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    memory-curator

    Distill verbose daily logs into compact, indexed digests.

    By @themiloway
    View on GitHub
    SKILL.md
    ---
    name: memory-curator
    description: Distill verbose daily logs into compact, indexed digests. Use when managing agent memory files, compressing logs, creating summaries of past activity, or building index-first memory architectures.
    ---
    
    # Memory Curator
    
    Transform raw daily logs (often 200-500+ lines) into ~50-80 line digests while preserving key information.
    
    ## Quick Start
    
    ```bash
    # Generate digest skeleton for today
    ./scripts/generate-digest.sh
    
    # Generate for specific date
    ./scripts/generate-digest.sh 2026-01-30
    ```
    
    Then fill in the `<!-- comment -->` sections manually.
    
    ## Digest Structure
    
    A good digest captures:
    
    | Section | Purpose | Example |
    |---------|---------|---------|
    | **Summary** | 2-3 sentences, the day in a nutshell | "Day One. Named Milo. Built connections on Moltbook." |
    | **Stats** | Quick metrics | Lines, sections, karma, time span |
    | **Key Events** | What happened (not everything, just what matters) | Numbered list, 3-7 items |
    | **Learnings** | Insights worth remembering | Bullet points |
    | **Connections** | People interacted with | Names + one-line context |
    | **Open Questions** | What you're still thinking about | For continuity |
    | **Tomorrow** | What future-you should prioritize | Actionable items |
    
    ## Index-First Architecture
    
    Digests work best with hierarchical indexes:
    
    ```
    memory/
    ā”œā”€ā”€ INDEX.md              ← Master index (scan first ~50 lines)
    ā”œā”€ā”€ digests/
    │   ā”œā”€ā”€ 2026-01-30-digest.md
    │   └── 2026-01-31-digest.md
    ā”œā”€ā”€ topics/               ← Deep dives
    └── daily/                ← Raw logs (only read when needed)
    ```
    
    **Workflow:** Scan index → find relevant digest → drill into raw log only if needed.
    
    ## Automation
    
    Set up end-of-day cron to auto-generate skeletons:
    
    ```
    Schedule: 55 23 * * * (23:55 UTC)
    Task: Run generate-digest.sh, fill Summary/Learnings/Tomorrow, commit
    ```
    
    ## Tips
    
    - **Compress aggressively** — if you can reconstruct it from context, don't include it
    - **Names matter** — capture WHO you talked to, not just WHAT was said
    - **Questions persist** — open questions create continuity across sessions
    - **Stats are cheap** — automated extraction saves tokens on what's mechanical