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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. finetuning-method-selection

    plugin directoryNo comparison task assigned

    wshobson/agentsplugins/llm-finetuning/skills/finetuning-method-selection/SKILL.md

    Decide whether to fine-tune at all, and route to the right method (SFT, DPO/ORPO/KTO, GRPO/RLVR, continued pretraining) and base model. Use when (SKILL.md metadata excerpt)

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

  2. fingertip-automation

    skill collection

    composiohq/awesome-claude-skillscomposio-skills/fingertip-automation/SKILL.md

    Automate Fingertip tasks via Rube MCP (Composio). Always search tools first for current schemas. (SKILL.md metadata excerpt)

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

  3. finishing-a-development-branch

    skill collectionNo comparison task assigned

    byhartvig/agent-skills-collectiondevelopment-and-testing/superpowers/finishing-a-development-branch/SKILL.md

    Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of (SKILL.md metadata excerpt)

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

  4. finishing-a-development-branch

    skill collectionNo comparison task assigned

    obra/superpowersskills/finishing-a-development-branch/SKILL.md

    Use when implementation is complete, all tests pass, and you need to decide how to integrate the work (SKILL.md metadata excerpt)

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

  5. finishing-a-development-branch

    skill collectionNo comparison task assigned

    sickn33/agentic-awesome-skillsskills/finishing-a-development-branch/SKILL.md

    Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of (SKILL.md metadata excerpt)

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

  6. finmei-automation

    skill collection

    composiohq/awesome-claude-skillscomposio-skills/finmei-automation/SKILL.md

    Automate Finmei tasks via Rube MCP (Composio). Always search tools first for current schemas. (SKILL.md metadata excerpt)

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

  7. finnish-humanizer

    community example

    github/awesome-copilotskills/finnish-humanizer/SKILL.md

    Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it. (Publisher-index excerpt; file read separately)

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

  8. firebase

    skill collectionNo comparison task assigned

    byhartvig/agent-skills-collectiondevelopment-and-testing/claude-bootstrap/firebase/SKILL.md

    Firebase Firestore, Auth, Storage, real-time listeners, security rules (SKILL.md metadata excerpt)

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

  9. firebase

    skill collection

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

    Firebase gives you a complete backend in minutes - auth, database, (SKILL.md metadata excerpt)

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

  10. firebase-ai-logic-basics

    skill collection

    byhartvig/agent-skills-collectiondatabases/firebase/firebase-ai-logic-basics/SKILL.md

    Official skill for integrating Firebase AI Logic (Gemini API) into web applications. Covers setup, multimodal inference, structured output, and security. (SKILL.md metadata excerpt)

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

  11. firebase-apk-scanner

    plugin directory

    trailofbits/skillsplugins/firebase-apk-scanner/skills/firebase-apk-scanner/SKILL.md

    Scans Android APKs for Firebase security misconfigurations including open databases, storage buckets, authentication issues, and exposed cloud functions. Use when analyzing APK (SKILL.md metadata excerpt)

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

  12. firebase-app-hosting-basics

    skill collectionNo comparison task assigned

    byhartvig/agent-skills-collectiondatabases/firebase/firebase-app-hosting-basics/SKILL.md

    Deploy and manage web apps with Firebase App Hosting. Use this skill when deploying Next.js/Angular apps with backends. (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.