by canvas-org · Agent Tool · ★ 55
meta-agent Recursive self-improvement for agents, starting with the harness. Results · How it works · Quickstart · Learn more meta-agent is an open-source framework for automatic harness optimization. System prompts, tools, hooks, stop conditions, subagents, and control flow become editable surfaces that the optimizer rewrites from execution traces. It reads execution traces from the current harness, proposes a targeted change, evaluates the candidate on a search split, and keeps it only when the held-out score improves.
| Stars | 55 |
| Forks | 5 |
| Language | Python |
| Category | Agent Tool |
| License | MIT |
| Quality Score | 65.2460202046563/100 |
| Last Updated | 2026-05-14 |
| Created | 2026-04-06 |
| Platforms | claude-code, python |
| Est. Tokens | ~37k |
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meta-agent is Continual harness optimization. It is categorized as a Agent Tool with 55 GitHub stars.
meta-agent is primarily written in Python. It covers topics such as agent, anthropic, claude.
You can find installation instructions and usage details in the meta-agent GitHub repository at github.com/canvas-org/meta-agent. The project has 55 stars and 5 forks, indicating an active community.
meta-agent is released under the MIT license, making it free to use and modify according to the license terms.