Verification-gated skill routing and self-improvement harness for Hermes-style agent skills
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Updated
Jul 21, 2026 - Python
Verification-gated skill routing and self-improvement harness for Hermes-style agent skills
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;旗舰 CrossFrame ProMax 提供 v8-only、精确点名、可对账可修复的独立结构推演 runtime。
Turn rough questions into concise prompt packs and safe Codex skill routes.
Local recommendation layer for routing Codex prompts to installed skills.
Universal AI skill router — auto-detects best installed skill per prompt + activates caveman mode for ~75% token reduction. Works with Claude, Codex, Cursor, OpenCode, Gemini CLI.
AI Agent Semantic Routing Framework - Multi-layer semantic retrieval for intelligent skill dispatch
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.
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.
Keyword-first skill routing and topology layer for file-based agent systems.
焚诀 Fenjue — 多 Agent 统一记忆与技能路由系统 / Unified memory & skill routing for multiple AI agents
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.
Agent Skills governance CLI for AI agent hosts: inventory packages, detect drift and conflicts, reconcile safely, and produce explainable routing plans.
Automatic Codex skill router that indexes local skills, traverses categories internally, and returns only the final weighted candidates.
Architecture-first virtual task branching for agentic work
Routed skill-design catalog for AI agents with one /skill-master command, npm scaffolding, validation, and cross-runtime guidance.
Read-only MCP server that routes AI agents to relevant installed skills with transparent scoring and advisory workflows.
Local-first CLI to scan, audit, route, and test Codex Skills.
Adaptive skill routing for multi-agent systems — 4-dimension scoring engine
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