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Get Started Free →yogsoth-ai/claim-writing
Blind-rewrite a citing sentence (citance) from another paper into a single atomic, independently-verifiable claim (SciFact's annotation protocol) — never looking at the cited paper's content while rewriting. Use this when you have a specific citing sentence and want it decomposed into checkable atomic claims, as the first step before rationale-selection and claim-label-prediction.
Passed 14 of 23 test cases with the skill, and 6 of 23 without it.
and 8 more in the full report
8 fixed6 passed either way9 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
Here is a claim: 'Diffusion models achieve higher Inception Score than GANs' and a passage from a paper. Please evaluate whether the passage SUPPORTS, REFUTES, or NOT ENOUGH INFO for this claim.
| Checked | Without skill | With skill |
|---|---|---|
| Classifies the stance using standard SciFact verification labels | Missed | Passed |
| Performs stance classification directly instead of delegating to a claim-writing subagent | Missed | Passed |
The instructions your model reads when the skill loads.
Blind rewrite of a citance into an atomic verifiable claim — first step of the SciFact 3-chain.
Subagent — spawned via spawn-agent skill.
SciFact's own method requires a citance — a sentence FROM ANOTHER PAPER that cites the paper under study. paper-fetch only ever retrieves the text of the single paper being read; it has no mechanism to discover or supply a citance about that paper. Callers using this SOP must supply citance themselves (e.g. from a specific citation-verification task they already have in hand) — this SOP cannot be exercised end-to-end starting only from a paper_ref, unlike every other SOP in this package. Do not "fix" this by having paper-fetch search for citing sentences; that would break paper-fetch's decoupled, single-purpose design (spec §9).
| SOP | When to use |
|---|---|
| spawn-agent | Spawn a customized CC subagent with full MCP tool access. |
test cases passed, vs 6 / 23 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.