Prune Agent Memory
Skill Verified ActiveAudit, classify, and selectively forget stored memories. Covers memory enumeration and classification by type/age/access frequency, staleness detection for outdated references, fidelity checks using external anchors, a decision tree for selective deletion, counter-memory inoculation for failed strategies that would otherwise be re-derived, preemptive filtering rules for what should never become memories, and an audit trail so forgetting itself is reviewable. Use when memory has grown large and uncurated, when project state has shifted significantly since memories were written, when retrieval quality has degraded, or as periodic maintenance alongside manage-memory.
To maintain a lean and relevant agent memory by systematically auditing, classifying, and selectively forgetting stored information, ensuring that memory remains a valuable asset rather than a burden.
Features
- Memory enumeration and classification
- Staleness detection for outdated references
- Fidelity checks using external anchors
- Decision tree for selective deletion
- Counter-memory inoculation against re-derivation
- Preemptive filtering rules for memory pollution
Use Cases
- When memory has grown large and uncurated
- When project state has shifted significantly
- When retrieval quality has degraded
- As periodic maintenance alongside manage-memory
Non-Goals
- Organizing and growing memory
- Writing new memory entries
- Managing memory structure
Practical Utility
- info:Usage examplesWhile the procedure is detailed, explicit, ready-to-use end-to-end examples showing input, invocation, and outcome are not provided, only bash snippets.
Installation
/plugin install agent-almanac@pjt222-agent-almanacQuality Score
VerifiedTrust Signals
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