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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

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  1. ai-debt-detector

    plugin directoryNo comparison task assigned

    wshobson/agentsplugins/skill-forge-essentials/skills/ai-debt-detector/SKILL.md

    Use after generating code, after accepting AI suggestions, or when reviewing AI-written modules. Also use when code works but feels brittle, when (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  2. ai-dev-jobs-mcp

    skill collection

    sickn33/agentic-awesome-skillsskills/ai-dev-jobs-mcp/SKILL.md

    Search 8,400+ AI and ML jobs across 489 companies, inspect listings and employers, match roles, and view salary and market stats via (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  3. ai-discoverability-audit

    skill collectionNo comparison task assigned

    byhartvig/agent-skills-collectionmarketing-and-advertising/ai-marketing-skills/ai-discoverability-audit/SKILL.md

    Audit how a brand appears in AI-powered search (ChatGPT, Perplexity, Claude, Gemini). Use when user mentions "AI search," "how do I show (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  4. ai-engineer

    skill collection

    sickn33/agentic-awesome-skillsskills/ai-engineer/SKILL.md

    Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations. (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  5. ai-engineering-toolkit

    skill collection

    sickn33/agentic-awesome-skillsskills/ai-engineering-toolkit/SKILL.md

    6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  6. ai-loop

    skill collectionNo comparison task assigned

    sickn33/agentic-awesome-skillsskills/ai-loop/SKILL.md

    Runs a bounded spec-build-review development loop with explicit scope, stop conditions, and human approval gates for risky or ambiguous work. (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  7. ai-md

    skill collectionNo comparison task assigned

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

    Convert human-written CLAUDE.md into AI-native structured-label format. Battle-tested across 4 models. Same rules, fewer tokens, higher compliance. (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  8. ai-ml

    skill collection

    sickn33/agentic-awesome-skillsskills/ai-ml/SKILL.md

    AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features. (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  9. ai-ml-api-automation

    skill collection

    composiohq/awesome-claude-skillscomposio-skills/ai-ml-api-automation/SKILL.md

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

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  10. ai-models

    skill collectionNo comparison task assigned

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

    Latest AI models reference - Claude, OpenAI, Gemini, Eleven Labs, Replicate (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  11. ai-native-cli

    skill collection

    sickn33/agentic-awesome-skillsskills/ai-native-cli/SKILL.md

    Design spec with 98 rules for building CLI tools that AI agents can safely use. Covers structured JSON output, error handling, input (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  12. ai-native-ui

    skill collectionNo comparison task assigned

    sickn33/agentic-awesome-skillsskills/design-it/ai-native-ui/SKILL.md

    Web and App implementation guide for AI Native UI. Trigger when user wants conversational interfaces, adaptive layouts, and generative AI aesthetics. (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

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