFetch BLOCKED (JS app, "browser not compatible"). Use **oEmbed**
+  (`https://soundcloud.com/oembed?format=json&url=…`) or the API instead.
+- **Canonicalization** — reconcile FR⇄EN + stage-vs-release titles via `aka`
+  (e.g. *Blue Gold* → **L'Or Bleu**, *Sept1* → **Premier Septembre**). Track
+  `performed_not_released` so the gap is visible.
+
+## Entry schema (per canonical track)
+
+```yaml
+- id: blue-gold              # stable slug
+  title: "Blue Gold"
+  aka: ["L'Or Bleu"]         # variants / French⇄EN
+  type: track                # track | live-set | demo | sketch | remix | collab
+  key: null
+  bpm: null
+  genre: [breaks, ambient]
+  status: performed          # written|demo|performed|recorded|mastered|released
+  tidal: []                  # étude/ébauche source .tidal path(s) — the written genesis
+  collab: []                 # flotille refs (see escales/flotille.yaml)
+  sources:                   # everywhere it exists
+    - { platform: prod,       path: "Prod/...", format: flac, quality: master }
+    - { platform: soundcloud, url: "https://soundcloud.com/parvagues/..." }
+    - { platform: bandcamp,   url: "..." }
+    - { platform: spotify,    url: "..." }      # presence = DSP-live ✓
+    - { platform: site,       gig: "cosmicfest", role: setlist }
+  master: { path: null, lufs: null }
+  artwork: null
+  first_performed: null
+  release_date: null
+  notes: ""
+```
+
+## Gigs vs tracks — DO NOT conflate
+
+A **gig / live-set** (CosmicFest, Opal, 38C3, CCC LIVE…) is one entry of
+`type: live-set`. Its `tracks.json` *enumerates* the **tracks** (`type: track`)
+performed in it. A gig name is **never** a track. The Prod `cosmicfest/` dir is the
+*recording of that gig* → a source on the live-set entry, which `setlist:`-links to the
+individual track entries it contains.
+
+```yaml
+- id: cosmicfest-2025
+  title: "Live @ CosmicFest v0"
+  type: live-set            # NOT a track
+  sources: [{ platform: site, gig: cosmicfest }, { platform: prod, path: "Prod/cosmicfest/..." }]
+  setlist: [quand-on-decolle, fabuleux, technorage, blue-gold, ...]  # → track entries
+```
+
+## Lifecycle: from étude to release
+
+A track has a life **before** it's a track. The earliest state is **written** — a
+`.tidal` *ébauche/étude*. Most études never progress, and that's fine: they're material
+(seeds, studies, fragments), catalogued and searchable — not failures.
+
+```
+written (étude/ébauche) → demo → performed → recorded → mastered → released
+```
+
+The funnel as it stands (2026-06):
+
+| stage | count |
+|---|---|
+| **written** (.tidal études) | ~818 — 688 `live/`, 86 `study/`, 12 `copycat/` … |
+| performed | dozens (site setlists) |
+| recorded (SoundCloud) | 68 |
+| released (DSP) | 25 |
+
+The site `tracks.json` `file` field already points each performed track to its `.tidal`
+source → the scanner wires `released ← performed ← written` automatically. The full étude
+corpus gets a lightweight index (`etudes.index`), so it's a seed bank, not dead weight.
+
+## Sampling & rights tiers (releasability)
+
+ParVagues' method is demucs-sampling, so DSP-releasability varies per track. Two fields:
+
+- `sample_tier`: `original` | `light` | `heavy` | `remix` | `voice` (+ `set` for live sets)
+- `rights`: `clear` | `review` | `needs-license` | `no-go`
+
+Mapping → DSP decision:
+
+| sample_tier | rights | DSP decision |
+|---|---|---|
+| original | clear | ✅ release |
+| light | review | ✅ low-risk (or clear sample) |
+| heavy | needs-license | 🟡 clear or swap sample before DSP |
+| remix / cover | no-go | 🔴 SoundCloud / live-only unless licensed |
+| voice / satire | no-go | 🔴 publicity/defamation risk (celebrity/political voice) |
+
+Triage lives in `triage.csv` (auto-seeded; PLN classifies the judgment calls), then
+gets ingested into per-track `sample_tier`/`rights` and a derived `dsp_ok`.
+
+## Gap analysis (the payoff)
+
+Once unified, query for **state mismatches** — e.g. tracks on Bandcamp/SoundCloud
+but *absent from Spotify* (the "friend asks for new music on Spotify" problem).
+Drives the `manifeste` release ordering.
+
+## Build
+
+`scan.py` (TODO) walks `Prod/` + ingests site `tracks.json` → emits `catalog.yaml`.
+Katana-first: validate the scanner against a few known tracks before trusting it.

armada/tide-table/ardour_stem_export.py

+#!/usr/bin/env python3
+"""
+Ardour stem salvage — export per-take per-orbit stems from the single
+"Tidal Multi" session into the Montreuil26 standard raw-stem layout:
+
+    Prod/_stems/{date}_{take}/orbit-NN.flac   (48k stereo, lossless)
+    Prod/_stems/{date}_{take}/_manifest.json  (take, date, orbits, sources)
+
+Each Take = one performance. Sources live in the Ardour interchange dir,
+named  TakeN_<chan>-<region>%<L|R>.wav  (chan = "Tidal 1".."Tidal 12"|Keys|Mic).
+Mostly 1 region/orbit (direct L/R join); multi-region channels are concatenated
+in region order first. SAFE: lossless, never touches the source session.
+
+Usage:
+    ardour_stem_export.py --list                 # list takes (no audio)
+    ardour_stem_export.py --take Take3 --dry      # show planned export
+    ardour_stem_export.py --take Take3            # export one take
+    ardour_stem_export.py --all                   # export all takes
+"""
+import xml.etree.ElementTree as ET
+import argparse, collections, datetime, json, re, subprocess, sys
+from pathlib import Path
+
+ARDOUR  = Path("/home/pln/Work/Sound/Ardour/Tidal Multi")
+SESSION = ARDOUR / "Tidal Multi.ardour"
+AUDIO   = ARDOUR / "interchange" / "Tidal Multi" / "audiofiles"
+OUT     = Path("/mnt/freebox/PLN/Work/Sound/Prod/_stems")
+
+NAME = re.compile(r'^(?P<take>.+?)_(?P<ch>Tidal \d+|Keys|Mic)-(?P<reg>\d+)(?:%(?P<lr>[LR]))?\.wav$')
+
+def chan_key(ch):
+    m = re.match(r'Tidal (\d+)', ch)
+    return f"orbit-{int(m.group(1)):02d}" if m else ch.lower()
+
+def parse():
+    root = ET.parse(SESSION).getroot()
+    sr = int(root.get('sample-rate') or 48000)
+    names = [s.get('name') for s in root.iter('Source') if s.get('name')]
+    # take -> chan -> lr('L'/'R'/'M') -> {reg:int -> filename}
+    takes = collections.defaultdict(lambda: collections.defaultdict(lambda: collections.defaultdict(dict)))
+    for nm in names:
+        m = NAME.match(nm)
+        if not m:
+            continue
+        lr = m.group('lr') or 'M'
+        takes[m.group('take')][m.group('ch')][lr][int(m.group('reg'))] = nm
+    return sr, takes
+
+def ordered(d):              # {reg:name} -> [name,...] by region
+    return [d[k] for k in sorted(d)]
+
+def take_date(takes, take):
+    for ch in takes[take].values():
+        for lr in ch.values():
+            for nm in lr.values():
+                p = AUDIO / nm
+                if p.exists():
+                    return datetime.date.fromtimestamp(p.stat().st_mtime).isoformat()
+    return "0000-00-00"
+
+def concat_to(files, dst):   # concat mono wavs (region order) -> one wav
+    if len(files) == 1:
+        return files[0]
+    inputs = []
+    for f in files: inputs += ["-i", str(AUDIO / f)]
+    fc = "".join(f"[{i}:a]" for i in range(len(files))) + f"concat=n={len(files)}:v=0:a=1[o]"
+    subprocess.run(["ffmpeg","-y","-loglevel","error",*inputs,"-filter_complex",fc,"-map","[o]",str(dst)],check=True)
+    return dst
+
+def export_take(sr, takes, take, dry=False):
+    date = take_date(takes, take)
+    outdir = OUT / f"{date}_{take}"
+    kept = []
+    for ch in sorted(takes[take], key=chan_key):
+        slots = takes[take][ch]
+        Ls, Rs, Ms = ordered(slots.get('L',{})), ordered(slots.get('R',{})), ordered(slots.get('M',{}))
+        present = [f for f in (Ls+Rs+Ms) if (AUDIO/f).exists()]
+        if not present:
+            continue
+        out = outdir / f"{chan_key(ch)}.flac"
+        kept.append({"channel": ch, "out": out.name, "regions": max(len(Ls),len(Rs),len(Ms)),
+                     "stereo": bool(Ls and Rs), "sources": present})
+        if dry:
+            continue
+        outdir.mkdir(parents=True, exist_ok=True)
+        tmp = []
+        if Ls and Rs:                       # stereo: join concatenated L + R
+            l = concat_to(Ls, outdir/"_L.wav"); r = concat_to(Rs, outdir/"_R.wav")
+            tmp += [p for p in (l,r) if isinstance(p,Path)]
+            subprocess.run(["ffmpeg","-y","-loglevel","error","-i",str(AUDIO/l if isinstance(l,str) else l),
+                            "-i",str(AUDIO/r if isinstance(r,str) else r),
+                            "-filter_complex","[0:a][1:a]join=inputs=2:channel_layout=stereo[a]",
+                            "-map","[a]","-c:a","flac",str(out)],check=True)
+        else:                                # mono channel (Keys/Mic or single-side)
+            src = concat_to(Ms or Ls or Rs, outdir/"_M.wav")
+            subprocess.run(["ffmpeg","-y","-loglevel","error","-i",str(AUDIO/src if isinstance(src,str) else src),
+                            "-c:a","flac",str(out)],check=True)
+        for t in tmp:
+            try: Path(t).unlink()
+            except OSError: pass
+    if not dry and kept:
+        (outdir/"_manifest.json").write_text(json.dumps(
+            {"take": take, "date": date, "sample_rate": sr,
+             "source": "Ardour 'Tidal Multi' interchange",
+             "orbits": [k for k in kept]}, indent=2, ensure_ascii=False))
+    return date, outdir, kept
+
+if __name__ == "__main__":
+    import xml.etree.ElementTree as ET  # noqa (kept local for clarity)
+    ap = argparse.ArgumentParser()
+    ap.add_argument("--take"); ap.add_argument("--all", action="store_true")
+    ap.add_argument("--list", action="store_true"); ap.add_argument("--dry", action="store_true")
+    a = ap.parse_args()
+    sr, takes = parse()
+    if a.list:
+        for tk in sorted(takes):
+            print(f"{take_date(takes,tk)}  {tk:10}  channels={len(takes[tk])}")
+        sys.exit(0)
+    targets = sorted(takes) if a.all else ([a.take] if a.take else [])
+    if not targets:
+        print("specify --take NAME | --all | --list"); sys.exit(1)
+    for tk in targets:
+        date, outdir, kept = export_take(sr, takes, tk, dry=a.dry)
+        tag = "DRY" if a.dry else "OK "
+        print(f"[{tag}] {tk} ({date}) -> {outdir}  : {len(kept)} stems"
+              + (f"  e.g. {kept[0]['out']} <- {len(kept[0]['sources'])} src" if kept else ""))

armada/tide-table/boundaries_take89_validated.json

+{
+  "take": "Take89",
+  "date": "2026-05-22",
+  "gig": {
+    "set_title": "Montreuil Algorave V3 — Mai Floral",
+    "venue": "Les Nouveaux Sauvages, Montreuil, FR",
+    "src": "file:lives/2026/montreuil-algorave{.md,/tracks.json}",
+    "as_of": "2026-06-05"
+  },
+  "time_base": "proxy/stem seconds (= GT_master - 3; calibrated via locate, 09-split @2309.1)",
+  "sources_merged": [
+    "Downloads/take89_boundary_verdicts(1).json (2026-06-05 12:14, newer — wins on dedup)",
+    "Downloads/take89_boundary_verdicts.json (12:03, subset)",
+    "PLN chat message 2026-06-05 (detailed per-track ear notes)"
+  ],
+  "boundaries": [
+    {"cut": 0, "into": "Piment brésilien", "t": 359, "mmss": "5:59", "verdict": "clean", "source": "export+ear", "note": "iconic g-funk 'piment' sample enters ~6:00"},
+    {"cut": 1, "into": "Take 5 Drops", "t": 725, "mmss": "12:05", "verdict": "clean", "source": "export(713)+ear", "note": "Piment outro + d10 ambient lingers 11:40→12:00; Take5 marimba/melodic by 12:10; PLN did a clean pure-percs transition. Export marked 713; ear ~12:05–12:10."},
+    {"cut": 2, "into": "Super Sunny Side Up", "t": 1133, "mmss": "18:53", "verdict": "clean", "source": "export(1131)+ear", "note": "Take5 outro ~18:35 with a riser overlap; Sunny in by 18:53"},
+    {"cut": 3, "into": "W.I.P. W.A.P.", "t": 1402, "mmss": "23:22", "verdict": "clean", "source": "export"},
+    {"cut": 4, "into": "'Plosive", "t": 1631, "mmss": "27:11", "verdict": "clean", "source": "export"},
+    {"cut": 5, "into": "Jeudi Drill", "t": 1822, "mmss": "30:22", "verdict": "trim_start", "source": "ear (CONFLICT)", "conflict": {"export_t": 1807.7, "message_t": 1822, "resolution": "1822", "why": "export was a -2s nudge; message is newer + explicit musical reason. Bad live transition: weird silence + hesitant first secs at GT 30:09; start clean at the marimba-riff entry 30:22. Drop 30:09–30:22."}},
+    {"cut": 6, "into": "Aria Sans Serif", "t": 2061, "mmss": "34:21", "verdict": "clean", "source": "export(2061.6)+ear AGREE"},
+    {"cut": 7, "into": "PunkAChien", "t": 2309, "mmss": "38:29", "verdict": "review", "source": "ear+analysis", "note": "cpluck riff carries across; kick+acid enter ~2330; d8 break dips at 2309; MFCC timbre shift ~2312–2316. PLN: riff 'suddenly steals' at 38:29, maybe a touch earlier. Single currently starts 2309.1. Precise sample-swap pin = timbral detector (#25). Candidate 2306–2309."},
+    {"cut": 8, "into": "You My Sunshine", "t": 2607, "mmss": "43:27", "verdict": "trim_start", "source": "ear", "note": "slight silence after PunkAChien; Sunshine real sound starts 43:26–27. PunkAChien single ends ~2600; trim the 2597–2607 gap for the Sunshine split."},
+    {"cut": 9, "into": "Desire", "t": 2926, "mmss": "48:46", "verdict": "trim_start", "source": "ear", "note": "trim a few secs of silence between last 'I know I know' linger (Sunshine) and Desire's synth loop start. GT 48:42; start where synth loop begins."},
+    {"cut": 10, "into": "L'or Bleu", "t": 3168, "mmss": "52:48", "verdict": "clean", "source": "export-gt"},
+    {"cut": 11, "into": "Premier Septembre", "t": 3426, "mmss": "57:06", "verdict": "clean", "source": "export-gt"},
+    {"cut": 12, "into": "Techno Orage", "t": 3754, "mmss": "62:34", "verdict": "trim_start+edit", "source": "ear", "note": "Sept1 chill pianos end ~62:20. d9 at 62:31 (~3751) is a MISTAKE → silence orbit-09 there. Start Orage at 62:34 on a nice fade-in of the orage drums+keys loops."},
+    {"cut": 13, "into": "La Révolution Sera Samplée", "t": 4173, "mmss": "69:33", "verdict": "trim_start+edit", "source": "ear", "note": "after Orage: silence, claps, encore — trim all for the release. Revolution starts after the claps/encore gap."}
+  ],
+  "track_end_edits": {
+    "La Révolution Sera Samplée": "End on a BANG: ring out the last note of d10; fade d4 OUT a bit earlier so d4 isn't lingering when d10 rings; consider larger reverb (broader ring) + a little delay. → render as a FRAGMENT in a few versions to choose."
+  }
+}

armada/tide-table/build_track_recording_map.py

+#!/usr/bin/env python3
+"""Locate-Matrix layer 0 — the FREE metadata map (no audio). See locate-matrix.md.
+
+Joins the canonical site tracklists × take_gig_map by DATE (±3d fallback) to produce
+candidate `(track × take)` cells, an inverted track→takes index, and coverage stats.
+Canonical track identity = the `.tidal` file path (so "Pitbul Punk" and "PunkAChien"
+merge). Everything here is state=`candidate` (metadata prior) — nothing is `verified`
+until the ear gate (L1). Honest about what didn't match.
+"""
+import json, re, glob
+from datetime import date
+from pathlib import Path
+
+HERE = Path(__file__).parent
+LIVES = Path("/home/pln/Work/Web/www/next/content/lives")
+TAKE_MAP = HERE / "take_gig_map.md"
+OUT = HERE / "track_recording_map.json"
+AS_OF = "2026-06-05"
+FUZZY_DAYS = 3
+
+
+def load_gigs():
+    gigs = {}
+    for f in glob.glob(str(LIVES / "**/tracks.json"), recursive=True):
+        slug = str(Path(f).parent.relative_to(LIVES))
+        try:
+            d = json.load(open(f))
+        except Exception:
+            continue
+        tracks = d.get("tracks") if isinstance(d, dict) else d
+        dt = (d.get("date") if isinstance(d, dict) else None) or ""
+        gigs[slug] = {"date": dt[:10], "tracks": tracks or []}
+    return gigs
+
+
+def parse_date(s):
+    m = re.match(r"(\d{4})-(\d{2})-(\d{2})", s or "")
+    return date(*map(int, m.groups())) if m else None
+
+
+def load_takes():
+    takes = []
+    for line in TAKE_MAP.read_text().splitlines():
+        m = re.match(r"\|\s*(\d{4}-\d{2}-\d{2})\s*\|\s*(Take\d+)\s*\|\s*([\d:]+)\s*\|"
+                     r"\s*(\d+)\s*\|\s*(\w+)\s*\|\s*(.*?)\s*\|", line)
+        if m:
+            d, tk, dur, orb, typ, label = m.groups()
+            takes.append({"date": d, "take": tk, "dur": dur, "orbits": int(orb),
+                          "type": typ, "label": label})
+    return takes
+
+
+def match_gig(take_date, gigs):
+    td = parse_date(take_date)
+    if not td:
+        return None, None
+    exact = [s for s, g in gigs.items() if g["date"] == take_date]
+    if len(exact) == 1:
+        return exact[0], "date-exact"
+    if len(exact) > 1:
+        return exact[0], "date-exact-AMBIGUOUS"
+    # ±FUZZY_DAYS window
+    near = sorted(
+        ((abs((parse_date(g["date"]) - td).days), s)
+         for s, g in gigs.items() if parse_date(g["date"])),
+        key=lambda x: x[0],
+    )
+    if near and near[0][0] <= FUZZY_DAYS:
+        return near[0][1], f"date±{near[0][0]}d"
+    return None, None
+
+
+def track_id(t):
+    """Canonical id = .tidal path; fall back to name."""
+    f = (t.get("file") or "").strip()
+    return f or f"name:{t.get('name', '?')}"
+
+
+def main():
+    gigs, takes = load_gigs(), load_takes()
+    cells, by_track = [], {}
+    matched = fuzzy = unmatched = 0
+    gig_has_take = set()
+
+    for tk in takes:
+        slug, method = match_gig(tk["date"], gigs)
+        if not slug:
+            unmatched += 1
+            continue
+        gig_has_take.add(slug)
+        if method == "date-exact":
+            matched += 1
+        else:
+            fuzzy += 1
+        is_set = tk["type"].upper() == "SET"
+        for tr in gigs[slug]["tracks"]:
+            tid = track_id(tr)
+            cell = {
+                "track": tid, "name": tr.get("name"), "tidal": tr.get("file"),
+                "take": tk["take"], "gig": slug, "take_type": tk["type"],
+                "bpm": tr.get("bpm"),
+                # SET take → track is somewhere in it; single-track take → ambiguous which
+                "state": "candidate" if is_set else "candidate-ambiguous",
+                "signals": {"metadata": True, "join": method},
+                "src": "derived:datejoin(site_tracklist×take_gig_map)", "as_of": AS_OF,
+            }
+            cells.append(cell)
+            rec = by_track.setdefault(tid, {"aliases": set(), "takes": set(), "gigs": set()})
+            if tr.get("name"):
+                rec["aliases"].add(tr["name"])
+            rec["takes"].add(tk["take"])
+            rec["gigs"].add(slug)
+
+    # release-readiness: tracks by # distinct takes that (per metadata) contain them
+    ranked = sorted(
+        ({"track": k, "aliases": sorted(v["aliases"]), "n_takes": len(v["takes"]),
+          "takes": sorted(v["takes"]), "gigs": sorted(v["gigs"])}
+         for k, v in by_track.items()),
+        key=lambda x: -x["n_takes"],
+    )
+    out = {
+        "schema": "locate-matrix L0 (metadata prior; nothing verified)",
+        "as_of": AS_OF,
+        "stats": {
+            "takes_total": len(takes), "takes_matched_exact": matched,
+            "takes_matched_fuzzy": fuzzy, "takes_unmatched": unmatched,
+            "gigs_total": len(gigs), "gigs_with_take": len(gig_has_take),
+            "gigs_without_take": len(gigs) - len(gig_has_take),
+            "distinct_tracks": len(by_track),
+            "tracks_multi_take": sum(1 for r in ranked if r["n_takes"] >= 2),
+            "candidate_cells": len(cells),
+        },
+        "release_readiness": ranked,
+        "cells": cells,
+    }
+    OUT.write_text(json.dumps(out, ensure_ascii=False, indent=1))
+    s = out["stats"]
+    print(f"✓ {OUT}")
+    print(f"  takes: {s['takes_total']} ({s['takes_matched_exact']} exact, "
+          f"{s['takes_matched_fuzzy']} ±{FUZZY_DAYS}d, {s['takes_unmatched']} unmatched)")
+    print(f"  gigs: {s['gigs_with_take']}/{s['gigs_total']} have a take")
+    print(f"  tracks: {s['distinct_tracks']} distinct, "
+          f"{s['tracks_multi_take']} in ≥2 takes (A/B/C possible)")
+    print(f"  candidate cells: {s['candidate_cells']}")
+    print("\n  top release-ready (most takes to choose from):")
+    for r in ranked[:12]:
+        nm = r["aliases"][0] if r["aliases"] else r["track"]
+        alias = f"  «{', '.join(a for a in r['aliases'] if a != nm)}»" if len(r["aliases"]) > 1 else ""
+        print(f"    {r['n_takes']:>2} takes  {nm}{alias}  → {', '.join(r['takes'])}")
+
+
+if __name__ == "__main__":
+    main()

armada/tide-table/build_triage_ui.py

+#!/usr/bin/env python3
+"""Reusable: build a keyboard-driven track-triage UI from the SoundCloud source cache.
+Regenerate anytime: python3 build_triage_ui.py  ->  triage.html"""
+import json, re, unicodedata
+SRC="sources"
+def norm(s):
+    s=(s or "").lower()
+    s=''.join(c for c in unicodedata.normalize('NFKD',s) if not unicodedata.combining(c))
+    s=re.sub(r'\(.*?\)','',s); s=re.sub(r'\[.*?\]','',s)
+    s=re.sub(r'(feat|ft|version|remix|instrumental|toma|take|wip|live).*','',s)
+    s=re.sub(r'[^a-z0-9]+',' ',s).strip()
+    return s
+dsp=[r["trackName"] for r in json.load(open(f"{SRC}/itunes_songs.json"))["results"] if r.get("wrapperType")=="track"]
+dsp+=[a["title"] for a in json.load(open(f"{SRC}/deezer_albums.json"))["data"]]
+dn={norm(t) for t in dsp if norm(t)}
+def on(t):
+    n=norm(t); return n in dn or any(n and (n in d or d in n) for d in dn)
+REMIX=re.compile(r'\b(remix|cover|\bx\b|mason|princess superstar|cardi|wap)\b',re.I)
+VOICE=re.compile(r'(macron|philippe|oudea|castera|cast[ée]ra)',re.I)
+TEST =re.compile(r'(wip|toma uno|\bdemo\b|prototype|premi[eè]re prise|take five|beta|\btest\b)',re.I)
+sc=[json.loads(l) for l in open(f"{SRC}/soundcloud.jsonl") if l.strip()]
+tracks=[]
+for t in sc:
+    title=t.get("title",""); dur=t.get("duration") or 0
+    if on(title): a="released"
+    elif dur>=720: a="set"
+    elif VOICE.search(title): a="voice"
+    elif REMIX.search(title): a="remix"
+    elif TEST.search(title): a="test"
+    else: a=""
+    tracks.append({"t":title,"u":t.get("webpage_url") or t.get("url") or "",
+                   "y":(t.get("upload_date") or "")[:4] or "?","p":t.get("view_count") or 0,
+                   "m":round(dur/60,1),"a":a})
+# Triage UNIQUE tracks, not whole sets — sets are containers, split separately (see task #18).
+SETS=[t for t in tracks if t["a"]=="set"]
+tracks=[t for t in tracks if t["a"]!="set"]
+tracks.sort(key=lambda x:-x["p"])
+print(f"(excluded {len(SETS)} live-sets — they get split into tracks separately)")
+
+TPL=r'''<!doctype html><html lang="en"><head><meta charset="utf-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<title>L'Armada · Track Triage</title>
+<style>
+:root{--abyss:#06121c;--deep:#0b2233;--ink:#dff1f5;--mute:#8fb3c0;--line:#1d4358;--foam:#7fe3d4}
+*{box-sizing:border-box}body{margin:0;font:15px/1.5 -apple-system,BlinkMacSystemFont,"Segoe UI",Roboto,sans-serif;color:var(--ink);background:linear-gradient(180deg,var(--abyss),#02161f);height:100vh;overflow:hidden}
+.app{display:grid;grid-template-columns:320px 1fr;height:100vh}
+.side{border-right:1px solid var(--line);overflow:auto;padding:10px}
+.side h1{font-size:14px;letter-spacing:1px;color:var(--foam);margin:6px 8px 4px}
+.prog{font-size:12px;color:var(--mute);margin:0 8px 8px}
+.bar{height:6px;background:#0a2c3c;border-radius:4px;margin:0 8px 10px;overflow:hidden}
+.bar i{display:block;height:100%;background:var(--foam);transition:width .3s}
+.row{display:flex;align-items:center;gap:8px;padding:5px 8px;border-radius:7px;cursor:pointer;font-size:13px}
+.row:hover{background:#0e2a3a}.row.cur{background:#12384c;outline:1px solid var(--foam)}
+.dot{width:9px;height:9px;border-radius:50%;flex:0 0 auto;background:#26485a}
+.row .ti{white-space:nowrap;overflow:hidden;text-overflow:ellipsis;flex:1}
+.row .yr{color:var(--mute);font-size:11px}
+.main{display:flex;flex-direction:column;padding:22px 26px;overflow:auto}
+.crumbs{color:var(--mute);font-size:12px}
+.title{font-size:26px;font-weight:700;margin:4px 0 2px}
+.meta{color:var(--mute);font-size:13px;margin-bottom:12px}
+.auto{display:inline-block;font-size:11px;border:1px solid var(--line);border-radius:6px;padding:1px 7px;color:var(--mute);margin-left:8px}
+iframe{width:100%;height:120px;border:0;border-radius:10px;background:#0a2c3c;margin-bottom:16px}
+.tiers{display:grid;grid-template-columns:repeat(auto-fit,minmax(150px,1fr));gap:8px;max-width:760px}
+.tier{display:flex;align-items:center;gap:10px;border:1px solid var(--line);border-radius:10px;padding:9px 11px;cursor:pointer;background:var(--deep);transition:.12s}
+.tier:hover{border-color:var(--foam)}.tier.sel{outline:2px solid var(--foam);background:#103246}
+.kbd{font-weight:800;width:22px;height:22px;border-radius:5px;display:grid;place-items:center;background:#0a2c3c;color:var(--ink);font-size:12px;flex:0 0 auto}
+.tier .lab{font-size:13px}.tier .ds{font-size:11px;color:var(--mute)}
+.note{margin-top:14px;max-width:760px}
+.note input{width:100%;background:#0a2c3c;border:1px solid var(--line);color:var(--ink);border-radius:8px;padding:9px 11px;font:inherit}
+.hint{color:var(--mute);font-size:12px;margin-top:14px;max-width:760px}
+.hint kbd{background:#0a2c3c;border:1px solid var(--line);border-radius:4px;padding:0 5px}
+.tools{margin-top:auto;padding-top:16px;display:flex;gap:10px}
+button{background:transparent;border:1px solid var(--line);color:var(--foam);border-radius:8px;padding:7px 13px;cursor:pointer;font:inherit}
+button:hover{border-color:var(--foam)}
+</style></head><body>
+<div class="app">
+  <div class="side">
+    <h1>⛵ TRACK TRIAGE</h1>
+    <div class="prog" id="prog"></div><div class="bar"><i id="barfill"></i></div>
+    <div id="list"></div>
+  </div>
+  <div class="main">
+    <div class="crumbs" id="crumbs"></div>
+    <div class="title" id="title"></div>
+    <div class="meta" id="meta"></div>
+    <iframe id="player" allow="autoplay"></iframe>
+    <div class="tiers" id="tiers"></div>
+    <div class="note"><input id="note" placeholder="note (optional) — what's sampled, who's feat., etc."></div>
+    <div class="hint">Keys: <kbd>←</kbd><kbd>→</kbd> navigate · letter = tag &amp; advance · <kbd>Space</kbd> play/pause · <kbd>n</kbd> note · <kbd>Backspace</kbd> clear · auto-tags are dim until you confirm.</div>
+    <div class="tools">
+      <button onclick="expJSON()">⬇ Export JSON</button>
+      <button onclick="expCSV()">⬇ Export CSV</button>
+      <button onclick="if(confirm('Reset all annotations?')){localStorage.removeItem(KEY);location.reload()}">Reset</button>
+    </div>
+  </div>
+</div>
+<script src="https://w.soundcloud.com/player/api.js"></script>
+<script>
+const TRACKS=/*__DATA__*/;
+const TIERS=[
+ {k:'o',id:'original',lab:'Original',c:'#46d39a',ds:'✅ release'},
+ {k:'l',id:'light',lab:'Light sampling',c:'#7fe3d4',ds:'✅ low-risk'},
+ {k:'h',id:'heavy',lab:'Heavy sampling',c:'#ffc24d',ds:'🟡 clear first'},
+ {k:'r',id:'remix',lab:'Remix / Cover',c:'#ff7a6b',ds:'🔴 live-only'},
+ {k:'v',id:'voice',lab:'Voice / Satire',c:'#ff6b6b',ds:'🔴 live-only'},
+ {k:'s',id:'set',lab:'Live-set',c:'#8fb3c0',ds:'🔴 live-only'},
+ {k:'t',id:'test',lab:'Test / Sketch',c:'#6a8290',ds:'— shelf'},
+ {k:'x',id:'released',lab:'Released',c:'#4a6b7a',ds:'skip'},
+];
+const TBK=Object.fromEntries(TIERS.map(t=>[t.k,t.id]));
+const TBI=Object.fromEntries(TIERS.map(t=>[t.id,t]));
+const KEY='armada_triage_v1';
+let state=JSON.parse(localStorage.getItem(KEY)||'null');
+if(!state){state={};TRACKS.forEach(t=>{if(t.a)state[t.u]={tier:t.a,note:'',auto:true};});}
+let i=0,widget=null;
+const $=id=>document.getElementById(id);
+function save(){localStorage.setItem(KEY,JSON.stringify(state));}
+function done(){return TRACKS.filter(t=>state[t.u]&&!state[t.u].auto).length;}
+function loadPlayer(u){
+  const f=$('player');
+  f.src='https://w.soundcloud.com/player/?url='+encodeURIComponent(u)+'&color=%2339c2b0&auto_play=false&show_comments=false&visual=false&buying=false&sharing=false&download=false';
+  try{widget=SC.Widget(f);}catch(e){widget=null;}
+}
+function renderList(){
+  const L=$('list');L.innerHTML='';
+  TRACKS.forEach((t,n)=>{
+    const a=state[t.u];const col=a?TBI[a.tier].c:'#26485a';
+    const d=document.createElement('div');d.className='row'+(n===i?' cur':'');
+    d.innerHTML='<span class="dot" style="background:'+col+(a&&a.auto?';opacity:.45':'')+'"></span><span class="ti">'+t.t+'</span><span class="yr">'+t.y+'</span>';
+    d.onclick=()=>{i=n;render();};L.appendChild(d);
+  });
+}
+function render(){
+  const t=TRACKS[i];const a=state[t.u];
+  $('crumbs').textContent=(i+1)+' / '+TRACKS.length+(t.a?'   · auto-guess: '+TBI[t.a].lab:'');
+  $('title').textContent=t.t;
+  $('meta').innerHTML=t.y+' · '+t.p+' plays · '+t.m+' min'+(a?' <span class="auto">'+(a.auto?'auto: ':'you: ')+TBI[a.tier].lab+'</span>':'');
+  const T=$('tiers');T.innerHTML='';
+  TIERS.forEach(tr=>{
+    const sel=a&&a.tier===tr.id;
+    const e=document.createElement('div');e.className='tier'+(sel?' sel':'');
+    e.style.borderLeft='4px solid '+tr.c;
+    e.innerHTML='<span class="kbd">'+tr.k.toUpperCase()+'</span><span><div class="lab">'+tr.lab+'</div><div class="ds">'+tr.ds+'</div></span>';
+    e.onclick=()=>tag(tr.id);T.appendChild(e);
+  });
+  $('note').value=a?a.note||'':'';
+  const d=done();$('prog').textContent=d+' / '+TRACKS.length+' confirmed ('+(TRACKS.length-d)+' to go)';
+  $('barfill').style.width=(100*d/TRACKS.length)+'%';
+  loadPlayer(t.u);renderList();
+  document.querySelector('.row.cur')?.scrollIntoView({block:'nearest'});
+}
+function tag(id){const t=TRACKS[i];state[t.u]={tier:id,note:($('note').value||''),auto:false};save();nextTodo();}
+function nextTodo(){let j=i;for(let n=1;n<=TRACKS.length;n++){const k=(i+n)%TRACKS.length;const a=state[TRACKS[k].u];if(!a||a.auto){j=k;break;}}i=(j===i)?Math.min(i+1,TRACKS.length-1):j;render();}
+function go(d){i=Math.max(0,Math.min(TRACKS.length-1,i+d));render();}
+document.addEventListener('keydown',e=>{
+  if(e.target.id==='note'){if(e.key==='Enter'||e.key==='Escape'){state[TRACKS[i].u]=state[TRACKS[i].u]||{tier:'',auto:false};state[TRACKS[i].u].note=$('note').value;save();e.target.blur();}return;}
+  if(e.key==='ArrowRight'){go(1);e.preventDefault();}
+  else if(e.key==='ArrowLeft'){go(-1);e.preventDefault();}
+  else if(e.key===' '){if(widget)widget.toggle();e.preventDefault();}
+  else if(e.key==='n'){$('note').focus();e.preventDefault();}
+  else if(e.key==='Backspace'){delete state[TRACKS[i].u];save();render();e.preventDefault();}
+  else if(TBK[e.key.toLowerCase()]){tag(TBK[e.key.toLowerCase()]);e.preventDefault();}
+});
+function dl(name,txt,type){const b=new Blob([txt],{type});const u=URL.createObjectURL(b);const a=document.createElement('a');a.href=u;a.download=name;a.click();URL.revokeObjectURL(u);}
+function expJSON(){const o=TRACKS.map(t=>({title:t.t,url:t.u,year:t.y,plays:t.p,min:t.m,tier:state[t.u]?.tier||'',dsp:state[t.u]?TBI[state[t.u].tier].ds:'',confirmed:state[t.u]?!state[t.u].auto:false,note:state[t.u]?.note||''}));dl('triage-export.json',JSON.stringify(o,null,2),'application/json');}
+function expCSV(){const rows=[['title','url','tier','dsp','confirmed','note']];TRACKS.forEach(t=>{const a=state[t.u];rows.push([t.t,t.u,a?.tier||'',a?TBI[a.tier].ds:'',a?(!a.auto):'',a?.note||''].map(x=>'"'+String(x).replace(/"/g,'""')+'"'));});dl('triage-export.csv',rows.map(r=>r.join(',')).join('\n'),'text/csv');}
+render();
+</script></body></html>'''
+open("triage.html","w").write(TPL.replace("/*__DATA__*/", json.dumps(tracks, ensure_ascii=False)))
+print("triage.html written:", len(tracks), "tracks")
+auto=sum(1 for t in tracks if t["a"])
+print(f"pre-tagged (auto): {auto}  |  to classify by ear: {len(tracks)-auto}")

