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.

CrossFrame Skill Suite：面向 AI agent 的中文结构诊断、公共议题分析、组织复盘、历史材料处理、追问和成文工作流。

Turn rough questions into concise prompt packs and safe Codex skill routes.

A retrieval-gated skill architecture for LLM agents that scales to hundreds of tools by exposing only the top-K relevant capabilities per request.

A Claude Code plugin that gives Claude a memory: it remembers your corrections, turns the repeated ones into principles, and invokes the right skill each turn.

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.

Keyword-first skill routing and topology layer for file-based agent systems.

AI Agent Semantic Routing Framework - Multi-layer semantic retrieval for intelligent skill dispatch

Adaptive skill routing for multi-agent systems — 4-dimension scoring engine

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.

AI Agent Orchestration Framework — portable, project-agnostic workflow orchestration with checkpoint-based interruption and post-game review. Like a Makefile for AI workflows.

Architecture-first virtual task branching for agentic work

Verification-gated skill routing and self-improvement harness for Hermes-style agent skills

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.

Kimi Code CLI fork: event-driven Orchestrator with pluggable policies, live SwarmProgressController showing each member's current tool call, /diag diagnostics, bundled Memory MCP server, minimax-backed web/image search chain. All opt-in, layered on top of upstream.

Self-growing Codex skill router that scans local skills, builds categories, recommends the best match in the user's language, and keeps learning from selections.

Routed skill-design catalog for AI agents with one /skill-master command, npm scaffolding, validation, and cross-runtime guidance.