Scan reports · wanshuiyin/Auto-claude-code-research-in-sleep
analyze-results: scan report
Analyze ML experiment results, compute statistics, generate comparison tables and insights. Use when user says "analyze results", "compare", or needs to interpret experimental data. 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
85/100 · grade B
wanshuiyin/Auto-claude-code-research-in-sleep/skills/analyze-results at 43a5daf
Spec 21 · Efficiency 19 · Clarity 20 · Security 25 (each out of 25)
Always loaded 50 tokens · on trigger 334 · on demand 0
eff/body-lightwarn · SKILL.mdOnly ~334 tokens of guidance. Add the specifics an agent can't guess: thresholds, checklists, worked examples.clarity/exampleswarn · SKILL.mdNo examples or code blocks. One concrete input → output example improves consistency more than extra rules.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.
Where it comes from
Source
| Fact | Value |
|---|---|
| Repository | wanshuiyin/Auto-claude-code-research-in-sleep |
| Skill folder | skills/analyze-results |
| Stars | 17,701 |
| License | MIT |
| Commit scanned | 43a5daf |
| Scanned | 2026-10-19 |
| Files | 1 |
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For maintainers
Badge for the README
If you maintain this skill, this badge shows its score and links to this report. Fix findings and the score moves with the next scan.
[](https://proskills.dev/reports/wanshuiyin-analyze-results)
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FAQ
Questions
- Is analyze-results 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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