armada/tide-table/catalog.yaml

+# tide-table · Table des Vagues — catalog (SEED / worked example)
+# First real, reconciled data: CosmicFest v0, charted across site + Bandcamp + SoundCloud.
+# Validates the schema & the performed-vs-released / FR⇄EN aliasing problem.
+# status: idea | demo | performed | recorded | mastered | released
+
+live_sets:
+  - id: cosmicfest-2025
+    title: "live@cosmicfest"
+    type: live-set
+    event: cosmicfest            # ontology key
+    date: "2025-06-21"           # performed (Labenne, FR)
+    released: "2025-06-28"       # Bandcamp release
+    venue: "Labenne, France"
+    status: released
+    license: "CC BY-SA"
+    bpm_range: [80, 160]
+    collab: [rhadamanthe]        # samples in Premier Septembre & Lady Perplexity
+    inspiration: ["Leifur James"]
+    sources:
+      - { platform: site,       gig: cosmicfest, url: "https://me.nech.pl/parvagues/live/cosmicfest" }
+      - { platform: bandcamp,   url: "https://parvagues.bandcamp.com/album/live-cosmicfest" }
+      - { platform: soundcloud, url: "https://soundcloud.com/parvagues/cosmicfest", note: "JS-rendered; fetch via oEmbed/API" }
+      - { platform: youtube,    url: null, note: "2025 edition video exists on YouTube — find URL" }
+      - { platform: prod,       path: "Prod/cosmicfest/" }
+    setlist: [quand-on-decolle, fabuleux, paris, ghosts-in-the-toilets, nuit-dorage,
+              bain-electrique, la-fin-de-linsouciance, venons-ensemble, lor-bleu,
+              sunny-side-up, premier-septembre, lady-perplexity, lete-a-mauerpark, jeudi-drill]
+    performed_not_released: ["Ambient Cha0s??", "La C.r.e.m.e"]   # in stage setlist, not on the release
+    notes: "Stage names differ from release titles — see track aka fields."
+
+tracks:
+  - { id: quand-on-decolle, title: "Quand on Décolle", type: track, bpm: 120, style: ambient, duration: "3:11", status: released }
+  - { id: fabuleux,         title: "Fabuleux",         type: track, bpm: 93,  style: lounge,  duration: "3:36", status: released }
+  - { id: paris,            title: "Paris",            type: track, bpm: 80,  style: breaks,  duration: "3:48", status: released }
+  - id: ghosts-in-the-toilets
+    title: "Ghosts in the T01l3ts"
+    aka: ["Ghosts in the Toilets"]
+    type: track
+    bpm: 160
+    style: dnb
+    duration: "6:20"
+    status: released
+    notes: "Texture from 38C3 (ghost sample)."
+  - id: nuit-dorage
+    title: "Nuit d'orage"
+    aka: ["TechnOrage"]          # likely stage segment folded into the 23min storm piece — verify
+    type: track
+    bpm: 104
+    style: techno
+    duration: "23:19"
+    status: released
+    notes: "Long-form storm centrepiece (orage sample bank). Verify if it merges multiple stage cues."
+  - { id: bain-electrique, title: "Bain électrique", aka: ["Bain Electrique"], type: track, bpm: 128, style: breaks, duration: "3:58", status: released }
+  - id: la-fin-de-linsouciance
+    title: "La fin de l'insouciance"
+    aka: ["L'Insouciance", "insouciance"]
+    type: track
+    bpm: 120
+    style: techno
+    duration: "6:31"
+    status: released
+  - { id: venons-ensemble, title: "Venons Ensemble", type: track, bpm: 85, style: dnb, duration: "5:18", status: released, notes: "come_bass/come_eguitar/come_voice 3-part band pack." }
+  - id: lor-bleu
+    title: "L'Or Bleu"
+    aka: ["Blue Gold", "Blue Gold 🌇"]   # FR release title ⇄ EN stage name
+    type: track
+    bpm: 94
+    style: lounge
+    duration: "5:17"
+    status: released
+    inspiration: ["Leifur James"]
+    notes: "suns_keys/suns_guitar/suns_voice originals."
+  - { id: sunny-side-up, title: "Sunny Side Up", type: track, bpm: 120, style: lounge, duration: "6:55", status: released }
+  - id: premier-septembre
+    title: "Premier Septembre"
+    aka: ["Sept1", "Sept 1"]
+    type: track
+    bpm: 120
+    style: collab
+    duration: "7:21"
+    status: released
+    collab: [rhadamanthe]        # rhadamanthe_melo/vocal + cpluck
+  - id: lady-perplexity
+    title: "Lady Perplexity"
+    type: track
+    bpm: 138
+    style: breaks
+    duration: "4:51"
+    status: released
+    collab: [rhadamanthe]
+  - { id: lete-a-mauerpark, title: "L'été à Mauerpark", aka: ["Mauerpark"], type: track, bpm: 120, style: techno, duration: "3:40", status: released, notes: "moogBass Berlin warmth, Leslie/chorus." }
+  - { id: jeudi-drill, title: "Jeudi Drill", aka: ["JeuDrill"], type: track, bpm: 140, style: drill, duration: "4:40", status: released, notes: "bogdan_grime 'I'm from Cardiff!' vocals; marimba1 melody." }

armada/tide-table/gap-report.md

+# tide-table · Gap Report (corrected: DSP = Apple ∪ Deezer)
+
+_Sources: SoundCloud (yt-dlp), Apple iTunes Search API, Deezer API. Apple is the richest DSP proxy; Deezer undercounts. Spotify pending (needs spotipy+creds)._
+
+- **DSP catalog: 25 distinct titles**, last release **2024-10-04** (~frozen).
+- **SoundCloud tracks: 51** → **10 already on DSP**, **41 not** (the backlog).
+
+## Release backlog — SC tracks not on any DSP (triage: test / live-only / release)
+
+| plays | year | min | title |
+|--:|--:|--:|---|
+| 121 | 2021 | 2.0 | I come from Cyberspace |
+| 69 | 2021 | 1.0 | Perce-neige Printanier |
+| 54 | 2025 | 11.0 | Live@38C3: Chaos Music Club 🪩 |
+| 53 | 2022 | 2.0 | Faith in Bass (feat. Sculpture) |
+| 48 | 2025 | 8.0 | Perfect Party - Mason X Princess Superstar live remix |
+| 42 | 2020 | 5.0 | Samedi ? Interdit ! (feat. Macron) |
+| 40 | 2020 | 3.0 | Soleil Pourpre |
+| 37 | 2025 | 4.0 | WIP - WAP (Cardi B remix) |
+| 31 | 2024 | 4.0 | El Mundo Interior (toma uno) |
+| 30 | 2021 | 3.0 | Pixels Roses |
+| 29 | 2021 | 2.0 | Jardin d'Hiver |
+| 29 | 2021 | 6.0 | Tidal Crime Investigation |
+| 29 | 2020 | 3.0 | Au revoir Lord Toyota |
+| 27 | 2020 | 4.0 | Vie Hivernale |
+| 25 | 2020 | 6.0 | Progressivement, Mardi |
+| 23 | 2025 | 4.0 | Maudite soit la Guerre |
+| 22 | 2020 | 4.0 | Stack Aérienne |
+| 21 | 2025 | 7.0 | Premier Septembre (version longue) |
+| 21 | 2021 | 2.0 | Un dimanche mineur |
+| 19 | 2025 | 5.0 | Liquid Finale - feat @NVZT |
+| 17 | 2020 | 5.0 | Ré comme remède |
+| 17 | 2020 | 2.0 | Calorifère |
+| 17 | 2020 | 3.0 | Du Code |
+| 16 | 2025 | 6.0 | Transition à Fez : Ton numéro |
+| 16 | 2025 | 4.0 | Ton Numéro |
+| 15 | 2024 | 2.0 | Deck the (Dance) Hall |
+| 14 | 2023 | 5.0 | Octobre Jaune |
+| 14 | 2020 | 2.0 | Ciel Étoilé |
+| 13 | 2023 | 4.0 | La Canopée |
+| 13 | 2020 | 2.0 | Accel |
+| 11 | 2020 | 3.0 | Battements Printaniers |
+| 10 | 2023 | 5.0 | It's About Time |
+| 9 | 2025 | 2.0 | Chez Cricri - Épisode 1 : Intro Citare |
+| 9 | 2023 | 5.0 | Smart Motivated Person |
+| 9 | 2020 | 4.0 | Dure Liberté |
+| 8 | 2020 | 8.0 | Prière Dure |
+| 7 | 2020 | 4.0 | Bleu Cassé |
+| 7 | 2020 | 4.0 | YouMay |
+| 5 | 2026 | 2.0 | Take Five Drops |
+| 4 | 2026 | 2.0 | Piment Brésilien |
+| 4 | 2020 | 4.0 | Pensif |

armada/tide-table/locate-matrix.md

+# L'Armada — Track × Recording Locate-Matrix (the fleet ledger)
+
+> Goal: a **trustworthy map** of which catalog track lives in which recording, *where*
+> (time-offset), and *how sure we are* — so we can pick best takes, form honest A/B/C
+> comparisons, and mine sets (val-thorens, raise…) for releasable singles.
+
+## Why this, why now
+
+We tried to A/B PunkAChien and discovered we don't actually know what B is. The blind
+cross-correlation that sourced "Hamburg PunkAChien" was a **false positive** (z=10 →
+Insouciance→Liquid Finale). Empirical precision of acted-on locates so far = **1 TP / 1 FP
+= 50%**. We have ~**1** ear-verified track↔take node and **0** systematic map. We can't
+compare takes we haven't found. **Build the map before comparing anything.**
+
+## The asymmetry that makes it tractable
+
+We are NOT identifying tracks from nothing. We have strong priors:
+- **23 canonical site tracklists** (raise 17, montreuil 15, val-thorens 14, cosmicfest 14…)
+  — what was played at each gig, with the `.tidal` file per track.
+- **63 Ardour takes** mapped (loosely) to gigs (`take_gig_map.md`; 16 labeled, 37 blank).
+- Each track's **`.tidal` score** (samples, `dN`→orbit map, `setcps` tempo).
+- A growing set of **released references** (SoundCloud 51, DSP 25, Bandcamp) = real audio
+  of many catalog tracks.
+
+So the job is mostly **"where in this take is the track the setlist says is there"** +
+confidence, NOT blind search. Metadata collapses the hypothesis space; audio + ear confirm.
+
+## Layered matcher (never blind xcorr again)
+
+Each `(track, take)` cell accrues evidence from independent signals, then a **human gate**:
+
+| layer | signal | strength | cost |
+|---|---|---|---|
+| **L0 metadata prior** | site tracklist × take→gig join | strong *whether*, zero *where* | free |
+| **L1 ear gate (oracle)** | PLN confirms in the review UI | ground truth | human |
+| **L2 cross-correlation** | track reference clip vs take onset-envelope → offset + z | strong *where* when a reference exists | cheap |
+| **L3 tempo/structure** | `setcps` BPM + orbit-usage fingerprint vs take stem-map | disambiguates, no reference needed | medium |
+
+Rules learned the hard way:
+- **z-floor.** z=29 was right, z=10 was wrong → provisional accept floor **z ≥ 20**, and
+  **everything still goes to the ear** before `verified`. z is a ranking aid, not a verdict.
+- **References bootstrap.** Released versions seed L2. The first ear-verified instance of a
+  track becomes the reference to find it in *other* takes (propagation).
+- **Metadata ≠ truth either.** A tracklist may list a planned track that wasn't performed,
+  or a take→gig label may be `(±3d)` fuzzy. Priors are priors.
+
+## Data model
+
+`track_recording_map.json` — array of cells:
+```jsonc
+{
+  "track": "PunkAChien",            // canonical track id
+  "tidal": "live/collab/raph/punkachien.tidal",
+  "take": "Take89",                  // recording id (Ardour take or .aup)
+  "gig": "2026/montreuil-algorave",  // site slug (provenance, not a fact about audio)
+  "offset_s": 2309.1, "dur_s": 287.74,
+  "signals": { "metadata": true, "z": 29.0, "tempo_ok": true },
+  "state": "verified",               // absent | candidate | suspect | verified
+  "src": "user:ear+derived:locate",  // provenance type:locator
+  "as_of": "2026-06-05"
+}
+```
+States: `candidate` (metadata says it should be here), `suspect` (audio hit but unconfirmed
+/ low-z / conflicting), `verified` (ear-gated), `absent` (looked, not there).
+
+## Output / payoff
+
+- **Release-readiness by take-availability**: tracks appearing in ≥2 takes → A/B/C is
+  *possible*; rank singles by how many clean takes exist. (PunkAChien shows in 4 setlists.)
+- **Set-mining**: val-thorens / raise tracklists → their takes → extractable singles.
+- A **Bridge "fleet matrix" UI** (track rows × take cols, cell = state+z) to review and
+  ear-verify, reusing the design system.
+
+## Build order (MVP-first)
+
+- **L0 (this pass):** join site tracklists × `take_gig_map` → metadata candidate map +
+  inverted `track → [takes]` index + coverage stats. Pure data, zero audio. Honest about
+  unmatched gigs/takes.
+- **L1:** minimal review UI — list candidates, play the take at the (eventually located)
+  offset, mark `verified|suspect|absent`. Ear is the oracle.
+- **L2:** cross-correlation offset-finder (`tidal-ears master locate` already exists) wired
+  to references; fills `offset_s` + `z` for candidates; z≥20 + ear.
+- **L3:** tempo + orbit fingerprint for reference-less disambiguation.
+
+The misidentified `hamburg_stems` / `masters/hamburg_*` are kept as a salvage candidate
+(Insouciance→Liquid Finale @ 39C3), not shipped as PunkAChien.

armada/tide-table/master_edl_take89.json

+{
+ "take": "Take89",
+ "gig": "2026/montreuil-algorave",
+ "edits": [
+  {
+   "take": "Take89",
+   "track_no": 2,
+   "name": "Piment Brésilien",
+   "tidal": "live/collab/raph/piment_bresilien.tidal",
+   "op": "eq_highshelf",
+   "at": "whole",
+   "to": null,
+   "value": -2.0,
+   "kind": "harsh",
+   "reason": "highs piercing on mobile when lead/keys climb high under heavy FX",
+   "device": "WH-1000XM5+phone",
+   "status": "open",
+   "provenance": {
+    "source": "ear",
+    "locator": "aigus perçants sur mobile quand le lead/keys montent + FX forts — tame ~4-8kHz, dynamic",
+    "as_of": "2026-06-05",
+    "note": "phone + WH-1000XM5 resplit review"
+   }
+  },
+  {
+   "take": "Take89",
+   "track_no": 2,
+   "name": "Piment Brésilien → Take 5 Drops",
+   "tidal": null,
+   "op": "trim_out",
+   "at": "-5",
+   "to": null,
+   "value": null,
+   "kind": "bad_cut",
+   "reason": "boundary ~5s too early: next track's bass change bleeds into tail",
+   "device": "WH-1000XM5+phone",
+   "status": "open",
+   "provenance": {
+    "source": "ear",
+    "locator": "on entend le changement de basse de la suivante AVANT le cut",
+    "as_of": "2026-06-05",
+    "note": "phone + WH-1000XM5 resplit review"
+   }
+  },
+  {
+   "take": "Take89",
+   "track_no": 3,
+   "name": "Take 5 Drops → Super Sunny Side Up",
+   "tidal": "live/midi/nova/lounge/take_5_drops.tidal",
+   "op": "crossfade",
+   "at": "end",
+   "to": null,
+   "value": null,
+   "kind": "transition",
+   "reason": "hard silence→onset butt-join; add short crossfade or trim-to-groove",
+   "device": "WH-1000XM5+phone",
+   "status": "open",
+   "provenance": {
+    "source": "ear",
+    "locator": "silence à la fin de la 3 puis 4 démarre direct — abrupt",
+    "as_of": "2026-06-05",
+    "note": "phone + WH-1000XM5 resplit review"
+   }
+  },
+  {
+   "take": "Take89",
+   "track_no": 4,
+   "name": "Super Sunny Side Up",
+   "tidal": "live/midi/nova/lounge/sunny_side_up.tidal",
+   "op": "fade_out",
+   "at": "4:00",
+   "to": "4:09",
+   "value": null,
+   "kind": "laborious",
+   "reason": "outro laborious — end at 4:00, or 4:09 with a small fade",
+   "device": "WH-1000XM5+phone",
+   "status": "open",
+   "provenance": {
+    "source": "ear",
+    "locator": "se terminerait à 4:00, ou 4:09 sur petit fade",
+    "as_of": "2026-06-05",
+    "note": "phone + WH-1000XM5 resplit review"
+   }
+  },
+  {
+   "take": "Take89",
+   "track_no": 5,
+   "name": "W.I.P. W.A.P.",
+   "tidal": "live/midi/nova/dnb/wap.tidal",
+   "op": "trim_in",
+   "at": "1.0",
+   "to": null,
+   "value": null,
+   "kind": "bad_cut",
+   "reason": "trim ~1s break intro, start directly on the vocal",
+   "device": "WH-1000XM5+phone",
+   "status": "open",
+   "provenance": {
+    "source": "ear",
+    "locator": "commence sur 1s+ de break puis vocal — start au vocal",
+    "as_of": "2026-06-05",
+    "note": "phone + WH-1000XM5 resplit review"
+   }
+  },
+  {
+   "take": "Take89",
+   "track_no": 5,
+   "name": "W.I.P. W.A.P.",
+   "tidal": "live/midi/nova/dnb/wap.tidal",
+   "op": "investigate",
+   "at": "3:29",
+   "to": "3:31",
+   "value": null,
+   "kind": "anomaly",
+   "reason": "~2s odd silence/dropout — investigate (stem gap? mute glitch?)",
+   "device": "WH-1000XM5+phone",
+   "status": "open",
+   "provenance": {
+    "source": "ear",
+    "locator": "silence bizarre 3:29-3:31",
+    "as_of": "2026-06-05",
+    "note": "phone + WH-1000XM5 resplit review"
+   }
+  },
+  {
+   "take": "Take89",
+   "track_no": 5,
+   "name": "W.I.P. W.A.P. → 'Plosive",
+   "tidal": "live/midi/nova/dnb/wap.tidal",
+   "op": "crossfade",
+   "at": "3:26",
+   "to": "3:45",
+   "value": null,
+   "kind": "transition",
+   "reason": "messy tail 3:31-3:42; test fragment crossfades ~3:26→3:45 into 'Plosive",
+   "device": "WH-1000XM5+phone",
+   "status": "open",
+   "provenance": {
+    "source": "ear",
+    "locator": "bordel jusqu'à 3:42; crossfade direct 3:26→3:45+ ; PLN veut tester des fragments",
+    "as_of": "2026-06-05",
+    "note": "phone + WH-1000XM5 resplit review"
+   }
+  },
+  {
+   "take": "Take89",
+   "track_no": 6,
+   "name": "'Plosive",
+   "tidal": "live/midi/nova/dnb/plosive.tidal",
+   "op": "gain",
+   "at": "kick",
+   "to": null,
+   "value": -2.0,
+   "kind": "level",
+   "reason": "kick hotter than rest of set; match kick gain across tracks",
+   "device": "WH-1000XM5+phone",
+   "status": "open",
+   "provenance": {
+    "source": "ear",
+    "locator": "kick trop fort vs basses+mélodie; trop loud vs le kick des autres pistes — set-relative match",
+    "as_of": "2026-06-05",
+    "note": "phone + WH-1000XM5 resplit review"
+   }
+  },
+  {
+   "take": "Take89",
+   "track_no": 6,
+   "name": "'Plosive → Jeudi Drill",
+   "tidal": "live/midi/nova/dnb/plosive.tidal",
+   "op": "trim_out",
+   "at": "2:59",
+   "to": null,
+   "value": null,
+   "kind": "bad_cut",
+   "reason": "runs into T7 Jeudi Drill (Bogdan voice) — cut the next-track head",
+   "device": "WH-1000XM5+phone",
+   "status": "open",
+   "provenance": {
+    "source": "ear",
+    "locator": "2:59 'Plosive ends, next sound is Bogdan Jeudrill sample",
+    "as_of": "2026-06-05",
+    "note": "phone + WH-1000XM5 resplit review"
+   }
+  }
+ ]
+}
\ No newline at end of file

armada/tide-table/models.py

+"""Shared pydantic models for the TidalCycles → tracks tooling (L'Armada).
+
+One typed, JSON-serializable vocabulary across the fleet: provenance, the
+locate-matrix cell, the master edit-decision list (EDL), and the sample TF-IDF
+report. Every produced artifact is a model → validated on read, dumped on write.
+
+Design rules encoded here:
+  - **Metadata carries provenance** (value + source TYPE + locator + as_of), so any
+    fact is traceable and corrections propagate. (feedback_metadata_provenance)
+  - **The ear is the oracle**: a match isn't `verified` until source=user/ear.
+  - **Never invent gig metadata**: gig is a site slug (a pointer), not a fact.
+
+JSON: `m.model_dump_json(indent=1)` to write, `Model.model_validate_json(txt)` to
+read. Enums serialize as their string value.
+"""
+from __future__ import annotations
+
+from datetime import date
+from enum import Enum
+from typing import Optional
+
+from pydantic import BaseModel, Field
+
+
+# ── provenance ────────────────────────────────────────────────────────────────
+class Source(str, Enum):
+    user = "user"        # PLN said so (typed by hand)
+    ear = "ear"          # PLN's ear on audio — the oracle for identity/mastering
+    file = "file"        # read from a canonical file (site tracklist, .tidal…)
+    web = "web"          # scraped/fetched online
+    derived = "derived"  # computed (locate xcorr, tfidf, date-join…)
+
+
+class Provenance(BaseModel):
+    """Where a value came from, so it can be trusted and corrected."""
+    source: Source
+    locator: str = ""                 # path, URL, "xcorr z=29", "datejoin±3d"…
+    as_of: date
+    note: str = ""
+
+
+# ── locate-matrix ─────────────────────────────────────────────────────────────
+class MatchState(str, Enum):
+    absent = "absent"                          # looked, track not in this take
+    candidate = "candidate"                    # metadata says it should be here
+    candidate_ambiguous = "candidate-ambiguous"  # single-track take, which track?
+    suspect = "suspect"                        # audio hit but low-z / conflicting
+    verified = "verified"                      # ear-gated truth
+
+
+class LocateSignals(BaseModel):
+    metadata: bool = False
+    join: Optional[str] = None         # "date-exact" | "date±3d" | "label"
+    z: Optional[float] = None          # xcorr confidence (z ≥ 20 floor, ear still gates)
+    tempo_ok: Optional[bool] = None    # setcps BPM matches
+    fingerprint: Optional[float] = None  # IDF-weighted sample/orbit overlap (L3)
+
+
+class LocateCell(BaseModel):
+    """One (track × recording) cell of the fleet ledger."""
+    track: str                          # canonical id = .tidal path (merges aliases)
+    name: Optional[str] = None          # display name in this gig ("Pitbul Punk")
+    tidal: Optional[str] = None
+    take: str                           # Ardour take or .aup id
+    gig: Optional[str] = None           # site slug — a pointer, not an audio fact
+    take_type: Optional[str] = None     # track | SET | sketch
+    bpm: Optional[float] = None
+    offset_s: Optional[float] = None
+    dur_s: Optional[float] = None
+    signals: LocateSignals = Field(default_factory=LocateSignals)
+    state: MatchState = MatchState.candidate
+    provenance: Optional[Provenance] = None
+
+
+# ── master edit-decision list (EDL) — ear-feedback → typed fixes ──────────────
+class EditOp(str, Enum):
+    trim_in = "trim_in"            # cut N seconds off the head
+    trim_out = "trim_out"          # cut the tail at `at`
+    fade_in = "fade_in"
+    fade_out = "fade_out"
+    crossfade = "crossfade"        # `at`→`to` overlap into next track
+    gain = "gain"                  # level nudge (value = dB), e.g. kick match
+    eq_highshelf = "eq_highshelf"  # tame highs (value = dB @ ~freq in note)
+    investigate = "investigate"    # flagged anomaly, no op yet
+
+
+class EditKind(str, Enum):
+    bad_cut = "bad_cut"            # boundary bleed (also = ground-truth label!)
+    laborious = "laborious"        # drags / outro too long
+    harsh = "harsh"                # high-end piercing (esp. mobile)
+    level = "level"                # cross-track loudness mismatch
+    anomaly = "anomaly"            # dropout, weird silence
+    transition = "transition"      # abrupt / needs crossfade
+
+
+class EditStatus(str, Enum):
+    open = "open"
+    applied = "applied"
+    rejected = "rejected"
+
+
+class MasterEdit(BaseModel):
+    """A single mastering decision, sourced from the ear, replayable + labelable.
+
+    Each `bad_cut` is simultaneously a fix instruction AND a ground-truth label
+    for the boundary/edge detectors (#25/#31): tune them until they catch these.
+    """
+    take: str = "Take89"
+    track_no: Optional[int] = None
+    name: str
+    tidal: Optional[str] = None
+    op: EditOp
+    at: str                         # timecode "m:ss" or seconds, within the track
+    to: Optional[str] = None        # end timecode for crossfade/range ops
+    value: Optional[float] = None   # dB for gain/eq, seconds for fades
+    kind: EditKind
+    reason: str
+    device: str = ""                # "WH-1000XM5+phone" — translation context
+    status: EditStatus = EditStatus.open
+    provenance: Provenance
+
+
+class MasterEDL(BaseModel):
+    take: str
+    gig: Optional[str] = None
+    edits: list[MasterEdit] = Field(default_factory=list)
+
+
+# ── sample TF-IDF ─────────────────────────────────────────────────────────────
+class SampleHit(BaseModel):
+    sample: str
+    score: float          # tf-idf
+    df: int               # document frequency across corpus
+
+
+class TrackSignature(BaseModel):
+    n_samples: int
+    tf: dict[str, int]
+    top_tfidf: list[SampleHit] = Field(default_factory=list)
+
+
+class TfidfReport(BaseModel):
+    corpus: str
+    n_docs: int
+    vocab_size: int
+    df: dict[str, int]
+    idf: dict[str, float]
+    tracks: dict[str, TrackSignature]

armada/tide-table/performance_notes.md

+# Performance & recording notes — the archivist's log
+
+Durable capture of **PLN's ear-feedback** on recordings, performances, samples,
+transitions, mistakes and fixes. This is source material for better sampling,
+effect choices, and auto-mastering heuristics — write down everything, even
+small reactions. One section per take/performance; cite track + timecode.
+
+> Convention (see project CLAUDE.md): every listening pass that yields a reaction
+> gets logged here. Times are in the take's proxy/stem seconds unless noted.
+
+---
+
+## Take89 — Montreuil Algorave V3 "Mai Floral", 2026-05-22 (15 tracks)
+
+> Gig metadata (venue **Les Nouveaux Sauvages, Montreuil**, org @a_f_alfl, visuals
+> @shipow, poster, setlist) is canonical in `Work/Web/www/next/content/lives/2026/
+> montreuil-algorave.md` + `/tracks.json` — **do not duplicate or invent here.**
+> Mastering artifacts reference take-id + date only. (split_bandcamp.py's
+> `ALBUM="…La Cour des Lézards"` is WRONG → fix in metadata quest.)
+
+Boundaries (machine-readable, merged + conflict-resolved):
+`tide-table/boundaries_take89_validated.json`. Calibration: proxy ≈ GT_master − 3.
+
+### Listening pass 2026-06-05 — RESPLIT review, phone + Sony WH-1000XM5
+
+> PLN auditioned ~half the Montreuil resplit masters on **mobile + WH-1000XM5**
+> (phone playback = real mono/translation + small-driver test). Track numbers per
+> canonical setlist (montreuil-algorave/tracks.json). Times = within-resplit-track.
+> These drive #26 (resplit crossfade bleed), #31 (edge-detection), and a NEW
+> cross-track-consistency concern (kick level, high-end harshness).
+
+- **T2 Piment Brésilien** — *"stylé!"* BUT *"les aigus un peu trop perçants sur mobile
+  quand il monte vraiment high le piment comme les keys, surtout quand les effets sont
+  forts."* → **high-end harshness on mobile** when the lead/keys climb high + FX heavy.
+  Fix candidate: dynamic high-shelf / de-ess tied to FX intensity; check 4–8kHz on a
+  mobile-sim curve. (Tonal-balance instrument, mono/small-driver target.)
+- **Boundary bleed (~T2→T3?)** — *"le début de la suivante mal cut genre 5s trop tôt?
+  On entend le changement de basse AVANT le cut!"* → split point ~5s too early; the
+  **next track's bass change is audible in the current track's tail**. Classic
+  crossfade/boundary bleed (#26). Likely Piment→Take5Drops; confirm by ear.
+- **T3 Take 5 Drops → T4 Super Sunny Side Up** — *"transition un peu abrupte: silence à
+  la fin de la 3 puis 4 qui démarre direct?"* → **hard silence→onset**, no overlap.
+  Needs a short crossfade or trim-to-groove rather than dead-silence butt-join.
+- **T4 Super Sunny Side Up** — *"se terminerait à 0400, ou à 0409 sur un petit fade —
+  moins laborieux la fin."* → **end is laborious**; trim to **4:00**, or **4:09 w/ a
+  small fade**. (Outro edge-detection #31.)
+- **T5 W.I.P. W.A.P.**:
+  - *"commence sur 1s+ de break puis vocal? Commence direct au vocal voyons!"* →
+    **trim the ~1s break intro, start on the vocal** (#31 intro-trim).
+  - *"silence bizarre de 0329 à 0331 — investigate?"* → **~2s odd silence/dropout @
+    3:29–3:31**; investigate source (gap in stems? mute glitch?).
+  - *"ensuite c'est le bordel jusqu'à 0342 où on commence à crossfade 'Plosive."* →
+    messy tail 3:31–3:42. **Proposal: crossfade directly ~3:26 → 3:45+ into 'Plosive.**
+    PLN wants to **test fragments** of this transition. 😁
+- **T6 'Plosive**:
+  - *"au casque Sony WH5, le kick est trop fort comparé aux basses et même aux éléments
+    mélodiques — ptet trop 'loud' comparé au mix du kick dans les autres pistes."* →
+    **kick level inconsistent across the set** (Plosive kick hotter than others).
+    Cross-track kick-gain matching needed (set-relative mastering, not per-track only).
+  - *"2:59 'Plosive ends, next sound is Bogdan **Jeudrill** sample — bad cut."* → the
+    resplit of 'Plosive (T6) **runs into T7 Jeudi Drill** (jeudrill.tidal, Bogdan
+    sampled voice). Boundary ~5–10s late / includes next-track head (#26).
+
+**Cross-cutting takeaways (feed the engines):**
+1. **Boundaries are still bleeding both ways** — too-early (bass pre-echo) and too-late
+   (next-track head). Per-orbit timbral novelty (#25) + ear-gate, not level alone.
+2. **High-end harshness is mobile-specific** → need a **mobile/mono translation check**
+   in the tonal instrument, not just LUFS/TP.
+3. **Kick loudness must be matched ACROSS tracks** (set-relative), a new dimension on
+   top of per-track −14.
+4. PLN wants a **fragment-test loop** for transitions (esp. WAP→'Plosive crossfade).
+
+### Sample / sound identity (measured + PLN)
+- **PunkAChien**: core riff = **cpluck** (orbit-05, A♯/G♯) octave-dropped — the
+  bass/riff spine, plays nearly throughout. **acid** = vec1_acid (orbit-04, D2),
+  front-half + a build. **moog** (orbit-09) = the deep mononote **sub**, drop-only
+  (enters ~242–281s of the single). `meth_bass` (orbit-06) **silent this take**
+  (named like a wobble monster, plays zero seconds — verify by ear, not by name).
+- **Piment brésilien**: has an **iconic g-funk "piment" sample** (entry ~6:00) —
+  signature, recognisable. Outro carries a **d10 ambient** tail that lingers.
+- **You My Sunshine**: built entirely on the **`no_sunshine`** sample ("Ain't No
+  Sunshine" — the "I know I know" vocal on d5, guitar/chops on d7/d9/d11).
+- **Take 5 Drops**: marimba/melodic riff is the recognisable entry.
+
+### Transitions & live mistakes (per PLN, by ear)
+- **→ Jeudi Drill (30:09→30:22)**: *bad live transition* — "I changed tracks badly
+  this time": a weird silence then hesitant first seconds. Fix for release: start
+  clean at the **marimba-riff entry 30:22**, drop 30:09–30:22.
+- **→ Aria (34:21)**: clean.
+- **→ PunkAChien (38:29)**: riff "suddenly steals Aria's stage" — cpluck carries
+  across; kick+acid land ~38:50; perceived steal at 38:29 (= pattern re-trigger /
+  break dip). Wants maybe a touch earlier — precise pin pending timbral detection.
+- **→ You My Sunshine (~43:27)**: slight silence after PunkAChien; real sound at
+  43:26–27 → trim the gap for the split.
+- **→ Desire (~48:46)**: a few secs of silence between the last "I know I know"
+  linger and Desire's synth loop — trim it.
+- **Premier Septembre → Techno Orage (62:20→62:34)**: Sept1 chill pianos end ~62:20;
+  **d9 at 62:31 is a MISTAKE → silence orbit-09 there, period**; start Orage at
+  **62:34** on a nice fade-in of the orage drums+keys loops.
+- **→ La Révolution (69:33)**: preceded by silence, claps, **encore** — trim all
+  for the track release.
+
+### Desired edits / fragment experiments
+- **La Révolution — end on a BANG**: ring out the **last note of d10**; fade **d4
+  OUT earlier** so it isn't lingering when d10 rings; try **larger reverb** (broader
+  ring) + **a little delay**. → render a few **fragment** versions to choose.
+- **Club master**: true −9 LUFS needs a limiter stage (current linear loudnorm caps
+  at ~−11.5 to respect −1 dBTP).
+
+## How ParVagues performs (perspective for the whole system)
+
+> Why this matters for tooling: a recorded take is **one live performance**, not a
+> canonical arrangement. The same track sounds structurally different take-to-take
+> because the *entry* is improvised to fit the set's momentum. Our analysis must not
+> assume a fixed intro/section layout — detect it per-take.
+
+- **The intro is a live transition decision.** Where each element spawns depends on
+  what came before and the floor energy. Examples of opening moves PLN uses:
+  - **spawn the bass early** when transitioning *onto a hot dancefloor* from a
+    previous track (skip the slow build — keep the body moving);
+  - **start ambient/atmos first** (e.g. lead with `d9`) for a slow, breathing open;
+  - **start on a drums transition** — e.g. HPF the incoming `jungle_breaks` and do a
+    `d8`-into-`d8` file switcharoo so the groove crossfades from the prior track.
+- Consequence: "where does the track really start?" and section boundaries are
+  **performance-dependent**; the same single mastered from two takes will have
+  different lead-ins, builds, and drop placement. This is *why* the A/B players are
+  two **independent** transports (not a shared playhead) — and why intro/outro
+  edge-detection (#31) must be content-driven per take, never inferred from the score.
+
+### Instrument / controller ergonomics (affects fingerprinting!)
+- **`d6` (meth_bass) is sporadic, NOT track-specific.** PLN uses meth_bass *sometimes,
+  not always* — and its absence is partly a **controller-ergonomics artifact**: `d6` is
+  awkward to reach/trigger on the LaunchControl XL right now. So **orbit-06 silence is
+  not a discriminative fingerprint feature** — don't use it to identify a track; many
+  takes drop d6 for reasons that have nothing to do with the score. (Caught me
+  over-weighting "orbit-06 silent" as a PunkAChien tell, 2026-06-05.)
+- **Long-run idea:** fix d6 ergonomics on the Tidal/MIDI side (remap so meth_bass is
+  reachable mid-flow) so its use reflects musical intent, not reach.
+
+### Mastering reactions (PunkAChien)
+- Montreuil reads **bass-forward** (centroid ~639 Hz, dom=sub) — confirm punchy not
+  boomy by ear. Montreuil is the **dynamic** take (LRA 7.4, has breakdown+drop).
+- **38C3 take found = Take35** (2026-06-05): 2024-12-25, "Pitbul Punk", 4:35 standalone
+  track take. Fingerprint matches on *track-specific* signals: cpluck riff (orbit-05) +
+  acid (04) + percs + 4:35 length. **Pending PLN ear-verify** before `verified`.
+- ⚠️ The old "Hamburg/Take87" PunkAChien was a **misidentification** (actually La Fin
+  de l'Insouciance → Liquid Finale @ 39C3). Do NOT A/B against it; real second take =
+  Take35 (38C3), plus Take36 (the 61:46 Toilet set) for an in-set version.

