Scan reports · wanshuiyin/Auto-claude-code-research-in-sleep
citation-audit: scan report
Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong years, fabricated… An automated scan of this public skill from wanshuiyin/Auto-claude-code-research-in-sleep: security, token cost, spec and clarity, with every finding and its fix.
Result
Verdict
70/100 · grade C
wanshuiyin/Auto-claude-code-research-in-sleep/skills/citation-audit at 43a5daf
Spec 17 · Efficiency 7 · Clarity 21 · Security 25 (each out of 25)
Always loaded 111 tokens · on trigger 7,769 · on demand 0
eff/body-tokenswarn · SKILL.md~7769 tokens load every time this triggers. Aim for under 5,000; split into reference files read on demand.eff/body-lineswarn · SKILL.mdSKILL.md body is 510 lines; keep it under 500 and move detail into reference files.spec/non-portable-keyswarn · SKILL.mdNon-spec frontmatter (argument-hint). claude.ai and the Skills API reject the upload; move them under `metadata` or drop them.spec/broken-refwarn · SKILL.md:10References ../shared-references/reviewer-backends.md, which isn't in the skill folder.clarity/unfinishedwarn · SKILL.md:227Unfinished marker "TODO".
Where it comes from
Source
| Fact | Value |
|---|---|
| Repository | wanshuiyin/Auto-claude-code-research-in-sleep |
| Skill folder | skills/citation-audit |
| Stars | 17,701 |
| License | MIT |
| Commit scanned | 43a5daf |
| Scanned | 2026-10-19 |
| Files | 1 |
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For maintainers
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[](https://proskills.dev/reports/wanshuiyin-citation-audit)
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More from wanshuiyin/Auto-claude-code-research-in-sleep
- ablation-plannerGrade A96/100
- alphaxivGrade A96/100
- analyze-resultsGrade B85/100
- arxivGrade A94/100
- auto-paper-improvement-loopGrade D60/100
- auto-review-loopGrade F50/100
- auto-review-loop-llmGrade A96/100
- auto-review-loop-minimaxGrade B85/100
- citation-crosscheckGrade C74/100
- claims-draftingGrade B80/100
- comm-lit-reviewGrade A100/100
- deepxivGrade A96/100
FAQ
Questions
- Is citation-audit safe to install?
- No known risky patterns found. The scan covers prompt injection, hidden Unicode, remote code execution and credential access in every text file of the skill. It cannot judge intent, so read any flagged line in context before installing.
- How was this score calculated?
- Four checks of 25 points each: spec, efficiency, clarity and security. Findings take points off the check they belong to, and any critical finding caps the grade at F. The same scanner runs in your browser at proskills.dev/scan.
- Is this report current?
- It was made from commit 43a5daf on 2026-10-19. If the skill has changed since, paste the new version into the scanner for a fresh score.
- I wrote this skill. Can I fix the score or have the page removed?
- Fix the findings and push. The reports are rebuilt from GitHub on a schedule, so the next run picks the change up. To have the page removed, open an issue on the ProSkills GitHub repo.
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