skillboardUpdated every 6 hours
skillboardFull research pipeline: Workflow 1 (idea discovery) → implementation → Workflow 2 (auto review loop). Goes from a broad research direction all the way to a submission-ready paper. 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.
Full Research Pipeline: Idea → Experiments → Submission End to end autonomous research workflow for: $ARGUMENTS Constants AUTO PROCEED true — When , Gate 1 auto selects the top ranked idea (highest pilot signal + novelty confirmed) and continues to implementation. When , always waits for explicit user confirmation before proceeding. ARXIV DOWNLOAD false — When , downloads the top relevant arXiv PDFs during literature survey. When (default), only fetches metadata via arXiv API. Passed through to…
Full body not shown for this license – view the source on GitHub →Copy a source-pinned command for your client. You run it yourself.
Destination: .claude/skills/research-pipeline · pinned to the source commit
git clone https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git
cd Auto-Empirical-Research-Skills
git checkout 692e9fa3fea40bbdf614584d461851f8fb968ac2
mkdir -p ".claude/skills/research-pipeline"
cp -r "skills/42-wanshuiyin-ARIS/skills/research-pipeline" ".claude/skills/research-pipeline"Review the source before running. This copies files into your project; it is not a one-click install and does not verify runtime safety.
Scanner static-checks@0.1.0 · commit 692e9fa3fea4. Static checks cannot prove runtime safety – review the source and the exact diff before installing. How checks work.
No static rules matched. This is not a safety guarantee.