docs: jam knowledgebase plan, backlog, curricula + /kb-expand loop skill

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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# Knowledgebase Plan — Styles × Instruments × Progressions × Voicings
The plan for building JamBuddy's **jam knowledgebase**: an intermediate guide to the standard progressions of each style (Jazz, Blues, Rock, Bossa Nova, …) and the different ways to *play* them per instrument (guitar first, then piano, then bass) — expandable one session at a time via a repeatable loop, and rendered live in a large **Jam Guide** panel at the bottom of the app.
Three principles drive everything:
1. **Key-agnostic data.** Everything is stored as scale degrees and movable shapes, never absolute chords. The app detects the key; one KB entry renders in all 12 keys. This is the same convention `PROGRESSIONS.degrees` and the movable shapes in `voicings.js` already use.
2. **Machine-verifiable quality.** A validator proves every voicing actually contains the chord's tones before content lands. That's what makes agent-generated content trustworthy over many loop iterations.
3. **One bounded cell per session.** Each expansion session completes exactly one style × instrument cell (researched, authored, validated, committed). Small enough to review, big enough to matter.
---
## 1. Architecture
```
src/data/kb/
index.js — registry aggregating all styles (UI reads only this)
SCHEMA.md — the authoring contract (formats below, with one full example)
jazz/
meta.js — { id, label, feel, tempoRange, character }
progressions.js — the style's standard progressions (instrument-independent)
guitar.js — guitar pack: plays + comping + improv
piano.js — piano pack
bass.js — bass pack
blues/ … — same shape per style
scripts/
validate-kb.mjs — quality gate, run with `node scripts/validate-kb.mjs`
docs/
kb-backlog.md — the cell matrix with statuses (the loop's queue)
```
`index.js` imports whatever style folders exist — the Jam Guide's style tabs grow automatically as the loop fills cells. A style is usable for one instrument before the others exist (guitar-first rollout).
### Progression entry (per style)
```js
// kb/jazz/progressions.js
export default [
{
id: 'jazz-251-major',
name: 'iiVI',
rn: ['ii7', 'V7', 'Imaj7'],
degrees: [2, 7, 0], // semitone offsets from key root
qualities: ['min7', 'dom7', 'maj7'], // keys of CHORD_TYPES in theory.js
bars: [1, 1, 2],
mode: 'major',
songs: ['Autumn Leaves', 'All The Things You Are'],
tip: 'The 7th of each chord resolves down a half-step to the 3rd of the next.',
},
// … 4-8 progressions per style (see docs/progression-repertoire.md §1 for the lists)
]
```
### Instrument pack — guitar
```js
// kb/jazz/guitar.js
export default {
styleIntro: '2-3 sentences on the guitarist's role in this style.',
comping: [{ label: 'Four-to-the-bar (Freddie Green)', rhythm: ' ', description: '' }],
plays: {
'jazz-251-major': [ // ≥2 "ways to play" per progression
{
label: 'Shell voicings',
level: 'intermediate',
chords: [ // one entry per progression step
{ shape: { rootStr: 5, offsets: ['x', 0, 'x', 0, 1, 'x'], fingers: [0,1,0,2,3,0] },
note: 'root73' },
// …
],
tips: 'Stay light; the 3rds and 7ths do all the work.',
},
{ label: 'Drop-2 on top four strings', /* … */ },
],
},
improv: {
scales: [{ over: 'ii7', scale: 'dorian', why: '' }],
targetNotes: 'Land the 3rd of each chord on beat 1.',
licks: [{ tab: 'e|---', description: '', over: 'jazz-251-major' }],
},
}
```
**Shape format** follows the existing `voicings.js` convention so the renderer is shared: movable shapes use `rootStr` + `offsets` relative to the root fret (renders in any key); open shapes use absolute `frets` + `onlyRoot` (pitch class) and only render when the key matches. Strings are arrays of 6, low-E first, `'x'` = muted.
