commit 5e7954ee2467ee82f48df1b063c5e8657bf1fddb Author: vadimwit Date: Thu Mar 5 16:51:28 2026 +0000 initial version diff --git a/.env.example b/.env.example new file mode 100644 index 0000000..e70871c --- /dev/null +++ b/.env.example @@ -0,0 +1,10 @@ +# AI mode: "offline" uses local Ollama, "online" uses Claude API +AI_MODE=offline + +# Online mode - Anthropic Claude +ANTHROPIC_API_KEY=your_key_here +CLAUDE_MODEL=claude-sonnet-4-6 + +# Offline mode - Ollama (run: ollama pull llama3.2:3b) +OLLAMA_HOST=http://localhost:11434 +OLLAMA_MODEL=llama3.2:3b diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..c6d64ac --- /dev/null +++ b/.gitignore @@ -0,0 +1,17 @@ +# Python +__pycache__/ +*.py[oc] +build/ +dist/ +wheels/ +*.egg-info +.venv/ +.python-version + +# Env +.env +debug.log + +# Frontend +frontend/node_modules/ +frontend/dist/ diff --git a/README.md b/README.md new file mode 100644 index 0000000..e69de29 diff --git a/api/__init__.py b/api/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/api/config.py b/api/config.py new file mode 100644 index 0000000..3fa2ad6 --- /dev/null +++ b/api/config.py @@ -0,0 +1,21 @@ +from typing import Literal +from pydantic_settings import BaseSettings, SettingsConfigDict + + +class Settings(BaseSettings): + model_config = SettingsConfigDict(env_file=".env", env_file_encoding="utf-8") + + ai_mode: Literal["online", "offline"] = "offline" + + # Online (Claude) settings + anthropic_api_key: str = "" + claude_model: str = "claude-sonnet-4-6" + + # Offline (Ollama) settings + ollama_host: str = "http://localhost:11434" + ollama_model: str = "llama3.2:3b" + + cors_origins: list[str] = ["http://localhost:5173", "http://localhost:3000"] + + +settings = Settings() diff --git a/api/routers/__init__.py b/api/routers/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/api/routers/chat.py b/api/routers/chat.py new file mode 100644 index 0000000..8fe7e67 --- /dev/null +++ b/api/routers/chat.py @@ -0,0 +1,32 @@ +from fastapi import APIRouter, HTTPException +from pydantic import BaseModel + +from api.services.ai import chat + +router = APIRouter() + + +class Message(BaseModel): + role: str + content: str + + +class ChatRequest(BaseModel): + messages: list[Message] + context: dict | None = None + + +class ChatResponse(BaseModel): + reply: str + + +@router.post("/chat", response_model=ChatResponse) +async def chat_endpoint(request: ChatRequest): + try: + reply = await chat( + messages=[m.model_dump() for m in request.messages], + context=request.context, + ) + return ChatResponse(reply=reply) + except Exception as e: + raise HTTPException(status_code=500, detail=str(e)) diff --git a/api/services/__init__.py b/api/services/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/api/services/ai.py b/api/services/ai.py new file mode 100644 index 0000000..6f21dfa --- /dev/null +++ b/api/services/ai.py @@ -0,0 +1,50 @@ +from api.config import settings + + +SYSTEM_PROMPT = """You are a friendly, beginner-aware music theory assistant for WhatTheFlat — a live jam helper app. +You help musicians understand what's happening harmonically during a jam session. +Keep answers short, warm, and jargon-free. If you use a music term, briefly explain it. +Never say someone played a "wrong" note — always frame it as "try these instead". +When given context about the current key and chord, use it in your response.""" + + +async def chat(messages: list[dict], context: dict | None = None) -> str: + system = SYSTEM_PROMPT + if context: + parts = [] + if context.get("key"): + parts.append(f"Current key: {context['key']}") + if context.get("chord"): + parts.append(f"Current chord: {context['chord']}") + if parts: + system += "\n\nLive session context:\n" + "\n".join(parts) + + if settings.ai_mode == "online": + return await _chat_claude(messages, system) + else: + return await _chat_ollama(messages, system) + + +async def _chat_claude(messages: list[dict], system: str) -> str: + import anthropic + + client = anthropic.AsyncAnthropic(api_key=settings.anthropic_api_key) + response = await client.messages.create( + model=settings.claude_model, + max_tokens=512, + system=system, + messages=messages, + ) + return response.content[0].text + + +async def _chat_ollama(messages: list[dict], system: str) -> str: + import ollama + + client = ollama.AsyncClient(host=settings.ollama_host) + full_messages = [{"role": "system", "content": system}] + messages + response = await client.chat( + model=settings.ollama_model, + messages=full_messages, + ) + return response.message.content diff --git a/frontend/index.html b/frontend/index.html new file mode 100644 index 0000000..0cb3e70 --- /dev/null +++ b/frontend/index.html @@ -0,0 +1,12 @@ + + + + + + WhatTheFlat + + +
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"sugarss": "*", + "terser": "^5.4.0" + }, + "peerDependenciesMeta": { + "@types/node": { + "optional": true + }, + "less": { + "optional": true + }, + "lightningcss": { + "optional": true + }, + "sass": { + "optional": true + }, + "sass-embedded": { + "optional": true + }, + "stylus": { + "optional": true + }, + "sugarss": { + "optional": true + }, + "terser": { + "optional": true + } + } + }, + "node_modules/yallist": { + "version": "3.1.1", + "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz", + "integrity": "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==", + "dev": true + } + } +} diff --git a/frontend/package.json b/frontend/package.json new file mode 100644 index 0000000..d7a086e --- /dev/null +++ b/frontend/package.json @@ -0,0 +1,25 @@ +{ + "name": "whattheflat-frontend", + "version": "0.1.0", + "private": true, + "type": "module", + "scripts": { + "dev": "vite", + "build": "vite build", + "preview": "vite preview" + }, + "dependencies": { + "pitchy": "^4.1.0", + "react": "^18.3.1", + "react-dom": "^18.3.1" + }, + "devDependencies": { + "@types/react": "^18.3.1", + "@types/react-dom": "^18.3.1", + "@vitejs/plugin-react": "^4.3.1", + "autoprefixer": "^10.4.20", + "postcss": "^8.4.47", + "tailwindcss": "^3.4.14", + "vite": "^5.4.10" + } +} diff --git a/frontend/postcss.config.js b/frontend/postcss.config.js new file mode 100644 index 0000000..2e7af2b --- /dev/null +++ b/frontend/postcss.config.js @@ -0,0 +1,6 @@ +export default { + plugins: { + tailwindcss: {}, + autoprefixer: {}, + }, +} diff --git a/frontend/src/App.jsx b/frontend/src/App.jsx new file mode 100644 index 0000000..ea44935 --- /dev/null +++ b/frontend/src/App.jsx @@ -0,0 +1,261 @@ +import { useState, useCallback, useRef, useEffect } from 'react' +import AudioCapture from './components/AudioCapture' +import ProgressionBanner from './components/ProgressionBanner' +import KeyDisplay from './components/KeyDisplay' +import ChordDisplay from './components/ChordDisplay' +import SafeNotes from './components/SafeNotes' +import Fretboard from './components/Fretboard' +import ProgressionSuggestions from './components/ProgressionSuggestions' +import ChatAssistant from './components/ChatAssistant' +import { NOTES, detectKey, matchChordFromChroma, detectRepeatingProgression } from './lib/theory' + +// Key detection tuning +const NOTE_HISTORY_SIZE = 80 +const KEY_VOTE_WINDOW = 12 +const KEY_VOTE_THRESHOLD = 9 // out of 12 — very stable + +// Chord detection tuning +const CHROMA_SMOOTH = 16 // frames to average (~250ms at 60fps) +const CHORD_VOTE_THRESHOLD = 5 // consecutive agreements before commit + +export default function App() { + // ── Listening state ────────────────────────────────────────────────────── + const [isListening, setIsListening] = useState(false) + + // ── App mode ───────────────────────────────────────────────────────────── + const [appMode, setAppMode] = useState('beginner') // 'beginner' | 'advanced' + + // ── Key: auto-detected + optional lock ─────────────────────────────────── + const [keyInfo, setKeyInfo] = useState(null) // auto-detected + const [lockedKey, setLockedKey] = useState(null) // { root, mode } or null + const [lockRoot, setLockRoot] = useState('A') + const [lockMode, setLockMode] = useState('minor') + + // Effective key used by all components + const effectiveKey = lockedKey ?? keyInfo + const isStrictMode = appMode === 'beginner' && lockedKey !== null + + // ── Chord state ─────────────────────────────────────────────────────────── + const [chordHistory, setChordHistory] = useState([]) + const [detectedProgression, setDetectedProgression] = useState(null) + + // ── Internal refs ───────────────────────────────────────────────────────── + const noteHistoryRef = useRef([]) + const keyVotesRef = useRef([]) + const effectiveKeyRef = useRef(null) // mirror for use inside callbacks + const chromaRingRef = useRef( + Array.from({ length: CHROMA_SMOOTH }, () => new Float32Array(12)) + ) + const chromaIdxRef = useRef(0) + const chordVotesRef = useRef([]) + + // Keep ref in sync + useEffect(() => { effectiveKeyRef.current = effectiveKey }, [effectiveKey]) + + // ── Detect progression whenever chord history changes ───────────────────── + useEffect(() => { + setDetectedProgression(detectRepeatingProgression(chordHistory)) + }, [chordHistory]) + + // ── Key lock handlers ───────────────────────────────────────────────────── + function applyLock() { + const info = { root: lockRoot, mode: lockMode, confidence: 1 } + setLockedKey(info) + effectiveKeyRef.current = info + chordVotesRef.current = [] + setChordHistory([]) + setDetectedProgression(null) + } + + function removeLock() { + setLockedKey(null) + effectiveKeyRef.current = keyInfo + } + + // ── Note handler: drives key detection (pitch-based) ────────────────────── + const handleNote = useCallback(({ pitchClass }) => { + const history = noteHistoryRef.current + history.push(pitchClass) + if (history.length > NOTE_HISTORY_SIZE) history.shift() + if (history.length < 10) return + if (history.length % 5 !== 0) return + + const result = detectKey(history) + if (result.confidence < 0.5) return + + const votes = keyVotesRef.current + votes.push(`${result.root}_${result.mode}`) + if (votes.length > KEY_VOTE_WINDOW) votes.shift() + + const counts = {} + for (const v of votes) counts[v] = (counts[v] || 0) + 1 + const [winner, count] = Object.entries(counts).sort((a, b) => b[1] - a[1])[0] + + if (count >= KEY_VOTE_THRESHOLD) { + const [root, mode] = winner.split('_') + setKeyInfo(prev => { + if (prev?.root === root && prev?.mode === mode) { + return { root, mode, confidence: result.confidence } + } + // Key changed — clear chord history only if not locked + if (!lockedKey) { + chordVotesRef.current = [] + setChordHistory([]) + } + return { root, mode, confidence: result.confidence } + }) + } + }, [lockedKey]) + + // ── Chroma handler: drives chord detection ──────────────────────────────── + const handleChroma = useCallback((chroma, bassPC) => { + const ring = chromaRingRef.current + ring[chromaIdxRef.current % CHROMA_SMOOTH] = chroma + chromaIdxRef.current++ + if (chromaIdxRef.current % CHROMA_SMOOTH !== 0) return + + const key = effectiveKeyRef.current + if (!key) return + + // Average ring buffer + const avg = new Float32Array(12) + for (const frame of ring) for (let i = 0; i < 12; i++) avg[i] += frame[i] + for (let i = 0; i < 12; i++) avg[i] /= CHROMA_SMOOTH + + const chord = matchChordFromChroma(avg, key, bassPC, isStrictMode) + if (!chord) return + + const votes = chordVotesRef.current + votes.push(chord) + if (votes.length > CHORD_VOTE_THRESHOLD * 2) votes.shift() + + const counts = {} + for (const v of votes) counts[v] = (counts[v] || 0) + 1 + const [winner, winCount] = Object.entries(counts).sort((a, b) => b[1] - a[1])[0] + + if (winCount >= CHORD_VOTE_THRESHOLD) { + setChordHistory(prev => { + if (prev[prev.length - 1] === winner) return prev + return [...prev.slice(-30), winner] + }) + } + }, [isStrictMode]) + + const currentChord = chordHistory[chordHistory.length - 1] + + return ( +
+ + {/* ── Header ── */} +
+
+

