Idea Generation

Generate and refine novel research ideas with literature-backed novelty assessment.

Input

• $0 — Research area, task description, or existing codebase context
• $1 — Optional: additional context (e.g., "for NeurIPS", constraints)

Scripts

Novelty check against Semantic Scholar

python ~/.claude/skills/idea-generation/scripts/novelty_check.py \
  --idea "Adaptive attention head pruning via gradient-guided importance" \
  --max-rounds 5

Performs iterative literature search to assess if an idea is novel.