data-context-extractor
anthropics/knowledge-work-pluginsGenerate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts. BOOTSTRAP MODE - Triggers: "Create a data context…
Scores out of 100 · grade A+
2026-08-22Works
40% of the score100/100
- Loads cleanly: valid frontmatter, required fields present, no dangling references.
Maintained
25% of the score100/100
- no commits in the last 12 weeks
Adopted
20% of the score61/100
- 2,622 installs on skills.sh.
- 23,596 stars on the source repo.
Documented
15% of the score92/100
- 937 words with worked examples.
- Ships 5 bundled files.
Install
npx skills add anthropics/knowledge-work-plugins/data-context-extractorWhat it says it does
Generate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts. BOOTSTRAP MODE - Triggers: "Create a data context skill", "Set up data analysis for our warehouse", "Help me create a skill for our database", "Generate a data skill for [company]" → Discovers schemas, asks key questions, generates initial skill with reference files ITERATION MODE - Triggers: "Add context about [domain]", "The skill needs more info about [topic]", "Update the data skill with [metrics/tables/terminology]", "Improve the [domain] reference" → Loads existing skill, asks targeted questions, appends/updates reference files Use when data analysts want Claude to understand their company's specific data warehouse, terminology, metrics definitions, and common query patterns.
Also in anthropics/knowledge-work-plugins
| Artifact | Score | What the check found | Type | Reach | Last commit |
|---|---|---|---|---|---|
| instrument-data-to-allotropeanthropics/knowledge-work-plugins | clean | Skill | 1,950 installs | today | |
| nextflow-developmentanthropics/knowledge-work-plugins | clean | Skill | 1,966 installs | today | |
| single-cell-rna-qcanthropics/knowledge-work-plugins | clean | Skill | 1,995 installs | today | |
| scvi-toolsanthropics/knowledge-work-plugins | clean | Skill | 1,958 installs | today | |
| create-cowork-pluginanthropics/knowledge-work-plugins | clean | Skill | 2,443 installs | today | |
| data-visualizationanthropics/knowledge-work-plugins | clean | Skill | 11,372 installs | today |
Other data & analytics skills
Browse all| Artifact | Score | What the check found | Category | Reach | Last commit |
|---|---|---|---|---|---|
| analyticscoreyhaines31/marketingskills | clean | Data & analytics | 51,931 installs | today | |
| build-dashboardanthropics/knowledge-work-plugins | clean | Data & analytics | 7,721 installs | today | |
| sql-queriesanthropics/knowledge-work-plugins | clean | Data & analytics | 3,782 installs | today | |
| payment-assistantccxt/ccxt | clean | Data & analytics | 44k stars | today | |
| create-vizanthropics/knowledge-work-plugins | clean | Data & analytics | 4,685 installs | today | |
| validate-dataanthropics/knowledge-work-plugins | clean | Data & analytics | 2,919 installs | today |
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