Claims Extractor Skill | Agent Skills

Claims Extractor

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

Input

output/PAPER.md

Output

output/CLAIMS.md
output/CLAIMS.jsonl (review-claim.v1, one addressable claim per line)

Contract

Each claim block must include:

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

The Markdown and JSONL files are two views of the same claim records. Downstream skills should prefer JSONL and retain Markdown fallback for older Workspaces.

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
output/CLAIMS.jsonl exists and every record has a stable claim_id
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

Agent Skills: Claims Extractor

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