analyze-results
wanshuiyin/Auto-claude-code-research-in-sleep / skills/analyze-results
compares your ML results, computes gaps and trends , which improves: reliable conclusions, targeted next experiments
score 5/10info risk17.8K repo stars
Details
- judge’s score
- 5/10
- place
- outside the packs
- publisher
- wanshuiyin
- status
- new
- pinned commit
- 5854b99 on GitHub (new tab)
- skill’s last commit
- Jul 13, 2026
- repo stars
- 17,775
- main type
- Data
Judgement
Generic ML results analysis procedure, mostly platitudes Claude already knows. The trigger "compare" is vague. Clear output format, but few verifiable commands or rules.
reservations
- Generic procedure: no specific know-how (tools, conventions, real pitfalls) beyond the step structure.
- The "compare" trigger is too broad and may fire outside an ML experiment context.
- No command or concrete output example; statistical significance thresholds are not specified.
sub-scores
- Triggering
- 1/2
- Added value
- 0/2
- Precision
- 1/2
- Scope
- 2/2
- Quality
- 1/2
Alerts
1 alert, by category
Static scan
- info risk
allowed-tools frontmatter
Bash(*), Read, Grep, Glob, Write, Edit
Original description
Analyze ML experiment results, compute statistics, generate comparison tables and insights. Use when user says "analyze results", "compare", or needs to interpret experimental data.
added on Oct 18, 2026 · license MIT