Project report / GitHub evidence

Harness Model Card

这是可索引项目报告证据页:它保留 Harness 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。

Harness Model Card

FieldValue
Repositoryrevfactory/harness
CategoryTeam-Architecture Harness Factory
Stars / forks snapshot3500 / 525
LanguageMarkdown
LicenseApache-2.0
Raw captureraw-github/revfactory_harness.md
Updated byhourly public metadata update, 2026-05-25 09:19 +0800

1. Role in Self Evolve

revfactory/harness 是面向 Claude Code 的 team-architecture factory,把领域描述转成 agent team、skills、orchestration protocol 和验证流程,是 harness-as-meta-factory 的代表。

2. Working Principle

domain sentence -> six team patterns -> generated agent definitions + generated skills -> validation and A/B harness comparison

3. Evidence Path

web GitHub page observed 28 commits, Apache-2.0 license, 3.5k stars and 525 forks; README says it generates .claude/agents and .claude/skills from a domain description using six team-architecture patterns and positions itself as an L3 meta-factory for harnesses. Shell GitHub API access remained DNS-blocked in this run, so this card treats the current snapshot as web-observed rather than API-verified.

4. Teaching Use

Use this card to explain Team-Architecture Harness Factory in the raw -> classification -> project card -> site/report pipeline. The reading path is: raw capture -> classification row -> public site card -> project report -> aggregate GitHub analysis.

5. Limits

当前未克隆源码,未运行 benchmark、skill install flows、memory experiments、MCP servers、agent evolution loops、security scanners 或 production deployments;star/fork/commit/release 快照来自公开 GitHub 页面文本或可见页面片段。