Clownfish Model Card
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Clownfish Model Card
| Field | Value |
|---|---|
| Repository | openclaw/clownfish |
| Category | Maintainer Codex Harness for Issue Clusters |
| Stars / forks snapshot | 36 / 11 |
| Language | JavaScript |
| License | Unspecified (public page metadata) |
| Raw capture | raw-github/openclaw_clownfish.md |
| Updated by | hourly public metadata update, 2026-05-29 22:15 +0800 |
1. Role in Self Evolve
clownfish is OpenClaw’s maintainer codex harness focused on resolving issue clusters at scale with auditable workflows. It matters because self-evolving agents need repeatable harness control, measurable feedback loops, and reusable skill procedures before claiming stable improvement.
2. Working Principle
crawl and cluster large issue queues -> route clusters into codex-maintainer workflows -> execute fixes and verification steps -> feed resolved cases back into maintainable engineering loops
3. Evidence Path
web-observed GitHub page showed 36 stars, 11 forks, 1,793 commits and JavaScript language signals; page copy states clownfish is a maintainer codex harness for issue clusters. 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 Maintainer Codex Harness for Issue Clusters: 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.