+ WhatTheFlat ♭? +

+

Real-time key detection for real humans

+
+ +
+ + {/* ── Controls bar ── */} +
+ {/* Mode toggle */} +
+ {['beginner', 'advanced'].map(m => ( + + ))} +
+ + {/* Key lock */} + {lockedKey ? ( +
+ + 🔒 {lockedKey.root} {lockedKey.mode} + + +
+ ) : ( +
+ + + +
+ )} + + {/* Auto-detected key badge (advanced mode) */} + {appMode === 'advanced' && keyInfo && !lockedKey && ( + + auto: {keyInfo.root} {keyInfo.mode} ({Math.round(keyInfo.confidence * 100)}%) + + )} +
+ + + + {/* ── Progression banner — full width ── */} + + + {/* ── Main grid ── */} +
+ + + + +
+ +
+
+ +
+
+
+ ) +} diff --git a/frontend/src/components/AudioCapture.jsx b/frontend/src/components/AudioCapture.jsx new file mode 100644 index 0000000..578384e --- /dev/null +++ b/frontend/src/components/AudioCapture.jsx @@ -0,0 +1,130 @@ +import { useEffect, useRef, useCallback } from 'react' +import { PitchDetector } from 'pitchy' +import { NOTES } from '../lib/theory' + +const MIN_CLARITY = 0.85 +const MIN_VOLUME = 0.01 +const FFT_SIZE = 4096 // larger = better frequency resolution +const NOISE_FLOOR = -60 // dB — ignore bins quieter than this + +// Build 12-bin chroma from FFT power spectrum. +// Restricts to guitar fundamental range and applies log compression. +function computeChroma(freqData, sampleRate, fftSize) { + const chroma = new Float32Array(12) + const binHz = sampleRate / fftSize + + for (let bin = 2; bin < freqData.length; bin++) { + const freq = bin * binHz + if (freq < 75 || freq > 1400) continue // guitar fundamentals only + const db = freqData[bin] + if (db < NOISE_FLOOR) continue + + // Power (db/10) discriminates harmonics better than amplitude (db/20) + const power = Math.pow(10, db / 10) + const midi = 12 * Math.log2(freq / 440) + 69 + const pc = ((Math.round(midi) % 12) + 12) % 12 + chroma[pc] += power + } + + // Log compression reduces dominance of very loud partials + for (let i = 0; i < 12; i++) chroma[i] = Math.log1p(chroma[i] * 100) + + const max = Math.max(...chroma) + if (max > 0) for (let i = 0; i < 12; i++) chroma[i] /= max + + return chroma +} + +// Find the dominant pitch class in the bass range (guitar lowest notes). +// This gives us a strong root-note hint for chord matching. +function detectBassPC(freqData, sampleRate, fftSize) { + const binHz = sampleRate / fftSize + let maxPower = 0, bestMidi = -1 + + for (let bin = 2; bin < freqData.length; bin++) { + const freq = bin * binHz + if (freq < 75 || freq > 350) continue + const db = freqData[bin] + if (db < NOISE_FLOOR) continue + const power = Math.pow(10, db / 10) + if (power > maxPower) { + maxPower = power + bestMidi = Math.round(12 * Math.log2(freq / 440) + 69) + } + } + if (bestMidi < 0) return null + return ((bestMidi % 12) + 12) % 12 +} + +export default function AudioCapture({ onNote, onChroma, isListening }) { + const audioCtxRef = useRef(null) + const analyserRef = useRef(null) + const detectorRef = useRef(null) + const timeBufRef = useRef(null) + const freqBufRef = useRef(null) + const rafRef = useRef(null) + const streamRef = useRef(null) + + const stop = useCallback(() => { + if (rafRef.current) cancelAnimationFrame(rafRef.current) + if (streamRef.current) streamRef.current.getTracks().forEach(t => t.stop()) + if (audioCtxRef.current) audioCtxRef.current.close() + audioCtxRef.current = null + }, []) + + const start = useCallback(async () => { + stop() + const stream = await navigator.mediaDevices.getUserMedia({ audio: true }) + streamRef.current = stream + + const ctx = new AudioContext() + audioCtxRef.current = ctx + + const analyser = ctx.createAnalyser() + analyser.fftSize = FFT_SIZE + analyser.smoothingTimeConstant = 0.6 // smooth FFT over time + analyserRef.current = analyser + + ctx.createMediaStreamSource(stream).connect(analyser) + + timeBufRef.current = new Float32Array(analyser.fftSize) + freqBufRef.current = new Float32Array(analyser.frequencyBinCount) + detectorRef.current = PitchDetector.forFloat32Array(analyser.fftSize) + + function tick() { + const timeBuf = timeBufRef.current + analyser.getFloatTimeDomainData(timeBuf) + + const rms = Math.sqrt(timeBuf.reduce((s, v) => s + v * v, 0) / timeBuf.length) + if (rms >= MIN_VOLUME) { + // Pitch — used for key detection + const [freq, clarity] = detectorRef.current.findPitch(timeBuf, ctx.sampleRate) + if (clarity >= MIN_CLARITY && freq > 60 && freq < 4200) { + const midi = Math.round(12 * Math.log2(freq / 440) + 69) + const pitchClass = ((midi % 12) + 12) % 12 + onNote({ noteName: NOTES[pitchClass], pitchClass, freq, midi, clarity }) + } + + // Chroma + bass — used for chord detection + if (onChroma) { + const freqBuf = freqBufRef.current + analyser.getFloatFrequencyData(freqBuf) + const chroma = computeChroma(freqBuf, ctx.sampleRate, analyser.fftSize) + const bassPC = detectBassPC(freqBuf, ctx.sampleRate, analyser.fftSize) + onChroma(chroma, bassPC) + } + } + + rafRef.current = requestAnimationFrame(tick) + } + tick() + }, [onNote, onChroma, stop]) + + useEffect(() => { + if (isListening) start().catch(console.error) + else stop() + return stop + }, [isListening, start, stop]) + + return null +} diff --git a/frontend/src/components/ChatAssistant.jsx b/frontend/src/components/ChatAssistant.jsx new file mode 100644 index 0000000..bfd8652 --- /dev/null +++ b/frontend/src/components/ChatAssistant.jsx @@ -0,0 +1,89 @@ +import { useState, useRef, useEffect } from 'react' + +export default function ChatAssistant({ keyInfo, currentChord }) { + const [messages, setMessages] = useState([]) + const [input, setInput] = useState('') + const [loading, setLoading] = useState(false) + const bottomRef = useRef(null) + + useEffect(() => { + bottomRef.current?.scrollIntoView({ behavior: 'smooth' }) + }, [messages]) + + async function send(e) { + e.preventDefault() + if (!input.trim() || loading) return + + const userMsg = { role: 'user', content: input.trim() } + const next = [...messages, userMsg] + setMessages(next) + setInput('') + setLoading(true) + + try { + const context = {} + if (keyInfo?.root) context.key = `${keyInfo.root} ${keyInfo.mode}` + if (currentChord) context.chord = currentChord + + const res = await fetch('/api/chat', { + method: 'POST', + headers: { 'Content-Type': 'application/json' }, + body: JSON.stringify({ messages: next, context }), + }) + const data = await res.json() + setMessages(prev => [...prev, { role: 'assistant', content: data.reply }]) + } catch (err) { + setMessages(prev => [...prev, { + role: 'assistant', + content: 'Could not reach the AI assistant. Is the backend running?', + }]) + } finally { + setLoading(false) + } + } + + return ( +
+

Theory Assistant

+
+ {messages.length === 0 && ( +

Ask anything: "What lick works over this chord?" or "Why does the IV sound so resolved?"

