capability-routing

Decision Infrastructure for the AI Era. 🧠✨️🤺

Host-aware model routing for coding agents. Python library + MCP server for Claude Code, Codex, Gemini CLI, Copilot, Cursor, and Aider.

无极军团 2.0：面向 ChatGPT Codex 的系统级 Skill 中枢，负责调用其他 Skill、组织有界多 Agent 协作，并通过蒸馏、融合和行为验证持续进化能力。

Provider-agnostic AI gateway with capability-based routing, in-memory rate limiting, and observability hooks.

A zero-dependency validator that turns capability-router soft rules into hard, testable checks — truncation-safety, structural, drift. / 路由体检器。

Distributed Cognitive Operating System (DCOS): A capability-oriented architecture for modular AI orchestration with specialized Cognitive Cells.

An execution kernel for AI systems featuring agent orchestration, capability routing, memory coordination, policy enforcement, workflow execution, and runtime management.

AI business solution delivery console with capability routing, pain-point analysis, tool selection, deliverable generation, and KPI validation.

Make LLMs from different vendors collaborate as one team. Capability-based task routing across Claude / GPT / Gemini / Ollama. Lead dispatches → broker filter-broadcasts → workers (any LLM, any host) pick up matching tasks. Single-vendor stacks already have subagents — this is for when the right tool for the job lives in another vendor's stack.

Selecting and Governing LLMs: a 2026 decision framework for choosing, evaluating, buying, and operating language models across SMB, mid-market, and enterprise — with a runnable eval harness.

Capability-oriented runtime that translates math problems into executable Python using LLMs.

Live Technocore onboarding, Sybil-aware Agent Passports, opt-in capability routing, setup diagnostics, activity observations, and non-repeating service ideas.