armada/tide-table/punkachien/build_master.py

+#!/usr/bin/env python3
+"""PunkAChien stem-master builder (config-driven Rhadamanthe chain).
+
+Katana first: track-level, role-driven master from per-orbit stems. Once proven
+here, promote to `tidal-ears master track`. Reuses ffmpeg (no bespoke DSP).
+
+Role map measured via `tidal-ears master eda` on Take89 [2387:2674.74]:
+  01 kick(A#1, low transient)  02 snare/clap  03 hats(air)  04 acid(D2, front half)
+  05 cpluck(A#2 — the riff/bass SPINE)  07 silent(disabled d7)  08 jungle break
+  09 moog SUB(drop only ~208-240s)  11 outro atmos   06/10/12 silent.
+
+Chain (per MASTERING.md / layering.tidal):
+  per-stem gain-stage→HPF/LPF  ·  bass bus (acid+cpluck+moog) sidechain-ducked by
+  kick  ·  drums widened to sides, kick centred  ·  sum  ·  mono-bass ≤120  ·
+  glue comp 1.5:1  ·  two-pass loudnorm.
+"""
+import argparse, json, subprocess, sys, tempfile, re
+from pathlib import Path
+
+STEMS = Path(__file__).parent / "stems"
+
+# role spec: orbit -> (label, highpass Hz, lowpass Hz|None, group)
+# group ∈ {kick, drums, bass, top, atmos}; silent orbits omitted.
+ROLES = {
+    "01": ("kick",   28,   18000, "kick"),
+    "02": ("snare",  160,  None,  "drums"),
+    "03": ("hats",   450,  None,  "drums"),
+    "04": ("acid",   70,   None,  "bass"),
+    "05": ("cpluck", 42,   None,  "bass"),
+    "08": ("break",  130,  None,  "top"),
+    "09": ("moog",   25,   1800,  "bass"),
+    "11": ("atmos",  120,  None,  "atmos"),
+}
+
+
+def ff(args, **kw):
+    return subprocess.run(args, capture_output=True, text=True, **kw)
+
+
+def loudnorm_measure(infile, I, TP, LRA):
+    """Pass 1: measure."""
+    r = ff(["ffmpeg", "-hide_banner", "-nostats", "-i", str(infile),
+            "-af", f"loudnorm=I={I}:TP={TP}:LRA={LRA}:print_format=json",
+            "-f", "null", "-"])
+    m = re.findall(r"(\{[^{}]*?\"input_i\"[^{}]*?\})", r.stderr + r.stdout, re.S)
+    return json.loads(m[-1]) if m else None
+
+
+def build(variant, target_lufs, sc_ratio, sc_thresh, widen, target_tp=-1.0,
+          fade_in=0.25, fade_out=4.0, dur=287.74, clip=None, moog_gain=0.0,
+          outdir="masters", prefix="montreuil"):
+    out = Path(__file__).parent / outdir / f"{prefix}_{variant}.flac"
+    seek = []
+    if clip:
+        cs, ce = (float(x) for x in clip.split(":"))
+        seek = ["-ss", str(cs), "-t", str(ce - cs)]
+        dur, fade_in, fade_out = ce - cs, 0.02, 0.15
+    inputs, idx = [], {}
+    for n, orbit in enumerate(ROLES):
+        f = STEMS / f"orbit-{orbit}.flac"
+        idx[orbit] = n
+        inputs += [*seek, "-i", str(f)]
+
+    parts, kick_lbl = [], None
+    bass_lbls, drum_lbls, top_lbls, atmos_lbls = [], [], [], []
+    for orbit, (label, hp, lp, group) in ROLES.items():
+        i = idx[orbit]
+        chain = [f"highpass=f={hp}"]
+        if lp:
+            chain.append(f"lowpass=f={lp}")
+        if group == "moog" or label == "moog":
+            chain.append("pan=stereo|c0=0.5*c0+0.5*c1|c1=0.5*c0+0.5*c1")  # mono sub
+            if moog_gain:
+                chain.append(f"volume={moog_gain}dB")
+        lbl = f"s{orbit}"
+        parts.append(f"[{i}:a]" + ",".join(chain) + f"[{lbl}]")
+        if group == "kick":
+            kick_lbl = lbl
+        elif group == "bass":
+            bass_lbls.append(lbl)
+        elif group == "drums":
+            drum_lbls.append(lbl)
+        elif group == "top":
+            top_lbls.append(lbl)
+        elif group == "atmos":
+            atmos_lbls.append(lbl)
+
+    # kick split: one to mix, one as sidechain key
+    parts.append(f"[{kick_lbl}]asplit=2[kmix][kkey]")
+
+    # bass bus → sidechain-ducked by kick
+    parts.append("".join(f"[{l}]" for l in bass_lbls)
+                 + f"amix=inputs={len(bass_lbls)}:normalize=0[bassraw]")
+    if sc_ratio > 1.01:
+        sc_lin = 10 ** (sc_thresh / 20.0)  # filter wants linear threshold
+        parts.append(f"[bassraw][kkey]sidechaincompress="
+                     f"threshold={sc_lin:.6f}:ratio={sc_ratio}:attack=5:release=120:makeup=1[bass]")
+    else:
+        parts.append("[bassraw]anull[bass]")
+
+    # drums widened to the sides (Rhad: drums spatialised), kick stays centred
+    drum_mix = "".join(f"[{l}]" for l in drum_lbls) + \
+        f"amix=inputs={len(drum_lbls)}:normalize=0,extrastereo=m={widen}[drums]"
+    parts.append(drum_mix)
+
+    top_all = top_lbls + atmos_lbls
+    parts.append("".join(f"[{l}]" for l in top_all)
+                 + f"amix=inputs={len(top_all)}:normalize=0[top]")
+
+    # sum everything (normalize=0 keeps levels; we gain-staged via HPF only,
+    # so pre-trim the sum to leave headroom, then glue)
+    parts.append("[kmix][bass][drums][top]amix=inputs=4:normalize=0,"
+                 "volume=-7dB[summed]")
+    # mono-bass ≤120: split, low→mono, recombine
+    parts.append("[summed]asplit=2[sumlo][sumhi]")
+    parts.append("[sumlo]lowpass=f=120,pan=stereo|c0=0.5*c0+0.5*c1|c1=0.5*c0+0.5*c1[lo]")
+    parts.append("[sumhi]highpass=f=120[hi]")
+    parts.append("[lo][hi]amix=inputs=2:normalize=0[mb]")
+    # glue comp
+    parts.append("[mb]acompressor=threshold=-22dB:ratio=1.5:attack=30:release=100:makeup=1dB[glue]")
+    # fades for clean intro/outro
+    parts.append(f"[glue]afade=t=in:st=0:d={fade_in},"
+                 f"afade=t=out:st={dur-fade_out}:d={fade_out}[pre]")
+
+    graph = ";".join(parts)
+    tmp = Path(tempfile.gettempdir()) / f"pac_{variant}_pre.wav"
+    r = ff(["ffmpeg", "-hide_banner", "-nostats", *inputs,
+            "-filter_complex", graph, "-map", "[pre]",
+            "-c:a", "pcm_f32le", str(tmp), "-y"])
+    if r.returncode != 0:
+        print(r.stderr[-3000:], file=sys.stderr)
+        sys.exit(1)
+
+    # two-pass loudnorm
+    meas = loudnorm_measure(tmp, target_lufs, target_tp, 11)
+    ln = (f"loudnorm=I={target_lufs}:TP={target_tp}:LRA=11:"
+          f"measured_I={meas['input_i']}:measured_TP={meas['input_tp']}:"
+          f"measured_LRA={meas['input_lra']}:measured_thresh={meas['input_thresh']}:"
+          f"offset={meas['target_offset']}:linear=true:print_format=summary")
+    out.parent.mkdir(exist_ok=True)
+    r2 = ff(["ffmpeg", "-hide_banner", "-nostats", "-i", str(tmp),
+             "-af", ln, "-ar", "44100", "-c:a", "flac", "-compression_level", "8",
+             str(out), "-y"])
+    if r2.returncode != 0:
+        print(r2.stderr[-3000:], file=sys.stderr)
+        sys.exit(1)
+    tmp.unlink(missing_ok=True)
+    print(f"✓ {out.name}  (LUFS≈{target_lufs}, sc_ratio={sc_ratio}, widen={widen})")
+    return out
+
+
+def build_twotrack(src, variant, target_lufs, widen, target_tp=-1.0,
+                   fade_in=0.0, fade_out=0.0):
+    """Master a stereo 2-track (e.g. Hamburg live capture — no stems).
+    Bus-only chain: HPF/LPF → mono-bass ≤120 → drum-less widen → glue → loudnorm.
+    """
+    out = Path(__file__).parent / "masters" / f"hamburg_{variant}.flac"
+    out.parent.mkdir(exist_ok=True)
+    dur = float(ff(["ffprobe", "-v", "error", "-show_entries", "format=duration",
+                    "-of", "default=nw=1:nk=1", str(src)]).stdout.strip())
+    parts = [
+        "[0:a]highpass=f=22,lowpass=f=19000[clean]",
+        "[clean]asplit=2[lo0][hi0]",
+        "[lo0]lowpass=f=120,pan=stereo|c0=0.5*c0+0.5*c1|c1=0.5*c0+0.5*c1[lo]",
+        f"[hi0]highpass=f=120,extrastereo=m={widen}[hi]",
+        "[lo][hi]amix=inputs=2:normalize=0[mb]",
+        "[mb]acompressor=threshold=-22dB:ratio=1.5:attack=30:release=100:makeup=1dB[glue]",
+    ]
+    last = "glue"
+    if fade_in or fade_out:
+        parts.append(f"[glue]afade=t=in:st=0:d={fade_in or 0.01},"
+                     f"afade=t=out:st={dur-(fade_out or 0.01)}:d={fade_out or 0.01}[pre]")
+        last = "pre"
+    graph = ";".join(parts)
+    tmp = Path(tempfile.gettempdir()) / f"pac_ham_{variant}_pre.wav"
+    r = ff(["ffmpeg", "-hide_banner", "-nostats", "-i", str(src),
+            "-filter_complex", graph, "-map", f"[{last}]",
+            "-c:a", "pcm_f32le", str(tmp), "-y"])
+    if r.returncode != 0:
+        print(r.stderr[-3000:], file=sys.stderr); sys.exit(1)
+    meas = loudnorm_measure(tmp, target_lufs, target_tp, 11)
+    ln = (f"loudnorm=I={target_lufs}:TP={target_tp}:LRA=11:"
+          f"measured_I={meas['input_i']}:measured_TP={meas['input_tp']}:"
+          f"measured_LRA={meas['input_lra']}:measured_thresh={meas['input_thresh']}:"
+          f"offset={meas['target_offset']}:linear=true:print_format=summary")
+    r2 = ff(["ffmpeg", "-hide_banner", "-nostats", "-i", str(tmp), "-af", ln,
+             "-ar", "44100", "-c:a", "flac", "-compression_level", "8", str(out), "-y"])
+    if r2.returncode != 0:
+        print(r2.stderr[-3000:], file=sys.stderr); sys.exit(1)
+    tmp.unlink(missing_ok=True)
+    print(f"✓ {out.name}  (LUFS≈{target_lufs}, widen={widen})")
+    return out
+
+
+if __name__ == "__main__":
+    ap = argparse.ArgumentParser()
+    ap.add_argument("--twotrack", help="master a stereo file instead of stems")
+    ap.add_argument("--variant", required=True)
+    ap.add_argument("--lufs", type=float, default=-14.0)
+    ap.add_argument("--sc-ratio", type=float, default=3.0)
+    ap.add_argument("--sc-thresh", type=float, default=-24.0)
+    ap.add_argument("--widen", type=float, default=1.15)
+    ap.add_argument("--clip", help="render only START:END (seconds) → frags/ dir")
+    ap.add_argument("--moog-gain", type=float, default=0.0, help="dB trim on moog sub (orbit-09)")
+    ap.add_argument("--stems-dir", help="override stems dir (e.g. hamburg_stems)")
+    ap.add_argument("--dur", type=float, help="override track duration (s)")
+    ap.add_argument("--prefix", default="montreuil", help="output filename prefix")
+    a = ap.parse_args()
+    if a.stems_dir:
+        STEMS = Path(__file__).parent / a.stems_dir
+    if a.twotrack:
+        build_twotrack(a.twotrack, a.variant, a.lufs, a.widen)
+    else:
+        outdir = "frags" if a.clip else "masters"
+        kw = {"clip": a.clip, "moog_gain": a.moog_gain, "outdir": outdir, "prefix": a.prefix}
+        if a.dur: kw["dur"] = a.dur
+        build(a.variant, a.lufs, a.sc_ratio, a.sc_thresh, a.widen, **kw)

armada/tide-table/punkachien/build_player_data.py

+#!/usr/bin/env python3
+"""Precompute the Judge UI's player data → armada/ui/public/punkachien.json.
+
+The katana produces data; React consumes it. Per take we emit:
+  - orbit activity over time (RMS dB, 2 s bins), grouped by measured role family
+  - a momentary-LUFS trace per master (ffmpeg ebur128) + integrated LUFS / LRA / TP
+
+Montreuil orbit activity comes from the windowed Take89 stem-map; Hamburg's is
+computed from the already-windowed hamburg_stems. Calibration: stem ≈ master − 3.
+"""
+import json, re, subprocess, sys
+from pathlib import Path
+import numpy as np
+
+HERE = Path(__file__).parent
+OUT = HERE.parent.parent / "ui" / "public" / "punkachien.json"
+DUR = 287.74
+BIN_S = 2.0
+ACTIVE_DB = -38.0          # lane lights above this
+MONTREUIL_WIN = (2309.1, 2596.8)
+
+# role families (DESIGN.md). vox folds into melodic's stack.
+ROLE_GROUPS = [
+    {"key": "percs",   "label": "Percs",   "color": "#ff8c00", "glyph": "▰"},
+    {"key": "bass",    "label": "Bass",    "color": "#7c5cff", "glyph": "▂"},
+    {"key": "melodic", "label": "Melodic", "color": "#36c5f0", "glyph": "♪"},
+    {"key": "tops",    "label": "Tops",    "color": "#2dd4bf", "glyph": "≈"},
+    {"key": "atmos",   "label": "Atmos",   "color": "#8a93a6", "glyph": "◌"},
+]
+# measured PunkAChien arrangement (orbit -> label, family)
+ROLE_MAP = {
+    "01": ("kick", "percs"), "02": ("snare", "percs"), "03": ("hats", "percs"),
+    "04": ("acid", "bass"),  "05": ("cpluck", "bass"), "09": ("moog sub", "bass"),
+    "08": ("break", "tops"), "11": ("atmos", "atmos"),
+}
+
+
+def ff(args):
+    return subprocess.run(args, capture_output=True, text=True)
+
+
+def ffprobe_dur(path):
+    r = ff(["ffprobe", "-v", "error", "-show_entries", "format=duration",
+            "-of", "default=nw=1:nk=1", str(path)])
+    try:
+        return float(r.stdout.strip())
+    except ValueError:
+        return DUR
+
+
+def loudness(path):
+    """Momentary-LUFS trace (0.5 s grid) + integrated / LRA / true-peak."""
+    r = ff(["ffmpeg", "-hide_banner", "-nostats", "-loglevel", "verbose",
+            "-i", str(path), "-filter_complex", "ebur128=peak=true",
+            "-f", "null", "-"])
+    txt = r.stderr
+    pts = re.findall(r"t:\s*([\d.]+).*?\sM:\s*(-?[\d.]+|-inf)", txt)
+    grid, cur, step = [], 0.0, 0.5
+    bucket = []
+    # frames ~ every 0.1s; bucket to 0.5s mean (ignoring -inf/silence floor)
+    for t, m in pts:
+        t = float(t)
+        val = None if m == "-inf" else float(m)
+        if t >= cur + step:
+            grid.append(round(float(np.mean([b for b in bucket if b is not None]
+                                             or [-70.0])), 1))
+            bucket = []
+            cur += step
+        bucket.append(val)
+    summ = txt.split("Summary:")[-1]
+    def g(pat, d):
+        m = re.search(pat, summ)
+        return round(float(m.group(1)), 1) if m else d
+    return {
+        "trace": grid, "stepS": step,
+        "I": g(r"I:\s*(-?[\d.]+)\s*LUFS", None),
+        "LRA": g(r"LRA:\s*(-?[\d.]+)\s*LU", None),
+        "TP": g(r"Peak:\s*(-?[\d.]+)\s*dBFS", None),
+    }
+
+
+def montreuil_orbits(dur):
+    sm = json.loads((HERE / "stemmap_take89.json").read_text())
+    rms = sm["rms_db"]
+    sb = int(round(MONTREUIL_WIN[0] / BIN_S))
+    n = int(round(dur / BIN_S))
+    orbits = []
+    for i, name in enumerate(sm["orbits"]):
+        o = name.split("-")[1]
+        if o not in ROLE_MAP:
+            continue
+        act = [round(float(x), 1) for x in rms[i][sb:sb + n]]
+        if max(act) <= ACTIVE_DB:
+            continue
+        label, group = ROLE_MAP[o]
+        orbits.append({"orbit": o, "label": label, "group": group, "activity": act})
+    return orbits
+
+
+def hamburg_orbits(dur):
+    stems = HERE / "hamburg_stems"
+    n = int(round(dur / BIN_S))
+    orbits = []
+    for o in (f"{i:02d}" for i in range(1, 13)):
+        if o not in ROLE_MAP:
+            continue
+        f = stems / f"orbit-{o}.flac"
+        if not f.exists():
+            continue
+        # decode mono @ 4kHz f32, RMS per 2s bin
+        r = subprocess.run(["ffmpeg", "-v", "error", "-i", str(f), "-ac", "1",
+                            "-ar", "4000", "-f", "f32le", "-"], capture_output=True)
+        sig = np.frombuffer(r.stdout, dtype=np.float32)
+        sr = 4000
+        per = int(BIN_S * sr)
+        act = []
+        for b in range(n):
+            seg = sig[b * per:(b + 1) * per]
+            rms = float(np.sqrt(np.mean(seg**2))) if seg.size else 0.0
+            act.append(round(20 * np.log10(rms) if rms > 1e-7 else -240.0, 1))
+        if max(act) <= ACTIVE_DB:
+            continue
+        label, group = ROLE_MAP[o]
+        orbits.append({"orbit": o, "label": label, "group": group, "activity": act})
+    return orbits
+
+
+def take(tid, label, gig, date, stream_f, club_f, orbits_fn):
+    dur = round(ffprobe_dur(HERE / stream_f), 2)
+    masters = {}
+    loud = {}
+    for k, fn in (("stream", stream_f), ("club", club_f)):
+        path = HERE / fn
+        ld = loudness(path)
+        masters[k] = {"file": fn, "I": ld["I"], "LRA": ld["LRA"], "TP": ld["TP"]}
+        loud[k] = {"trace": ld["trace"], "stepS": ld["stepS"]}
+        print(f"  {tid}/{k}: I={ld['I']} LRA={ld['LRA']} TP={ld['TP']} "
+              f"({len(ld['trace'])} pts)", flush=True)
+    return {"id": tid, "label": label, "gig": gig, "date": date,
+            "dur": dur, "binS": BIN_S, "masters": masters, "loud": loud,
+            "orbits": orbits_fn(dur)}
+
+
+def main():
+    print("building player data…", flush=True)
+    data = {
+        "track": "PunkAChien",
+        "calibration": "stem ≈ master − 3 s (verified by cross-correlation, z=29)",
+        "activeDb": ACTIVE_DB,
+        "roleGroups": ROLE_GROUPS,
+        # NOTE: the "Hamburg/39C3" take was MISIDENTIFIED — locate (z=10, weak) grabbed
+        # a La Fin de l'Insouciance → Liquid Finale stretch from Take87 (PunkAChien is
+        # not in the 39C3 set). Real Hamburg PunkAChien = 38C3 Toilet Rave 2024 ("Pitbul
+        # Punk", Take35/36); to be re-sourced + ear-verified before it returns to the A/B.
+        "note": "Single confirmed take (Montreuil). Hamburg/39C3 was misidentified "
+                "(actually Insouciance→Liquid Finale) and pulled; real Hamburg PunkAChien "
+                "= 38C3 Toilet 2024, pending re-source.",
+        "takes": [
+            take("montreuil", "Montreuil", "Montreuil Algorave V3 — Mai Floral",
+                 "2026-05-22", "masters/montreuil_stream_v1.flac",
+                 "masters/montreuil_club_v1.flac", montreuil_orbits),
+        ],
+    }
+    OUT.parent.mkdir(parents=True, exist_ok=True)
+    OUT.write_text(json.dumps(data, ensure_ascii=False, separators=(",", ":")))
+    kb = OUT.stat().st_size / 1024
+    for t in data["takes"]:
+        print(f"  {t['id']}: {len(t['orbits'])} active orbits "
+              f"({', '.join(o['label'] for o in t['orbits'])})")
+    print(f"✓ {OUT}  ({kb:.0f} KB)")
+
+
+if __name__ == "__main__":
+    main()

armada/tide-table/punkachien/build_stemmap_html.py

+#!/usr/bin/env python3
+"""Render stemmap_take89.json → interactive stem-map validation instrument.
+
+Time ↓, orbits d1..d12 →, brightness = orbit RMS activity. Audio player (mp3
+proxy of the summed stems, stem-time aligned) with click-to-seek, a moving
+playhead, and BOUNDARY-STEPPING (jump to each boundary, hear 5s before→after)
+so boundaries are validated by EAR, not memory. Track names labelled per segment.
+"""
+import json
+from pathlib import Path
+
+HERE = Path(__file__).parent
+data = json.loads((HERE / "stemmap_take89.json").read_text())
+
+# Boundaries in PROXY/stem time. CALIBRATED via `locate`: known-good
+# 09-PunkAChien split sits at proxy 2309.1s (= GT-master 2312 − ~3). The proxy
+# IS ~master time, so stem ≈ GT_master − 3 (NOT +75 — earlier error). Concretely
+# GT_master − 78 maps the old (wrongly +75'd) array onto true proxy time.
+GT_MASTER = [362, 716, 1134, 1405, 1634, 1812.71, 2056.74, 2312, 2599.74,
+             2925, 3171, 3429, 3742.65, 4176.14]
+CAL = -3.0  # proxy = master + CAL (from locate: 2309.1 vs 2312)
+GT_STEM = [round(g + CAL, 1) for g in GT_MASTER]
+SETLIST = ["Quand on décolle", "Piment brésilien", "Take 5 Drops", "Super Sunny Side Up",
+           "W.I.P. W.A.P.", "'Plosive", "Jeudi Drill", "Aria Sans Serif", "PunkAChien",
+           "You My Sunshine", "Desire", "L'or Bleu", "Premier Septembre", "Techno Orage",
+           "La Révolution Sera Samplée"]
+
+payload = {"orbits": data["orbits"], "bin_s": data["bin_s"], "times": data["times"],
+           "rms_db": data["rms_db"], "gt": GT_STEM, "setlist": SETLIST}
+
+TEMPLATE = r"""<!doctype html><html lang="en"><head><meta charset="utf-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<title>Take89 Stem-Map — validate boundaries by ear</title>
+<style>
+ body{margin:0;background:#0c0d11;color:#e6e4de;font:14px/1.5 -apple-system,Segoe UI,Roboto,sans-serif;}
+ header{padding:12px 16px;border-bottom:1px solid #232733;position:sticky;top:0;background:#0c0d11f2;z-index:9;backdrop-filter:blur(4px);}
+ h1{font-size:17px;margin:0 0 4px;} .dim{color:#8b8a85;font-size:12px;}
+ b.cyan{color:#46c8f6;} b.red{color:#ff5a78;} b.amber{color:#ffd166;}
+ .bar{display:flex;gap:10px;align-items:center;flex-wrap:wrap;margin-top:8px;}
+ button{background:#1b1e28;color:#e6e4de;border:1px solid #2c3140;border-radius:7px;padding:7px 11px;cursor:pointer;font-size:13px;}
+ button:hover{background:#262b38;} button.go{background:#46c8b6;color:#06231f;border:0;font-weight:700;}
+ #now{font:12px ui-monospace,monospace;color:#ffd166;min-width:150px;}
+ .ctl{display:flex;gap:12px;flex-wrap:wrap;align-items:center;margin-top:8px;font-size:11px;color:#9fb;}
+ .ctl input[type=range]{width:96px;vertical-align:middle;}
+ label.loop{color:#ffd166;}
+ .orbhdr{display:flex;margin-left:34px;font:11px ui-monospace,monospace;color:#9fb;margin-top:8px;}
+ .orbhdr span{text-align:center;}
+ .wrap{display:flex;align-items:flex-start;}
+ #ruler{width:50px;position:relative;font:11px ui-monospace,monospace;color:#8b8a85;}
+ #stage{position:relative;cursor:crosshair;}
+ canvas{display:block;image-rendering:pixelated;}
+ #overlay{position:absolute;left:0;top:0;right:0;bottom:0;pointer-events:none;}
+ .gtline{position:absolute;left:0;right:0;border-top:2px dashed #ff5a78;}
+ .gtline span{position:absolute;right:2px;top:-15px;font:10px ui-monospace;color:#ff5a78;background:#0c0d11cc;padding:0 3px;}
+ .detline{position:absolute;left:0;right:0;border-top:2px solid #46c8f6;opacity:.8;}
+ #playhead{position:absolute;left:0;right:0;border-top:2px solid #ffd166;display:none;}
+ .userline{position:absolute;left:0;right:0;border-top:2px solid #7CFC00;}
+ .userline span{position:absolute;left:2px;top:-15px;font:10px ui-monospace;color:#7CFC00;background:#0c0d11cc;padding:0 3px;}
+ #tracks{position:relative;width:230px;margin-left:8px;font-size:12px;}
+ .trk{position:absolute;left:0;right:0;border-left:3px solid #46c8b6;padding:1px 0 1px 8px;}
+ .trk b{color:#e6e4de;} .trk .t{color:#8b8a85;font:10px ui-monospace;}
+ .trk.cur{background:#173a35;} .trk:hover{background:#1b1e28;cursor:pointer;}
+</style></head><body>
+<header>
+ <h1>🛰️ Take89 stem-map — <span class="dim">validate every cut by ear</span></h1>
+ <div class="dim">time ↓ · orbits d1–d12 → · brightness = activity.
+   <b class="red">red dashed</b>=current boundaries (silence GT) · <b class="cyan">cyan</b>=auto-detected · <b class="amber">amber</b>=playhead.
+   Click the map to seek. Step boundaries to hear 5s before→after each cut.</div>
+ <div class="bar">
+   <button class="go" id=play>▶ play</button>
+   <button id=prev>◀ prev cut</button>
+   <button id=next>next cut ▶</button>
+   <span id=now>–:– / –:–</span>
+   <label>zoom <input id=zoom type=range min=1 max=16 step=1 value=2></label>
+   <span class=dim>(Space=play/pause · click map=seek)</span>
+   <label class="loop"><input type=checkbox id=loopck checked> loop ±<input id=pad type=number value=5 min=2 max=15 style="width:38px;background:#1b1e28;color:#ffd166;border:1px solid #2c3140;border-radius:4px"> s around cut</label>
+   <label>boundaries: <select id=bsrc><option value=gt>silence GT (validate these)</option><option value=det>auto-detected</option></select></label>
+ </div>
+ <div class="bar" id=valbar><span id=cutinfo class=dim>▸ step to a cut, hear it, then mark it</span>
+   <button id=expb>⬇ export verdicts</button></div>
+ <div class="ctl">auto-detect tuning:
+  <label>win <input id=win type=range min=4 max=40 step=2 value=16><span id=winv>16</span></label>
+  <label>present% <input id=pct type=range min=10 max=80 step=5 value=30><span id=pctv>30</span></label>
+  <label>active dB <input id=adb type=range min=-60 max=-30 step=1 value=-45><span id=adbv>-45</span></label>
+  <label>min trk s <input id=mt type=range min=20 max=180 step=5 value=70><span id=mtv>70</span></label>
+  <label>Δorbits <input id=ck type=range min=1 max=6 step=1 value=3><span id=ckv>3</span></label>
+  <span>detected: <b id=count>–</b> (set has 15 tracks)</span>
+ </div>
+ <div class="orbhdr" id=orbhdr></div>
+</header>
+<audio id=player src="proxy_take89.mp3" preload="auto"></audio>
+<div class="wrap">
+ <div id=ruler></div>
+ <div id=stage><canvas id=cv></canvas><div id=overlay></div></div>
+ <div id=tracks></div>
+</div>
+<script>
+const D = DATA_PLACEHOLDER, $=id=>document.getElementById(id);
+const O=D.orbits.length, B=D.times.length, bin=D.bin_s, mat=D.rms_db;
+const CW=46; let ROWH=2, H=B*ROWH;
+const cv=$('cv'), ctx=cv.getContext('2d'); cv.width=O*CW;
+$('orbhdr').innerHTML=D.orbits.map(n=>`<span style="width:${CW}px">d${+n.split('-').pop()}</span>`).join('');
+const fmt=t=>{t=Math.max(0,t||0);const m=Math.floor(t/60),s=Math.floor(t%60);return m+':'+String(s).padStart(2,'0');};
+const Y=t=>t/bin*ROWH;   // time(s) → pixel y
+// layout: (re)draw heatmap + ruler at current ROWH (zoom), then overlay
+function layout(){
+ H=B*ROWH; cv.height=H;
+ $('overlay').style.height=H+'px'; $('ruler').style.height=H+'px'; $('tracks').style.height=H+'px';
+ for(let b=0;b<B;b++)for(let o=0;o<O;o++){let v=mat[o][b],x=Math.max(0,Math.min(1,(v+55)/43));
+  ctx.fillStyle=v<-100?'#070809':`rgb(${Math.round(x*60)},${Math.round(40+x*200)},${Math.round(30+x*90)})`;
+  ctx.fillRect(o*CW,b*ROWH,CW-1,Math.max(1,ROWH));}
+ const every=ROWH>=6?10:30; let rh='';
+ for(let b=0;b<B;b++){const t=D.times[b];if(Math.round(t)%every===0){
+  rh+=`<div style="position:absolute;top:${b*ROWH-6}px;right:5px">${fmt(t)}</div>`;}}
+ $('ruler').innerHTML=rh;
+ render();
+}
+// ---- boundary detection ----
+function popcount(x){let c=0;while(x){c+=x&1;x>>=1;}return c;}
+function detect(){const win=+$('win').value,pct=+$('pct').value/100,adb=+$('adb').value,mt=+$('mt').value,ck=+$('ck').value;
+ const bw=Math.max(1,Math.round(win/bin)),blocks=[];
+ for(let s=0;s<B;s+=bw){let m=0;for(let o=0;o<O;o++){let a=0,c=0;for(let i=s;i<Math.min(s+bw,B);i++){c++;if(mat[o][i]>adb)a++;}if(c&&a/c>=pct)m|=(1<<o);}blocks.push({t:D.times[s],m});}
+ const bd=[];let seg=blocks[0].m,last=-1e9;
+ for(let k=1;k<blocks.length-1;k++){if(popcount(seg^blocks[k].m)>=ck&&popcount(seg^blocks[k+1].m)>=ck&&blocks[k].t-last>=mt){bd.push(blocks[k].t);last=blocks[k].t;seg=blocks[k].m;}}
+ return bd;}
+// ---- render overlay + track labels ----
+let BOUNDS=[], CURSEG=-1;
+function boundsList(){return $('bsrc').value==='gt'?D.gt.slice():detect();}
+function render(){
+ ['win','pct','adb','mt','ck'].forEach(id=>$(id+'v').textContent=$(id).value);
+ let html='';
+ // GT red (always shown for reference)
+ D.gt.forEach((t,i)=>{html+=`<div class=gtline style="top:${Y(t)}px"><span>GT ${i+2}</span></div>`;});
+ // detected cyan (when selected)
+ const det=detect();$('count').textContent=det.length;
+ if($('bsrc').value==='det')det.forEach(t=>{html+=`<div class=detline style="top:${Y(t)}px"></div>`;});
+ // user-validated green lines (verdict/nudge) — visible confirmation of your edits
+ Object.keys(VERD).forEach(k=>{const v=VERD[k];const t=v.t!=null?v.t:v.gt;if(t==null)return;
+  const tag=v.t!=null?`✎ ${fmt(t)}`:(v.verdict==='clean'?'✓':(v.verdict==='bleed'?'🚫':''));
+  html+=`<div class=userline style="top:${Y(t)}px"><span>${tag}</span></div>`;});
+ html+='<div id=playhead></div>';
+ $('overlay').innerHTML=html;
+ BOUNDS=boundsList();
+ // track labels in GT segments (authoritative names)
+ const segs=[0,...D.gt, D.times[B-1]];const tr=$('tracks');tr.innerHTML='';
+ for(let i=0;i<D.setlist.length;i++){const a=segs[i],b=segs[i+1]||D.times[B-1];
+  tr.innerHTML+=`<div class="trk" data-t="${a}" style="top:${Y(a)}px;height:${Y(b-a)}px">
+   <b>${i+1}. ${D.setlist[i]}</b><div class="t">${fmt(a)}–${fmt(b)}</div></div>`;}
+ [...document.querySelectorAll('.trk')].forEach(e=>e.onclick=()=>seek(+e.dataset.t+1));
+}
+['win','pct','adb','mt','ck'].forEach(id=>$(id).addEventListener('input',render));
+$('bsrc').addEventListener('change',render);
+$('zoom').addEventListener('input',()=>{const c=A.currentTime;ROWH=+$('zoom').value;layout();
+ window.scrollTo({top:$('stage').offsetTop+Y(c)-window.innerHeight*0.45});});
+// Space = play/pause (not page scroll)
+document.addEventListener('keydown',e=>{if(e.code==='Space'&&e.target.tagName!=='INPUT'&&e.target.tagName!=='SELECT'&&e.target.tagName!=='TEXTAREA'){e.preventDefault();$('play').click();}});
+// ---- audio + playhead ----
+const A=$('player');let loopEnd=null;
+function seek(t){A.currentTime=Math.max(0,t);}
+$('stage').addEventListener('click',e=>{const y=e.offsetY;seek(y/ROWH*bin);if(A.paused)A.play();});
+$('play').onclick=()=>{loopEnd=null;if(A.paused){A.play();$('play').textContent='⏸ pause';}else{A.pause();$('play').textContent='▶ play';}};
+const VERD=JSON.parse(localStorage.getItem('take89_bounds')||'{}');
+function saveV(){localStorage.setItem('take89_bounds',JSON.stringify(VERD));}
+function gotoCut(dir){const list=BOUNDS;if(!list.length)return;
+ const t=A.currentTime;let idx=list.findIndex(b=>b>t+0.3);
+ if(dir<0){const before=list.map((b,i)=>b<t-0.3?i:-1).filter(i=>i>=0);idx=before.length?before.pop():0;}
+ else if(idx<0)idx=list.length-1;
+ const b=list[idx];const pad=+$('pad').value;
+ CURSEG=idx; showCut(idx,b);
+ window.scrollTo({top:$('stage').offsetTop + b/bin*ROWH - window.innerHeight*0.45, behavior:'smooth'});
+ seek(b-pad); loopEnd=$('loopck').checked?b+pad:null; A.play();$('play').textContent='⏸ pause';}
+$('next').onclick=()=>gotoCut(1); $('prev').onclick=()=>gotoCut(-1);
+function showCut(idx,b){
+ const key=String(idx), v=VERD[key]||{};
+ const after=D.setlist[idx+1]||'?', before=D.setlist[idx]||'?';
+ const nudged=v.t!=null?` → ${fmt(v.t)}`:'';
+ $('cutinfo').innerHTML=`<b style="color:#46c8f6">cut ${idx+1}</b> @ ${fmt(b)}${nudged} `+
+  `<span class=dim>(${before} ▸ ${after})</span> &nbsp; `+
+  `<button onclick="mark('${key}','clean')">${v.verdict==='clean'?'✅':'✓'} clean</button>`+
+  `<button onclick="mark('${key}','bleed')">${v.verdict==='bleed'?'🚫':'🚫'} bleed</button>`+
+  `<button onclick="nudge('${key}',-2)">↤ −2s</button>`+
+  `<button onclick="nudge('${key}',2)">+2s ↦</button>`+
+  `<button onclick="setHere('${key}')">⌖ set = playhead</button>`;
+ if(v.verdict)$('cutinfo').style.color=v.verdict==='clean'?'#46c8b6':'#ff5a78';else $('cutinfo').style.color='';
+}
+window.mark=(k,verd)=>{VERD[k]={...(VERD[k]||{}),verdict:verd,gt:BOUNDS[+k]};saveV();showCut(+k,BOUNDS[+k]);};
+window.nudge=(k,d)=>{const cur=(VERD[k]&&VERD[k].t!=null)?VERD[k].t:BOUNDS[+k];VERD[k]={...(VERD[k]||{}),t:Math.round((cur+d)*10)/10,gt:BOUNDS[+k]};saveV();seek(VERD[k].t-(+$('pad').value));A.play();showCut(+k,BOUNDS[+k]);};
+window.setHere=(k)=>{VERD[k]={...(VERD[k]||{}),t:Math.round(A.currentTime*10)/10,gt:BOUNDS[+k]};saveV();showCut(+k,BOUNDS[+k]);};
+$('expb').onclick=()=>{const blob=new Blob([JSON.stringify({proxy_time:true,verdicts:VERD},null,2)],{type:'application/json'});
+ const a=document.createElement('a');a.href=URL.createObjectURL(blob);a.download='take89_boundary_verdicts.json';a.click();};
+A.addEventListener('timeupdate',()=>{const ph=$('playhead');if(ph){ph.style.display='block';ph.style.top=(A.currentTime/bin*ROWH)+'px';}
+ $('now').textContent=`${fmt(A.currentTime)} / ${fmt(A.duration||0)}`;
+ if(loopEnd!=null&&A.currentTime>=loopEnd){A.pause();$('play').textContent='▶ play';loopEnd=null;}});
+A.addEventListener('loadedmetadata',()=>{$('now').textContent=`0:00 / ${fmt(A.duration)}`;});
+layout();
+</script></body></html>"""
+
+out = HERE / "stemmap.html"
+out.write_text(TEMPLATE.replace("DATA_PLACEHOLDER", json.dumps(payload)))
+print(f"Wrote {out} ({out.stat().st_size//1024} KB)")

