Lightweight loop engineering state kernel for long-running AI agent teams. Agent-loop agnostic across Codex, Claude Code, Gemini CLI, and other coding agents, with durable goals, quota-aware auto-wake, executable todos, evidence logs, and verifiable handoffs.

The live attention layer for Paperclip. Re-stacks approvals, issues, and agent signals into now, next, and ambient.

A platform evolution of OpenAI Symphony (openai/symphony) for running Codex, Claude Code, CodeBuddy Code, and OpenCode from real project tasks.

Generate verification-focused operating prompts for AI agents.

Reduce hallucinations through first-principles reasoning, verification, self-critique, and explicit uncertainty for AI agents.

Local traffic control for multiple Codex chats on your Mac: missions, lanes, approval packets, and optional Telegram remote.

74 MCP tools for GPU infrastructure + Agent FinOps — deploy LLMs, track cost per agent, enforce budgets and model policies. Works with Claude, Cursor, n8n, LangChain.

SOUL.md governance framework for Hermes Agent — structured memory, skill management, and operational rules

Turn failed AI agent runs into replayable regression tests. Catch regressions before you ship.

The industry-standard Agentic Identity & Inventory Scanner. Automatically inventory autonomous agents (LangChain, AutoGen, CrewAI, PydanticAI) using static analysis, network heuristics, and eBPF. Foundational tool for AIBOM compliance and AgentOps governance.

OpenClaw 飞书消息发送神器：美观的消息模板、多 Agent 定时汇报模板、话题群固定话题定时任务消息机制，并支持定时任务失败重发机制

Turn prompt-based agents into auditable ops: state machine, decision log, risk scoring, and memory for Claude Code, OpenClaw, Cursor, Windsurf, and API workflows.

Application for Agent re-engineering for better and reliable Gen AI workflows.

Local Codex MCP harness: contracts, persistent RAG memory, raw traces, verification records, governance policy and PASS/FLAG/BLOCK audits, observability reports, harness profiles, eval runs, Meta-Harness-lite promotion records, natural-language harness specs, MCP resources/prompts, multi-client installer, and completion gates.

Genesis Governance OS The Operating System for Multi-Agent AI Inspired by Political Science, built to coordinate intelligent agents at scale.

Lightweight Agent Framework for building AI apps with any LLM

GranClaw

Generic review-bug atlas, public-evidence runbooks, and agent operations templates

PLD: Runtime Phase Model for Stable Multi-Turn LLM Systems

An agent built on the Agentica framework, designed to orchestrate, route, and monitor Agentica-powered agents using natural language instructions.