memory
GitHub提供长时记忆的搜索、写入和整理功能,支持跨笔记本检索、事实持久化及错误清理。
Trigger Scenarios
Install
npx skills add yc-software/qm --skill memory -g -y
SKILL.md
Frontmatter
{
"name": "memory",
"description": "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."
}
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.searchacceptsscopetoo, 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;addedin the reply is the count actually new. - Curate (
action: "edit"withfacts: [{id, text}, …],action: "delete"withids) — 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 unauthorizedfrom the self-API — your token expired mid-turn; this resolves on the next turn.
Version History
-
6803edb
Current 2026-10-18 18:21
重构为基于事实行的存储结构,引入语义回忆与向量嵌入,移除重写操作。
-
b6abeaf
2026-09-27 12:30
对齐技能与资源工具目录,保留Memorable CLI边界语义,使用显式分支映射CLI操作。
- 7f2c916 2026-08-02 21:47