armada/tide-table/punkachien/eda_core.json

+{
+  "orbit-01.flac": {
+    "window": [
+      2470.0,
+      2510.0
+    ],
+    "peak_dbfs": -2.7,
+    "rms_dbfs": -18.7,
+    "crest_db": 16.1,
+    "active_pct": 38.8,
+    "active_start_s": 6.7,
+    "active_end_s": 27.5,
+    "centroid_hz": 160,
+    "rolloff85_hz": 224,
+    "flatness": 0.0,
+    "dom_band": "sub",
+    "band_energy": {
+      "sub": 0.467,
+      "bass": 0.339,
+      "lowbass": 0.121,
+      "lowmid": 0.049,
+      "mid": 0.023,
+      "presence": 0.001,
+      "air": 0.0
+    },
+    "f0_median_hz": 58.6,
+    "note": "A\u266f1",
+    "voiced_pct": 32.8,
+    "role_guess": "kick / low-transient"
+  },
+  "orbit-02.flac": {
+    "window": [
+      2470.0,
+      2510.0
+    ],
+    "peak_dbfs": -2.6,
+    "rms_dbfs": -28.3,
+    "crest_db": 25.7,
+    "active_pct": 23.0,
+    "active_start_s": 7.4,
+    "active_end_s": 28.8,
+    "centroid_hz": 3155,
+    "rolloff85_hz": 4947,
+    "flatness": 0.009,
+    "dom_band": "lowmid",
+    "band_energy": {
+      "sub": 0.014,
+      "bass": 0.04,
+      "lowbass": 0.341,
+      "lowmid": 0.398,
+      "mid": 0.055,
+      "presence": 0.077,
+      "air": 0.075
+    },
+    "f0_median_hz": null,
+    "note": null,
+    "voiced_pct": 0.0,
+    "role_guess": "mid element"
+  },
+  "orbit-03.flac": {
+    "window": [
+      2470.0,
+      2510.0
+    ],
+    "peak_dbfs": -16.7,
+    "rms_dbfs": -43.6,
+    "crest_db": 26.9,
+    "active_pct": 38.3,
+    "active_start_s": 13.4,
+    "active_end_s": 28.7,
+    "centroid_hz": 8194,
+    "rolloff85_hz": 11804,
+    "flatness": 0.028,
+    "dom_band": "air",
+    "band_energy": {
+      "sub": 0.014,
+      "bass": 0.004,
+      "lowbass": 0.002,
+      "lowmid": 0.001,
+      "mid": 0.001,
+      "presence": 0.162,
+      "air": 0.81
+    },
+    "f0_median_hz": 235.9,
+    "note": "A\u266f3",
+    "voiced_pct": 34.6,
+    "role_guess": "hats / air / noise (high)"
+  },
+  "orbit-04.flac": {
+    "window": [
+      2470.0,
+      2510.0
+    ],
+    "peak_dbfs": -15.2,
+    "rms_dbfs": -38.5,
+    "crest_db": 23.3,
+    "active_pct": 28.8,
+    "active_start_s": 7.3,
+    "active_end_s": 18.9,
+    "centroid_hz": 667,
+    "rolloff85_hz": 777,
+    "flatness": 0.0,
+    "dom_band": "mid",
+    "band_energy": {
+      "sub": 0.0,
+      "bass": 0.0,
+      "lowbass": 0.006,
+      "lowmid": 0.099,
+      "mid": 0.883,
+      "presence": 0.012,
+      "air": 0.0
+    },
+    "f0_median_hz": 72.6,
+    "note": "D2",
+    "voiced_pct": 24.7,
+    "role_guess": "mid element"
+  },
+  "orbit-05.flac": {
+    "window": [
+      2470.0,
+      2510.0
+    ],
+    "peak_dbfs": -2.2,
+    "rms_dbfs": -20.4,
+    "crest_db": 18.2,
+    "active_pct": 94.4,
+    "active_start_s": 0.0,
+    "active_end_s": 40.0,
+    "centroid_hz": 516,
+    "rolloff85_hz": 671,
+    "flatness": 0.0,
+    "dom_band": "lowbass",
+    "band_energy": {
+      "sub": 0.0,
+      "bass": 0.005,
+      "lowbass": 0.43,
+      "lowmid": 0.367,
+      "mid": 0.196,
+      "presence": 0.002,
+      "air": 0.0
+    },
+    "f0_median_hz": 116.6,
+    "note": "A\u266f2",
+    "voiced_pct": 99.3,
+    "role_guess": "melodic / lead (tonal mid)"
+  },
+  "orbit-06.flac": {
+    "window": [
+      2470.0,
+      2510.0
+    ],
+    "peak_dbfs": -240.0,
+    "rms_dbfs": -240.0,
+    "crest_db": 0.0,
+    "active_pct": 100.0,
+    "active_start_s": 0.0,
+    "active_end_s": 40.0,
+    "centroid_hz": 0,
+    "rolloff85_hz": 0,
+    "flatness": 1.0,
+    "dom_band": "sub",
+    "band_energy": {
+      "sub": 0.0,
+      "bass": 0.0,
+      "lowbass": 0.0,
+      "lowmid": 0.0,
+      "mid": 0.0,
+      "presence": 0.0,
+      "air": 0.0
+    },
+    "f0_median_hz": null,
+    "note": null,
+    "voiced_pct": 0.0,
+    "role_guess": "bass (low-dominant; check wobble/noise via flatness)"
+  },
+  "orbit-07.flac": {
+    "window": [
+      2470.0,
+      2510.0
+    ],
+    "peak_dbfs": -53.6,
+    "rms_dbfs": -89.3,
+    "crest_db": 35.7,
+    "active_pct": 19.4,
+    "active_start_s": 0.0,
+    "active_end_s": 7.7,
+    "centroid_hz": 4509,
+    "rolloff85_hz": 7237,
+    "flatness": 0.014,
+    "dom_band": "presence",
+    "band_energy": {
+      "sub": 0.016,
+      "bass": 0.042,
+      "lowbass": 0.016,
+      "lowmid": 0.009,
+      "mid": 0.164,
+      "presence": 0.407,
+      "air": 0.342
+    },
+    "f0_median_hz": 123.5,
+    "note": "B2",
+    "voiced_pct": 18.1,
+    "role_guess": "perc / high-mid"
+  },
+  "orbit-08.flac": {
+    "window": [
+      2470.0,
+      2510.0
+    ],
+    "peak_dbfs": -8.1,
+    "rms_dbfs": -32.5,
+    "crest_db": 24.4,
+    "active_pct": 58.1,
+    "active_start_s": 0.0,
+    "active_end_s": 40.0,
+    "centroid_hz": 2251,
+    "rolloff85_hz": 4270,
+    "flatness": 0.008,
+    "dom_band": "lowbass",
+    "band_energy": {
+      "sub": 0.05,
+      "bass": 0.265,
+      "lowbass": 0.285,
+      "lowmid": 0.074,
+      "mid": 0.173,
+      "presence": 0.111,
+      "air": 0.04
+    },
+    "f0_median_hz": null,
+    "note": null,
+    "voiced_pct": 0.0,
+    "role_guess": "mid element"
+  },
+  "orbit-09.flac": {
+    "window": [
+      2470.0,
+      2510.0
+    ],
+    "peak_dbfs": -240.0,
+    "rms_dbfs": -240.0,
+    "crest_db": 0.0,
+    "active_pct": 100.0,
+    "active_start_s": 0.0,
+    "active_end_s": 40.0,
+    "centroid_hz": 0,
+    "rolloff85_hz": 0,
+    "flatness": 1.0,
+    "dom_band": "sub",
+    "band_energy": {
+      "sub": 0.0,
+      "bass": 0.0,
+      "lowbass": 0.0,
+      "lowmid": 0.0,
+      "mid": 0.0,
+      "presence": 0.0,
+      "air": 0.0
+    },
+    "f0_median_hz": null,
+    "note": null,
+    "voiced_pct": 0.0,
+    "role_guess": "bass (low-dominant; check wobble/noise via flatness)"
+  },
+  "orbit-10.flac": {
+    "window": [
+      2470.0,
+      2510.0
+    ],
+    "peak_dbfs": -240.0,
+    "rms_dbfs": -240.0,
+    "crest_db": 0.0,
+    "active_pct": 100.0,
+    "active_start_s": 0.0,
+    "active_end_s": 40.0,
+    "centroid_hz": 0,
+    "rolloff85_hz": 0,
+    "flatness": 1.0,
+    "dom_band": "sub",
+    "band_energy": {
+      "sub": 0.0,
+      "bass": 0.0,
+      "lowbass": 0.0,
+      "lowmid": 0.0,
+      "mid": 0.0,
+      "presence": 0.0,
+      "air": 0.0
+    },
+    "f0_median_hz": null,
+    "note": null,
+    "voiced_pct": 0.0,
+    "role_guess": "bass (low-dominant; check wobble/noise via flatness)"
+  },
+  "orbit-11.flac": {
+    "window": [
+      2470.0,
+      2510.0
+    ],
+    "peak_dbfs": -240.0,
+    "rms_dbfs": -240.0,
+    "crest_db": 0.0,
+    "active_pct": 100.0,
+    "active_start_s": 0.0,
+    "active_end_s": 40.0,
+    "centroid_hz": 0,
+    "rolloff85_hz": 0,
+    "flatness": 1.0,
+    "dom_band": "sub",
+    "band_energy": {
+      "sub": 0.0,
+      "bass": 0.0,
+      "lowbass": 0.0,
+      "lowmid": 0.0,
+      "mid": 0.0,
+      "presence": 0.0,
+      "air": 0.0
+    },
+    "f0_median_hz": null,
+    "note": null,
+    "voiced_pct": 0.0,
+    "role_guess": "bass (low-dominant; check wobble/noise via flatness)"
+  },
+  "orbit-12.flac": {
+    "window": [
+      2470.0,
+      2510.0
+    ],
+    "peak_dbfs": -240.0,
+    "rms_dbfs": -240.0,
+    "crest_db": 0.0,
+    "active_pct": 100.0,
+    "active_start_s": 0.0,
+    "active_end_s": 40.0,
+    "centroid_hz": 0,
+    "rolloff85_hz": 0,
+    "flatness": 1.0,
+    "dom_band": "sub",
+    "band_energy": {
+      "sub": 0.0,
+      "bass": 0.0,
+      "lowbass": 0.0,
+      "lowmid": 0.0,
+      "mid": 0.0,
+      "presence": 0.0,
+      "air": 0.0
+    },
+    "f0_median_hz": null,
+    "note": null,
+    "voiced_pct": 0.0,
+    "role_guess": "bass (low-dominant; check wobble/noise via flatness)"
+  }
+}
\ No newline at end of file

armada/tide-table/punkachien/eda_full.json

+{
+  "orbit-01.flac": {
+    "window": [
+      2387.0,
+      2674.74
+    ],
+    "peak_dbfs": 0.0,
+    "rms_dbfs": -15.3,
+    "crest_db": 15.3,
+    "active_pct": 46.5,
+    "active_start_s": 0.1,
+    "active_end_s": 285.1,
+    "centroid_hz": 151,
+    "rolloff85_hz": 208,
+    "flatness": 0.0,
+    "dom_band": "sub",
+    "band_energy": {
+      "sub": 0.514,
+      "bass": 0.323,
+      "lowbass": 0.12,
+      "lowmid": 0.028,
+      "mid": 0.013,
+      "presence": 0.001,
+      "air": 0.0
+    },
+    "f0_median_hz": 58.3,
+    "note": "A\u266f1",
+    "voiced_pct": 40.8,
+    "role_guess": "kick / low-transient"
+  },
+  "orbit-02.flac": {
+    "window": [
+      2387.0,
+      2674.74
+    ],
+    "peak_dbfs": -2.4,
+    "rms_dbfs": -30.5,
+    "crest_db": 28.1,
+    "active_pct": 18.0,
+    "active_start_s": 0.1,
+    "active_end_s": 284.0,
+    "centroid_hz": 2913,
+    "rolloff85_hz": 4643,
+    "flatness": 0.008,
+    "dom_band": "lowmid",
+    "band_energy": {
+      "sub": 0.014,
+      "bass": 0.039,
+      "lowbass": 0.336,
+      "lowmid": 0.401,
+      "mid": 0.057,
+      "presence": 0.078,
+      "air": 0.075
+    },
+    "f0_median_hz": null,
+    "note": null,
+    "voiced_pct": 0.0,
+    "role_guess": "mid element"
+  },
+  "orbit-03.flac": {
+    "window": [
+      2387.0,
+      2674.74
+    ],
+    "peak_dbfs": -14.7,
+    "rms_dbfs": -43.5,
+    "crest_db": 28.8,
+    "active_pct": 55.8,
+    "active_start_s": 0.0,
+    "active_end_s": 285.1,
+    "centroid_hz": 7834,
+    "rolloff85_hz": 11296,
+    "flatness": 0.035,
+    "dom_band": "air",
+    "band_energy": {
+      "sub": 0.013,
+      "bass": 0.003,
+      "lowbass": 0.002,
+      "lowmid": 0.001,
+      "mid": 0.005,
+      "presence": 0.17,
+      "air": 0.799
+    },
+    "f0_median_hz": 235.9,
+    "note": "A\u266f3",
+    "voiced_pct": 31.3,
+    "role_guess": "hats / air / noise (high)"
+  },
+  "orbit-04.flac": {
+    "window": [
+      2387.0,
+      2674.74
+    ],
+    "peak_dbfs": -3.9,
+    "rms_dbfs": -28.7,
+    "crest_db": 24.8,
+    "active_pct": 35.4,
+    "active_start_s": 0.0,
+    "active_end_s": 169.8,
+    "centroid_hz": 641,
+    "rolloff85_hz": 776,
+    "flatness": 0.0,
+    "dom_band": "mid",
+    "band_energy": {
+      "sub": 0.0,
+      "bass": 0.018,
+      "lowbass": 0.014,
+      "lowmid": 0.12,
+      "mid": 0.836,
+      "presence": 0.012,
+      "air": 0.0
+    },
+    "f0_median_hz": 72.6,
+    "note": "D2",
+    "voiced_pct": 34.0,
+    "role_guess": "melodic / lead (tonal mid)"
+  },
+  "orbit-05.flac": {
+    "window": [
+      2387.0,
+      2674.74
+    ],
+    "peak_dbfs": 0.0,
+    "rms_dbfs": -21.4,
+    "crest_db": 21.4,
+    "active_pct": 73.9,
+    "active_start_s": 0.0,
+    "active_end_s": 287.7,
+    "centroid_hz": 511,
+    "rolloff85_hz": 691,
+    "flatness": 0.0,
+    "dom_band": "lowmid",
+    "band_energy": {
+      "sub": 0.005,
+      "bass": 0.025,
+      "lowbass": 0.346,
+      "lowmid": 0.367,
+      "mid": 0.246,
+      "presence": 0.01,
+      "air": 0.0
+    },
+    "f0_median_hz": 208.9,
+    "note": "G\u266f3",
+    "voiced_pct": 80.2,
+    "role_guess": "melodic / lead (tonal mid)"
+  },
+  "orbit-06.flac": {
+    "window": [
+      2387.0,
+      2674.74
+    ],
+    "peak_dbfs": -240.0,
+    "rms_dbfs": -240.0,
+    "crest_db": 0.0,
+    "active_pct": 100.0,
+    "active_start_s": 0.0,
+    "active_end_s": 287.7,
+    "centroid_hz": 0,
+    "rolloff85_hz": 0,
+    "flatness": 1.0,
+    "dom_band": "sub",
+    "band_energy": {
+      "sub": 0.0,
+      "bass": 0.0,
+      "lowbass": 0.0,
+      "lowmid": 0.0,
+      "mid": 0.0,
+      "presence": 0.0,
+      "air": 0.0
+    },
+    "f0_median_hz": null,
+    "note": null,
+    "voiced_pct": 0.0,
+    "role_guess": "bass (low-dominant; check wobble/noise via flatness)"
+  },
+  "orbit-07.flac": {
+    "window": [
+      2387.0,
+      2674.74
+    ],
+    "peak_dbfs": -50.4,
+    "rms_dbfs": -79.9,
+    "crest_db": 29.5,
+    "active_pct": 29.8,
+    "active_start_s": 0.0,
+    "active_end_s": 90.7,
+    "centroid_hz": 2803,
+    "rolloff85_hz": 4633,
+    "flatness": 0.005,
+    "dom_band": "sub",
+    "band_energy": {
+      "sub": 0.621,
+      "bass": 0.128,
+      "lowbass": 0.021,
+      "lowmid": 0.007,
+      "mid": 0.029,
+      "presence": 0.065,
+      "air": 0.058
+    },
+    "f0_median_hz": 41.2,
+    "note": "E1",
+    "voiced_pct": 28.5,
+    "role_guess": "mid element"
+  },
+  "orbit-08.flac": {
+    "window": [
+      2387.0,
+      2674.74
+    ],
+    "peak_dbfs": -3.8,
+    "rms_dbfs": -28.9,
+    "crest_db": 25.1,
+    "active_pct": 54.6,
+    "active_start_s": 0.0,
+    "active_end_s": 285.1,
+    "centroid_hz": 2037,
+    "rolloff85_hz": 3827,
+    "flatness": 0.006,
+    "dom_band": "bass",
+    "band_energy": {
+      "sub": 0.105,
+      "bass": 0.391,
+      "lowbass": 0.259,
+      "lowmid": 0.081,
+      "mid": 0.063,
+      "presence": 0.078,
+      "air": 0.02
+    },
+    "f0_median_hz": 31.2,
+    "note": "B0",
+    "voiced_pct": 3.5,
+    "role_guess": "mid element"
+  },
+  "orbit-09.flac": {
+    "window": [
+      2387.0,
+      2674.74
+    ],
+    "peak_dbfs": 0.1,
+    "rms_dbfs": -16.7,
+    "crest_db": 16.7,
+    "active_pct": 13.3,
+    "active_start_s": 164.0,
+    "active_end_s": 203.6,
+    "centroid_hz": 116,
+    "rolloff85_hz": 165,
+    "flatness": 0.0,
+    "dom_band": "sub",
+    "band_energy": {
+      "sub": 0.42,
+      "bass": 0.381,
+      "lowbass": 0.147,
+      "lowmid": 0.029,
+      "mid": 0.018,
+      "presence": 0.0,
+      "air": 0.0
+    },
+    "f0_median_hz": 55.3,
+    "note": "A1",
+    "voiced_pct": 13.5,
+    "role_guess": "kick / low-transient"
+  },
+  "orbit-10.flac": {
+    "window": [
+      2387.0,
+      2674.74
+    ],
+    "peak_dbfs": -240.0,
+    "rms_dbfs": -240.0,
+    "crest_db": 0.0,
+    "active_pct": 100.0,
+    "active_start_s": 0.0,
+    "active_end_s": 287.7,
+    "centroid_hz": 0,
+    "rolloff85_hz": 0,
+    "flatness": 1.0,
+    "dom_band": "sub",
+    "band_energy": {
+      "sub": 0.0,
+      "bass": 0.0,
+      "lowbass": 0.0,
+      "lowmid": 0.0,
+      "mid": 0.0,
+      "presence": 0.0,
+      "air": 0.0
+    },
+    "f0_median_hz": null,
+    "note": null,
+    "voiced_pct": 0.0,
+    "role_guess": "bass (low-dominant; check wobble/noise via flatness)"
+  },
+  "orbit-11.flac": {
+    "window": [
+      2387.0,
+      2674.74
+    ],
+    "peak_dbfs": -17.0,
+    "rms_dbfs": -42.4,
+    "crest_db": 25.4,
+    "active_pct": 24.8,
+    "active_start_s": 216.4,
+    "active_end_s": 287.7,
+    "centroid_hz": 477,
+    "rolloff85_hz": 789,
+    "flatness": 0.0,
+    "dom_band": "lowmid",
+    "band_energy": {
+      "sub": 0.0,
+      "bass": 0.066,
+      "lowbass": 0.202,
+      "lowmid": 0.472,
+      "mid": 0.249,
+      "presence": 0.011,
+      "air": 0.0
+    },
+    "f0_median_hz": 65.8,
+    "note": "C2",
+    "voiced_pct": 20.3,
+    "role_guess": "mid element"
+  },
+  "orbit-12.flac": {
+    "window": [
+      2387.0,
+      2674.74
+    ],
+    "peak_dbfs": -240.0,
+    "rms_dbfs": -240.0,
+    "crest_db": 0.0,
+    "active_pct": 100.0,
+    "active_start_s": 0.0,
+    "active_end_s": 287.7,
+    "centroid_hz": 0,
+    "rolloff85_hz": 0,
+    "flatness": 1.0,
+    "dom_band": "sub",
+    "band_energy": {
+      "sub": 0.0,
+      "bass": 0.0,
+      "lowbass": 0.0,
+      "lowmid": 0.0,
+      "mid": 0.0,
+      "presence": 0.0,
+      "air": 0.0
+    },
+    "f0_median_hz": null,
+    "note": null,
+    "voiced_pct": 0.0,
+    "role_guess": "bass (low-dominant; check wobble/noise via flatness)"
+  }
+}
\ No newline at end of file

armada/tide-table/punkachien/hamburg_locate.json

+{
+  "ref": "39c3_HoT_master.flac",
+  "offset_s": 3199.11,
+  "confidence_z": 10.0,
+  "query_dur_s": 142.1
+}
\ No newline at end of file