+ )} + {messages.map((m, i) => ( +
+ + {m.content} + +
+ ))} + {loading && ( +
+ + Thinking… + +
+ )} +
+
+
+ setInput(e.target.value)} + /> + +
+
+ ) +} diff --git a/frontend/src/components/ChordDisplay.jsx b/frontend/src/components/ChordDisplay.jsx new file mode 100644 index 0000000..cc4b8b1 --- /dev/null +++ b/frontend/src/components/ChordDisplay.jsx @@ -0,0 +1,25 @@ +export default function ChordDisplay({ history }) { + const current = history[history.length - 1] + const past = history.slice(-8, -1) + + return ( +
+

Chord

+

+ {current ?? '—'} +

+ {past.length > 0 && ( +
+ {past.map((chord, i) => ( + + {chord} + + ))} +
+ )} +
+ ) +} diff --git a/frontend/src/components/Fretboard.jsx b/frontend/src/components/Fretboard.jsx new file mode 100644 index 0000000..68d9ec4 --- /dev/null +++ b/frontend/src/components/Fretboard.jsx @@ -0,0 +1,154 @@ +import { getPentatonicScale, getFullScale, getChordTones, NOTES } from '../lib/theory' + +// Standard tuning: pitch classes of open strings, high-E first (top of diagram) +const STRINGS = [ + { label: 'e', root: 4 }, // high E + { label: 'B', root: 11 }, + { label: 'G', root: 7 }, + { label: 'D', root: 2 }, + { label: 'A', root: 9 }, + { label: 'E', root: 4 }, // low E +] + +const NUM_FRETS = 13 // frets 0 (open) through 12 +const FRET_MARKERS = [3, 5, 7, 9] +const DOUBLE_MARKER = 12 + +// Layout constants +const NUT_X = 40 // x of the nut line +const OPEN_X = 18 // x of open-string dot centres +const FRET_W = 52 // pixels per fret +const STRING_H = 28 // pixels between strings +const PAD_T = 28 // top padding (fret numbers) +const PAD_B = 18 // bottom padding (fret marker dots) +const BOARD_W = NUT_X + (NUM_FRETS - 1) * FRET_W + 10 +const BOARD_H = PAD_T + 5 * STRING_H + PAD_B +const DOT_R = 10 + +// x centre of a fretted note (fret >= 1) +const fretX = f => NUT_X + (f - 0.5) * FRET_W +// y centre of string si (0 = high e, 5 = low E) +const stringY = si => PAD_T + si * STRING_H + +function noteColor(isChordTone, isPenta, isScale) { + if (isChordTone) return { fill: '#f59e0b', text: '#000' } // amber + if (isPenta) return { fill: '#a855f7', text: '#fff' } // purple + if (isScale) return { fill: '#374151', text: '#d1d5db' } // grey + return null +} + +export default function Fretboard({ keyInfo, currentChord, pentatonicOnly = false }) { + const { root, mode } = keyInfo ?? {} + + if (!root) return null + + const pentaSet = new Set(getPentatonicScale(root, mode).map(n => NOTES.indexOf(n))) + const scaleSet = pentatonicOnly + ? pentaSet + : new Set(getFullScale(root, mode).map(n => NOTES.indexOf(n))) + const chordSet = currentChord + ? new Set(getChordTones(currentChord).map(n => NOTES.indexOf(n))) + : new Set() + + return ( +
+

+ Fretboard — {root} {mode} + {currentChord && / {currentChord}} +

+ +
+ + {/* Fretboard background */} + + + {/* Fret position marker dots (between strings 2–3 and 3–4) */} + {FRET_MARKERS.map(f => ( + + ))} + {/* Double dot at 12 */} + + + + {/* Fret lines (1–12) */} + {Array.from({ length: NUM_FRETS - 1 }, (_, i) => i + 1).map(f => ( + + ))} + + {/* Nut */} + + + {/* Strings */} + {STRINGS.map((_, si) => ( + + ))} + + {/* Fret numbers */} + {[3, 5, 7, 9, 12].map(f => ( + {f} + ))} + + {/* String labels */} + {STRINGS.map((s, si) => ( + {s.label} + ))} + + {/* Note dots */} + {STRINGS.flatMap((str, si) => + Array.from({ length: NUM_FRETS }, (_, fi) => { + const pc = (str.root + fi) % 12 + const color = noteColor(chordSet.has(pc), pentaSet.has(pc), scaleSet.has(pc)) + if (!color) return null + + const cx = fi === 0 ? OPEN_X : fretX(fi) + const cy = stringY(si) + + return ( + + + + {NOTES[pc]} + + + ) + }) + )} + +
+ +
+ ● Chord tone + ● Pentatonic + ● Scale +
+
+ ) +} diff --git a/frontend/src/components/KeyDisplay.jsx b/frontend/src/components/KeyDisplay.jsx new file mode 100644 index 0000000..f623eec --- /dev/null +++ b/frontend/src/components/KeyDisplay.jsx @@ -0,0 +1,33 @@ +export default function KeyDisplay({ keyInfo, locked = false }) { + const { root, mode, confidence } = keyInfo ?? {} + const pct = confidence ? Math.round(confidence * 100) : 0 + + return ( +
+

+ {locked ? '🔒 Key (locked)' : 'Detected Key'} +

+ {root ? ( + <> +

+ {root} + {mode} +

+ {!locked && ( +
+
+
+
+ {pct}% confident +
+ )} + + ) : ( +

Listening…

+ )} +
+ ) +} diff --git a/frontend/src/components/ProgressionBanner.jsx b/frontend/src/components/ProgressionBanner.jsx new file mode 100644 index 0000000..e88302e --- /dev/null +++ b/frontend/src/components/ProgressionBanner.jsx @@ -0,0 +1,129 @@ +import { useRef, useEffect } from 'react' +import { toRomanNumeral } from '../lib/theory' + +// Sizes for the chord trail (oldest → current) +const TRAIL_SIZES = [ + 'text-lg opacity-20', + 'text-xl opacity-30', + 'text-2xl opacity-45', + 'text-3xl opacity-60', + 'text-4xl opacity-80', +] +const CURRENT_SIZE = 'text-7xl opacity-100' + +function findLoopPosition(chordHistory, progression) { + if (!progression?.length || !chordHistory.length) return -1 + const len = progression.length + // Walk backwards through the progression to find where current chord sits + for (let p = len - 1; p >= 0; p--) { + if (progression[p] !== chordHistory[chordHistory.length - 1]) continue + let match = true + for (let i = 1; i < Math.min(p + 1, chordHistory.length); i++) { + if (progression[p - i] !== chordHistory[chordHistory.length - 1 - i]) { + match = false; break + } + } + if (match) return p + } + return progression.indexOf(chordHistory[chordHistory.length - 1]) +} + +export default function ProgressionBanner({ chordHistory, keyInfo, detectedProgression }) { + const { root, mode } = keyInfo ?? {} + + // Show up to 5 previous chords + current + const trail = chordHistory.slice(-6, -1) // up to 5 previous + const current = chordHistory[chordHistory.length - 1] + + // Flash the current chord when it changes + const currentRef = useRef(null) + const prevChord = useRef(null) + useEffect(() => { + if (current && current !== prevChord.current && currentRef.current) { + currentRef.current.animate( + [{ opacity: 0, transform: 'translateY(8px) scale(0.9)' }, + { opacity: 1, transform: 'translateY(0) scale(1)' }], + { duration: 220, easing: 'ease-out', fill: 'forwards' } + ) + prevChord.current = current + } + }, [current]) + + const loopPos = findLoopPosition(chordHistory, detectedProgression) + + if (!chordHistory.length) { + return ( +
+

