Home / Skills / paper-signal-audit
paper-signal-audit
Inspect and diagnose minimal-zine posters, photo restyles, editorial images, and social-card series for subject preservation, factual and text integrity, composition, paper realism, print-process coherence, color signal, anti-AI craft, platform fit, and series continuity. Use when the user asks whether an image has高级感, feels AI-generated, matches Paper Signal or gc-minimal-zine quality, needs improvement, or should be regenerated. Returns evidence-based findings and a targeted correction prompt; regenerates only when the user also asks for a fix.
Why this score
This repo hosts 4 skills, so its 109 stars are split between them (about 27 each) for scoring.
Popularity score: 55/100 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 7567ff05f93f, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
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 onepaper-signal-audit jiahuiqu17/paper-signal · Skill | 55 | ★ 109 | ≈143 always | 3mo ago |
| agent-signal lobehub/lobehub · Skill Both about signal | 81 | ★ 83k | ≈27 always | 16d ago |
| paper-write xstongxue/best-skills · Skill Both about paper | 68 | ★ 3.0k | ≈50 always | 2mo ago |
| signals-hooks rodydavis/signals.dart · Skill Both about signal | 62 | ★ 821 | ≈21 always | 2mo ago |
| social-signal-intelligence aniganti/pm-superpowers · Skill Both about signal and social | 55 | ★ 48 | ≈26 always | 18d ago |
| paper-video-cover yhbcode000/paper-share-skills · Skill Both about paper and poster | 52 | ★ 45 | ≈23 always | 3mo ago |