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Choose 2–3 sharing a task.Selection guidance uses this directory’s task labels only. It is not runtime compatibility.

  1. data-quality-frameworks

    plugin directoryNo comparison task assigned

    wshobson/agentsplugins/data-engineering/skills/data-quality-frameworks/SKILL.md

    Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedRead SKILL.md ↗Study method & source

  2. data-quality-frameworks

    skill collectionNo comparison task assigned

    foryourhealth111-pixel/vibe-skillsbundled/skills/data-quality-frameworks/SKILL.md

    Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedRead SKILL.md ↗Study method & source

  3. data-report

    skill collection

    byhartvig/agent-skills-collectiondesign-ui-and-templates/data-report/SKILL.md

    把 CSV/Excel/JSON 数据转成漂亮的可视化报告页 (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedRead SKILL.md ↗Study method & source

  4. data-scientist

    skill collection

    sickn33/agentic-awesome-skillsskills/data-scientist/SKILL.md

    Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence. (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedRead SKILL.md ↗Study method & source

  5. data-storytelling

    plugin directory

    wshobson/agentsplugins/business-analytics/skills/data-storytelling/SKILL.md

    Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedRead SKILL.md ↗Study method & source

  6. data-storytelling

    skill collection

    sickn33/agentic-awesome-skillsskills/data-storytelling/SKILL.md

    Transform raw data into compelling narratives that drive decisions and inspire action. (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedRead SKILL.md ↗Study method & source

  7. data-storytelling

    skill collection

    foryourhealth111-pixel/vibe-skillsbundled/skills/data-storytelling/SKILL.md

    Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedRead SKILL.md ↗Study method & source

  8. data-structure-protocol

    skill collection

    byhartvig/agent-skills-collectioncontext-engineering/data-structure-protocol/data-structure-protocol/SKILL.md

    Build and navigate DSP (Data Structure Protocol) — graph-based long-term structural memory of codebases for LLM agents. Stores entities (modules, functions), their (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedRead SKILL.md ↗Study method & source

  9. data-structure-protocol

    skill collection

    sickn33/agentic-awesome-skillsskills/data-structure-protocol/SKILL.md

    Give agents persistent structural memory of a codebase — navigate dependencies, track public APIs, and understand why connections exist without re-reading the (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedRead SKILL.md ↗Study method & source

  10. data-visualization

    skill collection

    byhartvig/agent-skills-collectionmarketing-and-advertising/dev-gtm/data-visualization/SKILL.md

    Design clear, accessible data visualizations with appropriate chart selection and styling. (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedRead SKILL.md ↗Study method & source

  11. data-visualization

    plugin directory

    openai/pluginsplugins/build-web-data-visualization/skills/data-visualization/SKILL.md

    Route web data visualization work. Use when the user needs chart choice, visual critique, dashboards, maps or geospatial views, Gantt timelines, UML/software (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedRead SKILL.md ↗Study method & source

  12. database

    skill collection

    sickn33/agentic-awesome-skillsskills/database/SKILL.md

    Database development and operations workflow covering SQL, NoSQL, database design, migrations, optimization, and data engineering. (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedRead SKILL.md ↗Study method & source

Snapshot w7-discovery-20260912 · 8364 file observations across 30 repositories. Source collection is not a quality or safety assessment.