Start listening to detect chords…

+
+ ) + } + + return ( +
+ {/* ── Chord trail ── */} +
+ {trail.map((chord, i) => { + const sizeClass = TRAIL_SIZES[Math.max(0, i - (trail.length - TRAIL_SIZES.length))] + const rn = root ? toRomanNumeral(chord, root, mode) : '' + return ( +
+ {chord} + {rn} +
+ ) + })} + + {/* Arrow between trail and current */} + {trail.length > 0 && ( + › + )} + + {/* Current chord — BIG */} + {current && ( +
+ {current} + + {root ? toRomanNumeral(current, root, mode) : ''} + +
+ )} +
+ + {/* ── Detected loop ── */} + {detectedProgression && ( +
+

+ ♻ Detected loop +

+
+ {detectedProgression.map((chord, i) => { + const isActive = i === loopPos + const rn = root ? toRomanNumeral(chord, root, mode) : chord + return ( +
+ + {chord} + + + {rn} + +
+ ) + })} +
+ → loop +
+
+
+ )} +
+ ) +} diff --git a/frontend/src/components/ProgressionSuggestions.jsx b/frontend/src/components/ProgressionSuggestions.jsx new file mode 100644 index 0000000..39c5c61 --- /dev/null +++ b/frontend/src/components/ProgressionSuggestions.jsx @@ -0,0 +1,32 @@ +import { getSuggestedProgressions } from '../lib/theory' + +export default function ProgressionSuggestions({ keyInfo }) { + const { root, mode } = keyInfo ?? {} + + if (!root) return null + + const progressions = getSuggestedProgressions(root, mode) + + return ( +
+

+ Progressions in {root} {mode} +

+
+ {progressions.map(prog => ( +
+ {prog.genre} +
+ {prog.chords.map((chord, i) => ( + + {chord} + ({prog.rn[i]}) + + ))} +
+
+ ))} +
+
+ ) +} diff --git a/frontend/src/components/SafeNotes.jsx b/frontend/src/components/SafeNotes.jsx new file mode 100644 index 0000000..f5cfeb0 --- /dev/null +++ b/frontend/src/components/SafeNotes.jsx @@ -0,0 +1,46 @@ +import { getPentatonicScale, getFullScale, getChordTones } from '../lib/theory' + +const ALL_NOTES = ['C', 'C#', 'D', 'D#', 'E', 'F', 'F#', 'G', 'G#', 'A', 'A#', 'B'] + +export default function SafeNotes({ keyInfo, currentChord }) { + const { root, mode } = keyInfo ?? {} + + if (!root) return null + + const penta = getPentatonicScale(root, mode) + const full = getFullScale(root, mode) + const chordTones = currentChord ? getChordTones(currentChord) : [] + + return ( +
+

