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.
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When/what to retrieve — open the brain page for a salient entity before answering from memory.
安装前可以查看交给 AI 代理的指令内容。
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.
Retrieve when ANY of these holds AND the page isn't already loaded in context:
Skip trivial passing mentions, logistics pings, and anything already loaded. Judgment first — retrieve when it changes the quality of the reply, not reflexively.
Escalate only as far as the task needs:
get_page <slug> (MCP) — read the page before relying on specifics.graph / backlinks for the slug.Resolve only the name(s) the current task needs, use them, drop them. No bulk-loading the inner circle.
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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Check research claims cited in books, articles, or conversations by tracing the original paper, methods, underlying data, and independent replication. Save a sourced assessment explaining whether the claim holds up and what remains uncertain.
中文简介正在准备中。当前显示英语简介。
Explore old files and email archives to rediscover personal writing, ideas, and meaningful conversations. Review selected items one at a time, save worthwhile material as organized notes, and track progress within explicitly permitted folders.
中文简介正在准备中。当前显示英语简介。
Restructure raw article text stored in gbrain into summaries, exact quotes, key insights, and links to related pages. Preserve the original text and connect the article's significance to projects and interests already recorded in gbrain.
中文简介正在准备中。当前显示英语简介。
Present clear choices when a task needs a human decision, then pause execution until the user replies. This reusable interaction pattern supports filing decisions, priority selection, and confirmation before destructive actions, with an option to decline.
中文简介正在准备中。当前显示英语简介。
Collect public posts across a blog, newsletter, or feed archive and save clean Markdown pages for each article. The workflow avoids duplicates, supports resumed runs, repairs empty results, and hands articles to a separate enrichment skill.
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Create a detailed chapter-by-chapter reading companion from an EPUB or PDF, connecting the book’s ideas to experiences and words saved in your personal knowledge store. The result highlights parallels without prescribing actions.
中文简介正在准备中。当前显示英语简介。