Project report / GitHub evidence

OpenClaw Codex App Server Model Card

这是可索引项目报告证据页:它保留 OpenClaw Codex App Server 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。

OpenClaw Codex App Server Model Card

FieldValue
Repositorypwrdrvr/openclaw-codex-app-server
CategoryHarness-Oriented App Server for OpenClaw and Codex Workflows
Stars / forks snapshot258 / 35
LanguageTypeScript
LicenseMIT
Raw captureraw-github/pwrdrvr_openclaw-codex-app-server.md
Updated byhourly public metadata update, 2026-05-31 19:50 +0800

1. Role in Self Evolve

pwrdrvr/openclaw-codex-app-server exposes an app-server runtime linking OpenClaw workflows with Codex and provider integrations. It matters because self-evolving agents need repeatable harness control, measurable feedback loops, and reusable skill procedures before claiming stable improvement.

2. Working Principle

host OpenClaw runtime endpoints behind an app server layer -> connect Codex and external model providers through unified interfaces -> control task execution and environment state with server-level policies -> enable reproducible harness loops for agent coding workflows

3. Evidence Path

web-observed GitHub page showed 258 stars, 35 forks, 113 commits, MIT license, and TypeScript-based app-server architecture. 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 Harness-Oriented App Server for OpenClaw and Codex Workflows: 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.