wanshuiyin/Auto-claude-code-research-in-sleep
idea-discovery
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.
Before you install
- Last update
- Files in folder
- 1
- Scripts
- No script files found
- SKILL.md size
- 27 KB (about 6,912 tokens of context each time it loads)
- License
- MIT
- Source on GitHub
- wanshuiyin/Auto-claude-code-research-in-sleep
Skills are plain text instructions the agent follows, sometimes with scripts. Check the source, prefer repositories with many installs and stars, and read any script it ships.
Install
npx skills add wanshuiyin/Auto-claude-code-research-in-sleep@idea-discoveryRuns in a terminal with Node.js 18 or newer. Add -y to skip the prompts and -g to install for every project instead of this one.
Install for your agent
npx skills add wanshuiyin/Auto-claude-code-research-in-sleep@idea-discovery --agent claude-code -y- Project install writes to
.claude/skills/idea-discovery- Global install writes to
~/.claude/skills/idea-discovery
Start a new session afterwards so the agent picks the skill up. In Claude Code you can also call it directly with /idea-discovery.
What it does
Workflow 1: Idea Discovery Pipeline Orchestrate a complete idea discovery workflow for: $ARGUMENTS Overview This skill chains sub-skills into a single automated pipeline: Each phase builds on the previous one's output. The final deliverables are a validated idea-stage/IDEAREPORT.md with ranked ideas, plus a refined proposal (refine-logs/FINALPROPOSAL.md) and experiment plan (refine-logs/EXPERIMENTPLAN.md) for the top idea. Constants - PILOTMAXHOURS = 2 — Skip any pilot experiment estimated to take 2 hours per GPU. Flag as "needs manual pilot" in the report. - PILOTTIMEOUTHOURS = 3 — Hard…
Excerpt from the skill's own SKILL.md. Read the full file on GitHub before installing: skills run with your agent's permissions.
Categories
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