Trace numeric claims in paper drafts to on-disk result files.
npx skills add https://github.com/SamyakJhaveri/loam --skill cite-check
Please help me install this Agent Skill. Skill: cite-check Source: https://github.com/SamyakJhaveri/loam/tree/main/seed/_research/skills/cite-check Command: npx skills add https://github.com/SamyakJhaveri/loam --skill cite-check
Use when auditing a paper draft for numerical accuracy, stale references, and unsubstantiated claims. Traces every number and assertion back to actual result files on disk.
Trigger: When user types /cite-check with an optional file path.
Run cite-check on your draft by pointing it to your paper draft file (default: docs/paper_draft.md).
High-intent search queries and answers about installing and using this skill.
To verify numeric claims in a paper draft, you trace numbers to on-disk result files. This process identifies and flags unsubstantiated assertions across manuscript sections using categories like UNTRACED and MISMATCH.
Tracing numeric claims to result files involves extracting every number from a paper draft and cross-checking it against actual outputs in result directories. It enforces traceability to catch stale references and phantom data.
You can check your paper draft for stale references and unsubstantiated claims by running a structured verification workflow. This workflow flags STALE_REF, MISSING_CITE, and PHANTOM categories while cross-checking disciplinary references.
The paper review process expects a project context with your paper draft path and result directories like results/evaluation/* and analysis/ outputs. It defaults to docs/paper_draft.md if no file path is provided.
The best way to automate draft analysis for numerical accuracy is to trigger a four-phase workflow: load draft, extract claims, verify each claim against on-disk files, and generate a structured verification report.
Numeric claims are flagged as UNTRACED or MISMATCH when the numbers in your manuscript cannot be found in on-disk result files or do not align with the actual data outputs during the traceability check.
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