armada/tide-table/punkachien/judge.html

+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<title>PunkAChien — Master A/B Judging</title>
+<style>
+  :root { --bg:#0e0f13; --fg:#e8e6e0; --dim:#8b8a85; --acc:#e0506b; --acc2:#46c8b6;
+          --card:#171922; --line:#262a36; }
+  * { box-sizing:border-box; }
+  body { margin:0; font:15px/1.5 -apple-system,Segoe UI,Roboto,sans-serif;
+         background:var(--bg); color:var(--fg); padding:28px 22px 90px; }
+  h1 { font-size:23px; margin:0 0 4px; }
+  h2 { font-size:16px; letter-spacing:.04em; text-transform:uppercase; color:var(--acc2);
+       margin:34px 0 12px; border-bottom:1px solid var(--line); padding-bottom:6px; }
+  .sub { color:var(--dim); margin:0 0 6px; }
+  .brief { background:var(--card); border:1px solid var(--line); border-radius:10px;
+           padding:12px 16px; margin:16px 0; font-size:13.5px; color:#c9c7c0; }
+  code { background:#22252f; padding:1px 5px; border-radius:4px; font-size:12.5px; }
+  pre.map { background:#0a0b0e; border:1px solid var(--line); border-radius:8px;
+            padding:12px; overflow-x:auto; font-size:12px; color:#b7c4c0; }
+  .card { background:var(--card); border:1px solid var(--line); border-radius:10px;
+          padding:14px 16px; margin:10px 0; }
+  .row { display:flex; align-items:center; gap:12px; flex-wrap:wrap; }
+  .ttl { font-weight:600; }
+  .stats { color:var(--dim); font-size:12px; font-family:ui-monospace,monospace; }
+  button.play { background:var(--acc); color:#fff; border:0; border-radius:7px;
+                padding:8px 14px; cursor:pointer; font-weight:600; font-size:14px; }
+  button.play.playing { background:var(--acc2); color:#06231f; }
+  .q { margin-top:6px; }
+  .opts label { display:inline-flex; align-items:center; gap:6px; margin-right:18px;
+                cursor:pointer; }
+  .ab { display:grid; grid-template-columns:1fr 1fr; gap:10px; }
+  .ab .card { margin:0; }
+  textarea { width:100%; background:#0a0b0e; color:var(--fg); border:1px solid var(--line);
+             border-radius:7px; padding:8px; font:13px/1.4 inherit; margin-top:8px; resize:vertical; }
+  .pill { font-size:11px; padding:2px 8px; border-radius:20px; background:#22252f; color:var(--dim); }
+  .barwrap { flex:1; min-width:160px; height:6px; background:#22252f; border-radius:3px; overflow:hidden; }
+  .bar { height:100%; width:0; background:var(--acc2); }
+  footer { position:fixed; bottom:0; left:0; right:0; background:#0a0b0e;
+           border-top:1px solid var(--line); padding:12px 22px; display:flex; gap:14px; align-items:center; }
+  button.exp { background:var(--acc2); color:#06231f; border:0; border-radius:7px;
+               padding:9px 16px; font-weight:700; cursor:pointer; }
+  .saved { color:var(--dim); font-size:12px; }
+  .hl { color:var(--acc); }
+</style>
+</head>
+<body>
+<h1>🐕 PunkAChien — Master A/B <span class="hl">fresh-ears judging</span></h1>
+<p class="sub">Lead relaunch single. <b>A = Montreuil</b> (2026-05-22, stem-master from 12 orbits) ·
+<b>B = Live@Hamburg</b> (39C3, 2-track capture). All clips loudness-matched to −14 LUFS for fair comparison.</p>
+
+<div class="brief">
+<b>How to use:</b> play each, pick what wins, add notes. Your calls export to JSON (button bottom-right) —
+that drives the next master pass. Listen on monitors <i>and</i> phone speaker if you can.
+The <b>fragments</b> isolate the specific choices my ear couldn't settle.
+</div>
+
+<h2>The track, measured (EDA on the stems)</h2>
+<pre class="map">PunkAChien = techno × jungle "punk", tonal centre ~D minor / A♯.   0 ───────────────────────────── 287s
+orbit-05 cpluck (A♯2)  ── the riff / bass SPINE, plays almost throughout ─────────────────────────────
+orbit-01 kick ████ strong, drops out in the breakdown (~140-168s), slams back ───────────────── ████
+orbit-04 acid  (D2)    front half + breakdown build, then GONE ──────────┘
+orbit-08 jungle break  intermittent drive, strongest in the OUTRO ─────────────────────────── ▆▆▆▆
+orbit-09 moog SUB      silent until ~208s → enters HUGE for the DROP ────────────────── ███ ──┘
+orbit-11 atmos         outro texture only ───────────────────────────────────────────────────── ▂▂▂
+orbit-06 meth_bass = SILENT this take · orbit-07 = disabled · 10/12 = unused
+Sections:  INTRO/BUILD 0-36 · GROOVE 36-140 · BREAKDOWN 140-168 · RE-ENTRY 168-208 · DROP 208-240 · OUTRO 240-287</pre>
+
+<h2>① The 4 full masters</h2>
+<div id="masters"></div>
+<div class="card">
+  <div class="ttl">Overall verdict</div>
+  <div class="q opts">Which <b>take</b> ships as the single?
+    <span data-q="take"></span>
+  </div>
+  <div class="q opts">Streaming loudness feels…
+    <span data-q="loudness"></span>
+  </div>
+  <textarea data-note="overall" rows="2" placeholder="Overall notes: low-end balance? does the drop hit? Montreuil dynamics vs Hamburg energy?"></textarea>
+</div>
+
+<h2>② Fragments — the calls I couldn't make</h2>
+<div id="frags"></div>
+
+<footer>
+  <button class="exp" onclick="exportJSON()">⬇ Export verdicts JSON</button>
+  <span class="saved" id="saved">autosaving to this browser…</span>
+</footer>
+
+<script>
+const MASTERS = [
+  {id:"m_mtl_stream", file:"masters/montreuil_stream_v1.flac", ttl:"A · Montreuil — streaming",
+   stats:"−14.0 LUFS · TP −0.9 · LRA 7.4 · 4:47 · stem-master"},
+  {id:"m_mtl_club",   file:"masters/montreuil_club_v1.flac",   ttl:"A · Montreuil — club/loud",
+   stats:"−11.5 LUFS · TP −0.9 · LRA 4.0 · (true −9 needs limiter stage)"},
+  {id:"m_ham_stream", file:"masters/hamburg_stem_stream_v1.flac", ttl:"B · Hamburg (39C3 House of Tea) — streaming",
+   stats:"−13.9 LUFS · TP −1.0 · LRA 4.0 · 2:22 · STEM-master (Take87)"},
+  {id:"m_ham_club",   file:"masters/hamburg_stem_club_v1.flac",   ttl:"B · Hamburg — club/loud",
+   stats:"−9 target · STEM-master (Take87, House of Tea, 2025-12-28)"},
+];
+const FRAGS = [
+  {q:"Sidechain depth (groove ~2:00-2:24) — how much pump suits a punk/jungle track?",
+   key:"sidechain",
+   a:{file:"frags/montreuil_frag_sc_gentle.flac", label:"Gentle (ratio 2)"},
+   b:{file:"frags/montreuil_frag_sc_strong.flac", label:"Strong / pumping (ratio 6)"}},
+  {q:"The DROP (~4:04-4:34, moog sub) — how loud should the moog SUB sit?",
+   key:"drop_sub",
+   a:{file:"frags/montreuil_frag_drop_v1.flac",     label:"As-is (balanced)"},
+   b:{file:"frags/montreuil_frag_drop_subfwd.flac", label:"Sub-forward (+4dB, deeper sidechain)"}},
+  {q:"Take feel — same energy moment, which performance carries it?",
+   key:"take_feel",
+   a:{file:"frags/montreuil_frag_drop_v1.flac", label:"A · Montreuil (the drop)"},
+   b:{file:"frags/hamburg_groove.flac",         label:"B · Hamburg (groove 60-84s)"}},
+];
+const INTRO = {file:"frags/montreuil_frag_intro.flac", q:"Does the opening (0-22s) work, or want a longer build / different start?"};
+
+const store = JSON.parse(localStorage.getItem("pac_judge")||"{}");
+function save(){ localStorage.setItem("pac_judge", JSON.stringify(store));
+  document.getElementById("saved").textContent = "saved ✓ "+new Date().toLocaleTimeString(); }
+
+let current=null;
+function mkPlayer(file){
+  const a=new Audio(file); a.preload="none";
+  const btn=document.createElement("button"); btn.className="play"; btn.textContent="▶";
+  const bw=document.createElement("div"); bw.className="barwrap";
+  const bar=document.createElement("div"); bar.className="bar"; bw.appendChild(bar);
+  btn.onclick=()=>{ if(!a.paused){a.pause();return;}
+    if(current&&current!==a){current.pause();} current=a; a.play(); };
+  a.onplay=()=>{btn.classList.add("playing");btn.textContent="⏸";};
+  a.onpause=()=>{btn.classList.remove("playing");btn.textContent="▶";};
+  a.onended=()=>{btn.classList.remove("playing");btn.textContent="▶";bar.style.width="0";};
+  a.ontimeupdate=()=>{bar.style.width=(100*a.currentTime/(a.duration||1))+"%";};
+  return {btn,bw};
+}
+function radios(span, key, opts){
+  opts.forEach(o=>{ const l=document.createElement("label");
+    const r=document.createElement("input"); r.type="radio"; r.name=key; r.value=o;
+    if(store[key]===o) r.checked=true;
+    r.onchange=()=>{store[key]=o;save();};
+    l.appendChild(r); l.appendChild(document.createTextNode(o)); span.appendChild(l); });
+}
+
+// masters
+const mc=document.getElementById("masters");
+MASTERS.forEach(m=>{ const c=document.createElement("div"); c.className="card";
+  const row=document.createElement("div"); row.className="row";
+  const p=mkPlayer(m.file);
+  const t=document.createElement("div"); t.innerHTML=`<div class="ttl">${m.ttl}</div><div class="stats">${m.stats}</div>`;
+  row.appendChild(p.btn); row.appendChild(t); row.appendChild(p.bw);
+  c.appendChild(row); mc.appendChild(c); });
+document.querySelector('[data-q="take"]') && radios(document.querySelector('[data-q="take"]'),"take",
+  ["A · Montreuil","B · Hamburg","both (Montreuil lead, Hamburg B-side)","undecided"]);
+radios(document.querySelector('[data-q="loudness"]'),"loudness",
+  ["−14 is right","want it louder","want more dynamic"]);
+const onote=document.querySelector('[data-note="overall"]');
+onote.value=store.note_overall||""; onote.oninput=()=>{store.note_overall=onote.value;save();};
+
+// fragments
+const fc=document.getElementById("frags");
+FRAGS.forEach(f=>{ const c=document.createElement("div"); c.className="card";
+  const h=document.createElement("div"); h.className="q ttl"; h.textContent=f.q; c.appendChild(h);
+  const ab=document.createElement("div"); ab.className="ab";
+  [["A",f.a],["B",f.b]].forEach(([tag,o])=>{ const cc=document.createElement("div"); cc.className="card";
+    const row=document.createElement("div"); row.className="row"; const p=mkPlayer(o.file);
+    row.appendChild(p.btn);
+    const t=document.createElement("div"); t.innerHTML=`<span class="pill">${tag}</span> ${o.label}`;
+    row.appendChild(t); cc.appendChild(row); cc.appendChild(p.bw); ab.appendChild(cc); });
+  c.appendChild(ab);
+  const opts=document.createElement("div"); opts.className="q opts"; opts.textContent="Winner: ";
+  const span=document.createElement("span"); opts.appendChild(span);
+  radios(span, f.key, ["A","B","no preference"]); c.appendChild(opts);
+  const ta=document.createElement("textarea"); ta.rows=1; ta.placeholder="why?";
+  ta.value=store["note_"+f.key]||""; ta.oninput=()=>{store["note_"+f.key]=ta.value;save();};
+  c.appendChild(ta); fc.appendChild(c); });
+// intro single
+{ const c=document.createElement("div"); c.className="card";
+  const row=document.createElement("div"); row.className="row"; const p=mkPlayer(INTRO.file);
+  row.appendChild(p.btn);
+  const t=document.createElement("div"); t.innerHTML=`<div class="ttl">Intro check</div><div class="stats">${INTRO.q}</div>`;
+  row.appendChild(t); row.appendChild(p.bw); c.appendChild(row);
+  const ta=document.createElement("textarea"); ta.rows=1; ta.placeholder="intro notes…";
+  ta.value=store.note_intro||""; ta.oninput=()=>{store.note_intro=ta.value;save();};
+  c.appendChild(ta); fc.appendChild(c); }
+
+function exportJSON(){
+  const blob=new Blob([JSON.stringify(store,null,2)],{type:"application/json"});
+  const a=document.createElement("a"); a.href=URL.createObjectURL(blob);
+  a.download="punkachien_verdicts.json"; a.click();
+}
+</script>
+</body>
+</html>

armada/tide-table/release_candidates.json

+[
+  {
+    "title": "I come from Cyberspace",
+    "year": "2021",
+    "plays": 121,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/i-come-from-cyberspace",
+    "note": ""
+  },
+  {
+    "title": "Faith in Bass (feat. Sculpture)",
+    "year": "2022",
+    "plays": 53,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/faith-in-bass-feat-sculpture",
+    "note": ""
+  },
+  {
+    "title": "Soleil Pourpre",
+    "year": "2020",
+    "plays": 40,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/soleil-pourpre",
+    "note": ""
+  },
+  {
+    "title": "El Mundo Interior (toma uno)",
+    "year": "2024",
+    "plays": 31,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/el-mundo-interior",
+    "note": ""
+  },
+  {
+    "title": "Pixels Roses",
+    "year": "2021",
+    "plays": 30,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/pixels-roses",
+    "note": ""
+  },
+  {
+    "title": "Jardin d'Hiver",
+    "year": "2021",
+    "plays": 29,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/jardin-dhiver",
+    "note": ""
+  },
+  {
+    "title": "Tidal Crime Investigation",
+    "year": "2021",
+    "plays": 29,
+    "tier": "light",
+    "url": "https://soundcloud.com/parvagues/tidal-crime",
+    "note": ""
+  },
+  {
+    "title": "Au revoir Lord Toyota",
+    "year": "2020",
+    "plays": 29,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/au-revoir-lord-toyota",
+    "note": ""
+  },
+  {
+    "title": "Vie Hivernale",
+    "year": "2020",
+    "plays": 27,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/vie-hivernale",
+    "note": ""
+  },
+  {
+    "title": "Progressivement, Mardi",
+    "year": "2020",
+    "plays": 25,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/progressivement-mardi",
+    "note": ""
+  },
+  {
+    "title": "Maudite soit la Guerre",
+    "year": "2025",
+    "plays": 23,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/maudite-soit-la-guerre",
+    "note": ""
+  },
+  {
+    "title": "Stack Aérienne",
+    "year": "2020",
+    "plays": 22,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/stack-aerienne",
+    "note": ""
+  },
+  {
+    "title": "Premier Septembre (version longue)",
+    "year": "2025",
+    "plays": 21,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/premier-septembre",
+    "note": ""
+  },
+  {
+    "title": "Un dimanche mineur",
+    "year": "2021",
+    "plays": 21,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/un-dimanche-mineur",
+    "note": ""
+  },
+  {
+    "title": "Liquid Finale - feat @NVZT",
+    "year": "2025",
+    "plays": 19,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/liquid-finale",
+    "note": ""
+  },
+  {
+    "title": "Ré comme remède",
+    "year": "2020",
+    "plays": 17,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/re-comme-remede",
+    "note": ""
+  },
+  {
+    "title": "Calorifère",
+    "year": "2020",
+    "plays": 17,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/calorifere",
+    "note": ""
+  },
+  {
+    "title": "Du Code",
+    "year": "2020",
+    "plays": 17,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/du-code",
+    "note": ""
+  },
+  {
+    "title": "Transition à Fez : Ton numéro",
+    "year": "2025",
+    "plays": 16,
+    "tier": "light",
+    "url": "https://soundcloud.com/parvagues/transition-to-jam-de-fez-ton-numero-3",
+    "note": ""
+  },
+  {
+    "title": "Ton Numéro",
+    "year": "2025",
+    "plays": 16,
+    "tier": "light",
+    "url": "https://soundcloud.com/parvagues/ton-numero",
+    "note": ""
+  },
+  {
+    "title": "Deck the (Dance) Hall",
+    "year": "2024",
+    "plays": 15,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/deck-the-dance-hall",
+    "note": ""
+  },
+  {
+    "title": "Octobre Jaune",
+    "year": "2023",
+    "plays": 14,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/octobre-jaune",
+    "note": ""
+  },
+  {
+    "title": "Ciel Étoilé",
+    "year": "2020",
+    "plays": 14,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/ciel-etoile",
+    "note": ""
+  },
+  {
+    "title": "La Canopée",
+    "year": "2023",
+    "plays": 13,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/la-canopee",
+    "note": ""
+  },
+  {
+    "title": "Accel",
+    "year": "2020",
+    "plays": 13,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/accel",
+    "note": ""
+  },
+  {
+    "title": "Battements Printaniers",
+    "year": "2020",
+    "plays": 11,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/battements-printaniers",
+    "note": ""
+  },
+  {
+    "title": "It's About Time",
+    "year": "2023",
+    "plays": 10,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/its-about-time",
+    "note": ""
+  },
+  {
+    "title": "Chez Cricri - Épisode 1 : Intro Citare",
+    "year": "2025",
+    "plays": 9,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/chez-cricri1",
+    "note": ""
+  },
+  {
+    "title": "Smart Motivated Person",
+    "year": "2023",
+    "plays": 9,
+    "tier": "light",
+    "url": "https://soundcloud.com/parvagues/smart-motivated-person",
+    "note": ""
+  },
+  {
+    "title": "Dure Liberté",
+    "year": "2020",
+    "plays": 9,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/dure-liberte",
+    "note": ""
+  },
+  {
+    "title": "Prière Dure",
+    "year": "2020",
+    "plays": 8,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/priere-dure",
+    "note": ""
+  },
+  {
+    "title": "Bleu Cassé",
+    "year": "2020",
+    "plays": 7,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/bleucasse",
+    "note": ""
+  },
+  {
+    "title": "YouMay",
+    "year": "2020",
+    "plays": 7,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/youmay-feat-youc",
+    "note": ""
+  },
+  {
+    "title": "Take Five Drops",
+    "year": "2026",
+    "plays": 5,
+    "tier": "light",
+    "url": "https://soundcloud.com/parvagues/take-five-drops-2",
+    "note": ""
+  },
+  {
+    "title": "Piment Brésilien",
+    "year": "2026",
+    "plays": 4,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/piment-bresilien-1",
+    "note": ""
+  },
+  {
+    "title": "Pensif",
+    "year": "2020",
+    "plays": 4,
+    "tier": "original",
+    "url": "https://soundcloud.com/parvagues/pensif",
+    "note": ""
+  }
+]

armada/tide-table/release_priority.md

+# Release Priority — recency-weighted set staples
+
+Ranked by **how often + how recently** a track is played live, across 23 site setlists,
+minus already-released (Apple∪Deezer, aka-aware). Weight = `0.6 ** (2026 - gig_year)`
+(half-life ~1.35y), so a 2026 play counts ~4.6× a 2022 play. This is the canonical
+input to `manifeste/calendar.md` — feed the top of this list into the monthly cadence.
+
+| wscore | raw | last | track | years | source for master |
+|--:|--:|--:|---|---|---|
+| 4.92 | 9 | 2025 | **Sunny Side Up** | 24–25 | set stem / Prod |
+| 3.46 | 8 | 2025 | **Salut Nu** | 23–25 | Audacity `SalutNu_r1` |
+| 3.35 | 9 | 2025 | Contre Visite | 22–25 | older-rooted |
+| 2.86 | 7 | 2025 | **Permanence** | 23–25 | set stem |
+| 2.52 | 5 | 2025 | **Something about Drums** | 24–25 | Prod `SomethingAboutDnb` |
+| 2.28 | 5 | 2025 | **Venons Ensemble** | 24–25 | CF album (not DSP) |
+| 2.24 | 7 | 2025 | Invoque l'Été | 22–25 | older-rooted |
+| 2.20 | 3 | 2026 | **PunkAChien** ↑ | 25–26 | Montreuil split ✓ |
+| 2.16 | 4 | 2025 | **Bain Électrique** | 24–25 | CF album (not DSP) |
+| 1.80 | 3 | 2025 | **Premier Septembre** (Sept1) | 25 | collab → split |
+| 1.56 | 3 | 2025 | **Acidulé** | 24–25 | set stem |
+| 1.60 | 2 | 2026 | Quand on Décolle · Piment Brésilien | 25–26 | Montreuil/CF split ✓ |
+
+**Fresh 2026 Montreuil debuts (1× but current, masters READY in `tracks_bandcamp/`):**
+Take 5 Drops · Super Sunny Side Up · W.I.P. W.A.P. · 'Plosive · Aria Sans Serif ·
+You My Sunshine · Desire · Techno Orage · La Révolution Sera Samplée.
+
+## Exclude (already released under FR/aka titles)
+Blue Gold = L'Or Bleu · JeuDrill = Jeudi Drill · Fabuleux · Paroles d'Opal · Atlantis · Nass Arrive …
+
+## Method note
+Recurrence alone over-ranks faded Algolia-era staples (Contre Visite, Invoque l'Été);
+recency weighting promotes what's *currently* in rotation (Sunny Side Up) and surfaces
+brand-new 2026 material. Re-run when setlists update.

armada/tide-table/resplit_montreuil.py

+#!/usr/bin/env python3
+"""Apply validated boundaries → re-split Take89 into per-track audio for listening.
+
+Reads boundaries_take89_validated.json, sums the 12 Take89 orbit-stems per track
+window (decode-accurate -ss seek, so only the window is read), loudnorm -14 for
+comfortable audition, fades, FLAC + metadata tags (provenance-checked), and writes
+a manifest. Output → freebox Prod/Montreuil26_resplit/ for PLN to listen.
+
+NOTE: review-quality per-track audio (a normalized stem-sum), NOT final masters.
+Final per-track mastering = tidal-ears master, later. Gig metadata pulled from the
+canonical site lives content (see boundaries JSON `gig`), not invented.
+"""
+import json, subprocess, sys
+from pathlib import Path
+
+HERE = Path(__file__).parent
+STEMS = Path("/mnt/freebox/PLN/Work/Sound/Prod/_stems/2026-05-22_Take89")
+OUT = Path("/mnt/freebox/PLN/Work/Sound/Prod/Montreuil26_resplit")
+B = json.loads((HERE / "boundaries_take89_validated.json").read_text())
+
+# 15 tracks: track1 = opener, tracks 2..15 = each boundary's "into"
+TRACK1 = "Quand on décolle"
+bounds = B["boundaries"]
+titles = [TRACK1] + [b["into"] for b in bounds]
+starts = [0.0] + [b["t"] for b in bounds]
+SET_END = 4690.0  # trailing; Revolution fades out (encore/claps trim = later edit)
+ends = starts[1:] + [SET_END]
+
+gig = B["gig"]
+ALBUM = gig["set_title"]
+
+def sanitize(s):
+    return "".join(c if c.isalnum() or c in " -_'" else "_" for c in s).strip()
+
+def run(args):
+    r = subprocess.run(args, capture_output=True, text=True)
+    if r.returncode != 0:
+        print(r.stderr[-1500:], file=sys.stderr)
+    return r
+
+def main():
+    OUT.mkdir(parents=True, exist_ok=True)
+    manifest = {"take": B["take"], "date": B["date"], "gig": gig,
+                "time_base": B["time_base"], "quality": "review (normalized stem-sum, -14 LUFS); not a final master",
+                "tracks": []}
+    for i, (title, s, e) in enumerate(zip(titles, starts, ends), 1):
+        dur = round(e - s, 2)
+        fn = f"{i:02d}-{sanitize(title)}.flac"
+        out = OUT / fn
+        # 12 orbit inputs, each seeked to s
+        inputs = []
+        for o in range(1, 13):
+            inputs += ["-accurate_seek", "-ss", str(s), "-t", str(dur),
+                       "-i", str(STEMS / f"orbit-{o:02d}.flac")]
+        fo = max(0.0, dur - 3.0)
+        graph = (f"amix=inputs=12:normalize=0,volume=-9dB,"
+                 f"afade=t=in:st=0:d=0.3,afade=t=out:st={fo}:d=3,"
+                 f"loudnorm=I=-14:TP=-1:LRA=11")
+        tags = ["-metadata", f"title={title}", "-metadata", "artist=ParVagues",
+                "-metadata", f"album={ALBUM}", "-metadata", f"date={B['date']}",
+                "-metadata", f"track={i}/15",
+                "-metadata", f"comment=live @ {gig['venue']} | take {B['take']} | "
+                             f"window {s}-{round(e,1)}s | src {gig['src']}"]
+        print(f"  [{i:02d}/15] {title:<28} [{int(s//60)}:{int(s%60):02d}–{int(e//60)}:{int(e%60):02d}] {dur}s", flush=True)
+        r = run(["ffmpeg", "-hide_banner", "-loglevel", "error", *inputs,
+                 "-filter_complex", graph, *tags,
+                 "-ar", "44100", "-c:a", "flac", "-compression_level", "6",
+                 str(out), "-y"])
+        ok = out.exists() and r.returncode == 0
+        manifest["tracks"].append({"n": i, "title": title, "file": fn,
+                                   "start_s": round(s, 1), "end_s": round(e, 1),
+                                   "dur_s": dur, "ok": ok})
+    (OUT / "manifest.json").write_text(json.dumps(manifest, indent=2))
+    print(f"\n✓ {sum(t['ok'] for t in manifest['tracks'])}/15 tracks → {OUT}")
+    print(f"  manifest: {OUT}/manifest.json")
+
+if __name__ == "__main__":
+    main()

armada/tide-table/seed_edl_take89.py

+#!/usr/bin/env python3
+"""Seed the Take89 (Montreuil) master EDL from PLN's 2026-06-05 listening pass.
+
+Turns the prose ear-feedback (performance_notes.md) into a typed, validated
+MasterEDL — each decision replayable by a renderer AND usable as ground-truth for
+the boundary/edge detectors (#25/#31). Re-run to regenerate; edit here, not the JSON.
+"""
+from datetime import date
+from pathlib import Path
+
+from models import (EditKind, EditOp, MasterEDL, MasterEdit, Provenance)
+
+HERE = Path(__file__).parent
+OUT = HERE / "master_edl_take89.json"
+WH = "WH-1000XM5+phone"
+
+
+def ear(loc):
+    return Provenance(source="ear", locator=loc, as_of=date(2026, 6, 5),
+                      note="phone + WH-1000XM5 resplit review")
+
+
+EDITS = [
+    MasterEdit(track_no=2, name="Piment Brésilien",
+               tidal="live/collab/raph/piment_bresilien.tidal",
+               op=EditOp.eq_highshelf, at="whole", value=-2.0, kind=EditKind.harsh,
+               device=WH, provenance=ear("aigus perçants sur mobile quand le lead/keys "
+               "montent + FX forts — tame ~4-8kHz, dynamic"),
+               reason="highs piercing on mobile when lead/keys climb high under heavy FX"),
+    MasterEdit(track_no=2, name="Piment Brésilien → Take 5 Drops",
+               op=EditOp.trim_out, at="-5", kind=EditKind.bad_cut, device=WH,
+               provenance=ear("on entend le changement de basse de la suivante AVANT le cut"),
+               reason="boundary ~5s too early: next track's bass change bleeds into tail"),
+    MasterEdit(track_no=3, name="Take 5 Drops → Super Sunny Side Up",
+               tidal="live/midi/nova/lounge/take_5_drops.tidal",
+               op=EditOp.crossfade, at="end", kind=EditKind.transition, device=WH,
+               provenance=ear("silence à la fin de la 3 puis 4 démarre direct — abrupt"),
+               reason="hard silence→onset butt-join; add short crossfade or trim-to-groove"),
+    MasterEdit(track_no=4, name="Super Sunny Side Up",
+               tidal="live/midi/nova/lounge/sunny_side_up.tidal",
+               op=EditOp.fade_out, at="4:00", to="4:09", kind=EditKind.laborious,
+               device=WH, provenance=ear("se terminerait à 4:00, ou 4:09 sur petit fade"),
+               reason="outro laborious — end at 4:00, or 4:09 with a small fade"),
+    MasterEdit(track_no=5, name="W.I.P. W.A.P.",
+               tidal="live/midi/nova/dnb/wap.tidal",
+               op=EditOp.trim_in, at="1.0", kind=EditKind.bad_cut, device=WH,
+               provenance=ear("commence sur 1s+ de break puis vocal — start au vocal"),
+               reason="trim ~1s break intro, start directly on the vocal"),
+    MasterEdit(track_no=5, name="W.I.P. W.A.P.",
+               tidal="live/midi/nova/dnb/wap.tidal",
+               op=EditOp.investigate, at="3:29", to="3:31", kind=EditKind.anomaly,
+               device=WH, provenance=ear("silence bizarre 3:29-3:31"),
+               reason="~2s odd silence/dropout — investigate (stem gap? mute glitch?)"),
+    MasterEdit(track_no=5, name="W.I.P. W.A.P. → 'Plosive",
+               tidal="live/midi/nova/dnb/wap.tidal",
+               op=EditOp.crossfade, at="3:26", to="3:45", kind=EditKind.transition,
+               device=WH, provenance=ear("bordel jusqu'à 3:42; crossfade direct 3:26→3:45+ ; "
+               "PLN veut tester des fragments"),
+               reason="messy tail 3:31-3:42; test fragment crossfades ~3:26→3:45 into 'Plosive"),
+    MasterEdit(track_no=6, name="'Plosive",
+               tidal="live/midi/nova/dnb/plosive.tidal",
+               op=EditOp.gain, at="kick", value=-2.0, kind=EditKind.level, device=WH,
+               provenance=ear("kick trop fort vs basses+mélodie; trop loud vs le kick des "
+               "autres pistes — set-relative match"),
+               reason="kick hotter than rest of set; match kick gain across tracks"),
+    MasterEdit(track_no=6, name="'Plosive → Jeudi Drill",
+               tidal="live/midi/nova/dnb/plosive.tidal",
+               op=EditOp.trim_out, at="2:59", kind=EditKind.bad_cut, device=WH,
+               provenance=ear("2:59 'Plosive ends, next sound is Bogdan Jeudrill sample"),
+               reason="runs into T7 Jeudi Drill (Bogdan voice) — cut the next-track head"),
+]
+
+
+def main():
+    edl = MasterEDL(take="Take89", gig="2026/montreuil-algorave", edits=EDITS)
+    OUT.write_text(edl.model_dump_json(indent=1))
+    n_label = sum(1 for e in EDITS if e.kind == EditKind.bad_cut)
+    print(f"✓ {OUT}  ({len(EDITS)} edits, {n_label} bad_cut ground-truth labels)")
+    for e in edl.edits:
+        print(f"  T{e.track_no or '?'} {e.name:<32} {e.op.value:<12} @{e.at:<6} "
+              f"[{e.kind.value}]")
+
+
+if __name__ == "__main__":
+    main()

armada/tide-table/sources/.gitignore

+*.jsonl
+*.json

armada/tide-table/sources/youtube_titles.txt

+Take Five Drops (Demo)
+Piment Bresilien (demo)
+Algorave GZ25 - ParVagues & Pérégrine
+Techno Oligarchie - Demo 2 -- Claude à la Basse
+No Sunshine | #tidalcycles samples search UI prototype 
+ParVagues Viz - Editor Highlighting beta test
+[Making of] Menthe Glacée: TidalCycles sampling of Assi El Hallani's Law Adri
+Soleil d'Été - Première prise
+cosmicfest v0 - extrait
+En rentrant de l'AlgoRave
+Al Salar Modular (#jamuary 03)
+Septième de Noël 🎄🛤️ 🌄
+la Bonne Pression - première prise (Jamuary 01)
+Nuit étoilée pour Tom : Galaxie Opal 2024 🎇
+ParVagues - Fabuleux ✨ (feat Amélie Oudéa Castera)
+Live set for TopLap's Winter Solstice 2023 [Rehearsal]
+Nuit Bleue -  Jam TidalCycles + Modular Synth + Guitar
+Session Orange
+Réparation Nocturne | TidalCycles x Hydra.js Livecoding
+Brouillard - TidalCycles Lo-fi impromptu livecoding
+TidalCycles x LeapMotion : Contactless Music Livecoding 🪄
+ParVagues | Nouveaux Horizons (feat. Édouard Philippe)

armada/tide-table/take-compare.html

+<!doctype html><meta charset=utf-8><title>PunkAChien — take compare</title>
+<style>body{margin:0;font:15px/1.5 system-ui,sans-serif;color:#dff1f5;background:linear-gradient(#06121c,#02161f);min-height:100vh;padding:28px}
+h1{color:#7fe3d4} .card{background:#0b2233;border:1px solid #1d4358;border-radius:14px;padding:18px;margin:14px 0;max-width:780px}
+h2{margin:0 0 6px} .st{color:#8fb3c0;font-size:13px;margin-bottom:10px} .st b{color:#dff1f5}
+audio{width:100%} .pth{color:#4a6b7a;font-size:11px;margin-top:6px;word-break:break-all}
+.hint{color:#8fb3c0;font-size:13px;max-width:780px}</style>
+<h1>⚖️ PunkAChien — compare takes</h1>
+<p class=hint>Only one plays at a time. Pick the ship take, then I master it (→ 44.1 kHz / −14 LUFS).
+If a player won't load (browser file:// block), the path is shown below it.</p>
+
+  <div class="card">
+    <h2>Montreuil 2026 — produced split</h2>
+    <div class="st"><b>-15.6</b> LUFS · peak <b>-1.0</b> dBFS · LRA <b>5.9</b> · 288s · 192 kHz</div>
+    <audio controls preload="none" src="file:///mnt/freebox/PLN/Work/Sound/Prod/Montreuil26_master/tracks_bandcamp/09-PunkAChien.flac"></audio>
+    <div class="pth">/mnt/freebox/PLN/Work/Sound/Prod/Montreuil26_master/tracks_bandcamp/09-PunkAChien.flac</div>
+  </div>
+  <div class="card">
+    <h2>Live @ Hamburg — 39C3, raw</h2>
+    <div class="st"><b>-18.5</b> LUFS · peak <b>-0.4</b> dBFS · LRA <b>5.9</b> · 142s · 44.1 kHz</div>
+    <audio controls preload="none" src="file:///mnt/freebox/PLN/Work/Sound/Prod/ParVagues%20-%20PunkaChien%20%28Live%40Hamburg%29.flac"></audio>
+    <div class="pth">/mnt/freebox/PLN/Work/Sound/Prod/ParVagues - PunkaChien (Live@Hamburg).flac</div>
+  </div>
+<script>
+const A=[...document.querySelectorAll('audio')];
+A.forEach(a=>a.addEventListener('play',()=>A.forEach(o=>{if(o!==a)o.pause()})));
+</script>
\ No newline at end of file

armada/tide-table/take_gig_map.md

+# Take → Gig map (dated, duration-corroborated)
+
+_mtime≈gig date · duration: SET≥25m / track / sketch / empty(skip) · gig matched ±3d._
+
+| date | take | dur | ch | class | gig (±days) |
+|---|---|--:|--:|---|---|
+| 2024-08-08 | Take3 | 7:07 | 12 | track | Opal Festival 2024 (±2d) |
+| 2024-08-11 | Take4 | 57:22 | 12 | SET | Opal Festival 2024 (±1d) |
+| 2024-08-16 | Take5 | 7:38 | 12 | track |  |
+| 2024-08-16 | Take8 | 7:12 | 12 | track |  |
+| 2024-08-27 | Take10 | 4:25 | 12 | track |  |
+| 2024-09-07 | Take14 | 7:00 | 12 | track |  |
+| 2024-09-10 | Take15 | 6:15 | 12 | track |  |
+| 2024-09-16 | Take16 | 8:10 | 12 | track |  |
+| 2024-09-16 | Take17 | 6:16 | 12 | track |  |
+| 2024-09-22 | Take18 | 5:03 | 13 | track | La French Stack (±2d) |
+| 2024-09-22 | Take19 | 4:45 | 13 | track | La French Stack (±2d) |
+| 2024-09-29 | Take20 | 71:39 | 13 | SET | CCC LIVE - Cookie Collective (±2d) |
+| 2024-09-29 | Take21 | 16:09 | 13 | track | CCC LIVE - Cookie Collective (±2d) |
+| 2024-10-05 | Take22 | 28:32 | 13 | SET |  |
+| 2024-10-19 | Take24 | 3:48 | 11 | track |  |
+| 2024-10-19 | Take28 | 0:00 | 8 | empty |  |
+| 2024-10-19 | Take29 | 7:32 | 13 | track |  |
+| 2024-11-16 | Take30 | 50:51 | 13 | SET |  |
+| 2024-11-24 | Take32 | 3:51 | 13 | track |  |
+| 2024-12-01 | Take33 | 2:02 | 13 | sketch |  |
+| 2024-12-20 | Take34 | 2:27 | 13 | sketch | TOPLAP Solstice 2024 (±1d) |
+| 2024-12-25 | Take35 | 4:35 | 13 | track | [38C3] Secret Toilet Rave (±3d) |
+| 2024-12-28 | Take36 | 61:46 | 12 | SET | [38C3] Secret Toilet Rave |
+| 2024-12-29 | Take37 | 11:40 | 12 | track | [38C3] Chaos Music Club |
+| 2024-12-29 | Take38 | 14:27 | 13 | track | [38C3] Chaos Music Club |
+| 2025-01-15 | Take39 | 5:01 | 13 | track |  |
+| 2025-01-15 | Take40 | 4:45 | 13 | track |  |
+| 2025-01-18 | Take42 | 14:27 | 12 | track |  |
+| 2025-01-27 | Take45 | 4:01 | 11 | track |  |
+| 2025-01-27 | Take49 | 6:18 | 12 | track |  |
+| 2025-01-27 | Take53 | 5:37 | 12 | track |  |
+| 2025-02-04 | Take54 | 44:22 | 13 | SET |  |
+| 2025-02-06 | Take55 | 2:27 | 12 | sketch |  |
+| 2025-02-23 | Take58 | 16:26 | 12 | track |  |
+| 2025-03-20 | Take59 | 22:01 | 12 | track |  |
+| 2025-03-22 | Take60 | 47:08 | 12 | SET |  |
+| 2025-03-25 | Take61 | 46:02 | 12 | SET |  |
+| 2025-05-14 | Take62 | 4:31 | 11 | track |  |
+| 2025-05-19 | Take63 | 0:08 | 13 | empty | La French Stack (±1d) |
+| 2025-05-19 | Take64 | 1:33 | 12 | sketch | La French Stack (±1d) |
+| 2025-05-21 | Take65 | 36:29 | 12 | SET | LIVE CODING @ENSAD (±1d) |
+| 2025-05-22 | Take66 | 82:20 | 12 | SET | LIVE CODING @ENSAD |
+| 2025-05-24 | Take67 | 31:30 | 13 | SET | AlgoRave Lyon 2025 |
+| 2025-05-25 | Take68 | 0:02 | 12 | empty | AlgoRave Lyon 2025 (±1d) |
+| 2025-06-21 | Take70 | 100:19 | 12 | SET | CosmicFest v0 |
+| 2025-06-22 | Take71 | 0:11 | 12 | empty | CosmicFest v0 (±1d) |
+| 2025-06-23 | Take72 | 54:08 | 12 | SET | CosmicFest v0 (±2d) |
+| 2025-07-08 | Take73 | 104:01 | 12 | SET |  |
+| 2025-08-10 | Take74 | 108:27 | 12 | SET | Opal Festival 2025 |
+| 2025-08-13 | Take75 | 4:33 | 12 | track | Opal Festival 2025 (±3d) |
+| 2025-09-20 | Take76 | 35:26 | 12 | SET |  |
+| 2025-09-25 | Take77 | 47:42 | 12 | SET |  |
+| 2025-10-19 | Take79 | 3:59 | 10 | track |  |
+| 2025-10-28 | Take80 | 2:57 | 8 | track | BUNKER (±3d) |
+| 2025-11-08 | Take81 | 0:02 | 12 | empty |  |
+| 2025-11-08 | Take82 | 6:00 | 12 | track |  |
+| 2025-11-09 | Take83 | 31:00 | 12 | SET |  |
+| 2025-11-22 | Take84 | 3:59 | 12 | track |  |
+| 2025-11-23 | Take85 | 96:39 | 12 | SET |  |
+| 2025-11-30 | Take86 | 3:49 | 8 | track |  |
+| 2025-12-28 | Take87 | 55:59 | 12 | SET | [39C3] House of Tea |
+| 2025-12-29 | Take88 | 92:32 | 12 | SET | [39C3] Toilet Rave |
+| 2026-05-22 | Take89 | 78:18 | 12 | SET | Montreuil Algorave |

