research-pipeline

# Full Research Pipeline: Idea → Experiments → Submission End-to-end autonomous research workflow for: **$ARGUMENTS** ## Constants - **AUTO_PROCEED = true** — When `true`, Gate 1 auto-selects the top-ranked idea (highest pilot signal + novelty confirmed) and continues to implementation. When `false`, always waits for explicit user confirmation before proceeding. - **ARXIV_DOWNLOAD = false** — When `true`, `/research-lit` downloads the top relevant arXiv PDFs during literature survey. When `false` (default), only fetches metadata via arXiv API. Passed through to `/idea-discovery` → `/research-lit`. - **HUMAN_CHECKPOINT = false** — When `true`, the auto-review loops (Stage 4) pause after each round's review to let you see the score and provide custom modification instructions before fixes are implemented. When `false` (default), loops run fully autonomously. Passed through to `/auto-review-loop`. > 💡 Override via argument, e.g., `/research-pipeline "topic" — AUTO_PROCEED: false, human checkpoint: true`. ## Overview This skill chains the entire research lifecycle into a single pipeline: ``` /idea-discovery → implement → /run-experiment → /auto-review-loop → submission-ready ├── Workflow 1 ──┤ ├────────── Workflow 2 ──────────────┤ ``` It orchestrates two major workflows plus the implementation bridge between them. ## Pipeline ### Stage 1: Idea Discovery (Workflow 1) Invoke the idea discovery pipeline: ``` /idea-discovery "$ARGUMENTS" ``` This internally ...