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idea-discovery

An AI agent skill from wanshuiyin/Auto-claude-code-research-in-sleep, scored 72 out of 100 by code.

72/ 100B

Code score by group

  • Spec18/20
  • Description12/20
  • Procedure12/15
  • Done criteria13/15
  • Resources5/10
  • Scripts2/8
  • Safety7/7
  • Upkeep3/5

It loses the most points in Description (8), the group that checks whether the description says what the skill does and when to use it.

What the author says it does

Workflow 1: Full idea discovery pipeline to go from a broad research direction to validated, pilot-tested ideas. Use when user says "找idea全流程", "idea discovery pipeline", "从零开始找方向", or wants the complete idea exploration workflow.

This is the description in the skill's own SKILL.md, written by its author, not by SkillCheatSheet.

Repository
wanshuiyin/Auto-claude-code-research-in-sleep
Folder
skills/idea-discovery
License
MIT
GitHub stars
19,072
SKILL.md lines
539
Other files
0

Add idea-discovery to your agent

npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill idea-discovery

The command uses the open skills CLI. A skill is instructions and scripts your agent will follow, so read it first: open the folder on GitHub at the commit that was scored.

Labelled for

More skills from wanshuiyin/Auto-claude-code-research-in-sleep

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  2. claims-drafting

    Draft patent claims for an invention. Use when user says "撰写权利要求", "draft claims", "写权利要求书", "claim drafting", or wants to create patent claims. The core skill of the patent pipel…

    Verified85A
  3. paper-compile

    Compile LaTeX paper to PDF, fix errors, and verify output. Use when user says "编译论文", "compile paper", "build PDF", "生成PDF", or wants to compile LaTeX into a submission-ready PDF.

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  4. figure-spec

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  5. rebuttal

    Workflow 4: Submission rebuttal pipeline. Parses external reviews, enforces coverage and grounding, drafts a safe text-only rebuttal under venue limits, and manages follow-up roun…

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  6. integrity-forensics

    Run the Anti-Autoresearch integrity-forensics sweep (span-anchored evidence ledger → GPT auditors propose findings → a rules-only reporter that lists every proposal with what the…

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  7. idea-creator

    Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a r…

    82B
  8. formula-derivation

    Structures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent derivation, or rewrite th…

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All skills in wanshuiyin/Auto-claude-code-research-in-sleep

Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.