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.

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

无极军团 4.0：以阿极为唯一入口的任务优先工作体系，按需组合原子能力与现有工具，强调白帽判断、证据闭环、兼容性和受控进化。

7.6B 中文总指挥模型：把活落到 341 位原生能力 / 30 域，写盘·花钱·出网一律先过人闸，每次调用都留审计留痕 | A 7.6B Chinese "commander" LLM that routes natural language to 341 audited capability bits behind one single gate. 335-item benchmark PASS45 99.10%; per-bit live-run proof included. Python client + 30s demo, zero deps.

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.

Explainable, constraint-preserving MCP/model routing with durable Tasks, bounded local Runs and verifiable outcomes. Developer preview.

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.