llm-governance

企业级 AI 资源纳管平台，提供统一 AI网关、Token调度能力，纳管 OpenAI、Azure、Claude、DeepSeek 等主流模型，并支持 MCP 工具与 Skill 的集中注册分发。具备内外双轨定价、成本归因、统一身份认证、安全审计与效能报表，帮助企业精准控制成本、量化 ROI，高效治理 AI 资产。

A disciplined methodology for AI-assisted software development. Covers architectural constraints, validation hooks, session governance, and PAG (Pattern Abstract Grammar) for structured AI collaboration. Copy claude-setup/ into your project to start.

Control plane plugin for Hermes Agent — pool many free/cheap model providers + local AI CLIs, switch brains from Telegram in one command (even while the model is down), delegate work cap-aware with auto-fallback. Run your agent at ~$0 without hitting quota walls.

Five Tests Standard (5TS): a vendor-neutral published standard for verifiable AI governance through proof-carrying decisions. Includes schemas, machine-checkable conformance vectors, and a reference validator.

The open protocol for persistent and verifiable governance of autonomous AI agents. Four-layer substrate: Persistent Context, Dynamic Governance, Deterministic Admissibility, Auditable Ledger. 0.07ms enforcement. Zero LLM inference.

KYA (Know Your Agents) — Open-source trust, governance, and evidentiary assurance infrastructure for autonomous systems. Built on KYP (Know Your Principal), a unified trust model for human users, AI agents, service accounts, and machine identities.

An AI Engineering Operating System for Claude Code — governed agents, repeatable skills, explicit permission gates, and a self-measuring telemetry layer. Windows-first. v1.

Sovereign Framework for Constitutional AI Governance — Five-layer architecture (L0-L4), three-cloud runtime, physics-certified contraction, multi-model consensus gate

Independent AI Agent Audit Framework - 包青天独立审计框架：穿透式风控体系，监督AI Agent的Skill调用合规性、防AI幻觉、系统性漏洞发现

The governance layer LLM proxies promised as a TypeScript library you can read. Every call runs through one governed pipeline: rate limit → spend caps (per-user + global circuit breaker) → cache → schema-validated provider failover → usage log → LLM-judge No sidecar proxy to deploy.

Runtime approval gates for AI agent tool calls. Intercept payments and emails before execution

ZeroShield AI Mesh Firewall is a centralized AI security gateway for governing LLM and RAG traffic with inline prompt injection defense, vector database isolation, multi model routing control, and compliance grade observability.

PyPI-distributable LLM control plane: gateway choke point, cost attribution, OTel instrumentation, and offline reporting as an inspectable engineering artifact.

Every AI agent action proven before it executes. Prolog + Z3 dual-gate, sub-millisecond verdicts, tamper-proof ledger. Apache 2.0.

Governance receipts for AI agents — MCP-native, fail-closed, LNN interpretability. Every action → compliance score → signed receipt → verifiable forever. EU AI Act Art. 12, Colorado AI Act (SB 24-205), NIST AI RMF.

A governance system for autonomous Claude agents — a non-negotiable constitution, independent verification, trust scoring, and a self-improvement loop that never rewrites its own rules. Deploy on any repo in minutes.

Enterprise-grade governance and policy enforcement for agentic AI systems.

ASHE — capability-broker protocol for AI agents. Open spec by Phor for AI agent capability mediation, multi-agent orchestration, and large language model governance. Apache 2.0 with patent grant.

Large Language Model governance and orchestration using ralph loops