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presentation-signals
wanshuiyin/Anti-AutoresearchSkill
Checkable-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,
Why this score
This repo hosts 10 skills, so its 165 stars are split between them (about 17 each) for scoring.
Popularity score: 60/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 5f5d82421c75, with Cisco's open-source skill-scanner.
What its code does:
- Runs shell commands Common for dev tools. Read the commands it runs.SKILL.md:237 and 1 more
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onepresentation-signals wanshuiyin/Anti-Autoresearch · Skill | 60 | ★ 165 | ≈155 always | 18d ago |
| presentation-structure shanraisshan/claude-code-best-practice · Skill Same job: slides & presentations | 89 | ★ 68k | ≈30 always | 16d ago |
| creating-presentations telagod/code-abyss · Skill Same job: slides & presentations | 53 | ★ 244 | ≈81 always | 4mo ago |
| agent-signal lobehub/lobehub · Skill Both about signal | 81 | ★ 83k | ≈27 always | 16d ago |
| presentation-curator clxzl/claude-code-best-practice-cn · Subagent Same job: slides & presentations | 49 | ★ 135 | ≈15 in chat | 6mo ago |
| research-presentation Yila-AI/awesome-research-skills · Skill Same job: slides & presentations | 55 | ★ 138 | ≈95 always | 2mo ago |