### Instrument pack — piano
Voicings are **interval recipes** resolved per chord quality (no fingering data needed):
```js
plays: {
'jazz-251-major': [
{
label: 'Rootless A/B alternation',
level: 'intermediate',
chords: [
{ recipe: { LH: ['3', '5', '7', '9'] }, note: 'Type A' }, // ii7
{ recipe: { LH: ['7', '9', '3', '13'] }, note: 'Type B' }, // V7
{ recipe: { LH: ['3', '5', '7', '9'] }, note: 'Type A' }, // Imaj7
],
register: 'top note between C4 and C5',
tips: 'Alternate types so inner voices barely move.',
},
],
}
```
Degrees are chord-degree strings (`'1' '3' 'b7' '9' '13'`); the resolver maps them through the chord quality's intervals (which `theory.js` chord templates already encode).
### Instrument pack — bass
Line patterns per progression step, in degrees plus approach annotations:
```js
plays: {
'blues-12bar': [
{
label: 'Walking, chromatic approach',
level: 'intermediate',
bars: [{ beats: ['R', '3', '5', 'chrom→next'] } /* … per bar */],
tips: 'Beat 1 is always the new root; beat 4 walks into it.',
},
],
}
```
---
## 2. Quality gates
### Mechanical — `scripts/validate-kb.mjs` (must pass before any commit)
- ids unique; every `plays` key references an existing progression id; `chords`/`bars` length matches the progression length
- `degrees` ∈ 011; `qualities` are keys of `CHORD_TYPES`; `mode` is a known mode
- guitar shapes: 6 entries per array, frets 015, **fret span ≤ 4** (intermediate hands), and — the strong check — the shape's computed pitch classes (standard tuning EADGBE) must contain the chord's root and defining tones (3rd/7th or quality equivalent) and contain **no out-of-chord tones**
- piano recipes: every degree resolvable for that chord quality
- coverage per cell: ≥ 4 progressions, ≥ 2 plays per progression, improv section present (guitar/piano), styleIntro present
### Musician checklist (human/agent self-review, in SCHEMA.md)
- Are the plays *idiomatically different* (register, density, difficulty), not just transpositions of each other?
- Is each play genuinely intermediate — no 5-fret stretches, no 2-octave rootless clusters?
- Does the style actually sound like the style (bossa ≠ jazz with different labels: distinct rhythm descriptions)?
- Do tips teach a *transferable* idea (voice leading, register, space), not just "play this"?
---
## 3. The expansion loop
### The queue
`docs/kb-backlog.md` holds the matrix of cells with statuses (`todo` / `in-progress` / `done` + date + coverage). Order: **all guitar cells first** (most voicing complexity — it sets the quality bar), then piano, then bass. Style priority within each instrument: jazz → blues → rock → bossa → funk → reggae → country/folk → R&B/neo-soul → gospel → pop.
### The session protocol (encoded as the `/kb-expand` project skill)
Each session:
1. **Orient** — read this plan, `SCHEMA.md`, the backlog, and the gold-standard cell (`kb/jazz/guitar.js`, the first one built).
2. **Claim** — take the first `todo` cell, mark it `in-progress`.
3. **Research** — dispatch web-research agent(s) for that style × instrument: the style's standard progressions (cross-check against `docs/progression-repertoire.md`), the 2-3 idiomatic intermediate ways to play each, comping rhythms, improv approach. Named sources required.
4. **Author** — write `progressions.js` (if the style is new) and the instrument pack, conforming to SCHEMA.md.
5. **Validate** — run `node scripts/validate-kb.mjs`; fix until green; run the musician checklist.
6. **Integrate** — register the style in `kb/index.js`; `npm run build` must pass.
7. **Record** — mark the cell `done` with date + coverage stats in the backlog; commit (`kb: add <style> <instrument> pack`).
8. **Report** — summarize what was added and name the next cell.
**Session 0 (bootstrap):** if `src/data/kb/`, `SCHEMA.md`, or the validator don't exist yet, the first session builds them *plus* the jazz/guitar gold-standard cell. Every later session imitates that exemplar.
### How to run it
- One session: type **`/kb-expand`** — does exactly one cell.
- Several in a row: `/loop /kb-expand` and let it self-pace, or run `/kb-expand` whenever there's time.
- Review cadence: cells are individual commits on a branch — review/merge per instrument tranche if preferred.
