Project report / GitHub evidence
Harness Evolver Model Card
这是可索引项目报告证据页：它保留 Harness Evolver 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 Evolver Model Card
| Field | Value |
|---|---|
| Repository | raphaelchristi/harness-evolver |
| Category | Harness 自进化工具 |
| Stars / forks snapshot | 21 / 2 |
| Language | TypeScript |
| License | MIT |
| Raw capture | raw-github/raphaelchristi_harness-evolver.md |
| Updated by | hourly public metadata update, 2026-05-24 |
1. Role in Self Evolve
把 agent harness 自身作为可进化对象，自动修改 prompts、routing、tools 和 architecture，并用 evaluation gate 合并赢家。
2. Working Principle
failure data -> proposer worktrees -> LangSmith evaluation -> regression gate -> merge winning candidates。
3. Evidence Path
web GitHub page captured Claude Code plugin/npx install path, command surface, and repository layout.
4. Teaching Use
Use this card to explain whether a repository is a runtime, benchmark, harness-evolution loop, memory/skill substrate, or resource index. The key reading path is: raw capture -> classification row -> public site card -> project report -> aggregate GitHub analysis.
5. Limits
未安装插件或运行 LangSmith-backed eval；本轮只记录 public metadata 与机制信号。