armada/tide-table/track_recording_map.json

+{
+ "schema": "locate-matrix L0 (metadata prior; nothing verified)",
+ "as_of": "2026-06-05",
+ "stats": {
+  "takes_total": 63,
+  "takes_matched_exact": 3,
+  "takes_matched_fuzzy": 14,
+  "takes_unmatched": 46,
+  "gigs_total": 23,
+  "gigs_with_take": 7,
+  "gigs_without_take": 16,
+  "distinct_tracks": 40,
+  "tracks_multi_take": 29,
+  "candidate_cells": 161
+ },
+ "release_readiness": [
+  {
+   "track": "live/midi/nova/lounge/sunny_side_up.tidal",
+   "aliases": [
+    "Sunny",
+    "Sunny Side Up",
+    "Super Sunny Side Up"
+   ],
+   "n_takes": 11,
+   "takes": [
+    "Take18",
+    "Take19",
+    "Take63",
+    "Take64",
+    "Take65",
+    "Take66",
+    "Take70",
+    "Take71",
+    "Take72",
+    "Take80",
+    "Take89"
+   ],
+   "gigs": [
+    "2024/la-french-stack",
+    "2025/bunker",
+    "2025/cosmicfest",
+    "2025/la-french-stack",
+    "2026/montreuil-algorave"
+   ]
+  },
+  {
+   "track": "live/midi/nova/breaks/bain_electrique.tidal",
+   "aliases": [
+    "Bain Électrique",
+    "Bain électrique"
+   ],
+   "n_takes": 9,
+   "takes": [
+    "Take18",
+    "Take19",
+    "Take63",
+    "Take64",
+    "Take65",
+    "Take66",
+    "Take70",
+    "Take71",
+    "Take72"
+   ],
+   "gigs": [
+    "2024/la-french-stack",
+    "2025/cosmicfest",
+    "2025/la-french-stack"
+   ]
+  },
+  {
+   "track": "live/midi/nova/dnb/force_motrice.tidal",
+   "aliases": [
+    "Atelier de Force Motrice",
+    "Force Motrice"
+   ],
+   "n_takes": 9,
+   "takes": [
+    "Take18",
+    "Take19",
+    "Take20",
+    "Take21",
+    "Take63",
+    "Take64",
+    "Take65",
+    "Take66",
+    "Take80"
+   ],
+   "gigs": [
+    "2024/ccc-live",
+    "2024/la-french-stack",
+    "2025/bunker",
+    "2025/la-french-stack"
+   ]
+  },
+  {
+   "track": "live/midi/nova/lounge/suns_of_gold.tidal",
+   "aliases": [
+    "L'Or Bleu"
+   ],
+   "n_takes": 9,
+   "takes": [
+    "Take18",
+    "Take19",
+    "Take63",
+    "Take64",
+    "Take65",
+    "Take66",
+    "Take70",
+    "Take71",
+    "Take72"
+   ],
+   "gigs": [
+    "2024/la-french-stack",
+    "2025/cosmicfest",
+    "2025/la-french-stack"
+   ]
+  },
+  {
+   "track": "live/midi/nova/nujazz/salut_nu.tidal",
+   "aliases": [
+    "Salut Nu"
+   ],
+   "n_takes": 8,
+   "takes": [
+    "Take18",
+    "Take19",
+    "Take20",
+    "Take21",
+    "Take63",
+    "Take64",
+    "Take65",
+    "Take66"
+   ],
+   "gigs": [
+    "2024/ccc-live",
+    "2024/la-french-stack",
+    "2025/la-french-stack"
+   ]
+  },
+  {
+   "track": "live/midi/nova/nujazz/cafe_tiede.tidal",
+   "aliases": [
+    "Cafe Tiede",
+    "Café Tiède"
+   ],
+   "n_takes": 8,
+   "takes": [
+    "Take18",
+    "Take19",
+    "Take20",
+    "Take21",
+    "Take63",
+    "Take64",
+    "Take65",
+    "Take66"
+   ],
+   "gigs": [
+    "2024/ccc-live",
+    "2024/la-french-stack",
+    "2025/la-french-stack"
+   ]
+  },
+  {
+   "track": "live/collab/raph/acidule.tidal",
+   "aliases": [
+    "Acidule",
+    "Acidulé",
+    "L'ACID d'abord <3"
+   ],
+   "n_takes": 7,
+   "takes": [
+    "Take20",
+    "Take21",
+    "Take35",
+    "Take36",
+    "Take37",
+    "Take38",
+    "Take80"
+   ],
+   "gigs": [
+    "2024/38c3-toilet",
+    "2024/ccc-live",
+    "2025/bunker"
+   ]
+  },
+  {
+   "track": "live/collab/ccc/ghosts_in_the_toilets.tidal",
+   "aliases": [
+    "Ghosts in the T01l3ts",
+    "Ghosts in the Toilets"
+   ],
+   "n_takes": 7,
+   "takes": [
+    "Take35",
+    "Take36",
+    "Take37",
+    "Take38",
+    "Take70",
+    "Take71",
+    "Take72"
+   ],
+   "gigs": [
+    "2024/38c3-toilet",
+    "2025/cosmicfest"
+   ]
+  },
+  {
+   "track": "live/midi/nova/dnb/venons_ensemble.tidal",
+   "aliases": [
+    "Venons Ensemble"
+   ],
+   "n_takes": 7,
+   "takes": [
+    "Take63",
+    "Take64",
+    "Take65",
+    "Take66",
+    "Take70",
+    "Take71",
+    "Take72"
+   ],
+   "gigs": [
+    "2025/cosmicfest",
+    "2025/la-french-stack"
+   ]
+  },
+  {
+   "track": "live/midi/nova/ambient/contre_visite.tidal",
+   "aliases": [
+    "Contre Visite"
+   ],
+   "n_takes": 6,
+   "takes": [
+    "Take18",
+    "Take19",
+    "Take63",
+    "Take64",
+    "Take65",
+    "Take66"
+   ],
+   "gigs": [
+    "2024/la-french-stack",
+    "2025/la-french-stack"
+   ]
+  },
+  {
+   "track": "live/midi/nova/dnb/something_about_drums.tidal",
+   "aliases": [
+    "Something about Drums"
+   ],
+   "n_takes": 6,
+   "takes": [
+    "Take18",
+    "Take19",
+    "Take63",
+    "Take64",
+    "Take65",
+    "Take66"
+   ],
+   "gigs": [
+    "2024/la-french-stack",
+    "2025/la-french-stack"
+   ]
+  },
+  {
+   "track": "live/collab/raph/permanence.tidal",
+   "aliases": [
+    "Permanence"
+   ],
+   "n_takes": 6,
+   "takes": [
+    "Take18",
+    "Take19",
+    "Take63",
+    "Take64",
+    "Take65",
+    "Take66"
+   ],
+   "gigs": [
+    "2024/la-french-stack",
+    "2025/la-french-stack"
+   ]
+  },
+  {
+   "track": "live/collab/raph/punkachien.tidal",
+   "aliases": [
+    "Pitbul Punk",
+    "PunkAChien"
+   ],
+   "n_takes": 5,
+   "takes": [
+    "Take35",
+    "Take36",
+    "Take37",
+    "Take38",
+    "Take89"
+   ],
+   "gigs": [
+    "2024/38c3-toilet",
+    "2026/montreuil-algorave"
+   ]
+  },
+  {
+   "track": "live/collab/mousquetaires/blue_gold.tidal",
+   "aliases": [
+    "L'or Bleu"
+   ],
+   "n_takes": 5,
+   "takes": [
+    "Take35",
+    "Take36",
+    "Take37",
+    "Take38",
+    "Take89"
+   ],
+   "gigs": [
+    "2024/38c3-toilet",
+    "2026/montreuil-algorave"
+   ]
+  },
+  {
+   "track": "live/midi/nova/techno/techno_orage.tidal",
+   "aliases": [
+    "Nuit d'orage",
+    "Orage",
+    "Techno Orage"
+   ],
+   "n_takes": 5,
+   "takes": [
+    "Take70",
+    "Take71",
+    "Take72",
+    "Take80",
+    "Take89"
+   ],
+   "gigs": [
+    "2025/bunker",
+    "2025/cosmicfest",
+    "2026/montreuil-algorave"
+   ]
+  },
+  {
+   "track": "live/collab/baba/sept1.tidal",
+   "aliases": [
+    "Premier Septembre",
+    "Sept1"
+   ],
+   "n_takes": 5,
+   "takes": [
+    "Take70",
+    "Take71",
+    "Take72",
+    "Take80",
+    "Take89"
+   ],
+   "gigs": [
+    "2025/bunker",
+    "2025/cosmicfest",
+    "2026/montreuil-algorave"
+   ]
+  },
+  {
+   "track": "live/collab/raph/nouveau_punk.tidal",
+   "aliases": [
+    "Nouveau Punk"
+   ],
+   "n_takes": 4,
+   "takes": [
+    "Take35",
+    "Take36",
+    "Take37",
+    "Take38"
+   ],
+   "gigs": [
+    "2024/38c3-toilet"
+   ]
+  },
+  {
+   "track": "live/midi/nova/ambient/quand_on_decolle.tidal",
+   "aliases": [
+    "Quand on Décolle",
+    "Quand on décolle"
+   ],
+   "n_takes": 4,
+   "takes": [
+    "Take70",
+    "Take71",
+    "Take72",
+    "Take89"
+   ],
+   "gigs": [
+    "2025/cosmicfest",
+    "2026/montreuil-algorave"
+   ]
+  },
+  {
+   "track": "live/collab/raph/jeudrill.tidal",
+   "aliases": [
+    "Jeudi Drill"
+   ],
+   "n_takes": 4,
+   "takes": [
+    "Take70",
+    "Take71",
+    "Take72",
+    "Take89"
+   ],
+   "gigs": [
+    "2025/cosmicfest",
+    "2026/montreuil-algorave"
+   ]
+  },
+  {
+   "track": "live/midi/nova/lounge/fabuleux.tidal",
+   "aliases": [
+    "Fabuleux"
+   ],
+   "n_takes": 3,
+   "takes": [
+    "Take70",
+    "Take71",
+    "Take72"
+   ],
+   "gigs": [
+    "2025/cosmicfest"
+   ]
+  },
+  {
+   "track": "live/midi/nova/breaks/madeleine_de_paris.tidal",
+   "aliases": [
+    "Paris"
+   ],
+   "n_takes": 3,
+   "takes": [
+    "Take70",
+    "Take71",
+    "Take72"
+   ],
+   "gigs": [
+    "2025/cosmicfest"
+   ]
+  },
+  {
+   "track": "live/midi/nova/beatober/oct_16_haunted_house_insouciance.tidal",
+   "aliases": [
+    "La fin de l'insouciance"
+   ],
+   "n_takes": 3,
+   "takes": [
+    "Take70",
+    "Take71",
+    "Take72"
+   ],
+   "gigs": [
+    "2025/cosmicfest"
+   ]
+  },
+  {
+   "track": "live/midi/nova/breaks/lady_perplexity.tidal",
+   "aliases": [
+    "Lady Perplexity"
+   ],
+   "n_takes": 3,
+   "takes": [
+    "Take70",
+    "Take71",
+    "Take72"
+   ],
+   "gigs": [
+    "2025/cosmicfest"
+   ]
+  },
+  {
+   "track": "live/midi/nova/techno/ete_a_mauerpark.tidal",
+   "aliases": [
+    "L'été à Mauerpark"
+   ],
+   "n_takes": 3,
+   "takes": [
+    "Take70",
+    "Take71",
+    "Take72"
+   ],
+   "gigs": [
+    "2025/cosmicfest"
+   ]
+  },
+  {
+   "track": "live/midi/nova/dnb/alerte_verte.tidal",
+   "aliases": [
+    "Alerte Verte"
+   ],
+   "n_takes": 2,
+   "takes": [
+    "Take20",
+    "Take21"
+   ],
+   "gigs": [
+    "2024/ccc-live"
+   ]
+  },
+  {
+   "track": "live/collab/ccc/ccc0.tidal",
+   "aliases": [
+    "Blue Gold"
+   ],
+   "n_takes": 2,
+   "takes": [
+    "Take20",
+    "Take21"
+   ],
+   "gigs": [
+    "2024/ccc-live"
+   ]
+  },
+  {
+   "track": "live/midi/nova/breaks/nuit_agitee.tidal",
+   "aliases": [
+    "Nuit Agitee"
+   ],
+   "n_takes": 2,
+   "takes": [
+    "Take20",
+    "Take21"
+   ],
+   "gigs": [
+    "2024/ccc-live"
+   ]
+  },
+  {
+   "track": "live/dnb/nass_revient.tidal",
+   "aliases": [
+    "Nass Revient de Mars!"
+   ],
+   "n_takes": 2,
+   "takes": [
+    "Take20",
+    "Take21"
+   ],
+   "gigs": [
+    "2024/ccc-live"
+   ]
+  },
+  {
+   "track": "live/midi/nova/nujazz/cafe_glace.tidal",
+   "aliases": [
+    "Cafe Glace"
+   ],
+   "n_takes": 2,
+   "takes": [
+    "Take20",
+    "Take21"
+   ],
+   "gigs": [
+    "2024/ccc-live"
+   ]
+  },
+  {
+   "track": "live/collab/jane/drifting_soul.tidal",
+   "aliases": [
+    "Drifting Soul"
+   ],
+   "n_takes": 1,
+   "takes": [
+    "Take80"
+   ],
+   "gigs": [
+    "2025/bunker"
+   ]
+  },
+  {
+   "track": "copycat/because_its_there.tidal",
+   "aliases": [
+    "Because It's There"
+   ],
+   "n_takes": 1,
+   "takes": [
+    "Take80"
+   ],
+   "gigs": [
+    "2025/bunker"
+   ]
+  },
+  {
+   "track": "live/midi/nova/techno/ere_de_jeu.tidal",
+   "aliases": [
+    "Ere de Jeu"
+   ],
+   "n_takes": 1,
+   "takes": [
+    "Take80"
+   ],
+   "gigs": [
+    "2025/bunker"
+   ]
+  },
+  {
+   "track": "live/collab/raph/piment_bresilien.tidal",
+   "aliases": [
+    "Piment brésilien"
+   ],
+   "n_takes": 1,
+   "takes": [
+    "Take89"
+   ],
+   "gigs": [
+    "2026/montreuil-algorave"
+   ]
+  },
+  {
+   "track": "live/midi/nova/lounge/take_5_drops.tidal",
+   "aliases": [
+    "Take 5 Drops"
+   ],
+   "n_takes": 1,
+   "takes": [
+    "Take89"
+   ],
+   "gigs": [
+    "2026/montreuil-algorave"
+   ]
+  },
+  {
+   "track": "live/midi/nova/dnb/wap.tidal",
+   "aliases": [
+    "W.I.P. W.A.P."
+   ],
+   "n_takes": 1,
+   "takes": [
+    "Take89"
+   ],
+   "gigs": [
+    "2026/montreuil-algorave"
+   ]
+  },
+  {
+   "track": "live/midi/nova/dnb/plosive.tidal",
+   "aliases": [
+    "'Plosive"
+   ],
+   "n_takes": 1,
+   "takes": [
+    "Take89"
+   ],
+   "gigs": [
+    "2026/montreuil-algorave"
+   ]
+  },
+  {
+   "track": "live/collab/raph/aria_sans_serif.tidal",
+   "aliases": [
+    "Aria Sans Serif"
+   ],
+   "n_takes": 1,
+   "takes": [
+    "Take89"
+   ],
+   "gigs": [
+    "2026/montreuil-algorave"
+   ]
+  },
+  {
+   "track": "live/midi/nova/dnb/liquid/you_my_sunshine.tidal",
+   "aliases": [
+    "You My Sunshine"
+   ],
+   "n_takes": 1,
+   "takes": [
+    "Take89"
+   ],
+   "gigs": [
+    "2026/montreuil-algorave"
+   ]
+  },
+  {
+   "track": "live/collab/raph/desire.tidal",
+   "aliases": [
+    "Desire"
+   ],
+   "n_takes": 1,
+   "takes": [
+    "Take89"
+   ],
+   "gigs": [
+    "2026/montreuil-algorave"
+   ]
+  },
+  {
+   "track": "live/midi/nova/jazz/the_revolution_will_be_sampled.tidal",
+   "aliases": [
+    "La Révolution Sera Samplée"
+   ],
+   "n_takes": 1,
+   "takes": [
+    "Take89"
+   ],
+   "gigs": [
+    "2026/montreuil-algorave"
+   ]
+  }
+ ],
+ "cells": [
+  {
+   "track": "live/midi/nova/ambient/contre_visite.tidal",
+   "name": "Contre Visite",
+   "tidal": "live/midi/nova/ambient/contre_visite.tidal",
+   "take": "Take18",
+   "gig": "2024/la-french-stack",
+   "take_type": "track",
+   "bpm": 90,
+   "state": "candidate-ambiguous",
+   "signals": {
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+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/breaks/bain_electrique.tidal",
+   "name": "Bain Électrique",
+   "tidal": "live/midi/nova/breaks/bain_electrique.tidal",
+   "take": "Take18",
+   "gig": "2024/la-french-stack",
+   "take_type": "track",
+   "bpm": 128,
+   "state": "candidate-ambiguous",
+   "signals": {
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+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/nujazz/salut_nu.tidal",
+   "name": "Salut Nu",
+   "tidal": "live/midi/nova/nujazz/salut_nu.tidal",
+   "take": "Take18",
+   "gig": "2024/la-french-stack",
+   "take_type": "track",
+   "bpm": 120,
+   "state": "candidate-ambiguous",
+   "signals": {
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+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/nujazz/cafe_tiede.tidal",
+   "name": "Café Tiède",
+   "tidal": "live/midi/nova/nujazz/cafe_tiede.tidal",
+   "take": "Take18",
+   "gig": "2024/la-french-stack",
+   "take_type": "track",
+   "bpm": 125,
+   "state": "candidate-ambiguous",
+   "signals": {
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+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/dnb/force_motrice.tidal",
+   "name": "Force Motrice",
+   "tidal": "live/midi/nova/dnb/force_motrice.tidal",
+   "take": "Take18",
+   "gig": "2024/la-french-stack",
+   "take_type": "track",
+   "bpm": 125,
+   "state": "candidate-ambiguous",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/lounge/sunny_side_up.tidal",
+   "name": "Sunny Side Up",
+   "tidal": "live/midi/nova/lounge/sunny_side_up.tidal",
+   "take": "Take18",
+   "gig": "2024/la-french-stack",
+   "take_type": "track",
+   "bpm": 120,
+   "state": "candidate-ambiguous",
+   "signals": {
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+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/dnb/something_about_drums.tidal",
+   "name": "Something about Drums",
+   "tidal": "live/midi/nova/dnb/something_about_drums.tidal",
+   "take": "Take18",
+   "gig": "2024/la-french-stack",
+   "take_type": "track",
+   "bpm": 160,
+   "state": "candidate-ambiguous",
+   "signals": {
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+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/raph/permanence.tidal",
+   "name": "Permanence",
+   "tidal": "live/collab/raph/permanence.tidal",
+   "take": "Take18",
+   "gig": "2024/la-french-stack",
+   "take_type": "track",
+   "bpm": 150,
+   "state": "candidate-ambiguous",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/lounge/suns_of_gold.tidal",
+   "name": "L'Or Bleu",
+   "tidal": "live/midi/nova/lounge/suns_of_gold.tidal",
+   "take": "Take18",
+   "gig": "2024/la-french-stack",
+   "take_type": "track",
+   "bpm": 94,
+   "state": "candidate-ambiguous",
+   "signals": {
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+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/ambient/contre_visite.tidal",
+   "name": "Contre Visite",
+   "tidal": "live/midi/nova/ambient/contre_visite.tidal",
+   "take": "Take19",
+   "gig": "2024/la-french-stack",
+   "take_type": "track",
+   "bpm": 90,
+   "state": "candidate-ambiguous",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/breaks/bain_electrique.tidal",
+   "name": "Bain Électrique",
+   "tidal": "live/midi/nova/breaks/bain_electrique.tidal",
+   "take": "Take19",
+   "gig": "2024/la-french-stack",
+   "take_type": "track",
+   "bpm": 128,
+   "state": "candidate-ambiguous",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/nujazz/salut_nu.tidal",
+   "name": "Salut Nu",
+   "tidal": "live/midi/nova/nujazz/salut_nu.tidal",
+   "take": "Take19",
+   "gig": "2024/la-french-stack",
+   "take_type": "track",
+   "bpm": 120,
+   "state": "candidate-ambiguous",
+   "signals": {
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+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/nujazz/cafe_tiede.tidal",
+   "name": "Café Tiède",
+   "tidal": "live/midi/nova/nujazz/cafe_tiede.tidal",
+   "take": "Take19",
+   "gig": "2024/la-french-stack",
+   "take_type": "track",
+   "bpm": 125,
+   "state": "candidate-ambiguous",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/dnb/force_motrice.tidal",
+   "name": "Force Motrice",
+   "tidal": "live/midi/nova/dnb/force_motrice.tidal",
+   "take": "Take19",
+   "gig": "2024/la-french-stack",
+   "take_type": "track",
+   "bpm": 125,
+   "state": "candidate-ambiguous",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/lounge/sunny_side_up.tidal",
+   "name": "Sunny Side Up",
+   "tidal": "live/midi/nova/lounge/sunny_side_up.tidal",
+   "take": "Take19",
+   "gig": "2024/la-french-stack",
+   "take_type": "track",
+   "bpm": 120,
+   "state": "candidate-ambiguous",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/dnb/something_about_drums.tidal",
+   "name": "Something about Drums",
+   "tidal": "live/midi/nova/dnb/something_about_drums.tidal",
+   "take": "Take19",
+   "gig": "2024/la-french-stack",
+   "take_type": "track",
+   "bpm": 160,
+   "state": "candidate-ambiguous",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/raph/permanence.tidal",
+   "name": "Permanence",
+   "tidal": "live/collab/raph/permanence.tidal",
+   "take": "Take19",
+   "gig": "2024/la-french-stack",
+   "take_type": "track",
+   "bpm": 150,
+   "state": "candidate-ambiguous",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/lounge/suns_of_gold.tidal",
+   "name": "L'Or Bleu",
+   "tidal": "live/midi/nova/lounge/suns_of_gold.tidal",
+   "take": "Take19",
+   "gig": "2024/la-french-stack",
+   "take_type": "track",
+   "bpm": 94,
+   "state": "candidate-ambiguous",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/raph/acidule.tidal",
+   "name": "L'ACID d'abord <3",
+   "tidal": "live/collab/raph/acidule.tidal",
+   "take": "Take20",
+   "gig": "2024/ccc-live",
+   "take_type": "SET",
+   "bpm": 135,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/dnb/alerte_verte.tidal",
+   "name": "Alerte Verte",
+   "tidal": "live/midi/nova/dnb/alerte_verte.tidal",
+   "take": "Take20",
+   "gig": "2024/ccc-live",
+   "take_type": "SET",
+   "bpm": 160,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/ccc/ccc0.tidal",
+   "name": "Blue Gold",
+   "tidal": "live/collab/ccc/ccc0.tidal",
+   "take": "Take20",
+   "gig": "2024/ccc-live",
+   "take_type": "SET",
+   "bpm": 140,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/breaks/nuit_agitee.tidal",
+   "name": "Nuit Agitee",
+   "tidal": "live/midi/nova/breaks/nuit_agitee.tidal",
+   "take": "Take20",
+   "gig": "2024/ccc-live",
+   "take_type": "SET",
+   "bpm": 160,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/dnb/nass_revient.tidal",
+   "name": "Nass Revient de Mars!",
+   "tidal": "live/dnb/nass_revient.tidal",
+   "take": "Take20",
+   "gig": "2024/ccc-live",
+   "take_type": "SET",
+   "bpm": 140,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/dnb/force_motrice.tidal",
+   "name": "Atelier de Force Motrice",
+   "tidal": "live/midi/nova/dnb/force_motrice.tidal",
+   "take": "Take20",
+   "gig": "2024/ccc-live",
+   "take_type": "SET",
+   "bpm": 125,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/nujazz/cafe_tiede.tidal",
+   "name": "Cafe Tiede",
+   "tidal": "live/midi/nova/nujazz/cafe_tiede.tidal",
+   "take": "Take20",
+   "gig": "2024/ccc-live",
+   "take_type": "SET",
+   "bpm": 125,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/nujazz/cafe_glace.tidal",
+   "name": "Cafe Glace",
+   "tidal": "live/midi/nova/nujazz/cafe_glace.tidal",
+   "take": "Take20",
+   "gig": "2024/ccc-live",
+   "take_type": "SET",
+   "bpm": 120,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/nujazz/salut_nu.tidal",
+   "name": "Salut Nu",
+   "tidal": "live/midi/nova/nujazz/salut_nu.tidal",
+   "take": "Take20",
+   "gig": "2024/ccc-live",
+   "take_type": "SET",
+   "bpm": 120,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/raph/acidule.tidal",
+   "name": "L'ACID d'abord <3",
+   "tidal": "live/collab/raph/acidule.tidal",
+   "take": "Take21",
+   "gig": "2024/ccc-live",
+   "take_type": "track",
+   "bpm": 135,
+   "state": "candidate-ambiguous",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/dnb/alerte_verte.tidal",
+   "name": "Alerte Verte",
+   "tidal": "live/midi/nova/dnb/alerte_verte.tidal",
+   "take": "Take21",
+   "gig": "2024/ccc-live",
+   "take_type": "track",
+   "bpm": 160,
+   "state": "candidate-ambiguous",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/ccc/ccc0.tidal",
+   "name": "Blue Gold",
+   "tidal": "live/collab/ccc/ccc0.tidal",
+   "take": "Take21",
+   "gig": "2024/ccc-live",
+   "take_type": "track",
+   "bpm": 140,
+   "state": "candidate-ambiguous",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/breaks/nuit_agitee.tidal",
+   "name": "Nuit Agitee",
+   "tidal": "live/midi/nova/breaks/nuit_agitee.tidal",
+   "take": "Take21",
+   "gig": "2024/ccc-live",
+   "take_type": "track",
+   "bpm": 160,
+   "state": "candidate-ambiguous",
+   "signals": {
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+    "join": "date±2d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/dnb/nass_revient.tidal",
+   "name": "Nass Revient de Mars!",
+   "tidal": "live/dnb/nass_revient.tidal",
+   "take": "Take21",
+   "gig": "2024/ccc-live",
+   "take_type": "track",
+   "bpm": 140,
+   "state": "candidate-ambiguous",
+   "signals": {
+    "metadata": true,
+    "join": "date±2d"
+   },
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+  },
+  {
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/nujazz/cafe_tiede.tidal",
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+  },
+  {
+   "track": "live/midi/nova/nujazz/cafe_glace.tidal",
+   "name": "Cafe Glace",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/nujazz/salut_nu.tidal",
+   "name": "Salut Nu",
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+   "take": "Take21",
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+   },
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/ccc/ghosts_in_the_toilets.tidal",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/raph/nouveau_punk.tidal",
+   "name": "Nouveau Punk",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/raph/punkachien.tidal",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/raph/acidule.tidal",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/mousquetaires/blue_gold.tidal",
+   "name": "L'or Bleu",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/ccc/ghosts_in_the_toilets.tidal",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/raph/nouveau_punk.tidal",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/raph/punkachien.tidal",
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+  },
+  {
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/mousquetaires/blue_gold.tidal",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/ccc/ghosts_in_the_toilets.tidal",
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+  },
+  {
+   "track": "live/collab/raph/nouveau_punk.tidal",
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+  },
+  {
+   "track": "live/collab/raph/punkachien.tidal",
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+  },
+  {
+   "track": "live/collab/raph/acidule.tidal",
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+  },
+  {
+   "track": "live/collab/mousquetaires/blue_gold.tidal",
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+  },
+  {
+   "track": "live/collab/ccc/ghosts_in_the_toilets.tidal",
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+  },
+  {
+   "track": "live/collab/raph/nouveau_punk.tidal",
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+  },
+  {
+   "track": "live/collab/raph/punkachien.tidal",
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+  },
+  {
+   "track": "live/collab/raph/acidule.tidal",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/mousquetaires/blue_gold.tidal",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/ambient/contre_visite.tidal",
+   "name": "Contre Visite",
+   "tidal": "live/midi/nova/ambient/contre_visite.tidal",
+   "take": "Take63",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/breaks/bain_electrique.tidal",
+   "name": "Bain Électrique",
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+   "take": "Take63",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/nujazz/salut_nu.tidal",
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+   "take": "Take63",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/nujazz/cafe_tiede.tidal",
+   "name": "Café Tiède",
+   "tidal": "live/midi/nova/nujazz/cafe_tiede.tidal",
+   "take": "Take63",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/dnb/force_motrice.tidal",
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+   "tidal": "live/midi/nova/dnb/force_motrice.tidal",
+   "take": "Take63",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/lounge/sunny_side_up.tidal",
+   "name": "Sunny Side Up",
+   "tidal": "live/midi/nova/lounge/sunny_side_up.tidal",
+   "take": "Take63",
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+   "as_of": "2026-06-05"
+  },
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+   "track": "live/midi/nova/dnb/venons_ensemble.tidal",
+   "name": "Venons Ensemble",
+   "tidal": "live/midi/nova/dnb/venons_ensemble.tidal",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/dnb/something_about_drums.tidal",
+   "name": "Something about Drums",
+   "tidal": "live/midi/nova/dnb/something_about_drums.tidal",
+   "take": "Take63",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/raph/permanence.tidal",
+   "name": "Permanence",
+   "tidal": "live/collab/raph/permanence.tidal",
+   "take": "Take63",
+   "gig": "2025/la-french-stack",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/lounge/suns_of_gold.tidal",
+   "name": "L'Or Bleu",
+   "tidal": "live/midi/nova/lounge/suns_of_gold.tidal",
+   "take": "Take63",
+   "gig": "2025/la-french-stack",
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+   "bpm": 94,
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/ambient/contre_visite.tidal",
+   "name": "Contre Visite",
+   "tidal": "live/midi/nova/ambient/contre_visite.tidal",
+   "take": "Take64",
+   "gig": "2025/la-french-stack",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/breaks/bain_electrique.tidal",
+   "name": "Bain Électrique",
+   "tidal": "live/midi/nova/breaks/bain_electrique.tidal",
+   "take": "Take64",
+   "gig": "2025/la-french-stack",
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+   "bpm": 128,
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/nujazz/salut_nu.tidal",
+   "name": "Salut Nu",
+   "tidal": "live/midi/nova/nujazz/salut_nu.tidal",
+   "take": "Take64",
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+  },
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+  },
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+   "name": "Force Motrice",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/lounge/sunny_side_up.tidal",
+   "name": "Sunny Side Up",
+   "tidal": "live/midi/nova/lounge/sunny_side_up.tidal",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/dnb/venons_ensemble.tidal",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/dnb/something_about_drums.tidal",
+   "name": "Something about Drums",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/raph/permanence.tidal",
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+  },
+  {
+   "track": "live/midi/nova/lounge/suns_of_gold.tidal",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/ambient/contre_visite.tidal",
+   "name": "Contre Visite",
+   "tidal": "live/midi/nova/ambient/contre_visite.tidal",
+   "take": "Take65",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/breaks/bain_electrique.tidal",
+   "name": "Bain Électrique",
+   "tidal": "live/midi/nova/breaks/bain_electrique.tidal",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/nujazz/salut_nu.tidal",
+   "name": "Salut Nu",
+   "tidal": "live/midi/nova/nujazz/salut_nu.tidal",
+   "take": "Take65",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/nujazz/cafe_tiede.tidal",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/dnb/force_motrice.tidal",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/lounge/sunny_side_up.tidal",
+   "name": "Sunny Side Up",
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+   "take": "Take65",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/dnb/venons_ensemble.tidal",
+   "name": "Venons Ensemble",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/dnb/something_about_drums.tidal",
+   "name": "Something about Drums",
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+   },
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/raph/permanence.tidal",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/lounge/suns_of_gold.tidal",
+   "name": "L'Or Bleu",
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+   "take": "Take65",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/ambient/contre_visite.tidal",
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+   "tidal": "live/midi/nova/ambient/contre_visite.tidal",
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+   },
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/breaks/bain_electrique.tidal",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/nujazz/salut_nu.tidal",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/nujazz/cafe_tiede.tidal",
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+   "tidal": "live/midi/nova/nujazz/cafe_tiede.tidal",
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+  },
+  {
+   "track": "live/midi/nova/dnb/force_motrice.tidal",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/lounge/sunny_side_up.tidal",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/dnb/venons_ensemble.tidal",
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+  },
+  {
+   "track": "live/midi/nova/dnb/something_about_drums.tidal",
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+  },
+  {
+   "track": "live/collab/raph/permanence.tidal",
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+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/lounge/suns_of_gold.tidal",
+   "name": "L'Or Bleu",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/ambient/quand_on_decolle.tidal",
+   "name": "Quand on Décolle",
+   "tidal": "live/midi/nova/ambient/quand_on_decolle.tidal",
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+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/lounge/fabuleux.tidal",
+   "name": "Fabuleux",
+   "tidal": "live/midi/nova/lounge/fabuleux.tidal",
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+   "bpm": 93,
+   "state": "candidate",
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+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
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+   "track": "live/midi/nova/breaks/madeleine_de_paris.tidal",
+   "name": "Paris",
+   "tidal": "live/midi/nova/breaks/madeleine_de_paris.tidal",
+   "take": "Take70",
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+   "bpm": 80,
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+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/ccc/ghosts_in_the_toilets.tidal",
+   "name": "Ghosts in the T01l3ts",
+   "tidal": "live/collab/ccc/ghosts_in_the_toilets.tidal",
+   "take": "Take70",
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+   "take_type": "SET",
+   "bpm": 160,
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+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/techno/techno_orage.tidal",
+   "name": "Nuit d'orage",
+   "tidal": "live/midi/nova/techno/techno_orage.tidal",
+   "take": "Take70",
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+   "bpm": 104,
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+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/breaks/bain_electrique.tidal",
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+   "tidal": "live/midi/nova/breaks/bain_electrique.tidal",
+   "take": "Take70",
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+   "bpm": 128,
+   "state": "candidate",
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+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/beatober/oct_16_haunted_house_insouciance.tidal",
+   "name": "La fin de l'insouciance",
+   "tidal": "live/midi/nova/beatober/oct_16_haunted_house_insouciance.tidal",
+   "take": "Take70",
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+   "state": "candidate",
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+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/dnb/venons_ensemble.tidal",
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+   "tidal": "live/midi/nova/dnb/venons_ensemble.tidal",
+   "take": "Take70",
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+   "bpm": 85,
+   "state": "candidate",
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+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/lounge/suns_of_gold.tidal",
+   "name": "L'Or Bleu",
+   "tidal": "live/midi/nova/lounge/suns_of_gold.tidal",
+   "take": "Take70",
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+   "bpm": 94,
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+   "as_of": "2026-06-05"
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+   "track": "live/midi/nova/lounge/sunny_side_up.tidal",
+   "name": "Sunny Side Up",
+   "tidal": "live/midi/nova/lounge/sunny_side_up.tidal",
+   "take": "Take70",
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+    "metadata": true,
+    "join": "date±3d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "copycat/because_its_there.tidal",
+   "name": "Because It's There",
+   "tidal": "copycat/because_its_there.tidal",
+   "take": "Take80",
+   "gig": "2025/bunker",
+   "take_type": "track",
+   "bpm": 110,
+   "state": "candidate-ambiguous",
+   "signals": {
+    "metadata": true,
+    "join": "date±3d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/techno/ere_de_jeu.tidal",
+   "name": "Ere de Jeu",
+   "tidal": "live/midi/nova/techno/ere_de_jeu.tidal",
+   "take": "Take80",
+   "gig": "2025/bunker",
+   "take_type": "track",
+   "bpm": 110,
+   "state": "candidate-ambiguous",
+   "signals": {
+    "metadata": true,
+    "join": "date±3d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/raph/acidule.tidal",
+   "name": "Acidule",
+   "tidal": "live/collab/raph/acidule.tidal",
+   "take": "Take80",
+   "gig": "2025/bunker",
+   "take_type": "track",
+   "bpm": 135,
+   "state": "candidate-ambiguous",
+   "signals": {
+    "metadata": true,
+    "join": "date±3d"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/ambient/quand_on_decolle.tidal",
+   "name": "Quand on décolle",
+   "tidal": "live/midi/nova/ambient/quand_on_decolle.tidal",
+   "take": "Take89",
+   "gig": "2026/montreuil-algorave",
+   "take_type": "SET",
+   "bpm": 60,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date-exact"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/raph/piment_bresilien.tidal",
+   "name": "Piment brésilien",
+   "tidal": "live/collab/raph/piment_bresilien.tidal",
+   "take": "Take89",
+   "gig": "2026/montreuil-algorave",
+   "take_type": "SET",
+   "bpm": 124,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date-exact"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/lounge/take_5_drops.tidal",
+   "name": "Take 5 Drops",
+   "tidal": "live/midi/nova/lounge/take_5_drops.tidal",
+   "take": "Take89",
+   "gig": "2026/montreuil-algorave",
+   "take_type": "SET",
+   "bpm": 124,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date-exact"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/lounge/sunny_side_up.tidal",
+   "name": "Super Sunny Side Up",
+   "tidal": "live/midi/nova/lounge/sunny_side_up.tidal",
+   "take": "Take89",
+   "gig": "2026/montreuil-algorave",
+   "take_type": "SET",
+   "bpm": 120,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date-exact"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/dnb/wap.tidal",
+   "name": "W.I.P. W.A.P.",
+   "tidal": "live/midi/nova/dnb/wap.tidal",
+   "take": "Take89",
+   "gig": "2026/montreuil-algorave",
+   "take_type": "SET",
+   "bpm": 133,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date-exact"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/dnb/plosive.tidal",
+   "name": "'Plosive",
+   "tidal": "live/midi/nova/dnb/plosive.tidal",
+   "take": "Take89",
+   "gig": "2026/montreuil-algorave",
+   "take_type": "SET",
+   "bpm": 160,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date-exact"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/raph/jeudrill.tidal",
+   "name": "Jeudi Drill",
+   "tidal": "live/collab/raph/jeudrill.tidal",
+   "take": "Take89",
+   "gig": "2026/montreuil-algorave",
+   "take_type": "SET",
+   "bpm": 140,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date-exact"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/raph/aria_sans_serif.tidal",
+   "name": "Aria Sans Serif",
+   "tidal": "live/collab/raph/aria_sans_serif.tidal",
+   "take": "Take89",
+   "gig": "2026/montreuil-algorave",
+   "take_type": "SET",
+   "bpm": 160,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date-exact"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/raph/punkachien.tidal",
+   "name": "PunkAChien",
+   "tidal": "live/collab/raph/punkachien.tidal",
+   "take": "Take89",
+   "gig": "2026/montreuil-algorave",
+   "take_type": "SET",
+   "bpm": 170,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date-exact"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/dnb/liquid/you_my_sunshine.tidal",
+   "name": "You My Sunshine",
+   "tidal": "live/midi/nova/dnb/liquid/you_my_sunshine.tidal",
+   "take": "Take89",
+   "gig": "2026/montreuil-algorave",
+   "take_type": "SET",
+   "bpm": 144,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date-exact"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/raph/desire.tidal",
+   "name": "Desire",
+   "tidal": "live/collab/raph/desire.tidal",
+   "take": "Take89",
+   "gig": "2026/montreuil-algorave",
+   "take_type": "SET",
+   "bpm": 129,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date-exact"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/mousquetaires/blue_gold.tidal",
+   "name": "L'or Bleu",
+   "tidal": "live/collab/mousquetaires/blue_gold.tidal",
+   "take": "Take89",
+   "gig": "2026/montreuil-algorave",
+   "take_type": "SET",
+   "bpm": 124,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date-exact"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/collab/baba/sept1.tidal",
+   "name": "Premier Septembre",
+   "tidal": "live/collab/baba/sept1.tidal",
+   "take": "Take89",
+   "gig": "2026/montreuil-algorave",
+   "take_type": "SET",
+   "bpm": 120,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date-exact"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/techno/techno_orage.tidal",
+   "name": "Techno Orage",
+   "tidal": "live/midi/nova/techno/techno_orage.tidal",
+   "take": "Take89",
+   "gig": "2026/montreuil-algorave",
+   "take_type": "SET",
+   "bpm": 104,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date-exact"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  },
+  {
+   "track": "live/midi/nova/jazz/the_revolution_will_be_sampled.tidal",
+   "name": "La Révolution Sera Samplée",
+   "tidal": "live/midi/nova/jazz/the_revolution_will_be_sampled.tidal",
+   "take": "Take89",
+   "gig": "2026/montreuil-algorave",
+   "take_type": "SET",
+   "bpm": 114,
+   "state": "candidate",
+   "signals": {
+    "metadata": true,
+    "join": "date-exact"
+   },
+   "src": "derived:datejoin(site_tracklist×take_gig_map)",
+   "as_of": "2026-06-05"
+  }
+ ]
+}
\ No newline at end of file

