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.

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.

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.

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.

Architecture-first virtual task branching for agentic work

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

Production-grade AI Agent framework: semantic skill routing, self-evolution, MCP Server, async REST API. 50+ languages. Plug in your own skills.

Build a minimal, audited Agent Skill Stack for end-to-end goals, with safe discovery, conflict checks, and runtime routing.

Design, audit, and test reliable routing contracts for Codex skills.

Self-learning skill router for AI agents. 6-stage pipeline with anti-hallucination protections. Model-agnostic MCP server.

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.