Forge and validate ideas across lenses
idea-forgeworkflowsetup L3★1
chenwu0926/idea-forge ↗What it does
Research topic, forge ideas, run venue-tied adversarial tournament
Best for
When forging novel research ideas for a specific venue and you want adversarial judges to rank by feasibility and contribution.
Inputs
- · topic: string
- · venue: AAAI|ACL|BIBM|MICCAI
- · dataPath: optional
Outputs
- · ranked research ideas with tournament scores and optimized winner
Requires
- · WebSearch
- · WebFetch
Preconditions
Venue bar and evaluation norms known; data optional
Failure modes
- · Research agents return unverified works
- · Idea drafts too broad (fails anti-假大空)
- · Tournament judges deadlock on scoring
Trust signals
- · Parallel research scouts per facet
- · Multi-lens idea generation (5+ lenses)
- · Venue-specific bar and acceptance criteria
- · Adversarial optimization with rebuttal phase