agent-memory-curator
Use after a session to promote useful episodic notes from logs/episodic/ into distilled, dated entries in MEMORY.md and memory/semantic/.
pinned to #7f8ee3cupdated 2 weeks ago
Ask your AI client: “install skills/agent-memory-curator”.
Requires the metahub MCP server installed in your client. Set up MCP.
mh install skills/agent-memory-curatormetahub onboarded this repo on the author's behalf.
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Stars
533
Last commit
2 weeks ago
Latest release
published
- #ai
- #ai-agent
- #ai-agents
- #fine-tuning
- #finetuning-llms
- #freamework
- #llm
- #llmops
- #local-development
- #mcp-server
- #memory
- #rag
- #rag-chatbot
- #voice-agent
Evaluation report
WarningsAutomated checks the publisher passed at publish time — structure, docs, safety, and whether the artifact behaves as claimed.7f8ee3c· 2 weeks ago
Documentation
41Description quality
19 words · 137 chars — "Use after a session to promote useful episodic notes from logs/episodic/ into di…"
README is present and substantial
19,199 chars · 20 sections · 2 code blocks
Tags / topics declared
14 total — ai, ai-agent, ai-agents, fine-tuning, finetuning-llms, freamework (+8)
README has usage / example sectionswarn
README has no Usage / Example / Quick start / Installation heading at any level
Add a `# Usage`, `## Quick start`, or similar section so end users can copy/paste a working invocation. Code blocks alone work too if there are several.
Homepage / docs URL declared
no homepage declared (registry will use the repo URL) — info-only, not blocking
Release history
1- releasecurrent7f8ee3cwarn2 weeks ago
Contents
When to use
- End of a working session
- After resolving an incident worth remembering
- When
MEMORY.mdhas grown stale or contradictory
When NOT to use
- During a session (don't write memory mid-flight from low-confidence signals)
- For raw transcripts (those stay in
logs/)
Inputs
| Name | Type | Required | Notes |
|---|---|---|---|
since | date | no | default: last curation time |
categories | list | no | restrict to e.g. [user, project, decision] |
Workflow
- Read new episodic logs in
logs/episodic/sincesince - Distill each notable event into a one-line dated entry
- Categorize into: user / project / decision / feedback / open question
- Reconcile: if a new entry contradicts an existing one, update the existing one rather than appending; move the old fact to "Outdated"
- Apply rules from
references/memory-distillation-rules.md - Write to
MEMORY.md(index) andmemory/semantic/<topic>.md(details) - Verify no PII / secrets leaked into memory
- Report summary of additions / updates / deletions
References
Success criteria
- Every new entry is dated
- No duplicate entries (search before adding)
- No PII / secret values
- Outdated entries moved, not deleted in-place
Failure modes
- Conflicting evidence → mark as "Open question" rather than guessing
- Source untrusted (e.g., from MCP/web fetch) → require human confirm before promotion
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mh install skills/agent-memory-curator