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Skill

/ask

Answer a question from this project's own knowledge — retrieved, read and cited, never from memory.

From plugin
magi
711 skills1 hook

Claude Code

$ npx -y skills add misaka16384/magi --skill ask --agent claude-code

SKILL.md

ask.SKILL.md
name: ask
description: "Answer a question from this project's own knowledge — retrieved, read and cited, never from memory."
commands:
  ask: "Answer a question from this project's own sources, with citations."
origin: magi

ask

When to use

Any question about what this project knows. Also when you are about to answer one from memory.

Method

1. `magi search "<question>"` — hybrid retrieval, the default route. Add `--line <line>` when the question comes from inside a research line: it ranks what that line is looking at higher without hiding the rest. 2. **Read the files it returns.** A search result is a pointer, not a source; citing a snippet you did not open is how a half-sentence becomes a claim. 3. About one concept: `magi wiki context --name "<concept>"` gives every paragraph that mentions it, which beats reassembling the card from search hits. 4. Structural questions — what links to what, which sources back a claim, what is unlinked: `magi graph query "<SQL>"`, or `magi graph browse` for the same without SQL. Exact strings: `magi grep "<text>" wiki/`. 5. Answer with inline `[[wikilinks]]` to the cards you actually read. Where the project does not know, say that instead of filling the gap. 6. A question the project cannot answer but should be able to is a gap worth keeping: one line in `inbox/notes.md`, or open it as a question with `magi thread new <slug> --kind question --title '<the question>' --purpose '<why it matters now>'`.

Rules

  • **Never** answer from parametric memory. If retrieval found nothing, the

answer is "this project does not have that", which is useful and true.

  • **Never** cite a reference card as the source of a claim; cite the `raw/`

file it was compiled from. A card can be wrong in the way the claim is trying to rule out.

  • Retrieval that returns nothing usually means the index is stale: `magi sync`

says so, and `magi index` fixes it.

Read more
@misaka16384
Ships withmagi

MAGI 是一个 agent-native 的科研工作环境:人是驾驶员,LLM agent 是机体,确定性的 magi CLI 是拘束具——三者同步率越高,科研越快。它把学术论文(PDF/LaTeX)摄入、编译为 Obsidian 兼容的概念卡片项目,并用三核架构管理完整的科研状态: 进入任意项目先跑 magi sync——它输出同步率、三核状态和逐条可执行的修复提示。magi radar 是文献雷达:定时发现相关新论文,并侦察"知识上应引用我方论文却未引用"的候选。同一份 skills 通吃 Claude

Stars on GitHub

Momentum

stars in total
7
Star history of Misaka16384/Wikify on GitHub, a chart by star-history.com

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Questions about ask.

Which coding agents can use ask?
ask installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.