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memory

Search an agent's long-term memory for people, projects, and other facts. Save important corrections immediately, update outdated entries, and remove errors or duplicates while respecting which notebooks the current conversation can read or change.

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Deliberately search, add to, or curate your long-term memory with the `memory` tool — beyond the automatic recall/capture every turn already does. Use when asked who someone is or what they're working on, when you learn a durable fact worth keeping now, or when your notebook holds stale or wrong entries you should clean up.

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适用场景

  • Recall a person's role or current work
  • Save facts that should be remembered later
  • Correct outdated or inaccurate information
  • Remove duplicate memory entries

包含的文件(1)

  • SKILL.md4.2 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

memory — search, write, and curate what you remember

Everything here goes through the typed memory tool. Memory is NOT a file: writing memory/MEMORY.md with files action write or shell commands lands on your computer's disk and is silently lost — the tool is the one real path.

Every turn already auto-recalls a bounded selection from your notebooks into "## What you remember" and auto-extracts facts after you reply. This skill is for what the automatic path misses:

  • Search (action: "search") — what you remember is bigger than what auto-recall injects. Search spans every notebook this conversation may read (personal, channel, org); when more than one is in reach, each hit is tagged with the notebook it came from. Matching is substring-based (all terms must match), so prefer distinctive terms (a name, a project) over sentences. An empty result means those terms found no match, not that nothing is recorded. Try fewer terms or alternate wording before concluding a fact is absent.
  • Read another notebook (action: "read", scope: "channel:…") — use the exact scope ID from a search result to load that authorized notebook. search accepts scope too, to narrow a query. Omit it to search all authorized notebooks or read the current notebook. Access comes from this turn's sharing policy; naming a scope never grants access. Other notebooks are read-only.
  • Write now (action: "add", facts: [{text}, …]) — when the user corrects you or tells you something they'll expect you to know later, persist it immediately instead of hoping post-turn extraction catches it. Write self-contained facts (who/what, with enough context to be useful cold). Duplicates are dropped; added in the reply is the count actually new.
  • Curate (action: "edit" with facts: [{id, text}, …], action: "delete" with ids) — search or read to get each fact's #id, then fix facts that changed and delete stale, duplicate, or wrong ones. A call naming any id that isn't in this conversation's notebook changes nothing and lists the bad ids. Curation is for quality — merging duplicates, deleting disproven facts — not for deleting things the user asked you to remember.

The notebook you write is this conversation's own (your personal one in a DM, the channel's in a channel). Other authorized notebooks can be searched/read, not rewritten here.

The org-admin write path uses the self-API instead, called with $AGENT_API_URL and $AGENT_API_TOKEN (both already in your environment on every turn — if they are unset, this instance has no self-API; say so rather than pretending).

Org-wide notebook (admins)

When the chatting user is an org admin, the self-API additionally accepts the org-wide notebook as a target:

curl -fsS -X POST "$AGENT_API_URL/v1/memory/facts" \
  -H "x-agent-capability: $AGENT_API_TOKEN" \
  -H "content-type: application/json" \
  -d '{"scope":"org","facts":["..."]}'

(?scope=org on GET /v1/memory/self; "scope":"org" in the body of PATCH /v1/memory/facts with {"facts":[{"id","text"}]} or DELETE /v1/memory/facts with {"ids":[…]} to curate.) Those writes land in the notebook every conversation in the org recalls, so confirm the wording with the admin before writing and keep personal facts out of it. A 403 org memory writes require an org admin means the user isn't one — say so rather than retrying (GET $AGENT_API_URL/v1/admin/whoami answers it definitively).

Failure modes

  • "memory isn't available in this conversation" — this conversation's memory policy forbids it; don't retry, just say memory is off here.
  • On a read-only wake (a heartbeat glance), memory can be searched and read but not written — save the fact on a normal turn instead.
  • 401 unauthorized from the self-API — your token expired mid-turn; this resolves on the next turn.

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