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data-analysis
Profile, analyze, and QA data workflows across multiple SQL dialects — craft optimized queries, apply statistical methods, profile unfamiliar datasets, and catch common analysis pitfalls with a reproducible quality checklist.
What's Inside
Skills4
sql-cookbook
/sql-cookbook
Craft and optimize SQL for any warehouse dialect — Snowflake, BigQuery, Databricks, Redshift, PostgreSQL. Covers window functions, CTEs, aggregations, joins, funnel queries, cohort retention, deduplication, dialect translation, slow query tuning, and cross-platform syntax differences.
stats-methods
/stats-methods
Apply statistical techniques to data — descriptive statistics, distributions, hypothesis testing, A/B test evaluation, outlier detection, trend analysis, correlation, forecasting, p-values, confidence intervals, significance testing, and avoiding common statistical pitfalls like Simpson's paradox and survivorship bias.
data-profiling
/data-profiling
Profile and explore unfamiliar datasets — assess schema structure, column distributions, data quality, null rates, cardinality, outliers, relationships between tables, and temporal coverage. Use when onboarding to a new data source, auditing data freshness, discovering foreign keys, or deciding what to analyze.
analysis-qa
/analysis-qa
Quality-check a data analysis before sharing — verify joins, aggregations, denominators, time ranges, and metric definitions. Detect pitfalls like survivorship bias, average-of-averages, join explosion, timezone mismatches, incomplete periods, and selection bias. Includes documentation templates for reproducible analyses.
README
vm0-skills
A collection of reusable Agent Skills for AI agents.
Skills follow the Agent Skills specification.
Why use this?
No MCPs.
No SDKs.
No CLI apps.
Just curl.
Organic skills that any AI agent can learn and use.
Principles
- Focus on SaaS API Integration: Focus on common SaaS API use cases, providing practical integration solutions
- Clean, Zero Scripts: Keep code simple and clear, no redundant scripts, easy for AI Agents to learn and understand
- Security First: All API calls are documented in SKILL.md for easy security auditing and compliance checks
Installation
There are multiple ways to install and use these skills:
1. Using Claude Code Marketplace
# Add marketplace
/plugin marketplace add vm0-ai/vm0-skills
# Install specific skills
/plugin install notion@vm0-skills
/plugin install slack-webhook@vm0-skills
2. Direct Download
# Clone the repository
git clone https://github.com/vm0-ai/vm0-skills.git
# Copy to personal skills directory
cp -a vm0-skills/notion ~/.claude/skills/
cp -a vm0-skills/slack-webhook ~/.claude/skills/
# Or copy to project directory
cp -a vm0-skills/notion ./.claude/skills/
cp -a vm0-skills/slack-webhook ./.claude/skills/
After installation, restart Claude Code, then ask "What skills are available?" to see installed skills.
Contributing
To add a new skill or improve an existing one:
- Follow the Agent Skills specification
- Include a
SKILL.mdfile with usage examples - Ensure all examples are tested and working
- Submit a pull request
Resources
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Versionnotion-illustration-refs-v1
Released
LanguageShell
Stars65
Forks16
MaintenanceExcellent
Last Commit
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