armada/tide-table/triage.csv

+# sample_tier: original|light|heavy|remix|voice|set   rights: clear|review|needs-license|no-go   decision: released|candidate|live-only|test
+title,kind,year,plays,min,on_dsp,sample_tier,rights,decision,notes
+Paroles D'Opal,track,2024,279,5.9,yes,,,released,already on DSP
+Live@39c3 House of Tea Party,set,2025,206,93.5,no,set,no-go,live-only,live set recording
+Live @Opal 2024 - ParVagues TidalCycles Livecoding Set,set,2024,198,75.9,no,set,no-go,live-only,live set recording
+Live@38C3: Secret Toilet Rave 🪠,set,2025,153,14.4,no,set,no-go,live-only,live set recording
+Automne Électrique,track,2020,138,3.5,yes,,,released,already on DSP
+Live@38C3: House of Tea 🍵,set,2025,127,61.7,no,set,no-go,live-only,live set recording
+I come from Cyberspace,track,2021,121,2.1,no,,,,
+Nass Arrive,track,2021,106,3.7,yes,,,released,already on DSP
+Live@39c3 Secret Toilet Rave🕺,set,2026,105,54.8,no,set,no-go,live-only,live set recording
+CCC LIVE,set,2024,91,28.0,no,set,no-go,live-only,live set recording
+Livecoding @ Opal 2025,set,2025,80,84.3,no,set,no-go,live-only,live set recording
+Bonsoir Minneapolis,track,2021,69,5.5,yes,,,released,already on DSP
+Perce-neige Printanier,track,2021,69,2.0,no,,,,
+Live@38C3: Chaos Music Club 🪩,track,2025,54,11.4,no,,,,
+Faith in Bass (feat. Sculpture),track,2022,53,2.2,no,,,,
+Courant Alternatif,track,2020,51,2.9,yes,,,released,already on DSP
+Perfect Party - Mason X Princess Superstar live remix,track,2025,48,8.3,no,remix,no-go,live-only,remix/cover — needs license
+Café Glacé,track,2024,44,6.5,yes,,,released,already on DSP
+Samedi au Paradis,set,2025,43,14.2,no,set,no-go,live-only,live set recording
+Paroles D'Opal (instrumental),track,2024,43,5.9,yes,,,released,already on DSP
+Samedi ? Interdit ! (feat. Macron),track,2020,42,5.5,no,voice,no-go,live-only,celebrity/political voice
+Soleil Pourpre,track,2020,40,3.3,no,,,,
+Live @Algolia CKO 2025,set,2025,39,35.9,no,set,no-go,live-only,live set recording
+WIP - WAP (Cardi B remix),track,2025,37,4.5,no,remix,no-go,live-only,remix/cover — needs license
+El Mundo Interior (toma uno),track,2024,31,4.8,no,,,test,looks like a test/demo
+Atlantis,track,2023,31,4.1,yes,,,released,already on DSP
+Lavabo Noir,track,2021,31,2.7,yes,,,released,already on DSP
+Rappel : Paroles d'Opal,set,2025,30,12.9,yes,,,released,already on DSP
+Pixels Roses,track,2021,30,3.1,no,,,,
+"Live @ Algorave | Ground Zero, 2025",set,2025,29,29.8,no,set,no-go,live-only,live set recording
+Jardin d'Hiver,track,2021,29,2.7,no,,,,
+Tidal Crime Investigation,track,2021,29,6.7,no,,,,
+Au revoir Lord Toyota,track,2020,29,3.7,no,,,,
+Vie Hivernale,track,2020,27,4.0,no,,,,
+"Progressivement, Mardi",track,2020,25,6.3,no,,,,
+Maudite soit la Guerre,track,2025,23,4.2,no,,,,
+Live@algolia: Latin Heritage Party 🎈,set,2025,23,46.7,no,set,no-go,live-only,live set recording
+Fabuleux,track,2024,23,4.5,yes,,,released,already on DSP
+Stack Aérienne,track,2020,22,4.7,no,,,,
+Premier Septembre (version longue),track,2025,21,7.2,no,,,,
+Un dimanche mineur,track,2021,21,2.6,no,,,,
+Live@Montreuil Algorave III,set,2026,20,77.3,no,set,no-go,live-only,live set recording
+Live@cosmicfest 🌊🌅,set,2025,20,89.8,no,set,no-go,live-only,live set recording
+Liquid Finale - feat @NVZT,track,2025,19,5.9,no,,,,
+Ré comme remède,track,2020,17,5.6,no,,,,
+Calorifère,track,2020,17,2.9,no,,,,
+Du Code,track,2020,17,3.8,no,,,,
+Transition à Fez : Ton numéro,track,2025,16,6.0,no,,,,
+Ton Numéro,track,2025,16,4.6,no,,,,
+Deck the (Dance) Hall,track,2024,15,2.1,no,,,,
+Boeuf Confiné,set,2020,15,57.9,no,set,no-go,live-only,live set recording
+Octobre Jaune,track,2023,14,5.3,no,,,,
+Ciel Étoilé,track,2020,14,2.7,no,,,,
+Live@ENSAD: Ambient to Techno,set,2025,13,53.6,no,set,no-go,live-only,live set recording
+La Canopée,track,2023,13,4.5,no,,,,
+Accel,track,2020,13,2.7,no,,,,
+Battements Printaniers,track,2020,11,3.9,no,,,,
+It's About Time,track,2023,10,5.5,no,,,,
+Chez Cricri - Épisode 1 : Intro Citare,track,2025,9,2.8,no,,,,
+Smart Motivated Person,track,2023,9,5.2,no,,,,
+Dure Liberté,track,2020,9,4.1,no,,,,
+Prière Dure,track,2020,8,8.6,no,,,,
+Bleu Cassé,track,2020,7,4.1,no,,,,
+YouMay,track,2020,7,4.4,no,,,,
+Take Five Drops,track,2026,5,3.0,no,,,test,looks like a test/demo
+Piment Brésilien,track,2026,4,3.0,no,,,,
+Pensif,track,2020,4,5.0,no,,,,
+Live@ENSAD: Bonus Encore,set,2025,3,23.2,no,set,no-go,live-only,live set recording

armada/tide-table/triage.html

+<!doctype html><html lang="en"><head><meta charset="utf-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<title>L'Armada · Track Triage</title>
+<style>
+:root{--abyss:#06121c;--deep:#0b2233;--ink:#dff1f5;--mute:#8fb3c0;--line:#1d4358;--foam:#7fe3d4}
+*{box-sizing:border-box}body{margin:0;font:15px/1.5 -apple-system,BlinkMacSystemFont,"Segoe UI",Roboto,sans-serif;color:var(--ink);background:linear-gradient(180deg,var(--abyss),#02161f);height:100vh;overflow:hidden}
+.app{display:grid;grid-template-columns:320px 1fr;height:100vh}
+.side{border-right:1px solid var(--line);overflow:auto;padding:10px}
+.side h1{font-size:14px;letter-spacing:1px;color:var(--foam);margin:6px 8px 4px}
+.prog{font-size:12px;color:var(--mute);margin:0 8px 8px}
+.bar{height:6px;background:#0a2c3c;border-radius:4px;margin:0 8px 10px;overflow:hidden}
+.bar i{display:block;height:100%;background:var(--foam);transition:width .3s}
+.row{display:flex;align-items:center;gap:8px;padding:5px 8px;border-radius:7px;cursor:pointer;font-size:13px}
+.row:hover{background:#0e2a3a}.row.cur{background:#12384c;outline:1px solid var(--foam)}
+.dot{width:9px;height:9px;border-radius:50%;flex:0 0 auto;background:#26485a}
+.row .ti{white-space:nowrap;overflow:hidden;text-overflow:ellipsis;flex:1}
+.row .yr{color:var(--mute);font-size:11px}
+.main{display:flex;flex-direction:column;padding:22px 26px;overflow:auto}
+.crumbs{color:var(--mute);font-size:12px}
+.title{font-size:26px;font-weight:700;margin:4px 0 2px}
+.meta{color:var(--mute);font-size:13px;margin-bottom:12px}
+.auto{display:inline-block;font-size:11px;border:1px solid var(--line);border-radius:6px;padding:1px 7px;color:var(--mute);margin-left:8px}
+iframe{width:100%;height:120px;border:0;border-radius:10px;background:#0a2c3c;margin-bottom:16px}
+.tiers{display:grid;grid-template-columns:repeat(auto-fit,minmax(150px,1fr));gap:8px;max-width:760px}
+.tier{display:flex;align-items:center;gap:10px;border:1px solid var(--line);border-radius:10px;padding:9px 11px;cursor:pointer;background:var(--deep);transition:.12s}
+.tier:hover{border-color:var(--foam)}.tier.sel{outline:2px solid var(--foam);background:#103246}
+.kbd{font-weight:800;width:22px;height:22px;border-radius:5px;display:grid;place-items:center;background:#0a2c3c;color:var(--ink);font-size:12px;flex:0 0 auto}
+.tier .lab{font-size:13px}.tier .ds{font-size:11px;color:var(--mute)}
+.note{margin-top:14px;max-width:760px}
+.note input{width:100%;background:#0a2c3c;border:1px solid var(--line);color:var(--ink);border-radius:8px;padding:9px 11px;font:inherit}
+.hint{color:var(--mute);font-size:12px;margin-top:14px;max-width:760px}
+.hint kbd{background:#0a2c3c;border:1px solid var(--line);border-radius:4px;padding:0 5px}
+.tools{margin-top:auto;padding-top:16px;display:flex;gap:10px}
+button{background:transparent;border:1px solid var(--line);color:var(--foam);border-radius:8px;padding:7px 13px;cursor:pointer;font:inherit}
+button:hover{border-color:var(--foam)}
+</style></head><body>
+<div class="app">
+  <div class="side">
+    <h1>⛵ TRACK TRIAGE</h1>
+    <div class="prog" id="prog"></div><div class="bar"><i id="barfill"></i></div>
+    <div id="list"></div>
+  </div>
+  <div class="main">
+    <div class="crumbs" id="crumbs"></div>
+    <div class="title" id="title"></div>
+    <div class="meta" id="meta"></div>
+    <iframe id="player" allow="autoplay"></iframe>
+    <div class="tiers" id="tiers"></div>
+    <div class="note"><input id="note" placeholder="note (optional) — what's sampled, who's feat., etc."></div>
+    <div class="hint">Keys: <kbd>←</kbd><kbd>→</kbd> navigate · letter = tag &amp; advance · <kbd>Space</kbd> play/pause · <kbd>n</kbd> note · <kbd>Backspace</kbd> clear · auto-tags are dim until you confirm.</div>
+    <div class="tools">
+      <button onclick="expJSON()">⬇ Export JSON</button>
+      <button onclick="expCSV()">⬇ Export CSV</button>
+      <button onclick="if(confirm('Reset all annotations?')){localStorage.removeItem(KEY);location.reload()}">Reset</button>
+    </div>
+  </div>
+</div>
+<script src="https://w.soundcloud.com/player/api.js"></script>
+<script>
+const TRACKS=[{"t": "Paroles D'Opal", "u": "https://soundcloud.com/parvagues/paroles-d-opal", "y": "2024", "p": 279, "m": 5.9, "a": "released"}, {"t": "Automne Électrique", "u": "https://soundcloud.com/parvagues/automne-electrique", "y": "2020", "p": 138, "m": 3.5, "a": "released"}, {"t": "I come from Cyberspace", "u": "https://soundcloud.com/parvagues/i-come-from-cyberspace", "y": "2021", "p": 121, "m": 2.1, "a": ""}, {"t": "Nass Arrive", "u": "https://soundcloud.com/parvagues/nass-arrive", "y": "2021", "p": 106, "m": 3.7, "a": "released"}, {"t": "Bonsoir Minneapolis", "u": "https://soundcloud.com/parvagues/bonsoir-minneapolis", "y": "2021", "p": 69, "m": 5.5, "a": "released"}, {"t": "Perce-neige Printanier", "u": "https://soundcloud.com/parvagues/perceneige", "y": "2021", "p": 69, "m": 2.0, "a": ""}, {"t": "Live@38C3: Chaos Music Club 🪩", "u": "https://soundcloud.com/parvagues/live-38c3-chaos-music-club", "y": "2025", "p": 54, "m": 11.4, "a": ""}, {"t": "Faith in Bass (feat. Sculpture)", "u": "https://soundcloud.com/parvagues/faith-in-bass-feat-sculpture", "y": "2022", "p": 53, "m": 2.2, "a": ""}, {"t": "Courant Alternatif", "u": "https://soundcloud.com/parvagues/courant-alternatif", "y": "2020", "p": 51, "m": 2.9, "a": "released"}, {"t": "Perfect Party - Mason X Princess Superstar live remix", "u": "https://soundcloud.com/parvagues/perfect-party", "y": "2025", "p": 48, "m": 8.3, "a": "remix"}, {"t": "Café Glacé", "u": "https://soundcloud.com/parvagues/cafe-glace", "y": "2024", "p": 44, "m": 6.5, "a": "released"}, {"t": "Paroles D'Opal (instrumental)", "u": "https://soundcloud.com/parvagues/paroles-d-opal-instrumental", "y": "2024", "p": 43, "m": 5.9, "a": "released"}, {"t": "Samedi ? Interdit ! (feat. Macron)", "u": "https://soundcloud.com/parvagues/samedi-interdit", "y": "2020", "p": 42, "m": 5.5, "a": "voice"}, {"t": "Soleil Pourpre", "u": "https://soundcloud.com/parvagues/soleil-pourpre", "y": "2020", "p": 40, "m": 3.3, "a": ""}, {"t": "WIP - WAP (Cardi B remix)", "u": "https://soundcloud.com/parvagues/wip-wap", "y": "2025", "p": 37, "m": 4.5, "a": "remix"}, {"t": "El Mundo Interior (toma uno)", "u": "https://soundcloud.com/parvagues/el-mundo-interior", "y": "2024", "p": 31, "m": 4.8, "a": "test"}, {"t": "Atlantis", "u": "https://soundcloud.com/parvagues/atlantis", "y": "2023", "p": 31, "m": 4.1, "a": "released"}, {"t": "Lavabo Noir", "u": "https://soundcloud.com/parvagues/lavabo-noir", "y": "2021", "p": 31, "m": 2.7, "a": "released"}, {"t": "Rappel : Paroles d'Opal", "u": "https://soundcloud.com/parvagues/rappel-paroles-dopal-2", "y": "2025", "p": 30, "m": 12.9, "a": "released"}, {"t": "Pixels Roses", "u": "https://soundcloud.com/parvagues/pixels-roses", "y": "2021", "p": 30, "m": 3.1, "a": ""}, {"t": "Jardin d'Hiver", "u": "https://soundcloud.com/parvagues/jardin-dhiver", "y": "2021", "p": 29, "m": 2.7, "a": ""}, {"t": "Tidal Crime Investigation", "u": "https://soundcloud.com/parvagues/tidal-crime", "y": "2021", "p": 29, "m": 6.7, "a": ""}, {"t": "Au revoir Lord Toyota", "u": "https://soundcloud.com/parvagues/au-revoir-lord-toyota", "y": "2020", "p": 29, "m": 3.7, "a": ""}, {"t": "Vie Hivernale", "u": "https://soundcloud.com/parvagues/vie-hivernale", "y": "2020", "p": 27, "m": 4.0, "a": ""}, {"t": "Progressivement, Mardi", "u": "https://soundcloud.com/parvagues/progressivement-mardi", "y": "2020", "p": 25, "m": 6.3, "a": ""}, {"t": "Maudite soit la Guerre", "u": "https://soundcloud.com/parvagues/maudite-soit-la-guerre", "y": "2025", "p": 23, "m": 4.2, "a": ""}, {"t": "Fabuleux", "u": "https://soundcloud.com/parvagues/fabuleux", "y": "2024", "p": 23, "m": 4.5, "a": "released"}, {"t": "Stack Aérienne", "u": "https://soundcloud.com/parvagues/stack-aerienne", "y": "2020", "p": 22, "m": 4.7, "a": ""}, {"t": "Premier Septembre (version longue)", "u": "https://soundcloud.com/parvagues/premier-septembre", "y": "2025", "p": 21, "m": 7.2, "a": ""}, {"t": "Un dimanche mineur", "u": "https://soundcloud.com/parvagues/un-dimanche-mineur", "y": "2021", "p": 21, "m": 2.6, "a": ""}, {"t": "Liquid Finale - feat @NVZT", "u": "https://soundcloud.com/parvagues/liquid-finale", "y": "2025", "p": 19, "m": 5.9, "a": ""}, {"t": "Ré comme remède", "u": "https://soundcloud.com/parvagues/re-comme-remede", "y": "2020", "p": 17, "m": 5.6, "a": ""}, {"t": "Calorifère", "u": "https://soundcloud.com/parvagues/calorifere", "y": "2020", "p": 17, "m": 2.9, "a": ""}, {"t": "Du Code", "u": "https://soundcloud.com/parvagues/du-code", "y": "2020", "p": 17, "m": 3.8, "a": ""}, {"t": "Transition à Fez : Ton numéro", "u": "https://soundcloud.com/parvagues/transition-to-jam-de-fez-ton-numero-3", "y": "2025", "p": 16, "m": 6.0, "a": ""}, {"t": "Ton Numéro", "u": "https://soundcloud.com/parvagues/ton-numero", "y": "2025", "p": 16, "m": 4.6, "a": ""}, {"t": "Deck the (Dance) Hall", "u": "https://soundcloud.com/parvagues/deck-the-dance-hall", "y": "2024", "p": 15, "m": 2.1, "a": ""}, {"t": "Octobre Jaune", "u": "https://soundcloud.com/parvagues/octobre-jaune", "y": "2023", "p": 14, "m": 5.3, "a": ""}, {"t": "Ciel Étoilé", "u": "https://soundcloud.com/parvagues/ciel-etoile", "y": "2020", "p": 14, "m": 2.7, "a": ""}, {"t": "La Canopée", "u": "https://soundcloud.com/parvagues/la-canopee", "y": "2023", "p": 13, "m": 4.5, "a": ""}, {"t": "Accel", "u": "https://soundcloud.com/parvagues/accel", "y": "2020", "p": 13, "m": 2.7, "a": ""}, {"t": "Battements Printaniers", "u": "https://soundcloud.com/parvagues/battements-printaniers", "y": "2020", "p": 11, "m": 3.9, "a": ""}, {"t": "It's About Time", "u": "https://soundcloud.com/parvagues/its-about-time", "y": "2023", "p": 10, "m": 5.5, "a": ""}, {"t": "Chez Cricri - Épisode 1 : Intro Citare", "u": "https://soundcloud.com/parvagues/chez-cricri1", "y": "2025", "p": 9, "m": 2.8, "a": ""}, {"t": "Smart Motivated Person", "u": "https://soundcloud.com/parvagues/smart-motivated-person", "y": "2023", "p": 9, "m": 5.2, "a": ""}, {"t": "Dure Liberté", "u": "https://soundcloud.com/parvagues/dure-liberte", "y": "2020", "p": 9, "m": 4.1, "a": ""}, {"t": "Prière Dure", "u": "https://soundcloud.com/parvagues/priere-dure", "y": "2020", "p": 8, "m": 8.6, "a": ""}, {"t": "Bleu Cassé", "u": "https://soundcloud.com/parvagues/bleucasse", "y": "2020", "p": 7, "m": 4.1, "a": ""}, {"t": "YouMay", "u": "https://soundcloud.com/parvagues/youmay-feat-youc", "y": "2020", "p": 7, "m": 4.4, "a": ""}, {"t": "Take Five Drops", "u": "https://soundcloud.com/parvagues/take-five-drops-2", "y": "2026", "p": 5, "m": 3.0, "a": "test"}, {"t": "Piment Brésilien", "u": "https://soundcloud.com/parvagues/piment-bresilien-1", "y": "2026", "p": 4, "m": 3.0, "a": ""}, {"t": "Pensif", "u": "https://soundcloud.com/parvagues/pensif", "y": "2020", "p": 4, "m": 5.0, "a": ""}];
+const TIERS=[
+ {k:'o',id:'original',lab:'Original',c:'#46d39a',ds:'✅ release'},
+ {k:'l',id:'light',lab:'Light sampling',c:'#7fe3d4',ds:'✅ low-risk'},
+ {k:'h',id:'heavy',lab:'Heavy sampling',c:'#ffc24d',ds:'🟡 clear first'},
+ {k:'r',id:'remix',lab:'Remix / Cover',c:'#ff7a6b',ds:'🔴 live-only'},
+ {k:'v',id:'voice',lab:'Voice / Satire',c:'#ff6b6b',ds:'🔴 live-only'},
+ {k:'s',id:'set',lab:'Live-set',c:'#8fb3c0',ds:'🔴 live-only'},
+ {k:'t',id:'test',lab:'Test / Sketch',c:'#6a8290',ds:'— shelf'},
+ {k:'x',id:'released',lab:'Released',c:'#4a6b7a',ds:'skip'},
+];
+const TBK=Object.fromEntries(TIERS.map(t=>[t.k,t.id]));
+const TBI=Object.fromEntries(TIERS.map(t=>[t.id,t]));
+const KEY='armada_triage_v1';
+let state=JSON.parse(localStorage.getItem(KEY)||'null');
+if(!state){state={};TRACKS.forEach(t=>{if(t.a)state[t.u]={tier:t.a,note:'',auto:true};});}
+let i=0,widget=null;
+const $=id=>document.getElementById(id);
+function save(){localStorage.setItem(KEY,JSON.stringify(state));}
+function done(){return TRACKS.filter(t=>state[t.u]&&!state[t.u].auto).length;}
+function loadPlayer(u){
+  const f=$('player');
+  f.src='https://w.soundcloud.com/player/?url='+encodeURIComponent(u)+'&color=%2339c2b0&auto_play=false&show_comments=false&visual=false&buying=false&sharing=false&download=false';
+  try{widget=SC.Widget(f);}catch(e){widget=null;}
+}
+function renderList(){
+  const L=$('list');L.innerHTML='';
+  TRACKS.forEach((t,n)=>{
+    const a=state[t.u];const col=a?TBI[a.tier].c:'#26485a';
+    const d=document.createElement('div');d.className='row'+(n===i?' cur':'');
+    d.innerHTML='<span class="dot" style="background:'+col+(a&&a.auto?';opacity:.45':'')+'"></span><span class="ti">'+t.t+'</span><span class="yr">'+t.y+'</span>';
+    d.onclick=()=>{i=n;render();};L.appendChild(d);
+  });
+}
+function render(){
+  const t=TRACKS[i];const a=state[t.u];
+  $('crumbs').textContent=(i+1)+' / '+TRACKS.length+(t.a?'   · auto-guess: '+TBI[t.a].lab:'');
+  $('title').textContent=t.t;
+  $('meta').innerHTML=t.y+' · '+t.p+' plays · '+t.m+' min'+(a?' <span class="auto">'+(a.auto?'auto: ':'you: ')+TBI[a.tier].lab+'</span>':'');
+  const T=$('tiers');T.innerHTML='';
+  TIERS.forEach(tr=>{
+    const sel=a&&a.tier===tr.id;
+    const e=document.createElement('div');e.className='tier'+(sel?' sel':'');
+    e.style.borderLeft='4px solid '+tr.c;
+    e.innerHTML='<span class="kbd">'+tr.k.toUpperCase()+'</span><span><div class="lab">'+tr.lab+'</div><div class="ds">'+tr.ds+'</div></span>';
+    e.onclick=()=>tag(tr.id);T.appendChild(e);
+  });
+  $('note').value=a?a.note||'':'';
+  const d=done();$('prog').textContent=d+' / '+TRACKS.length+' confirmed ('+(TRACKS.length-d)+' to go)';
+  $('barfill').style.width=(100*d/TRACKS.length)+'%';
+  loadPlayer(t.u);renderList();
+  document.querySelector('.row.cur')?.scrollIntoView({block:'nearest'});
+}
+function tag(id){const t=TRACKS[i];state[t.u]={tier:id,note:($('note').value||''),auto:false};save();nextTodo();}
+function nextTodo(){let j=i;for(let n=1;n<=TRACKS.length;n++){const k=(i+n)%TRACKS.length;const a=state[TRACKS[k].u];if(!a||a.auto){j=k;break;}}i=(j===i)?Math.min(i+1,TRACKS.length-1):j;render();}
+function go(d){i=Math.max(0,Math.min(TRACKS.length-1,i+d));render();}
+document.addEventListener('keydown',e=>{
+  if(e.target.id==='note'){if(e.key==='Enter'||e.key==='Escape'){state[TRACKS[i].u]=state[TRACKS[i].u]||{tier:'',auto:false};state[TRACKS[i].u].note=$('note').value;save();e.target.blur();}return;}
+  if(e.key==='ArrowRight'){go(1);e.preventDefault();}
+  else if(e.key==='ArrowLeft'){go(-1);e.preventDefault();}
+  else if(e.key===' '){if(widget)widget.toggle();e.preventDefault();}
+  else if(e.key==='n'){$('note').focus();e.preventDefault();}
+  else if(e.key==='Backspace'){delete state[TRACKS[i].u];save();render();e.preventDefault();}
+  else if(TBK[e.key.toLowerCase()]){tag(TBK[e.key.toLowerCase()]);e.preventDefault();}
+});
+function dl(name,txt,type){const b=new Blob([txt],{type});const u=URL.createObjectURL(b);const a=document.createElement('a');a.href=u;a.download=name;a.click();URL.revokeObjectURL(u);}
+function expJSON(){const o=TRACKS.map(t=>({title:t.t,url:t.u,year:t.y,plays:t.p,min:t.m,tier:state[t.u]?.tier||'',dsp:state[t.u]?TBI[state[t.u].tier].ds:'',confirmed:state[t.u]?!state[t.u].auto:false,note:state[t.u]?.note||''}));dl('triage-export.json',JSON.stringify(o,null,2),'application/json');}
+function expCSV(){const rows=[['title','url','tier','dsp','confirmed','note']];TRACKS.forEach(t=>{const a=state[t.u];rows.push([t.t,t.u,a?.tier||'',a?TBI[a.tier].ds:'',a?(!a.auto):'',a?.note||''].map(x=>'"'+String(x).replace(/"/g,'""')+'"'));});dl('triage-export.csv',rows.map(r=>r.join(',')).join('\n'),'text/csv');}
+render();
+</script></body></html>
\ No newline at end of file

armada/ui/.gitignore

+node_modules
+dist
+*.log

armada/ui/README.md

+# React + TypeScript + Vite
+
+This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
+
+Currently, two official plugins are available:
+
+- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Oxc](https://oxc.rs)
+- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/)
+
+## React Compiler
+
+The React Compiler is not enabled on this template because of its impact on dev & build performances. To add it, see [this documentation](https://react.dev/learn/react-compiler/installation).
+
+## Expanding the ESLint configuration
+
+If you are developing a production application, we recommend updating the configuration to enable type-aware lint rules:
+
+```js
+export default defineConfig([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{ts,tsx}'],
+    extends: [
+      // Other configs...
+
+      // Remove tseslint.configs.recommended and replace with this
+      tseslint.configs.recommendedTypeChecked,
+      // Alternatively, use this for stricter rules
+      tseslint.configs.strictTypeChecked,
+      // Optionally, add this for stylistic rules
+      tseslint.configs.stylisticTypeChecked,
+
+      // Other configs...
+    ],
+    languageOptions: {
+      parserOptions: {
+        project: ['./tsconfig.node.json', './tsconfig.app.json'],
+        tsconfigRootDir: import.meta.dirname,
+      },
+      // other options...
+    },
+  },
+])
+```
+
+You can also install [eslint-plugin-react-x](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-x) and [eslint-plugin-react-dom](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-dom) for React-specific lint rules:
+
+```js
+// eslint.config.js
+import reactX from 'eslint-plugin-react-x'
+import reactDom from 'eslint-plugin-react-dom'
+
+export default defineConfig([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{ts,tsx}'],
+    extends: [
+      // Other configs...
+      // Enable lint rules for React
+      reactX.configs['recommended-typescript'],
+      // Enable lint rules for React DOM
+      reactDom.configs.recommended,
+    ],
+    languageOptions: {
+      parserOptions: {
+        project: ['./tsconfig.node.json', './tsconfig.app.json'],
+        tsconfigRootDir: import.meta.dirname,
+      },
+      // other options...
+    },
+  },
+])
+```

armada/ui/eslint.config.js

+import js from '@eslint/js'
+import globals from 'globals'
+import reactHooks from 'eslint-plugin-react-hooks'
+import reactRefresh from 'eslint-plugin-react-refresh'
+import tseslint from 'typescript-eslint'
+import { defineConfig, globalIgnores } from 'eslint/config'
+
+export default defineConfig([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{ts,tsx}'],
+    extends: [
+      js.configs.recommended,
+      tseslint.configs.recommended,
+      reactHooks.configs.flat.recommended,
+      reactRefresh.configs.vite,
+    ],
+    languageOptions: {
+      globals: globals.browser,
+    },
+  },
+])

armada/ui/index.html

+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <link rel="icon" type="image/svg+xml" href="/favicon.svg" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>ui</title>
+  </head>
+  <body>
+    <div id="root"></div>
+    <script type="module" src="/src/main.tsx"></script>
+  </body>
+</html>

armada/ui/package.json

+{
+  "name": "ui",
+  "private": true,
+  "version": "0.0.0",
+  "type": "module",
+  "scripts": {
+    "dev": "vite",
+    "build": "tsc -b && vite build",
+    "lint": "eslint .",
+    "preview": "vite preview"
+  },
+  "dependencies": {
+    "@fontsource-variable/geist": "^5.2.9",
+    "@fontsource-variable/geist-mono": "^5.2.8",
+    "@wavesurfer/react": "^1.0.12",
+    "clsx": "^2.1.1",
+    "lucide-react": "^1.17.0",
+    "react": "^19.2.6",
+    "react-dom": "^19.2.6",
+    "wavesurfer.js": "^7.12.7"
+  },
+  "devDependencies": {
+    "@eslint/js": "^10.0.1",
+    "@tailwindcss/vite": "^4.3.0",
+    "@types/node": "^24.12.3",
+    "@types/react": "^19.2.14",
+    "@types/react-dom": "^19.2.3",
+    "@vitejs/plugin-react": "^6.0.1",
+    "eslint": "^10.3.0",
+    "eslint-plugin-react-hooks": "^7.1.1",
+    "eslint-plugin-react-refresh": "^0.5.2",
+    "globals": "^17.6.0",
+    "playwright": "^1.60.0",
+    "tailwindcss": "^4.3.0",
+    "typescript": "~6.0.2",
+    "typescript-eslint": "^8.59.2",
+    "vite": "^8.0.12"
+  }
+}

armada/ui/public/favicon.svg

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armada/ui/public/punkachien.json

