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Sun, July 1918:00ToolsMCP & SkillsAI codingOpen sourceMCP & Skills guide

diet103/Claude Code Infrastructure Showcase: Auto Skill Activation, Hooks & Agent Integration

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Decision Brief

What changedA production-validated Claude Code infrastructure reference for auto skill activation, hook scripts, and dedicated agent integration.
Why it mattersSolves 'skill not auto-activated' pain point with context-aware skill recommendation and execution constraints via hooks, integrable in 15–30 minutes.
Who should careAI coding tool users, Inference / infra teams
Affected stackClaude CodeOpenAIGeminiOllama
Builder actionUpdate Claude Code to the latest version
Source confidenceHigh · Official release / blog / repo

Built by diet103 from 6 months of real production use (6 microservices, 50K lines TypeScript, React frontend). Core components: 4 modular skills (each <500 lines, progressive disclosure), 9 hooks (5 required for skill activation, validation tracking, post-tool-call processing), 8 dedicated agents (e.g., code architecture review, refactoring planning, frontend bug fixing), and 4 slash commands. Key innovation: UserPromptSubmit hook auto-analyzes user prompt and file context, matches skill-rules.json config, and enforces relevant skills. v2.0 adds AI classification mode (Gemini, OpenAI, Anthropic, Ollama) with switchable regex/pure AI/hybrid modes and adjustable frugality. Setup wizard (setup.ts) auto-detects tech stack, offers classic (regex) and AI-enhanced modes, with 8 health checks. For enterprise teams using Claude Code, this ensures skills auto-activate when needed, preventing non-compliant code generation.

Summary basis: full article readCompiled from the source scope noted above; the original remains authoritative.

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