Meta-Harness: 76.4% on Terminal-Bench 2.0 (Claude Opus 4.6)

An implementation of a Meta Harness for Hermes.

[COLM2025] "Weak-for-Strong: Training Weak Meta-Agent to Harness Strong Executors"

Harness is an AI Agent development guardrail Meta-Skill that establishes four layers of defense for any project in one command: knowledge management, architecture constraints, feedback loops, and entropy management.

This repository contains the code for our CVPR2024 paper "Harnessing Meta-Learning for Improving Full-Frame Video Stabilization".

Autonomous Machine Learning Engine harnesses meta-learning-based insights through adaptive, context-aware data ingestion and distributed analytics Module.

Meta Harness Implementation

Meta-Harness: End-to-End Optimization of LLM Harnesses — OpenClaw Agent Evolution System

A meta-harness for Google Gemini 3: An agentic web UI with tool use and reasoning visualization, built by an AI agent.

All-in-one agent harness for Claude Code — Boss meta-orchestrator, 200+ agents, 200+ skills, 87 rules, 3 MCP servers, 7 hooks. One plugin install.

Automated harness evolution for AI agents. A Claude Code plugin that iteratively optimizes system prompts, routing, retrieval, and orchestration code using full-trace counterfactual diagnosis. Based on Meta-Harness (Lee et al., 2026).

All-in-one agent harness for OpenAI Codex CLI — Boss meta-orchestrator, 400+ agents, 200+ skills, 3 MCP servers. Install once, get every specialist ready.

A meta-VCS in Ruby, harnessing Ruby's strengths.

Some harness skills & meta skills

Discover how to harness the capabilities of the Meta (Facebook) Prophet model to accurately predict temperature fluctuations using data collected from IoT sensors.

Agent Harness Engineering: hooks, memory & meta-skills for Claude Code. Turn suggestions into laws, give agents persistent memory, encode workflows as one-click skills.

Explore Retrieval-Augmented Generation (RAG) through practical notebooks that demonstrate how to harness the power of LangChain, OpenAI GPT models, META LLAMA3, and intelligent agents to build advanced, context-aware AI applications capable of retrieving relevant information and generating accurate, concise responses.

A reasoning harness for human-AI collaboration. Preserves what's understood, not just what's said. Open-source skill for Claude Projects. Patent pending.

A lightweight, unofficial implementation of Meta-Harness (arXiv:2603.28052). Official repo: https://github.com/stanford-iris-lab/meta-harness-tbench2-artifact

Meta-Harness is a reusable experimental platform designed for Agent/Harness workflows, providing an integrated “observe → evaluate → optimize → compare” loop for managing, optimizing, and evaluating execution flows, candidate variants, and harness modifications.

Meta-Harness research for Claude Code — automated harness optimization based on Stanford arXiv:2603.28052

No description available

A light meta agent orchestration harness designed to coordinate multiple AI agents working together to accomplish tasks from a TODO list.

This is a sophisticated app crafted with Unity, leveraging the power of the Vuforia Engine for seamless AR integration, while harnessing the advanced AI capabilities of SOLOMON META-aivi for robust verification.

Verification harness and discovered Mathosome pipelines for semiprime factorization via genetic programming. Companion repository to "Meta-Evolutionary Discovery of Reusable Factorization Pipelines" (Ausborn, 2026). Achieves 100% success across 90 balanced semiprimes (up to 80 bits) on a single CPU core with negligible memory.

Harness the power of Meta's Llama-2-7b with this GitHub repo. Utilize Hugging Face Transformers for efficient text generation and inference. Set up, initialize, and run scripts to experience the model's magic. Customize prompts for seamless natural language processing. Optimize your text generation tasks effortlessly.

loxal Meta Harness

No description available

The harness that builds harnesses

Auto-match or create the right agent team harness for any task — powered by Claude Code Skills