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\ No newline at end of file

armada/ui/scripts/screenshot.mjs

+import { chromium } from 'playwright'
+const url = 'http://localhost:5180/'
+const b = await chromium.launch()
+// desktop
+let p = await b.newPage({ viewport: { width: 1280, height: 900 }, deviceScaleFactor: 2 })
+await p.goto(url, { waitUntil: 'networkidle' }).catch(()=>{})
+await p.waitForTimeout(5000)
+// seek both waveforms to ~55% to light the orbit rails
+for (const w of await p.$$('div[tabindex="0"] > div > div:last-child')) {
+  const box = await w.boundingBox(); if (box) await p.mouse.click(box.x + box.width*0.55, box.y + box.height/2)
+}
+await p.waitForTimeout(800)
+await p.screenshot({ path: '/tmp/armada-desktop.png', fullPage: true })
+// mobile
+let m = await b.newPage({ viewport: { width: 390, height: 844 }, deviceScaleFactor: 2 })
+await m.goto(url, { waitUntil: 'networkidle' }).catch(()=>{})
+await m.waitForTimeout(5000)
+await m.screenshot({ path: '/tmp/armada-mobile.png', fullPage: true })
+await b.close()
+console.log('shots done')

armada/ui/src/App.tsx

+import { useEffect, useMemo, useState } from 'react'
+import { Download, Anchor } from 'lucide-react'
+import type { Note, PlayerData, Variant } from '@/types'
+import { TakePanel } from '@/components/TakePanel'
+
+const NOTES_KEY = 'pac_judge_notes'
+
+function useNotes() {
+  const [notes, setNotes] = useState<Note[]>(() => {
+    try {
+      return JSON.parse(localStorage.getItem(NOTES_KEY) || '[]')
+    } catch {
+      return []
+    }
+  })
+  useEffect(() => {
+    localStorage.setItem(NOTES_KEY, JSON.stringify(notes))
+  }, [notes])
+  const add = (takeId: string, t: number, text: string) =>
+    setNotes((ns) =>
+      [...ns, { id: `${takeId}-${Math.round(t * 1000)}-${ns.length}`, takeId, t, text }].sort(
+        (a, b) => a.t - b.t,
+      ),
+    )
+  return { notes, add }
+}
+
+export default function App() {
+  const [data, setData] = useState<PlayerData | null>(null)
+  const [variant, setVariant] = useState<Variant>('stream')
+  const { notes, add } = useNotes()
+
+  useEffect(() => {
+    fetch('/punkachien.json')
+      .then((r) => r.json())
+      .then(setData)
+      .catch(() => setData(null))
+  }, [])
+
+  const exportNotes = () => {
+    const blob = new Blob([JSON.stringify(notes, null, 2)], { type: 'application/json' })
+    const a = document.createElement('a')
+    a.href = URL.createObjectURL(blob)
+    a.download = 'punkachien_judge_notes.json'
+    a.click()
+    URL.revokeObjectURL(a.href)
+  }
+
+  const matchNote = useMemo(
+    () =>
+      variant === 'stream'
+        ? 'A/B is loudness-matched — both takes at the −14 LUFS streaming target.'
+        : 'A/B is loudness-matched — both takes at the club target (≈ −11.4 LUFS; true −9 needs a limiter stage).',
+    [variant],
+  )
+
+  if (!data) {
+    return (
+      <div className="grid min-h-svh place-items-center text-ink-muted">
+        <p className="animate-pulse text-sm">loading the bridge…</p>
+      </div>
+    )
+  }
+
+  return (
+    <div className="mx-auto flex min-h-svh max-w-6xl flex-col gap-6 px-4 py-5">
+      <header className="flex flex-wrap items-end justify-between gap-3 border-b border-hairline pb-4">
+        <div>
+          <p className="flex items-center gap-1.5 text-[11px] uppercase tracking-widest text-ink-faint">
+            <Anchor size={12} /> L&apos;Armada · judge
+          </p>
+          <h1 className="text-2xl font-semibold tracking-tight">
+            {data.track} <span className="text-ink-muted">— A/B</span>
+          </h1>
+          <p className="mt-0.5 text-xs text-ink-faint">{data.calibration}</p>
+        </div>
+
+        <div className="flex items-center gap-3">
+          <div className="flex rounded-md border border-hairline p-0.5 text-xs">
+            {(['stream', 'club'] as Variant[]).map((v) => (
+              <button
+                key={v}
+                onClick={() => setVariant(v)}
+                className={`rounded px-3 py-1 capitalize transition-colors ${
+                  variant === v ? 'bg-ink text-surface' : 'text-ink-muted hover:text-ink'
+                }`}
+              >
+                {v}
+              </button>
+            ))}
+          </div>
+          <button
+            onClick={exportNotes}
+            disabled={!notes.length}
+            className="flex items-center gap-1.5 rounded-md bg-raised px-3 py-1.5 text-xs
+                       font-medium hover:bg-overlay disabled:opacity-30"
+          >
+            <Download size={13} /> Export notes
+          </button>
+        </div>
+      </header>
+
+      <p className="-mt-2 text-xs text-ink-muted">{matchNote}</p>
+
+      <div className="grid flex-1 gap-4 lg:grid-cols-2">
+        {data.takes.map((take) => (
+          <TakePanel
+            key={take.id}
+            take={take}
+            variant={variant}
+            roleGroups={data.roleGroups}
+            activeDb={data.activeDb}
+            calibration={data.calibration}
+            notes={notes.filter((n) => n.takeId === take.id)}
+            onAddNote={(t, text) => add(take.id, t, text)}
+          />
+        ))}
+      </div>
+
+      <footer className="border-t border-hairline pt-3 text-[11px] text-ink-faint">
+        Independent transports — each take is its own performance. Space toggles the focused
+        player. Notes persist locally; export feeds the ear-archive.
+      </footer>
+    </div>
+  )
+}

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armada/ui/src/components/Meter.tsx

+import type { LoudTrace, MasterInfo } from '@/types'
+import { fmtDb, loudFrac } from '@/lib/format'
+
+interface Props {
+  master: MasterInfo
+  loud: LoudTrace
+  currentTime: number
+}
+
+function Stat({ label, value, warn }: { label: string; value: string; warn?: boolean }) {
+  return (
+    <div className="flex flex-col">
+      <span className="text-[10px] uppercase tracking-wide text-ink-faint">{label}</span>
+      <span className={`font-mono text-sm tnum ${warn ? 'text-blocked' : 'text-ink'}`}>{value}</span>
+    </div>
+  )
+}
+
+/** Loudness instrument: live momentary-LUFS bar (with integrated target mark) + I/LRA/TP. */
+export function Meter({ master, loud, currentTime }: Props) {
+  const i = Math.min(loud.trace.length - 1, Math.max(0, Math.floor(currentTime / loud.stepS)))
+  const m = loud.trace[i] ?? -70
+  const frac = loudFrac(m)
+  const targetFrac = master.I != null ? loudFrac(master.I) : null
+  const tpWarn = master.TP != null && master.TP > -1
+
+  return (
+    <div className="flex items-center gap-4">
+      {/* momentary meter */}
+      <div className="min-w-0 flex-1">
+        <div className="mb-1 flex items-baseline justify-between">
+          <span className="text-[10px] uppercase tracking-wide text-ink-faint">Momentary</span>
+          <span className="font-mono text-xs text-ink-muted tnum">{fmtDb(m, ' LUFS')}</span>
+        </div>
+        <div className="relative h-2 overflow-hidden rounded-full bg-overlay">
+          <div
+            className="h-full rounded-full bg-ink transition-[width] duration-75"
+            style={{ width: `${frac * 100}%` }}
+          />
+          {targetFrac != null && (
+            <div
+              className="absolute inset-y-0 w-px bg-magenta"
+              style={{ left: `${targetFrac * 100}%` }}
+              title={`integrated ${fmtDb(master.I)} LUFS`}
+            />
+          )}
+        </div>
+      </div>
+      <div className="flex shrink-0 gap-4">
+        <Stat label="Integrated" value={fmtDb(master.I, ' LUFS')} />
+        <Stat label="LRA" value={fmtDb(master.LRA, ' LU')} />
+        <Stat label="True pk" value={fmtDb(master.TP, ' dB')} warn={tpWarn} />
+      </div>
+    </div>
+  )
+}

armada/ui/src/components/OrbitRail.tsx

+import { useMemo } from 'react'
+import type { RoleGroup, Take } from '@/types'
+import { loudFrac } from '@/lib/format'
+
+interface Props {
+  take: Take
+  roleGroups: RoleGroup[]
+  currentTime: number
+  activeDb: number
+}
+
+/**
+ * The orbit-group rail: five labelled lanes (role families), showing the orbits
+ * active in THIS take, lit by their RMS at the playhead. Per-track, grouped by
+ * measured register. Color reinforces label + glyph + lane (never hue alone).
+ */
+export function OrbitRail({ take, roleGroups, currentTime, activeDb }: Props) {
+  const bin = Math.max(0, Math.floor(currentTime / take.binS))
+  const byGroup = useMemo(() => {
+    const m: Record<string, Take['orbits']> = {}
+    for (const o of take.orbits) (m[o.group] ??= []).push(o)
+    return m
+  }, [take])
+
+  return (
+    <div className="flex flex-col gap-px overflow-hidden rounded-md border border-hairline">
+      {roleGroups.map((g) => {
+        const orbits = byGroup[g.key] ?? []
+        const anyLive = orbits.some((o) => (o.activity[bin] ?? -240) > activeDb)
+        return (
+          <div key={g.key} className="flex items-stretch gap-2 bg-raised px-2 py-1.5">
+            <div
+              className="flex w-20 shrink-0 items-center gap-1.5 text-xs font-medium"
+              style={{ color: anyLive ? g.color : 'var(--color-ink-faint)' }}
+            >
+              <span aria-hidden className="text-sm leading-none">{g.glyph}</span>
+              <span>{g.label}</span>
+            </div>
+            <div className="flex min-w-0 flex-wrap items-center gap-1.5">
+              {orbits.length === 0 && (
+                <span className="text-xs text-ink-faint/60">—</span>
+              )}
+              {orbits.map((o) => {
+                const db = o.activity[bin] ?? -240
+                const live = db > activeDb
+                const frac = loudFrac(db)
+                return (
+                  <span
+                    key={o.orbit}
+                    title={`orbit-${o.orbit} · ${o.label} · ${isFinite(db) ? db.toFixed(0) : '−∞'} dB`}
+                    className="relative flex items-center gap-1 overflow-hidden rounded-full
+                               border px-2 py-0.5 font-mono text-[11px] tnum transition-colors"
+                    style={{
+                      borderColor: live ? g.color : 'var(--color-hairline)',
+                      color: live ? g.color : 'var(--color-ink-faint)',
+                      background: live ? `${g.color}1a` : 'transparent',
+                    }}
+                  >
+                    {/* level fill — reinforces loudness without relying on hue alone */}
+                    {live && (
+                      <span
+                        aria-hidden
+                        className="absolute inset-y-0 left-0"
+                        style={{ width: `${frac * 100}%`, background: `${g.color}14` }}
+                      />
+                    )}
+                    <span className="relative">{o.label}</span>
+                    <span className="relative opacity-60">·{o.orbit}</span>
+                  </span>
+                )
+              })}
+            </div>
+          </div>
+        )
+      })}
+    </div>
+  )
+}

armada/ui/src/components/TakePanel.tsx

+import { useState } from 'react'
+import { MapPin, CheckCircle2 } from 'lucide-react'
+import type { Note, RoleGroup, Take, Variant } from '@/types'
+import { WaveformPlayer } from './WaveformPlayer'
+import { Meter } from './Meter'
+import { OrbitRail } from './OrbitRail'
+import { mmss } from '@/lib/format'
+
+interface Props {
+  take: Take
+  variant: Variant
+  roleGroups: RoleGroup[]
+  activeDb: number
+  calibration: string
+  notes: Note[]
+  onAddNote: (t: number, text: string) => void
+}
+
+export function TakePanel({ take, variant, roleGroups, activeDb, calibration, notes, onAddNote }: Props) {
+  const [t, setT] = useState(0)
+  const [draft, setDraft] = useState('')
+  const master = take.masters[variant]
+
+  const submit = () => {
+    const text = draft.trim()
+    if (!text) return
+    onAddNote(t, text)
+    setDraft('')
+  }
+
+  return (
+    <section className="flex flex-col gap-4 rounded-lg border border-hairline bg-raised/40 p-4">
+      <header className="flex items-start justify-between gap-3">
+        <div className="min-w-0">
+          <h2 className="text-lg font-semibold tracking-tight">{take.label}</h2>
+          <p className="flex items-center gap-1 text-xs text-ink-muted">
+            <MapPin size={12} /> {take.gig} · {take.date}
+          </p>
+        </div>
+        <span
+          title={calibration}
+          className="flex shrink-0 items-center gap-1 rounded-sm border border-hairline
+                     px-1.5 py-0.5 text-[10px] text-ink-faint"
+        >
+          <CheckCircle2 size={11} className="text-ready" /> calibrated
+        </span>
+      </header>
+
+      <WaveformPlayer url={`/audio/${master.file}`} dur={take.dur} onTime={setT} />
+
+      <Meter master={master} loud={take.loud[variant]} currentTime={t} />
+
+      <OrbitRail take={take} roleGroups={roleGroups} currentTime={t} activeDb={activeDb} />
+
+      <div className="flex flex-col gap-2">
+        <div className="flex items-center gap-2">
+          <span className="font-mono text-xs text-ink-faint tnum">@ {mmss(t)}</span>
+          <input
+            value={draft}
+            onChange={(e) => setDraft(e.target.value)}
+            onKeyDown={(e) => e.key === 'Enter' && submit()}
+            placeholder="note this moment…"
+            className="min-w-0 flex-1 rounded-md border border-hairline bg-surface px-2 py-1
+                       text-sm outline-none placeholder:text-ink-faint
+                       focus-visible:ring-2 focus-visible:ring-magenta/60"
+          />
+          <button
+            onClick={submit}
+            className="rounded-md bg-raised px-3 py-1 text-xs font-medium text-ink
+                       hover:bg-overlay disabled:opacity-30"
+            disabled={!draft.trim()}
+          >
+            Mark
+          </button>
+        </div>
+        {notes.length > 0 && (
+          <ul className="flex flex-col gap-1">
+            {notes.map((n) => (
+              <li key={n.id} className="flex gap-2 text-xs">
+                <span className="font-mono text-ink-faint tnum">{mmss(n.t)}</span>
+                <span className="text-ink-muted">{n.text}</span>
+              </li>
+            ))}
+          </ul>
+        )}
+      </div>
+    </section>
+  )
+}

armada/ui/src/components/WaveformPlayer.tsx

+import { useEffect, useRef, useState } from 'react'
+import WaveSurfer from 'wavesurfer.js'
+import { Play, Pause } from 'lucide-react'
+import { mmss } from '@/lib/format'
+
+interface Props {
+  url: string
+  dur: number
+  /** called with current playback time (s) on every frame + on seek */
+  onTime: (t: number) => void
+}
+
+/** A single take's transport: wavesurfer waveform, click-seek, Space=play/pause. */
+export function WaveformPlayer({ url, dur, onTime }: Props) {
+  const elRef = useRef<HTMLDivElement>(null)
+  const wsRef = useRef<WaveSurfer | null>(null)
+  const onTimeRef = useRef(onTime)
+  onTimeRef.current = onTime
+
+  const [playing, setPlaying] = useState(false)
+  const [ready, setReady] = useState(false)
+  const [t, setT] = useState(0)
+
+  useEffect(() => {
+    if (!elRef.current) return
+    const ws = WaveSurfer.create({
+      container: elRef.current,
+      height: 76,
+      waveColor: '#6a6a70', // ink-faint
+      progressColor: '#e8e8ea', // ink
+      cursorColor: '#d900ff', // brand magenta — the now
+      cursorWidth: 2,
+      barWidth: 2,
+      barGap: 1,
+      barRadius: 1,
+      normalize: true,
+      url,
+    })
+    wsRef.current = ws
+    setReady(false)
+    setPlaying(false)
+    const emit = (time: number) => {
+      setT(time)
+      onTimeRef.current(time)
+    }
+    ws.on('ready', () => setReady(true))
+    ws.on('timeupdate', emit)
+    ws.on('interaction', () => emit(ws.getCurrentTime()))
+    ws.on('play', () => setPlaying(true))
+    ws.on('pause', () => setPlaying(false))
+    ws.on('finish', () => setPlaying(false))
+    return () => {
+      ws.destroy()
+    }
+  }, [url])
+
+  const toggle = () => wsRef.current?.playPause()
+
+  return (
+    <div
+      tabIndex={0}
+      onKeyDown={(e) => {
+        if (e.code === 'Space') {
+          e.preventDefault()
+          toggle()
+        }
+      }}
+      className="group rounded-md outline-none focus-visible:ring-2 focus-visible:ring-magenta/60"
+    >
+      <div className="flex items-center gap-3">
+        <button
+          onClick={toggle}
+          disabled={!ready}
+          aria-label={playing ? 'Pause' : 'Play'}
+          className="flex h-10 w-10 shrink-0 items-center justify-center rounded-md
+                     bg-ink text-surface transition-opacity hover:opacity-90
+                     disabled:opacity-30"
+        >
+          {playing ? <Pause size={18} fill="currentColor" /> : <Play size={18} fill="currentColor" />}
+        </button>
+        <div ref={elRef} className="min-w-0 flex-1" />
+      </div>
+      <div className="mt-1 flex justify-between font-mono text-xs text-ink-muted tnum">
+        <span>{ready ? mmss(t) : 'loading…'}</span>
+        <span>{mmss(dur)}</span>
+      </div>
+    </div>
+  )
+}

armada/ui/src/fonts.d.ts

+declare module '@fontsource-variable/geist'
+declare module '@fontsource-variable/geist-mono'

armada/ui/src/index.css

+@import "tailwindcss";
+
+/* ── L'Armada design tokens — "The Ship's Bridge" (see armada/DESIGN.md) ── */
+@theme {
+  --color-surface: #0a0a0a;
+  --color-raised: #111111;
+  --color-overlay: #171717;
+  --color-hairline: #ffffff1f;
+  --color-ink: #e8e8ea;
+  --color-ink-muted: #9a9aa0;
+  --color-ink-faint: #6a6a70;
+
+  /* brand — reserved (One Voice Rule, ≤10%): the now + brand + one primary action */
+  --color-magenta: #d900ff;
+
+  /* role families (orbits, measured register) — always paired with label + glyph */
+  --color-percs: #ff8c00;
+  --color-bass: #7c5cff;
+  --color-melodic: #36c5f0;
+  --color-tops: #2dd4bf;
+  --color-atmos: #8a93a6;
+  --color-vox: #ff3d7b;
+
+  /* functional */
+  --color-blocked: #ff5252;
+  --color-ready: #5bc091;
+
+  --font-sans: "Geist Variable", Inter, system-ui, sans-serif;
+  --font-mono: "Geist Mono Variable", ui-monospace, SFMono-Regular, monospace;
+
+  --radius-sm: 4px;
+  --radius-md: 6px;
+  --radius-lg: 10px;
+}
+
+@layer base {
+  html { color-scheme: dark; }
+  body {
+    margin: 0;
+    background: var(--color-surface);
+    color: var(--color-ink);
+    font-family: var(--font-sans);
+    -webkit-font-smoothing: antialiased;
+    text-rendering: optimizeLegibility;
+  }
+  /* instrument readouts: tabular so digits don't jitter as they update */
+  .tnum { font-variant-numeric: tabular-nums; }
+}
+
+@media (prefers-reduced-motion: reduce) {
+  * { transition-duration: 0.01ms !important; animation-duration: 0.01ms !important; }
+}

armada/ui/src/lib/format.ts

+/** seconds → m:ss.d */
+export function mmss(t: number, decimals = 1): string {
+  if (!isFinite(t)) return '0:00'
+  const m = Math.floor(t / 60)
+  const s = t - m * 60
+  return `${m}:${s.toFixed(decimals).padStart(decimals ? 4 + decimals : 2, '0')}`
+}
+
+/** dB value → 0..1 across a loudness window (default -40..-3 LUFS) */
+export function loudFrac(db: number, lo = -40, hi = -3): number {
+  if (!isFinite(db)) return 0
+  return Math.max(0, Math.min(1, (db - lo) / (hi - lo)))
+}
+
+export function fmtDb(v: number | null, unit = ''): string {
+  return v == null ? '—' : `${v > 0 ? '+' : ''}${v.toFixed(1)}${unit}`
+}

armada/ui/src/main.tsx

+import { StrictMode } from 'react'
+import { createRoot } from 'react-dom/client'
+import '@fontsource-variable/geist'
+import '@fontsource-variable/geist-mono'
+import './index.css'
+import App from './App.tsx'
+
+createRoot(document.getElementById('root')!).render(
+  <StrictMode>
+    <App />
+  </StrictMode>,
+)

armada/ui/src/types.ts

+// Shape of public/punkachien.json (produced by build_player_data.py).
+
+export interface RoleGroup {
+  key: string
+  label: string
+  color: string
+  glyph: string
+}
+
+export interface Orbit {
+  orbit: string
+  label: string
+  group: string
+  /** RMS dB per `binS` bin, aligned to track t0 */
+  activity: number[]
+}
+
+export interface MasterInfo {
+  file: string
+  I: number | null // integrated LUFS
+  LRA: number | null
+  TP: number | null // true peak dBFS
+}
+
+export interface LoudTrace {
+  /** momentary LUFS per `stepS` */
+  trace: number[]
+  stepS: number
+}
+
+export type Variant = 'stream' | 'club'
+
+export interface Take {
+  id: string
+  label: string
+  gig: string
+  date: string
+  dur: number
+  binS: number
+  masters: Record<Variant, MasterInfo>
+  loud: Record<Variant, LoudTrace>
+  orbits: Orbit[]
+}
+
+export interface PlayerData {
+  track: string
+  calibration: string
+  activeDb: number
+  roleGroups: RoleGroup[]
+  takes: Take[]
+}
+
+export interface Note {
+  id: string
+  takeId: string
+  t: number // seconds
+  text: string
+}

armada/ui/tsconfig.app.json

+{
+  "compilerOptions": {
+    "paths": { "@/*": ["./src/*"] },
+    "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.app.tsbuildinfo",
+    "target": "es2023",
+    "lib": ["ES2023", "DOM"],
+    "module": "esnext",
+    "types": ["vite/client"],
+    "skipLibCheck": true,
+
+    /* Bundler mode */
+    "moduleResolution": "bundler",
+    "allowImportingTsExtensions": true,
+    "verbatimModuleSyntax": true,
+    "moduleDetection": "force",
+    "noEmit": true,
+    "jsx": "react-jsx",
+
+    /* Linting */
+    "noUnusedLocals": true,
+    "noUnusedParameters": true,
+    "erasableSyntaxOnly": true,
+    "noFallthroughCasesInSwitch": true
+  },
+  "include": ["src"]
+}

armada/ui/tsconfig.json

+{
+  "files": [],
+  "references": [
+    { "path": "./tsconfig.app.json" },
+    { "path": "./tsconfig.node.json" }
+  ]
+}

armada/ui/tsconfig.node.json

+{
+  "compilerOptions": {
+    "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.node.tsbuildinfo",
+    "target": "es2023",
+    "lib": ["ES2023"],
+    "module": "esnext",
+    "types": ["node"],
+    "skipLibCheck": true,
+
+    /* Bundler mode */
+    "moduleResolution": "bundler",
+    "allowImportingTsExtensions": true,
+    "verbatimModuleSyntax": true,
+    "moduleDetection": "force",
+    "noEmit": true,
+
+    /* Linting */
+    "noUnusedLocals": true,
+    "noUnusedParameters": true,
+    "erasableSyntaxOnly": true,
+    "noFallthroughCasesInSwitch": true
+  },
+  "include": ["vite.config.ts"]
+}

armada/ui/vite.config.ts

+import { defineConfig, type Plugin } from 'vite'
+import react from '@vitejs/plugin-react'
+import tailwindcss from '@tailwindcss/vite'
+import path from 'node:path'
+import fs from 'node:fs'
+
+const AUDIO_DIR = path.resolve(__dirname, '../tide-table/punkachien')
+
+/**
+ * Dev-only: serve /audio/* from the punkachien dir with HTTP Range support,
+ * so wavesurfer can stream + seek the big FLACs without copying them into the
+ * bundle. In production, `serve.py --dir dist` with a `dist/audio` symlink does
+ * the same job (created post-build), keeping /audio a stable base everywhere.
+ */
+function audioDevServer(): Plugin {
+  return {
+    name: 'armada-audio-dev',
+    apply: 'serve',
+    configureServer(server) {
+      server.middlewares.use('/audio', (req, res, next) => {
+        const rel = decodeURIComponent((req.url || '').split('?')[0])
+        const file = path.join(AUDIO_DIR, rel)
+        if (!file.startsWith(AUDIO_DIR) || !fs.existsSync(file) || !fs.statSync(file).isFile())
+          return next()
+        const size = fs.statSync(file).size
+        const range = req.headers.range
+        res.setHeader('Accept-Ranges', 'bytes')
+        res.setHeader('Content-Type', 'audio/flac')
+        if (range) {
+          const m = /bytes=(\d*)-(\d*)/.exec(range)
+          const start = m && m[1] ? parseInt(m[1], 10) : 0
+          const end = m && m[2] ? parseInt(m[2], 10) : size - 1
+          res.statusCode = 206
+          res.setHeader('Content-Range', `bytes ${start}-${end}/${size}`)
+          res.setHeader('Content-Length', String(end - start + 1))
+          fs.createReadStream(file, { start, end }).pipe(res)
+        } else {
+          res.setHeader('Content-Length', String(size))
+          fs.createReadStream(file).pipe(res)
+        }
+      })
+    },
+  }
+}
+
+// https://vite.dev/config/
+export default defineConfig({
+  plugins: [react(), tailwindcss(), audioDevServer()],
+  resolve: { alias: { '@': path.resolve(__dirname, './src') } },
+  server: { host: true }, // expose on LAN for phone audition (same wifi)
+})

tools/sample_tfidf.py

+#!/usr/bin/env python3
+"""Sample TF-IDF across the .tidal corpus — derive which samples *identify* a track.
+
+The idea (PLN): treat each `.tidal` score as a document and each Dirt-Samples
+folder name as a term. Then:
+  - **DF / IDF** tells us how discriminative a sample is. `jungle_breaks` is
+    everywhere (low IDF, useless for ID); `cpluck` is rare (high IDF, a *tell*).
+  - **TF-IDF per track** ranks each track's signature samples.
+
+This is the principled replacement for hand-picking fingerprint features, and the
+weighting layer for locate-matrix L3 (orbit/sample match weighted by IDF, so common
+percs don't dominate). Pure text — reads the local git corpus only, never freebox.
+
+Vocabulary = folder names under the *local* Dirt-Samples (custom packs are symlinked
+in, e.g. jungle_breaks → MethLab/…). Membership in that set separates samples from
+synths (moog, supersaw), control params (gain, room, n), and mininotation noise.
+
+Usage:
+    sample_tfidf.py                      # report + write JSON
+    sample_tfidf.py --track punkachien   # focus one track's signature
+    sample_tfidf.py --sample cpluck      # where is this sample used + how rare
+"""
+import argparse, math, re, sys
+from collections import Counter
+from pathlib import Path
+
+sys.path.insert(0, str(Path(__file__).resolve().parent.parent / "armada" / "tide-table"))
+from models import TfidfReport  # noqa: E402
+
+CORPUS = Path("/home/pln/Work/Sound/Tidal")
+DIRT = Path("/home/pln/.local/share/SuperCollider/downloaded-quarks/Dirt-Samples")
+OUT = CORPUS / "armada" / "tide-table" / "sample_tfidf.json"
+
+# split a quoted mininotation string into candidate tokens. KEEP '_' and digits
+# (vec1_acid, jungle_breaks, breaks165); split on whitespace + mininotation ops;
+# ':' splits off the sample index (cpluck:1 -> cpluck).
+SPLIT = re.compile(r"[\s\[\](){}<>*/.~?!@|,;:%+\-]+")
+# Sound-CONTEXT only: a string is a sample pattern iff it's the arg of `s`/`sound`
+# or the `# "..."` sound-shorthand. This excludes mask/struct booleans ("t f"),
+# note patterns (n/note "..."), MIDI ctrl ("^49"), range args, etc. — which would
+# otherwise collide with Dirt folder names ("f", "d", "e") and pollute the signal.
+SOUND_CTX = re.compile(r'(?:\bsound\b|\bs\b|#)\s*"([^"]*)"')
+
+
+def vocab():
+    """Authoritative sample names = entries under local Dirt-Samples."""
+    return {p.name for p in DIRT.iterdir() if not p.name.startswith(".")}
+
+
+def samples_in(text, vocab):
+    """Multiset of sample tokens present in one .tidal, sound-context only."""
+    counts = Counter()
+    for q in SOUND_CTX.findall(text):
+        for tok in SPLIT.split(q):
+            if len(tok) > 1 and tok in vocab:   # drop 1-char note/bool collisions
+                counts[tok] += 1
+    return counts
+
+
+def build():
+    voc = vocab()
+    files = sorted(CORPUS.rglob("*.tidal"))
+    docs = {}           # rel_path -> Counter(sample -> tf)
+    df = Counter()      # sample -> # docs containing it
+    for f in files:
+        try:
+            text = f.read_text(errors="ignore")
+        except Exception:
+            continue
+        c = samples_in(text, voc)
+        if not c:
+            continue
+        rel = str(f.relative_to(CORPUS))
+        docs[rel] = c
+        for s in c:
+            df[s] += 1
+    n = len(docs)
+    # smoothed idf
+    idf = {s: round(math.log((n + 1) / (d + 1)) + 1, 3) for s, d in df.items()}
+    tracks = {}
+    for rel, c in docs.items():
+        tfidf = {s: round(tf * idf[s], 3) for s, tf in c.items()}
+        top = sorted(tfidf.items(), key=lambda kv: -kv[1])[:6]
+        tracks[rel] = {"n_samples": len(c), "tf": dict(c),
+                       "top_tfidf": [{"sample": s, "score": v, "df": df[s]}
+                                     for s, v in top]}
+    return {
+        "corpus": str(CORPUS), "n_docs": n, "vocab_size": len(voc),
+        "df": dict(df.most_common()),
+        "idf": dict(sorted(idf.items(), key=lambda kv: -kv[1])),
+        "tracks": tracks,
+    }
+
+
+def report(data, args):
+    n = data["n_docs"]
+    df = data["df"]
+    idf = data["idf"]
+    if args.sample:
+        s = args.sample
+        if s not in df:
+            print(f"'{s}' not used in any .tidal (or not a Dirt-Samples name).")
+            return
+        users = [(rel, t["tf"][s]) for rel, t in data["tracks"].items() if s in t["tf"]]
+        users.sort(key=lambda x: -x[1])
+        print(f"\n■ '{s}'  df={df[s]}/{n} docs  idf={idf[s]}  "
+              f"({'RARE tell' if df[s] <= 3 else 'common' if df[s] >= 20 else 'mid'})")
+        print(f"  used in {len(users)} tracks:")
+        for rel, tf in users[:25]:
+            print(f"    {tf:>3}×  {rel}")
+        return
+    if args.track:
+        hits = {rel: t for rel, t in data["tracks"].items() if args.track in rel}
+        for rel, t in hits.items():
+            print(f"\n■ {rel}  ({t['n_samples']} distinct samples)")
+            print("  signature (TF-IDF):")
+            for h in t["top_tfidf"]:
+                d = df[h["sample"]]
+                print(f"    {h['score']:>7}  {h['sample']:<20} (df={d}, "
+                      f"{'rare' if d <= 3 else 'common' if d >= 20 else 'mid'})")
+        if not hits:
+            print(f"no track matching '{args.track}'")
+        return
+    print(f"\nCorpus: {n} .tidal docs · vocab {data['vocab_size']} sample names\n")
+    rare = [s for s, d in df.items() if d == 1]
+    print(f"■ RARE TELLS (df=1, used in exactly one track) — {len(rare)} samples")
+    for s in list(df)[::-1][:25]:
+        if df[s] <= 2:
+            print(f"    df={df[s]}  idf={idf[s]:<6}  {s}")
+    print(f"\n■ COMMON / ubiquitous (high df, weak for ID):")
+    for s, d in list(df.items())[:18]:
+        print(f"    df={d:>4}  idf={idf[s]:<6}  {s}")
+
+
+def main():
+    ap = argparse.ArgumentParser()
+    ap.add_argument("--track", help="focus one track's signature samples")
+    ap.add_argument("--sample", help="where is this sample used + how rare")
+    ap.add_argument("--no-write", action="store_true")
+    args = ap.parse_args()
+    data = build()
+    report(data, args)
+    if not args.no_write:
+        rep = TfidfReport.model_validate(data)   # validate schema on write
+        OUT.write_text(rep.model_dump_json(indent=1))
+        print(f"\n✓ {OUT}  ({OUT.stat().st_size/1024:.0f} KB)  [validated TfidfReport]")
+
+
+if __name__ == "__main__":
+    main()