#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.

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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.

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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

该仓库未发布描述。

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.