wanshuiyin/Auto-claude-code-research-in-sleep
research-pipeline
Full end-to-end research pipeline: from a broad research direction through idea discovery, experiments, and review all the way to a polished paper PDF. Use when user says \"全流程\", \"full pipeline\", \"从找idea到投稿\", \"end-to-end research\", or wants the complete autonomous research lifecycle.
Before you install
- Last update
- Files in folder
- 1
- Scripts
- No script files found
- SKILL.md size
- 23 KB (about 5,890 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@research-pipelineRuns 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@research-pipeline --agent claude-code -y- Project install writes to
.claude/skills/research-pipeline- Global install writes to
~/.claude/skills/research-pipeline
Start a new session afterwards so the agent picks the skill up. In Claude Code you can also call it directly with /research-pipeline.
What it does
Full Research Pipeline: Idea → Experiments → Submission ⏱ External cadence: non-judgmental heartbeat only. An overnight /loop / CronCreate heartbeat may wake, detect a stalled phase (no progress, dead process, blocked on a freed resource) and nudge it forward — it may NEVER decide the work is good (paper good enough, proof holds, claim supported). Every such verdict stays on its own skill's internal cadence and terminates in the cross-model jury. A heartbeat may say "keep going," never "good enough." See shared-references/external-cadence.md (overnight-pipeline rule + stall detection & forced…
Excerpt from the skill's own SKILL.md. Read the full file on GitHub before installing: skills run with your agent's permissions.
Categories
Related skills
- paper-figure
wanshuiyin/Auto-claude-code-research-in-sleep
Generate publication-quality figures and tables from experiment results. Use when user says \"画图\", \"作图\", \"generate figures\", \"paper figures\", or needs plots for a paper.
- paper-figure
wanshuiyin/Auto-claude-code-research-in-sleep
Generate publication-quality figures and tables from experiment results. Use when user says \"画图\", \"作图\", \"generate figures\", \"paper figures\", or needs plots for a paper.
- research-lit
wanshuiyin/Auto-claude-code-research-in-sleep
Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers.
- semantic-scholar
wanshuiyin/Auto-claude-code-research-in-sleep
Search published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API. Complements /arxiv (preprints) with citation counts, venue metadata, and TLDR. Use when user says "search semantic scholar", "find IEEE papers", "find journal papers", "venue papers", "citation search", or wants published literature beyond arXiv preprints.
583 installs 18K - idea-discovery
wanshuiyin/Auto-claude-code-research-in-sleep
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.
- idea-creator
wanshuiyin/Auto-claude-code-research-in-sleep
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 research area for publishable directions.