The skill OS for Codex, Claude Code, and Gemini CLI. One pool, one router, one feedback loop — across all three hosts. Per-turn semantic top-K with dynamic context sizing, session-end self-evaluation, and evidence-blended re-ranking that gets better the more you use it.
A retrieval-gated skill architecture for LLM agents that scales to hundreds of tools by exposing only the top-K relevant capabilities per request.
Architecture-first virtual task branching for agentic work
AI Agent Semantic Routing Framework - Multi-layer semantic retrieval for intelligent skill dispatch
Keyword-first skill routing and topology layer for file-based agent systems.
Fix Gemma 4, Llama 4, Qwen 3, Mistral tool-calling failures. Zero-latency regex skill router for Ollama & OpenClaw — 400,000x faster than LLM inference, 100% accurate. No GPU needed.
163 specialist Claude Code agents + 24 routing skills + 16 strategy playbooks. Korean/Japanese Business Navigators, game-dev (Unity/Unreal/Godot/Roblox/Blender), XR/spatial, paid-media routing. skill-routing-arbitrator disambiguates the ~500-skill ecosystem. Fork of msitarzewski/agency-agents.
A Codex skill that routes users to the best local skills, keeps the chosen skill active across the conversation, and asks before setup or downloads.
Local MCP server providing flat search routing for 200+ professional skills. Fuzzy search across all skills, load full skill body on demand.
技能语义路由 v2.0.0 — 微调嵌入模型 + Reranker 重排序 + 中文优化
Coordinate the CompleteTech LLC agentic services skill library: lifecycle routing, sequencing, handoffs, and approval gates.
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