Claude Skills · Code Review & Testing
Adversarial Case Builder
wanshuiyin/Anti-AutoresearchSynthesize the single strongest EVIDENCE-BOUND reviewer case to reject a paper, built ONLY from the evidence ledger (claims.json) + the other auditors' confirmed findings — never free-floating LLM critique. Two fresh cross-model codex threads: an attack writes the ~200-word rejection paragraph (every accusation tagged to an existing claim_id/finding_id), a defense decomposes it and rules each point against the anchored evidence. MEMO-ONLY: emits adversarial-case-builder.memo.md (fed to the adjudicator via --memo) and carries NO verdict weight — tools/adjudicate_findings.py lists it in ZERO_WEI...
At a glance
This skill is for Code Review & Testing and helps you build adversarial rejection cases for paper review, synthesize evidence-bound reviewer critiques, and construct defense arguments against paper critiques.
git clone --depth 1 https://github.com/wanshuiyin/Anti-Autoresearch
cp -r Anti-Autoresearch/skills/adversarial-case-builder ~/.claude/skills/adversarial-case-builder
Setup, runtime and requirements describe wanshuiyin/Anti-Autoresearch, the repo this skill ships in.
peer-reviewEvidence BasedPaper Reviewadversarial-testingClaims ValidationMeta Research
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Audit whether a paper's EVALUATION DESIGN actually measures what it claims and whether its reporting is complete — the validity layer family...
Build the deterministic evidence ledger (artifact_manifest.json + claims.json) that every other Anti-Autoresearch auditor reads. One pass in...
Audit experiment integrity against the evidence ledger. At L2 (repo + result files present) a fresh cross-model reviewer reads the eval code...
MEMO-ONLY prior-work overlap advisory: surfaces the two ADVISORY taxonomy signals neither a tool nor a model can decide from the paper alone...
Checkable-ish surface presentation signals a reviewer notices first — duplicate/near-identical tables, leftover pipeline/template strings, t...
Family-G proof & derivation integrity forensics: does a THIRD PARTY's written proof/derivation actually establish its theorem, or does it sk...
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