Safe Notes

+
+ {ALL_NOTES.map(note => { + const isChordTone = chordTones.includes(note) + const isPenta = penta.includes(note) + const isScale = full.includes(note) + + let cls = 'px-3 py-2 rounded-lg text-sm font-semibold border transition-all ' + if (isChordTone) { + cls += 'bg-accent text-white border-accent scale-105' + } else if (isPenta) { + cls += 'bg-accent/20 text-accent border-accent/40' + } else if (isScale) { + cls += 'bg-border text-gray-300 border-border' + } else { + cls += 'bg-transparent text-gray-700 border-transparent' + } + + return ( + {note} + ) + })} +
+
+ ■ Chord tone + ■ Pentatonic + ■ Scale +
+
+ ) +} diff --git a/frontend/src/index.css b/frontend/src/index.css new file mode 100644 index 0000000..7efac89 --- /dev/null +++ b/frontend/src/index.css @@ -0,0 +1,9 @@ +@tailwind base; +@tailwind components; +@tailwind utilities; + +body { + background-color: #0f0f0f; + color: #f5f5f5; + font-family: system-ui, -apple-system, sans-serif; +} diff --git a/frontend/src/lib/theory.js b/frontend/src/lib/theory.js new file mode 100644 index 0000000..aa04c10 --- /dev/null +++ b/frontend/src/lib/theory.js @@ -0,0 +1,262 @@ +// ─── Constants ─────────────────────────────────────────────────────────────── + +export const NOTES = ['C', 'C#', 'D', 'D#', 'E', 'F', 'F#', 'G', 'G#', 'A', 'A#', 'B'] +export const NOTES_FLAT = ['C', 'Db', 'D', 'Eb', 'E', 'F', 'Gb', 'G', 'Ab', 'A', 'Bb', 'B'] + +const SCALES = { + major: [0, 2, 4, 5, 7, 9, 11], + minor: [0, 2, 3, 5, 7, 8, 10], + pentatonic_major: [0, 2, 4, 7, 9], + pentatonic_minor: [0, 3, 5, 7, 10], +} + +// Krumhansl-Schmuckler key profiles +const KS_MAJOR = [6.35, 2.23, 3.48, 2.33, 4.38, 4.09, 2.52, 5.19, 2.39, 3.66, 2.29, 2.88] +const KS_MINOR = [6.33, 2.68, 3.52, 5.38, 2.60, 3.53, 2.54, 4.75, 3.98, 2.69, 3.34, 3.17] + +const CHORD_TYPES = { + maj: { intervals: [0, 4, 7], suffix: '' }, + min: { intervals: [0, 3, 7], suffix: 'm' }, + dom7: { intervals: [0, 4, 7, 10], suffix: '7' }, + maj7: { intervals: [0, 4, 7, 11], suffix: 'maj7' }, + min7: { intervals: [0, 3, 7, 10], suffix: 'm7' }, + dim: { intervals: [0, 3, 6], suffix: 'dim' }, + sus4: { intervals: [0, 5, 7], suffix: 'sus4' }, + sus2: { intervals: [0, 2, 7], suffix: 'sus2' }, +} + +const PROGRESSIONS = { + pop: { name: 'Pop', rn: ['I', 'V', 'vi', 'IV'], degrees: [0, 7, 9, 5] }, + blues: { name: 'Blues', rn: ['I', 'IV', 'V'], degrees: [0, 5, 7] }, + folk: { name: 'Folk', rn: ['I', 'IV', 'I', 'V'], degrees: [0, 5, 0, 7] }, + jazz: { name: 'Jazz', rn: ['ii', 'V', 'I'], degrees: [2, 7, 0] }, + rock: { name: 'Rock', rn: ['I', 'bVII', 'IV', 'I'], degrees: [0, 10, 5, 0] }, +} + +// ─── Helpers ───────────────────────────────────────────────────────────────── + +function noteName(semitone) { + return NOTES[((semitone % 12) + 12) % 12] +} + +function correlation(a, b) { + const meanA = a.reduce((s, v) => s + v, 0) / a.length + const meanB = b.reduce((s, v) => s + v, 0) / b.length + let num = 0, denA = 0, denB = 0 + for (let i = 0; i < a.length; i++) { + const da = a[i] - meanA, db = b[i] - meanB + num += da * db + denA += da * da + denB += db * db + } + return num / Math.sqrt(denA * denB + 1e-10) +} + +// ─── Key Detection ─────────────────────────────────────────────────────────── + +/** + * detectKey(noteHistory) → { root, mode, confidence } + * noteHistory: array of MIDI note numbers or pitch-class integers (0–11) + */ +export function detectKey(noteHistory) { + if (!noteHistory || noteHistory.length < 4) { + return { root: 'C', mode: 'major', confidence: 0 } + } + + // Build pitch class frequency vector + const freq = new Array(12).fill(0) + for (const note of noteHistory) { + freq[((note % 12) + 12) % 12]++ + } + + let best = { root: 'C', mode: 'major', score: -Infinity } + + for (let root = 0; root < 12; root++) { + // Rotate profile to match root + const rotated = [...Array(12)].map((_, i) => freq[(i + root) % 12]) + + const scoreMaj = correlation(rotated, KS_MAJOR) + const scoreMin = correlation(rotated, KS_MINOR) + + if (scoreMaj > best.score) best = { root, mode: 'major', score: scoreMaj } + if (scoreMin > best.score) best = { root, mode: 'minor', score: scoreMin } + } + + // Normalise confidence to 0–1 + const confidence = Math.max(0, Math.min(1, (best.score + 1) / 2)) + + return { root: noteName(best.root), mode: best.mode, confidence } +} + +// ─── Scale helpers ─────────────────────────────────────────────────────────── + +export function getFullScale(root, mode) { + const rootIdx = NOTES.indexOf(root) + const intervals = SCALES[mode] ?? SCALES.major + return intervals.map(i => noteName(rootIdx + i)) +} + +export function getPentatonicScale(root, mode) { + const key = mode === 'minor' ? 'pentatonic_minor' : 'pentatonic_major' + const rootIdx = NOTES.indexOf(root) + return SCALES[key].map(i => noteName(rootIdx + i)) +} + +// ─── Chord helpers ─────────────────────────────────────────────────────────── + +export function getChordTones(chordName) { + // Parse e.g. "Am", "G", "Fmaj7", "Bdim" + const match = chordName.match(/^([A-G]#?)(.*)$/) + if (!match) return [] + const root = NOTES.indexOf(match[1]) + const suffix = match[2] || '' + + for (const [, type] of Object.entries(CHORD_TYPES)) { + if (type.suffix === suffix) { + return type.intervals.map(i => noteName(root + i)) + } + } + // Default to major triad + return CHORD_TYPES.maj.intervals.map(i => noteName(root + i)) +} + +export function getChordsInKey(root, mode) { + const rootIdx = NOTES.indexOf(root) + const scale = SCALES[mode] ?? SCALES.major + + return scale.map((degree, i) => { + const chordRoot = rootIdx + degree + // Determine chord quality from scale degree + let type + if (mode === 'major') { + type = [CHORD_TYPES.maj, CHORD_TYPES.min, CHORD_TYPES.min, + CHORD_TYPES.maj, CHORD_TYPES.maj, CHORD_TYPES.min, + CHORD_TYPES.dim][i] + } else { + type = [CHORD_TYPES.min, CHORD_TYPES.dim, CHORD_TYPES.maj, + CHORD_TYPES.min, CHORD_TYPES.min, CHORD_TYPES.maj, + CHORD_TYPES.maj][i] + } + return noteName(chordRoot) + type.suffix + }) +} + +// ─── Progression suggestions ───────────────────────────────────────────────── + +export function getSuggestedProgressions(root, mode) { + const rootIdx = NOTES.indexOf(root) + const scale = SCALES[mode] ?? SCALES.major + // Chord qualities for each scale degree + const qualities = mode === 'major' + ? ['', 'm', 'm', '', '', 'm', 'dim'] + : ['m', 'dim', '', 'm', 'm', '', ''] + + return Object.entries(PROGRESSIONS).map(([genre, prog]) => { + const chords = prog.degrees.map(semitones => { + const noteIdx = (rootIdx + semitones) % 12 + const name = noteName(noteIdx) + // Find which scale degree this is to get quality + const degreeIdx = scale.indexOf(semitones) + const quality = degreeIdx >= 0 ? qualities[degreeIdx] : '' + return name + quality + }) + return { genre: prog.name, rn: prog.rn, chords } + }) +} + +// ─── Chroma-based chord matching ───────────────────────────────────────────── + +/** + * matchChordFromChroma(chroma, keyInfo, bassPC?, strictDiatonic?) + * chroma: