#harness

Attention is your scarcest resource. Chief is the local-first layer that guards it — turning every agent, alert, and feed into one honest call: interrupt, or not.

🪁 A composable test harness toolkit with room to fly.

A typed maintenance surface for the Claude Code harness — the Rust of agentic harnesses: declare a contract, gate on conformance.

The agent harness: sandbox any agent, verify each step by replaying it against real state, and keep a deterministic trace.

Harness multi-agente portable: instala la config JorgeX (agentes, skills, hooks, Engram, MCPs) en Claude Code, Codex CLI y OpenCode

Harness Development Kit for Vertical Inference

For docs, visit: https://docs.darwiniantools.com or https://deepwiki.com/remyjkim/darwinian-worker

Installable AI governance harness for Codex, Cursor, Claude, Gemini, Copilot, Engram, and Graphify.

dscode is a coding agent that empowers digital and knowledge work. It uses MCP to connect creative workflows with the coding agent, and provides a web UI to support and showcase a variety of digital studio tasks.

Claude Code plugin that turns LLM coding into a loop you control — plan first, build in small steps, pause for your approval before each commit.

Long-horizon AI harness you actually own: one static Go binary, one persona, any OpenAI-compat LLM (Ollama, Gemini, Claude, ChatGPT), MCP tools, chat via Telegram/Discord/Slack. Outbound-only — no dashboard, no config UI, no open ports, ever. Hardened so small local models finish tool calls.

Bring Your Own Agents to the bazaar, and build with your teams in the open.

No repository description published.

Tools for testing APIs with AI agents

Autonomous development pipeline for Cursor & Claude Code. Type `aa:` and a persistent SQLite knowledge graph auto-records patterns, decisions and verified contracts every cycle. 54 MCP tools, AST impact analysis, preservation gates & audit mode.

AI bug hunting harness

Engineering, business and PM insights backed by academic research.

The open-source client-agnostic agent harness

Inspired by the idea of the Upside Down, Downcity is a parallel city built for agents — a hidden operating layer beneath the surface. It is where agents are organized, coordinated, and put to work.

No repository description published.

gm: the canonical universal harness -- skill-driven orchestration for AI-native software engineering

Web frontend for the pi coding agent: A chat UI, WebSocket bridge, password auth, and PWA support

Portable agentic development workbench for evidence-backed, resumable AI-assisted software workflows.

Fully autonomous AI dev agent in pure Go built on empirical research. Get real work done on consumer hardware, even with tiny context windows.

Meta agent-fleet builder: compile one fleet spec into coordinated agent teams, skills, and handover protocols for Claude Code, opencode, and goose

No repository description published.

P2P multi agent orchestration harness, universal automation system and IDE

klyd: the harness that stops terminal coding agents from silently drifting your architecture. Extracts, stores, and enforces design decisions across sessions.

A private reasoner for your terminal. Direct conversation or grounded multi-agent research, GPU-native and fully local. No API keys, no inference servers.