| name | Effective Memory |
| description | The essential habits for an AI agent with memory — session bookends, learning triggers, verification, safety, and the operational discipline that turns raw recall into compounding intelligence. Pinned, always-injected. |
| version | 1.1.0 |
| creator | plur-ai |
| license | MIT |
| tags | ["memory","learning","best-practices","session-management","feedback","safety","verification","discipline","time"] |
| x-datacore | {"id":"effective-memory","injection_policy":"on_match","match_terms":["memory","learn","remember","session","feedback","engram","forget","correction","preference","recall","verification","safety","plur"],"domain":"plur.best-practices","engram_count":12} |
Effective Memory
Your agent has memory. These habits make it actually useful.
Without them, memory is a growing pile of assertions nobody retrieves. With them, memory compounds — each session builds on the last, corrections stick, and the agent gets measurably better over time.
This pack is pinned in PLUR 0.9.4+. Engrams here bypass keyword gating and are always eligible for injection at session start. They cover the meta-rules every agent needs regardless of domain: how to capture corrections, when to recall before answering, what "verified" means, how to stay safe with destructive actions, and why never to type a weekday from memory.
Install
npx @plur-ai/cli@0.9.4 packs install effective-memory
(In 0.9.4+, plur init auto-installs this pack — manual install is rarely needed.)
What's inside
12 engrams covering:
- Capture — call
plur_learn immediately on corrections; detect correction-shaped phrases.
- Recall —
plur_recall_hybrid before factual answers; don't confabulate.
- Session lifecycle — bookend with
plur_session_start / plur_session_end; plur_feedback on injected engrams; plur_timeline for long-horizon agents.
- Verification — artifact-first; never bulk-mark as done from narrative text.
- Safety — irreversible actions need actual user confirmation and one-item dry-runs.
- Discipline — read before edit; don't ask "want to continue?" mid-task.
- Time — never type a day-of-week from memory.
Why pinned
Pinned engrams (introduced in PLUR 0.9.4) bypass the keyword-relevance gate in scoreEngram and per-pack/per-domain caps in fillTokenBudget. They are always eligible for injection regardless of how the user's query keywords overlap with the engram statement. Use this for cross-cutting meta-rules only; pinning everything defeats the purpose.
Versioning
| Version | Changes |
|---|
| 1.1.0 | Consolidated plur-required meta-rules into this pack. All engrams now pinned: true. Added verification, safety, discipline, and time-handling rules. Engram count 8 → 12. |
| 1.0.0 | Initial pack — 8 engrams covering session bookends, learning triggers, and feedback loops. |