Float32Array[12], normalised 0–1 energy per pitch class + * bassPC: pitch class of the detected bass/root note, or null + * strictDiatonic: if true, only considers chords in the key (beginner mode) + */ +export function matchChordFromChroma(chroma, keyInfo, bassPC = null, strictDiatonic = false) { + if (!keyInfo?.root) return null + + const diatonic = new Set(getChordsInKey(keyInfo.root, keyInfo.mode)) + + // Only match triads — more reliable for live guitar than extended chords + const triadTypes = [CHORD_TYPES.maj, CHORD_TYPES.min, CHORD_TYPES.dim] + let best = { name: null, score: -Infinity } + + for (let r = 0; r < 12; r++) { + for (const type of triadTypes) { + const tones = new Set(type.intervals.map(i => (r + i) % 12)) + const chordName = noteName(r) + type.suffix + + if (strictDiatonic && !diatonic.has(chordName)) continue + + let inEnergy = 0, outEnergy = 0 + for (let pc = 0; pc < 12; pc++) { + if (tones.has(pc)) inEnergy += chroma[pc] + else outEnergy += chroma[pc] + } + if (inEnergy + outEnergy < 0.05) continue + + // Core score: fraction of energy on chord tones, penalise noise + const coverageScore = inEnergy / (inEnergy + outEnergy * 0.6) + // Bass note matching the chord root is a strong harmonic signal + const bassBonus = (bassPC !== null && r === bassPC) ? 0.4 : 0 + const diatonicBonus = diatonic.has(chordName) ? 0.2 : 0 + + const finalScore = coverageScore + bassBonus + diatonicBonus + if (finalScore > best.score) best = { name: chordName, score: finalScore } + } + } + + return best.score > 0.45 ? best.name : null +} + +// ─── Roman numeral notation ─────────────────────────────────────────────────── + +export function toRomanNumeral(chordName, keyRoot, keyMode) { + if (!chordName || !keyRoot) return '?' + const match = chordName.match(/^([A-G]#?)(.*)$/) + if (!match) return '?' + const [, root, quality] = match + const chordRootIdx = NOTES.indexOf(root) + const keyRootIdx = NOTES.indexOf(keyRoot) + if (chordRootIdx < 0 || keyRootIdx < 0) return '?' + + const semitones = ((chordRootIdx - keyRootIdx) + 12) % 12 + const scale = SCALES[keyMode] ?? SCALES.major + const degreeIdx = scale.indexOf(semitones) + if (degreeIdx < 0) return '♭' + ['I','II','III','IV','V','VI','VII'][0] // chromatic + + const ROMAN = ['I', 'II', 'III', 'IV', 'V', 'VI', 'VII'] + const rn = ROMAN[degreeIdx] + const isMinor = /^m(?!aj)/.test(quality) || quality === 'dim' + return isMinor ? rn.toLowerCase() : rn +} + +// ─── Repeating progression detection ───────────────────────────────────────── + +/** + * detectRepeatingProgression(history) → chord[] or null + * Returns the most-recently-completed repeating pattern (length 2–6). + * Requires the pattern to appear at least twice in the last 20 chords. + */ +export function detectRepeatingProgression(history) { + if (!history || history.length < 4) return null + const window = history.slice(-20) + + let best = null, bestScore = 0 + + for (let len = 2; len <= 6; len++) { + if (len * 2 > window.length) break + const candidate = window.slice(-len) + let reps = 0 + for (let i = 0; i <= window.length - len; i++) { + if (window.slice(i, i + len).every((c, j) => c === candidate[j])) reps++ + } + // Score favours longer patterns that repeat more + const score = reps * len + if (reps >= 2 && score > bestScore) { + bestScore = score + best = candidate + } + } + return best +} diff --git a/frontend/src/main.jsx b/frontend/src/main.jsx new file mode 100644 index 0000000..54b39dd --- /dev/null +++ b/frontend/src/main.jsx @@ -0,0 +1,10 @@ +import React from 'react' +import ReactDOM from 'react-dom/client' +import App from './App.jsx' +import './index.css' + +ReactDOM.createRoot(document.getElementById('root')).render( + + + , +) diff --git a/frontend/tailwind.config.js b/frontend/tailwind.config.js new file mode 100644 index 0000000..3709fba --- /dev/null +++ b/frontend/tailwind.config.js @@ -0,0 +1,16 @@ +/** @type {import('tailwindcss').Config} */ +export default { + content: ['./index.html', './src/**/*.{js,jsx}'], + theme: { + extend: { + colors: { + surface: '#0f0f0f', + panel: '#1a1a1a', + border: '#2a2a2a', + accent: '#a855f7', + amber: '#f59e0b', + }, + }, + }, + plugins: [], +} diff --git a/frontend/vite.config.js b/frontend/vite.config.js new file mode 100644 index 0000000..52ad95a --- /dev/null +++ b/frontend/vite.config.js @@ -0,0 +1,12 @@ +import { defineConfig } from 'vite' +import react from '@vitejs/plugin-react' + +export default defineConfig({ + plugins: [react()], + server: { + port: 5173, + proxy: { + '/api': 'http://localhost:8000', + }, + }, +}) diff --git a/main.py b/main.py new file mode 100644 index 0000000..713cafc --- /dev/null +++ b/main.py @@ -0,0 +1,31 @@ +import uvicorn +from fastapi import FastAPI +from fastapi.middleware.cors import CORSMiddleware + +from api.config import settings +from api.routers import chat + +app = FastAPI(title="WhatTheFlat API", version="0.1.0") + +app.add_middleware( + CORSMiddleware, + allow_origins=settings.cors_origins, + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], +) + +app.include_router(chat.router, prefix="/api") + + +@app.get("/api/health") +async def health(): + return {"status": "ok", "ai_mode": settings.ai_mode} + + +def serve(): + uvicorn.run("main:app", host="0.0.0.0", port=8000, reload=True) + + +if __name__ == "__main__": + serve() diff --git a/product_requirements.md b/product_requirements.md new file mode 100644 index 0000000..390d943 --- /dev/null +++ b/product_requirements.md @@ -0,0 +1,236 @@ +# WhatTheFlat 🎸 +### Product Requirements Document v0.1 + +> *Open-source live jam analyzer — helping musicians find the key, follow the harmony, and level up together.* + +--- + +## 1. Vision + +**WhatTheFlat** is a free, open-source web app that listens to a live jam session in real time, identifies the key and chord being played, and displays beginner-friendly guidance — scales, next chords, and simple melodic patterns — so every musician in the room can contribute, regardless of experience level. + +The core belief: **jams should be inclusive**. A seasoned guitarist shouldn't have to stop to explain music theory. WhatTheFlat does it for them, silently, in real time. + +--- + +## 2. Problem Statement + +- Amateur musicians struggle to find the key when joining a jam they didn't start +- Beginners don't know which notes are "safe" to play over a chord progression +- There's no affordable, low-friction tool that bridges music theory and live performance +- Existing tools (like guitar tuners or DAWs) are either too simple or too complex + +--- + +## 3. Target Users + +| User | Description | +|---|---| +| **The Beginner** | Just started an instrument, wants to follow along without killing the vibe | +| **The Intermediate** | Knows a few scales but struggles to apply theory in real time | +| **The Jam Host** | Sets up the session and wants everyone to stay in the same key | +| **The Teacher** | Uses jams as a teaching