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Technology mentions are not dependencies. Client filters require scoped documentation, not a runtime compatibility claim. Detailed guides summarize files read at a fixed commit; they are not runtime tests.

8364 matches

Pinned source methods · Setup may be unknown
Choose 2–3 sharing a task.Selection guidance uses this directory’s task labels only. It is not runtime compatibility.

  1. python-testing-patterns

    plugin directory

    wshobson/agentsplugins/python-development/skills/python-testing-patterns/SKILL.md

    Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing (SKILL.md metadata excerpt)

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

  2. python-testing-patterns

    skill collection

    sickn33/agentic-awesome-skillsskills/python-testing-patterns/SKILL.md

    Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing (SKILL.md metadata excerpt)

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

  3. python-type-safety

    plugin directory

    wshobson/agentsplugins/python-development/skills/python-type-safety/SKILL.md

    Python type safety with type hints, generics, protocols, and strict type checking. Use when adding type annotations, implementing generic classes, defining structural (SKILL.md metadata excerpt)

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

  4. pytorch-lightning

    skill collectionNo comparison task assigned

    foryourhealth111-pixel/vibe-skillsbundled/skills/pytorch-lightning/SKILL.md

    Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard), distributed (SKILL.md metadata excerpt)

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

  5. pyzotero

    skill collection

    foryourhealth111-pixel/vibe-skillsbundled/skills/pyzotero/SKILL.md

    Interact with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and delete items, collections, tags, and attachments via (SKILL.md metadata excerpt)

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

  6. qa

    skill collection

    byhartvig/agent-skills-collectiondevelopment-and-testing/mattpocock-skills/qa/SKILL.md

    Interactive QA session where user reports bugs or issues conversationally, and the agent files GitHub issues. Explores the codebase in the background (SKILL.md metadata excerpt)

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

  7. qbr-plan

    skill collection

    byhartvig/agent-skills-collectionmarketing-and-advertising/digital-marketing-pro/qbr-plan/SKILL.md

    Prepare a Quarterly Business Review. Use when: building QBR presentations, client performance reviews, or strategy updates. (SKILL.md metadata excerpt)

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

  8. qdrant-deployment-options

    community example

    github/awesome-copilotskills/qdrant-deployment-options/SKILL.md

    Guides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded (Publisher-index excerpt; file read separately)

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

  9. qdrant-model-migration

    community example

    github/awesome-copilotskills/qdrant-model-migration/SKILL.md

    Guides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how (Publisher-index excerpt; file read separately)

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

  10. qdrant-version-upgrade

    community example

    github/awesome-copilotskills/qdrant-version-upgrade/SKILL.md

    Guidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data (Publisher-index excerpt; file read separately)

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

  11. qiskit

    skill collectionNo comparison task assigned

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

    Qiskit is the world's most popular open-source quantum computing framework with 13M+ downloads. Build quantum circuits, optimize for hardware, execute on simulators (SKILL.md metadata excerpt)

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

  12. qoder-delegate

    skill collection

    sickn33/agentic-awesome-skillsskills/qoder-delegate/SKILL.md

    Delegate coding tasks to the Qoder CLI (`qodercli`) only when the user (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.