claims-extractor

Installation
SKILL.md

Claims Extractor

Transforms manuscript text into a traceable claim ledger for paper-review.

Input

  • output/PAPER.md

Output

  • output/CLAIMS.md

Contract

Each claim block must include:

  • claim text
  • type: empirical or conceptual
  • scope
  • source pointer back into output/PAPER.md

Script boundary

scripts/run.py should:

  • detect claim-like sentences
  • normalize them into stable claim blocks
  • attach source pointers
  • separate empirical and conceptual claims

Keep parsing and ranking heuristics in shared review tooling, not in the skill script.

Acceptance

  • output/CLAIMS.md exists
  • every claim has a source pointer
  • empirical and conceptual claims are separated

Non-goals

  • judging whether a claim is good
  • generating evidence gaps
  • writing review prose
Related skills
Installs
31
GitHub Stars
429
First Seen
Jan 23, 2026