30 cells ≈ 30 short sessions; guitar's 10 cells deliver user-visible value immediately because the Jam Guide reads whatever exists.
---
## 4. The Jam Guide panel (UI)
A large panel at the **bottom of the main scroll** — while jamming you scroll down and the current progression's playbook is laid out to fit the screen.
```
┌─ JAM GUIDE ─────────────────────────────── [Guitar|Piano|Bass] [Jazz][Blues][Rock][Bossa]… ─┐
│ Matched: iiVI in G major your loop: Am7 → D7 → Gmaj7 │
│ │
│ Am7 (ii7) D7 (V7) Gmaj7 (Imaj7) │
│ ▼ playing now │
│ Shells [diagram] [diagram] [diagram] root37, four-to-the-bar │
│ Drop-2 [diagram] [diagram] [diagram] top-4 strings, stays high │
│ Triads 1-3 [diagram] [diagram] [diagram] fills between vocal lines │
│ ───────────────────────────────────────────────────────────────────────────── │
│ IMPROV D dorian → G mixo → G major · target the 3rds: C → F# → B · lick ▸ tab… │
└──────────────────────────────────────────────────────────────────────────────────────────────┘
```
- **Component:** `JamGuide.jsx`, mounted last in `App.jsx`; collapsed header always visible, expands to ~70vh.
- **Inputs:** `keyInfo`, `detectedProgression`, `currentChord` — plus instrument + style selection (persisted in settings; style tabs are generated from `kb/index.js`, so the panel grows as the loop runs).
- **Matching:** convert the detected loop to degrees relative to the key root, match against the selected style's progressions **rotation-invariantly** (same canonicalization idea as `detectRepeatingProgression`). No match → fallback: per-chord voicing alternatives from `voicings.js`, so the panel is never empty.
- **Live sync:** the active chord column highlights using the loop-position logic in `ProgressionBanner.jsx` (`findLoopPosition` — extract it to a shared util). The player reads the *next* voicing in time, in rhythm with the band.
- **Diagrams:** new small renderers — `ChordDiagram.jsx` (6-string × 5-fret SVG grid, consumes the shape format), `MiniPiano.jsx` (~2-octave SVG, highlights resolved recipe notes), bass patterns as degree badges (R · 3 · 5 · ♭7) over a mini string diagram. Reuse design tokens (`bg-panel`, `border-border`, accent purple for chord tones).
- **Smart fit:** CSS grid — columns = progression chords (46), rows = plays; rows beyond what fits collapse behind "more ways ▾"; diagrams scale to column width; on narrow windows the grid flips to one play per row, chords scrolling horizontally.
- **Key-aware rendering:** movable shapes get their fret position computed from the detected key; open shapes appear only when the chord's root matches; piano recipes resolve through the chord quality. All 12 keys for free, per principle 1.
---
## 5. Phases
| Phase | What | Outcome |
|---|---|---|
| 0 | Foundation: `kb/` dirs, `SCHEMA.md`, validator, backlog, `/kb-expand` skill, jazz/guitar gold standard | The loop exists and has an exemplar |
| 1 | Jam Guide MVP: panel + matching + guitar `ChordDiagram` + live sync | jazz/guitar visible in the app while jamming |
| 2 | Loop guitar cells: blues, rock, bossa, funk, reggae, country, R&B, gospel, pop | Full guitar guide across styles |
| 3 | Piano: `MiniPiano` renderer + recipe resolver, loop piano cells | Second instrument live |
| 4 | Bass: pattern renderer, loop bass cells | Third instrument live |
| 5 | Polish: improv layer with tabs/licks, Progression Builder integration (GOAL G3), ToneGym-style tap-to-hear | Guide ↔ Builder round-trip |
### Success criteria
- During a jam, scrolling to the Jam Guide shows ≥ 3 ways to play the detected progression on the selected instrument, in the detected key, with the active chord highlighted in time.
- `/kb-expand` completes a cell in one session with the validator green, no hand-holding.
- A new style added by the loop appears in the UI with **zero code changes** (data + registry only).
- An intermediate player can switch Jazz → Bossa over the same iiVI and see *genuinely different* voicings and rhythm guidance.