tool, wants visual aids for students | + +--- + +## 4. Core Features + +### 4.1 Live Key Detection +- Capture audio from device microphone in real time +- Analyze incoming audio using pitch detection (e.g. YIN algorithm or ML model) +- Identify the **root note** and **mode** (major, minor, dorian, mixolydian, etc.) +- Display current detected key prominently: e.g. **"You're in A Minor"** +- Show confidence level so users understand when detection is uncertain +- Latency target: < 500ms from sound to display + +### 4.2 Chord Recognition +- Detect the chord being played in real time +- Show chord name: e.g. **Am → F → C → G** +- Build a live scrolling chord history for the last 30 seconds +- Highlight the current chord in the progression + +### 4.3 Chord Progression Suggestions +- Based on detected key, suggest common chord progressions that fit +- Categorize by genre/feel: Blues, Jazz, Folk, Rock, Pop +- Show the progression in Roman numeral notation (I–IV–V) AND actual chord names +- Allow user to tap/click a suggested progression to "lock it in" as a reference + +### 4.4 Beginner Melody Helper +- For the detected key, show a visual **"safe notes"** panel — a highlighted instrument diagram + - Guitar fretboard view + - Piano keyboard view + - Generic note list (for other instruments) +- Show the **pentatonic scale** first (most beginner-friendly), with option to expand to full scale +- Highlight notes that sound especially good over the current chord (chord tones) +- Show a simple **melodic pattern of the bar** — a looping, beginner-friendly phrase they can follow + +### 4.5 Visual Jam Dashboard +- Clean, readable display meant to be seen from across a room +- Show at a glance: + - Current key + - Current chord + - Next likely chord (based on progression history) + - Safe notes to play +- Dark mode by default (stage-friendly) +- Large font, high contrast + +### 4.6 AI Music Theory Assistant (Claude Integration) +- Powered by Anthropic's Claude API +- Users can ask questions like: + - *"What's a good lick to play over this chord?"* + - *"Why does the F chord sound tense here?"* + - *"Give me a beginner melody in this key"* +- Claude responds in plain, non-jargon language +- Can suggest chord substitutions, extensions (7ths, 9ths), and passing chords +- All responses are **beginner-aware** — no unexplained jargon + +--- + +## 5. MVP Scope (v0.1) + +For the first open-source demo, the MVP should deliver: + +- [x] Microphone capture in browser (Web Audio API) +- [x] Pitch detection → key identification +- [x] Display current key and detected chord +- [x] Show pentatonic scale for detected key (note list + basic fretboard) +- [x] 3–5 suggested chord progressions that fit the key +- [x] Claude-powered chat assistant for theory questions +- [x] Dark mode UI, mobile-friendly + +**Not in MVP:** +- Multi-instrument separation +- MIDI input support +- Session recording/export +- User accounts or history +- Real-time collaboration (multiple users same session) + +--- + +## 6. Technical Architecture + +### Frontend +- **Framework**: React (Vite) +- **Audio**: Web Audio API + `pitchy` or `aubio.js` for pitch detection +- **Visualizations**: `Tone.js` for music utilities, custom SVG for fretboard/keyboard +- **Styling**: Tailwind CSS +- **Hosting**: Vercel / Netlify (static deploy) + +### AI Layer +- **Model**: Claude (`claude-sonnet-4-20250514`) via Anthropic API +- **Usage**: + - Theory assistant chat + - Chord progression generation given key + genre + - Melody suggestion generation +- **Prompt strategy**: System prompt primes Claude as a friendly, beginner-aware music teacher + +### Audio Pipeline +``` +Microphone Input + ↓ +Web Audio API (AudioContext) + ↓ +Pitch Detection (YIN / pitchy) + ↓ +Note → Chord Identification + ↓ +Key Estimation (sliding window analysis) + ↓ +UI Update + Claude Context Refresh +``` + +### Open Source Stack +- Repo: GitHub (MIT License) +- CI: GitHub Actions +- Contributing: standard fork/PR model with CONTRIBUTING.md + +--- + +## 7. Music Theory Engine + +The core theory logic should be implemented as a standalone JS module (`@whattheflat/theory`) so it can be reused or contributed to independently. + +### Required functions: +``` +detectKey(noteHistory[]) → { root, mode, confidence } +getChordsInKey(root, mode) → Chord[] +getSuggestedProgressions(root, mode, genre?) → Progression[] +getPentatonicScale(root, mode) → Note[] +getFullScale(root, mode) → Note[] +getChordTones(chord) → Note[] +getBeginnerPattern(key, currentChord) → MelodicPattern +``` + +### Modes to support (MVP): +- Major (Ionian) +- Natural Minor (Aeolian) +- Pentatonic Major +- Pentatonic Minor + +### Modes to support (v1+): +- Dorian, Mixolydian, Lydian, Phrygian +- Blues scale +- Harmonic minor + +--- + +## 8. UX Principles + +1. **Readable at distance** — primary info visible from 2 metres away +2. **Zero setup** — tap "Start Listening", grant mic permission, done +3. **Non-judgmental** — never says "wrong note", always says "try these" +4. **Progressive complexity** — beginners see pentatonic; advanced users can unlock modes, extensions, substitutions +5. **Mobile first** — works on a phone propped up on a music stand + +--- + +## 9. Beginner Learning Path (stretch goal) + +A guided progression for users who want to improve over time: + +| Level | Unlocks | +|---|---| +| 🟢 Starter | Pentatonic scale, 3 safe chords | +| 🔵 Follower | Full diatonic scale, chord tones highlighted | +| 🟣 Contributor | Chord extensions (7th, 9th), passing chords | +| 🔴 Improvisor | Modal awareness, substitutions, AI-generated licks | + +Progress is stored in localStorage — no account needed. + +--- + +## 10. Open Source Contribution Areas + +| Area | Skills needed | +|---|---| +| Pitch detection accuracy | DSP, audio engineering | +| Music theory engine | Music theory + JavaScript | +| Instrument diagrams | SVG, React | +| Genre-specific progressions | Music knowledge | +| Claude prompt engineering | AI, music theory | +| Accessibility (screen readers, colorblind modes) | A11y | +| Mobile app wrapper | React Native / Capacitor | +| Translation / i18n | Language + music terminology | + +--- + +## 11. Success Metrics + +- Time from opening app to understanding what key they're in: **< 10 seconds** +- % of beginner users who successfully play a note in the right key on first jam: **target 80%** +- GitHub stars at 3 months: **500+** +- Average Claude assistant response usefulness (self-reported): **> 4/5** + +--- + +## 12. Name & Branding Notes + +- **Name**: WhatTheFlat +- **Tagline**: *"Real-time key detection for real humans"* +- **Tone**: Warm, slightly cheeky, musician-coded humour +- **Logo concept**: A flat symbol (♭) with a question mark or waveform integrated +- **Color palette**: Dark background (#0f0f0f), accent in electric purple or warm amber + +--- + +*Document maintained by the WhatTheFlat open source community. 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