Archon Model Card
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Archon Model Card
| Field | Value |
|---|---|
| Repository | coleam00/Archon |
| Category | Deterministic AI Coding Harness Builder |
| Stars / forks snapshot | 21900 / 3300 |
| Language | TypeScript |
| License | MIT |
| Raw capture | raw-github/coleam00_archon.md |
| Updated by | hourly public metadata update, 2026-05-28 04:00 +0800 |
1. Role in Self Evolve
Archon is an open-source harness builder for AI coding that turns development processes into deterministic, reusable 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
workflow-defined coding pipeline -> deterministic phases and validation gates -> isolated worktree execution -> artifacted review/PR generation with mixed deterministic and AI nodes
3. Evidence Path
web-observed GitHub page showed 21.9k stars, 3.3k forks, 1,449 commits, MIT license, and README claims around deterministic workflow gates for coding agents. 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 Deterministic AI Coding Harness Builder: 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.