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research

Skill5 starsChanged 3 months agoMITView on GitHub

针对问题调查高可信 primary sources，并将带引用的结果写入仓库 Markdown 文件；当用户要求 research、收集文档或 API 事实，或将阅读工作委派给 background agent 时使用。

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

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  • 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

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SKILL.md

启动一个**后台智能体（background agent）**开展调研，这样它在阅读资料时你仍可继续工作。

它的任务：

  1. 依据**一手来源（primary sources）**调查问题：包括官方文档、源代码、规格和第一方 API（first-party APIs）：而不是依据对它们的二手解读。每一项主张都要追溯到对其负责的原始来源。
  2. 将调查结果写入一个 Markdown 文件，并为每一项主张标注来源。
  3. 将文件保存到仓库现有的此类笔记目录中并遵循既有约定；如果没有约定，就放在合理的位置并说明保存位置。

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