aiopshwang/data-analysis-ml-agent-skills/using-data-analysis
Claude Code and agent skill by aiopshwang/data-analysis-ml-agent-skills
- community
Checking that the SKILL.md file is still in the repository.
Route data analysis and machine learning work to the right skill in this suite. Use when starting any analysis, modeling, validation, or reproducibility task and the matching specialized skill is not yet clear; not needed when one specific skill already clearly applies.
Install
npx vskill@latest install aiopshwang/data-analysis-ml-agent-skills/using-data-analysisSKILL.md
Using Data Analysis Skills
Pick the narrowest skill that covers the current task. When the work spans multiple lifecycle stages, start from the orchestrator and let it call the others.
| Situation | Skill | |
|---|---|---|
| An end-to-end project or an ambiguous modeling request | running-decision-grade-data-science | |
| Data meaning, joins, labels, or ground truth may be untrustworthy | auditing-data-and-ground-truth | |
| Designing splits, feature eligibility, baselines, or comparisons | designing-leakage-safe-experiments | |
| A metric dropped, results disagree, or training-serving mismatch | diagnosing-ml-failures | |
| Reviewing whether results support a claim or launch decision | validating-models-and-claims | |
| Packaging finished work for independent reproduction | shipping-reproducible-results |
Each skill states its own non-goals in its description; respect them. The orchestrator running-decision-grade-data-science already routes to the other five at the right lifecycle stage, so do not stack it with them manually for the same step.
Security
- Security scanPassed, 90 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingskills/using-data-analysis/SKILL.md
Popularity
- Repository stars
- 12
- Repository forks
- 1
- 7-day trend score
- 13
Stars and forks are for the whole GitHub repository, not this skill alone. Not refreshed yet.
Works with
Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.
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- GPT Pilot
- Plandex
- bolt.new
- v0
- Replit Agent
- Anse
- TypingMind
- BetterChatGPT
- LibreChat
- Warp AI
- Pieces
- Fig AI
Embed badge
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