Best of Agent Harnesses Model Card

这是可索引项目报告证据页：它保留 Best of Agent Harnesses Model Card 的源材料入口、机制线索和限制提醒；正文仍需 reader/editor 与 academic public-copy review 后才能当作最终结论引用。

Best of Agent Harnesses Model Card

1. Role in Self Evolve

best-of-Agent-Harnesses curates a README-ranked list of 100+ agent harness projects, which can be read as a comparative map of harness engineering options. It matters because self-evolving agents need repeatable harness control, measurable feedback loops, and reusable skill procedures before claiming stable improvement.

2. Working Principle

collect harness projects -> expose category tags, list order and update cadence -> provide comparative entrypoint for reliability-oriented harness selection

3. Evidence Path

web-observed GitHub page showed 64 stars, 4 forks, CC-BY-SA-4.0 license, and README framing as a ranked list of agent harnesses updated weekly. The same README also says its internal table star counts were captured on 2026-05-31, which is a useful trust boundary for its own comparisons. Shell GitHub API access remained blocked by DNS and local gh auth was invalid, so this card treats the snapshot as web-observed rather than API-verified.

4. Teaching Use

Use this card to explain an Agent Harness Landscape Index: it shows how harness/runtime/benchmark layers convert agent behavior into reproducible and auditable engineering workflows.

5. Limits

The repository was not cloned in this iteration; no benchmark run, plugin install, workflow execution, or agent loop experiment was executed. Counts and claims are visible public-page/search signals unless independently revalidated later.