Presentation Signals
wanshuiyin/Anti-AutoresearchCheckable-ish surface presentation signals a reviewer notices first — duplicate/near-identical tables, leftover pipeline/template strings, too-few or LLM-looking figures, and page-padding. AUXILIARY ONLY and weak by design: a deterministic pass (tools/check_presentation.py — dup-table + pipeline-artifact) plus a fresh cross-model GROSS-cases-only semantic pass (thin-float, LLM-figure, page-padding), every above-info finding span-anchored to the evidence ledger (claims.json). The adjudicator CAPS everything at minor (SURFACE_ONLY_SKILLS + SURFACE_PATTERNS) — these contribute at most SOFT_FLAGS,...
At a glance
This skill is for Presentations and helps you spot duplicate or near-identical tables, flag leftover template strings in slides, and detect ai-generated or placeholder figures.
git clone --depth 1 https://github.com/wanshuiyin/Anti-Autoresearch
cp -r Anti-Autoresearch/skills/presentation-signals ~/.claude/skills/presentation-signals
Setup, runtime and requirements describe wanshuiyin/Anti-Autoresearch, the repo this skill ships in.
Quality CheckSlidesartifactsTemplate DetectionPresentation Review
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