💭 Daydream — Quote Mining & Note Synthesis Engine

💭 Daydream — Quote Mining & Note Synthesis Engine

## Vision
An autonomous system that mines your Apple Notes, voice transcripts, and conversations to discover meaningful one-liners, quotes, and seeds that can become MFP content.

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🎯 Core Functions

### 1. Quote Mining
- Scan Apple Notes for potential one-liners
- Extract quotable fragments from longer notes
- Identify philosophical/motivational patterns matching MFP voice
- Flag notes that could become poems

### 2. Note Cleanup Chain
- Iteratively process messy notes
- Create linked chains of related thoughts
- Consolidate duplicates
- Tag with MFP themes (time, confidence, purpose, etc.)

### 3. Content Seeding
- Feed discovered quotes to Daily MFP pipeline
- Generate new poem drafts from one-liners
- Create illustration prompts from themes

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📊 Data Sources

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🔄 Pipeline

┌─────────────────────────────────────────────────────────────┐
│                    DAYDREAM PIPELINE                        │
├─────────────────────────────────────────────────────────────┤
│                                                             │
│  ┌──────────────┐    ┌──────────────┐    ┌──────────────┐  │
│  │    SCAN      │───▶│   EXTRACT    │───▶│   CLASSIFY   │  │
│  │   Sources    │    │    Quotes    │    │    Theme     │  │
│  └──────────────┘    └──────────────┘    └──────────────┘  │
│                                                   │         │
│                                                   ▼         │
│  ┌──────────────┐    ┌──────────────┐    ┌──────────────┐  │
│  │   STORE      │◀───│   REFINE     │◀───│   SCORE      │  │
│  │  Daydreams   │    │   Polish     │    │   Quality    │  │
│  └──────────────┘    └──────────────┘    └──────────────┘  │
│         │                                                   │
│         ▼                                                   │
│  ┌──────────────┐                                          │
│  │  DAILY MFP   │  ← Feeds into content pipeline           │
│  │   Pipeline   │                                          │
│  └──────────────┘                                          │
│                                                             │
└─────────────────────────────────────────────────────────────┘

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📁 Storage

Desktop/Meaning Full Power/content/daydreams/
├── raw/                    # Unprocessed extractions
│   └── 2026-02-09.json
├── refined/                # Polished quotes ready for use
│   └── quotes.json
├── chains/                 # Linked note chains
│   └── chain-001.json
└── state.json              # Processing state

Daydream Object

{
  "id": "daydream-001",
  "source": "apple-notes",
  "sourceRef": "note-id-or-path",
  "raw": "Original text as found",
  "refined": "Polished version",
  "theme": "confidence",
  "score": 0.85,
  "status": "ready",
  "createdAt": "2026-02-09T01:45:00Z",
  "usedAt": null
}

---

🎨 MFP Voice Patterns

When scoring quotes, look for:
- Directness — Speaks to the reader ("you")
- Philosophical depth — Bigger picture thinking
- Actionable — Calls to change/growth
- Metaphorical — Uses imagery (coins, paths, light)
- Rhythmic — Natural flow, could become verse

### Theme Keywords
| Theme | Keywords |
|-------|----------|
| time | life, moment, day, years, clock, fleeting |
| confidence | brave, bold, fear, strong, power |
| purpose | meaning, why, reason, goal, mission |
| connection | together, we, share, soul, whole |
| healing | broken, mend, time heals, wounds, scars |
| action | chase, move, do, start, begin, change |
| fulfillment | content, joy, satisfied, full, complete |

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⏰ Cron Schedule

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🔧 Integration with Daily MFP

When Daily MFP runs:
1. Check `daydreams/refined/quotes.json` for unused quotes
2. If quote found with score > 0.8:
- Transform into poem format
- Generate illustration
- Post as "Daily Daydream" variant
3. Mark daydream as used

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📝 Note Cleanup Chain

### Process
1. Export all notes from a folder
2. Identify related notes (semantic similarity)
3. Create chain linking related thoughts
4. Consolidate into single refined note
5. Archive originals

Chain Structure

{
  "chainId": "chain-001",
  "theme": "time",
  "notes": [
    {"id": "note-1", "title": "Quick thought", "created": "..."},
    {"id": "note-2", "title": "Follow-up", "created": "..."}
  ],
  "consolidated": "Final merged content",
  "status": "active"
}

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🚀 Implementation Phases

### Phase 1: Manual Scan
- [ ] Export notes via `memo notes -ex`
- [ ] Parse exported files
- [ ] Extract quotes manually for review

### Phase 2: Automated Mining
- [ ] Cron job for weekly scans
- [ ] Auto-scoring with theme detection
- [ ] Feed to Daily MFP queue

### Phase 3: Chain Building
- [ ] Note similarity detection
- [ ] Auto-chain creation
- [ ] Cleanup recommendations

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Last Updated: 2026-02-09