Skip to content
Data
Skill

/research

Investigate a question across the project from several angles at once, verify what comes back, and land it as propositions plus at most one synthesis.

From plugin
magi
711 skills1 hook

Claude Code

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

SKILL.md

research.SKILL.md
name: research
description: "Investigate a question across the project from several angles at once, verify what comes back, and land it as propositions plus at most one synthesis."
commands:
  research: "Investigate a question from several angles and land the findings."
origin: magi

research

When to use

A question worth more than one search — including "find what contradicts what", which is this skill with an adversarial brief, not a separate one.

Method

1. Decompose the question into 3–6 angles that would disagree with each other. Say how many sub-agents that is before starting; 10 concurrent is the ceiling. 2. Each sub-agent searches the project only and returns findings in the block form `CLAIM: / EVIDENCE: "<quote>" / SOURCE_TYPE: / SOURCE:`, one per finding, `SOURCE` pointing into `raw/`. 3. Collect into `scratch/`, then `magi verify <the scratch/ file you just wrote> --project-dir . --json`. Unverified findings are reported as unverified, in their own section — never merged into the rest. 4. Every finding that has a truth value becomes a proposition: `magi thread new <slug> --kind proposition --title "<name>" --claim "<statement>" --purpose "<why>"`. A contradiction is one proposition with both sources posted to it, which puts it on the decision queue where a person will see it. 5. At most one long-form output: `wiki/topics/<slug>.md` with `type: synthesis`. If there is nothing to synthesise, the propositions are the result. 6. `magi validate <the synthesis>`, then `magi lint --fix`.

Rules

  • **Never** report a synthesis as complete when an angle returned nothing.

Name the angle that came back empty; a **partial** sweep read as whole is the failure this whole pipeline is arranged against.

  • **Never** let a sub-agent answer from its own knowledge. The project is the

only source; a finding with no `SOURCE:` in `raw/` is not a finding.

  • Gather the questions the angles could not ask (Invariant 4) and ask the

human once, at the end. Asking for a prediction means quoting the **claim**, what evidence already exists, and what would falsify it — never a bare slug.

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

Other skills on magi.

adopt

adopt

Take a folder that already holds research — papers, notes, code, half-written drafts — into MAGI, without breaking what is…

@misaka16384@misaka16384Install Skill
ask

ask

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

@misaka16384@misaka16384Install Skill
brief

brief

Write the one thing a person reads after an unattended run — its report — and the lecture notes that prepare them for it, in…

@misaka16384@misaka16384Install Skill
compile

compile

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

@misaka16384@misaka16384Install Skill
discuss

discuss

Talk a run over with the person until it can be written down — motivation, directions, what is not worth it, when to stop, their…

@misaka16384@misaka16384Install Skill
ingest

ingest

Turn whatever the human has — a PDF, a link, a DOI, a screenshot of a citation — into raw/ sources this project can compile.

@misaka16384@misaka16384Install Skill

More skills from other plugins.

context-loader
Auto-invoked

context-loader

Search memories from earlier Pi sessions in this repository. Use it when earlier work may already explain the code, error,…

mem04d69k
@mem0ai@mem0aiInstall Skill
analyzing-ai-citations

analyzing-ai-citations

Answer AI citation and answer engine optimization (AEO) questions in PostHog: whether AI answer engines (ChatGPT, Claude, and an…

posthog10d41k
@posthog@posthogInstall Skill

Questions about research.

Which coding agents can use research?
research 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.