fan-out-research
fan-out-research is a Web research & fact-checking skill for AI agents, published by suzuken in the dotfiles repository on GitHub. Skillspace rates fan-out-research D (66/100) and it passed the safety scan; the rating is based on static analysis only.
経営判断・戦略・投資の中心命題を、執筆前に「反証テスト」にかける方法論。資料の主張を 3-5 個の検証可能な claim に分解し、deep-research や複数 subagent でファンアウトして各 claim を敵対的に (反証を探す形で) 検証し、refuted / caveat を確定させてから執筆に入る。 戦略資料・投資判断・経営提案を作る前、または「この前提は本当に正しいのか」「市場・競合・トレンドは実際どうなっているか」を確かめたいときは必ずこの skill を使う。資料を書き上げてから前提が崩れて作り直す事故を防ぐ。 実行エンジンは deep-research skill や Workflow / 複数 subagent — この skill は「いつ・何を・どう割って・どう検証するか」の設計を担う。単純な一次情報の取り込み (社内資料の読み込み) は source-fact-intake、軽い事実確認 1 件には使わない。
- Grade
- D
- Quality
- 66 / 100
- Safety
- Passed
- GitHub stars
- 43
Unproven: rated by static analysis only, not yet compared head-to-head.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 84 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
- Adoption
- Adopted by 0 other repositories, in 0 collections
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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