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/compile

Compile raw sources into dense, interlinked reference and concept cards, and mine the concepts a compiled card left implicit.

From plugin
magi
711 skills1 hook

Claude Code

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

SKILL.md

compile.SKILL.md
name: compile
description: "Compile raw sources into dense, interlinked reference and concept cards, and mine the concepts a compiled card left implicit."
commands:
  compile: "Compile raw sources into wiki cards, and enrich thin ones."
origin: magi

compile

When to use

`magi next` reports a compile backlog, or `magi wiki uncompiled` lists sources with no card.

Method

1. `magi wiki uncompiled` — the backlog. Nothing else decides what is next. 2. One sub-agent per source, at most 10 at once. Each reads the raw file and writes one card using `<SKILL_DIR>/templates/paper_template.md`, creating concepts with `magi wiki add-concept --name/--source/--content` as it goes. 3. Every claim's `SOURCE:` points at the `raw/` file, never at another card. 4. Thin cards: `magi wiki placeholders <card.md>` and `magi stats concept-density <card.md>`, one card at a time. Under ~5 links or ~2 per 1000 words, mine the source for the concepts it actually contains — never invent one it does not. 5. `magi lint --fix` first, then `magi wiki reindex`. That order matters: reindex reads what lint has already normalised. 6. `magi graph build` and `magi index` to make it findable.

Rules

  • **Never** start the fan-out without saying how many: "12 sources, so 12

sub-agent calls" is a sentence a person can stop. Ten concurrent is the ceiling.

  • **Never** write a card that reads complete while a section is `[STUB:

Awaiting synthesis]` without saying so in your report. **Partial** work is reported as partial.

  • Collect the questions your sub-agents could not ask (Invariant 4) and put

them to the human once, when the batch reports back.

  • Cards are compiled, not authored: to change one, change the source and

recompile.

  • `\text{[omitted: …]}` in a formula is a figure the conversion removed: never quote it as the author's words.
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 compile.

Which coding agents can use compile?
compile 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.