Claude Skills · Code Review & Testing
AI Style Impressions
wanshuiyin/Anti-AutoresearchTransparent, itemized impressions of AI-generated WRITING STYLE — the repo's ONLY non-integrity track. Two passes: a deterministic defensive-hedge density screen (tools/check_ai_style.py, AIS-DEFENSIVE-HEDGE) plus a fresh cross-model GROSS-cases-only semantic pass over the 13 AIS-* style tells (broken narrative arc, LLM phrase tics, jargon-stuffing, invented codenames, clause/formula walls, gratuitous pseudocode, bullet overuse, bold-module spam, restatement loops, focus drift, single-style figures, appendix dumping). Every finding is named, LOCATED, span-anchored to the evidence ledger (claim...
At a glance
This skill is for Code Review & Testing and helps you detect ai-generated writing patterns, audit writing for llm style markers, and identify defensive hedge density.
git clone --depth 1 https://github.com/wanshuiyin/Anti-Autoresearch
cp -r Anti-Autoresearch/skills/ai-style-impressions ~/.claude/skills/ai-style-impressions
Setup, runtime and requirements describe wanshuiyin/Anti-Autoresearch, the repo this skill ships in.
ai-detectionWriting Analysiscode-reviewIntegrityStyle Audit
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Build the deterministic evidence ledger (artifact_manifest.json + claims.json) that every other Anti-Autoresearch auditor reads. One pass in...
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