Managing Memory

Managing Memory

Role in the loop: PERSIST distilled knowledge that survives across sessions. This is the agent's long-term brain. It does NOT log raw events (that's recording-practices) or analyze patterns (that's running-retros).

The critical distinction:

• recording-practices writes: "2026-02-09 — nil map panic in config loader" (raw event, full detail)
• managing-memory writes: "[2026-02-09] Always initialize maps in struct constructors — nil maps panic on write (see error-experience/2026-02-09-nil-map-panic.md)" (one-line rule, linked to evidence)

Precise Trigger Conditions

Activate this skill ONLY when ALL three conditions are met:

Examples that PASS the test:

Examples that FAIL the test:

Memory File Structure

docs/memory/long-term.md:

# Long-term Memory

> Updated: YYYY-MM-DD HH:MM

## Active Memory

### Architecture & Design
- [YYYY-MM-DD] <one-line actionable knowledge>

### Conventions & Patterns
- [YYYY-MM-DD] <one-line actionable knowledge>

### Technical Decisions
- [YYYY-MM-DD] <decision> — rationale: <why> (see docs/plans/...)

### Known Pitfalls
- [YYYY-MM-DD] <pitfall> — prevention: <what to do> (see error-experience/...)

### Environment & Config
- [YYYY-MM-DD] <one-line actionable knowledge>

Operations

PERSIST — Add new knowledge

1. Check if a similar item already exists → update it instead of duplicating
2. Write ONE line under the appropriate section
3. Link to evidence: (see error-experience/YYYY-MM-DD-slug.md) or (see plans/YYYY-MM-DD-slug.md)
4. Update the Updated: timestamp at the top

Format: - [YYYY-MM-DD] <imperative actionable statement> (see <evidence link>)

Concrete example:

### Known Pitfalls
- [2026-02-09] Always initialize maps in Go struct constructors — nil map assignment panics at runtime, not compile time (see error-experience/2026-02-09-nil-map-panic.md)

If the item needs more than one line of explanation → create docs/memory/topics/<topic>.md and put a pointer in long-term.md:

### Technical Decisions
- [2026-02-09] Chose token bucket for rate limiting over sliding window — see memory/topics/rate-limiting.md

LOAD — Session startup

Executed by using-compound-engineering skill, not directly by this skill.

UPDATE — Correct existing knowledge

When knowledge changes:

- [2026-01-15] Use Redis for caching → [2026-02-09] Updated: Use in-memory cache for single-instance, Redis only for multi-instance

When knowledge was wrong:

- ~~[2026-01-15] sync.Pool is always faster for allocations~~ → [2026-02-09] Corrected: sync.Pool only helps when allocation rate is high AND objects are large

CURATE — Prune stale knowledge

Triggered by running-retros or when items exceed 50:

1. For each item, score: recency (referenced in last 30 days?) × impact (prevented a bug or saved time?) × relevance (still applies to current codebase?)
2. Items scoring low on ALL three → move to docs/memory/archive/YYYY-MM-archive.md
3. Target: 30–50 active items. Below 30 is fine. Above 50 means you're not curating enough.

Key Principles

• One line per item. If you need more, use a topic file.
• Link to evidence. Every item traces to a plan, entry, or decision.
• Imperative voice. "Always do X" or "Never do Y" — not "X is related to Y."
• Curate ruthlessly. 40 sharp items beat 200 vague ones.

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