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retrieval-reflex

Check stored knowledge before answering substantive questions about a person, company, project, or other named subject. The skill retrieves the relevant page when needed and follows related links only when relationship details matter to the response.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

원문원문 설명 보기

When/what to retrieve — open the brain page for a salient entity before answering from memory.

garrytan/gbrain
설치 방법 보기

이럴 때 유용합니다

  • Checking saved notes before discussing a person
  • Verifying company or project details before a decision
  • Resolving an unfamiliar name in a conversation
  • Following linked pages to understand relationships

포함된 파일(1)

  • SKILL.md2.9 KB

SKILL.md(원문)

설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.

Retrieval Reflex — retrieve on demand, when an entity is salient

A person doesn't bulk-load their whole address book into working memory. They retrieve on demand, when an entity becomes salient, use it, and drop it. Encode that reflex. The brain probably has the data — if a name is salient and you haven't opened its page, open it before you answer.

Trigger policy — WHEN to retrieve

Retrieve when ANY of these holds AND the page isn't already loaded in context:

  • An entity (person / company / project / deal / place) is the subject of the message, or a decision/judgment about it is being made, or the exchange is substantive / relational / emotional about it.
  • A brain-page pointer appeared in context this turn (the deterministic layer told you the page exists) — open it before relying on details.
  • A name or term appears that you don't recognize and that looks notable → do a quick resolve (the human reflex).
  • You're about to assert a non-trivial detail about an entity (attribution, status, history) → verify against the brain first. Say "let me check", not a guess.

Skip trivial passing mentions, logistics pings, and anything already loaded. Judgment first — retrieve when it changes the quality of the reply, not reflexively.

Retrieval spec — WHAT to pull, and when to stop

Escalate only as far as the task needs:

  1. Pointer / metadata. If a pointer is already in context (slug + one-line summary), and the task only needs identity, stop there.
  2. Full page. When the entity is the subject or details matter, open it: get_page <slug> (MCP) — read the page before relying on specifics.
  3. Linked neighbors. Only when relationship context is needed, pull graph / backlinks for the slug.

Resolve only the name(s) the current task needs, use them, drop them. No bulk-loading the inner circle.

The failure this prevents

If you've discussed a named person for more than a message without opening their page, open it now. The write side captures everything; the read side only helps if you actually look.

See also: skills/query/SKILL.md (search the brain), skills/brain-ops/SKILL.md.

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