idea-discovery - Run a complete research idea discovery pipeline
Orchestrates literature surveying, idea generation, novelty checks, pilot validation, critical review, and experiment planning.
Tags
Updated: 2026-09-30Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Load research briefs
- Summarize reference papers
- Survey research literature
- Generate and filter ideas
- Run pilot experiments
- Verify idea novelty
- Review surviving ideas
- Refine research methods
- Plan experiments
- Render reports to HTML
Inputs
- Research direction
- Research brief
- Reference paper
- User feedback
- Compute resources
- GPU resources
Outputs
- Landscape summary message
- idea-stage/IDEA_REPORT.md
- idea-stage/REF_PAPER_SUMMARY.md
- refine-logs/FINAL_PROPOSAL.md
- refine-logs/EXPERIMENT_PLAN.md
- refine-logs/EXPERIMENT_TRACKER.md
- Pilot results
- HTML report
Requirements
- OpenAI-supported reviewer model
- Secondary Codex agent
- Literature search access
- Available GPUs for pilots