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Suge8Suge8/friedbun/skills/search/research/SKILL.md

research

Skill12 starsChanged 8 days agoMITView on GitHub

调研、对比多个方案、查清某个机制并要带一手来源的结论时使用；只查单个事实或取 URL 正文用 web-search。

189 other projects use a version of this.

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Projects with it also use daily-arxiv, exp-eval and 10 more.

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Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • LambenthanSkill

    daily-arxiv

    每日从 arXiv 拉取新论文，过滤相关性，auto-ingest 高优先级论文，检测 SOTA 更新

    Also in 5 projects that use this

  • LambenthanSkill

    exp-eval

    实验判决门：Review LLM 独立评判实验结果 → 4 种判决路径 → 自动更新 claims confidence、ideas status、graph edges

    Also in 5 projects that use this

  • truongtv22Skill

    Problem-Solving Techniques

    Apply systematic problem-solving techniques for complexity spirals (simplification cascades), innovation blocks (collision-zone thinking), recurring patterns (meta-pattern recognition), assumption constraints (inversion exercise), scale uncertainty (scale game), and dispatch when stuck. Techniques derived from Microsoft Amplifier project patterns adapted for immediate application.

    Also in 5 projects that use this

  • liufeng1976Skill

    setup-ts-deep-modules

    Wire dependency-cruiser into a TypeScript repo so each package is a deep module — implementation hidden in subfolders, reachable only through its entry-point files. User-invoked.

    Also in 43 projects that use this

  • skyllwtSkill

    exp-pilot-eval

    Pilot result evaluation — read pilot results, apply success criteria, update idea page (pilot_result, failure_reason if failed), generate PILOT_VERDICT_REPORT. Called by /ideate Phase 5 after /exp-pilot-run.

    Also in 4 projects that use this

  • skyllwtSkill

    exp-pilot-run

    Pilot experiment execution — read Pilot Spec YAML, write pilot code, run experiment(Confirm with the user before operation and require the applicant to conduct manual inspection), return results. Called by /ideate Phase 5. Does NOT modify wiki pages or judge pass/fail.

    Also in 4 projects that use this

  • +5 more from Lambenthan
  • +1 more from skyllwt

The file

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SKILL.md

按 fan-out 扇出：默认中档；用户说仔细、查清楚，或结论直接影响决策时用高档。

调查纪律（委派或亲自执行相同）：

  1. 针对最新前沿一手来源（AI 与开发相关内容超过一年的信息可视为已过时）：官方文档、源代码、规范、第一方 API，把每条主张追溯到拥有它的来源。本地事实源（代码、git 历史、已装依赖）先查，联网用 web-search。
  2. 结论写进给用户的回复并附来源。只有用户明确要求留档，才写单个 Markdown 到仓库既有笔记目录，否则不写任何文件。

完成标准：每个子问题都有可引用的一手来源结论，或明确标记"未能证实"。

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