Agentic Harness Engineering Model Card
这是可索引项目报告证据页：它保留 Agentic Harness Engineering 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。
Agentic Harness Engineering Model Card
One Sentence
Agentic Harness Engineering remains the clearest public example of making the harness, not only the model, the object of improvement.
Three Sentences
It belongs in the runtime layer: prompts, tools, middleware, memory, subagents, and evaluators are exposed as versioned engineering surfaces. That matters for this survey because it turns benchmark deltas into something an agent team can inspect, edit, test, and roll back. The 2026-06-17 morning authenticated packet keeps the harness anchor current even though its public counts stayed stable versus the earlier 02:30 packet.
Model Card
| Field | Value |
|---|---|
| Repository | china-qijizhifeng/agentic-Harness-engineering |
| Source | raw-github/china-qijizhifeng_agentic-harness-engineering.md |
| Category | Harness evolution engineering |
| Pattern | editable harness surface -> evaluator pressure -> harness mutation -> regression verification |
| Evidence | Authenticated GitHub API snapshot, 2026-06-17 08:29 +0800 |
Teaching Use
Use this project to explain why self-evolution is not limited to weight updates or code search. In production, the harness is where permissions, routing, memory, evaluation, and rollback actually live.
Evidence And Limits
The raw capture now reflects a GitHub metadata packet observed on 2026-07-05: 685 stars, 75 forks, 46 commits, 2 open issues, and 0 open pull requests. This packet is fresher than the previous authenticated packet at 2026-07-05 01:38 +0800 where a delta was observed. This run did not execute the repository locally, validate workflows end to end, or independently rerun benchmark claims. Product, memory, benchmark, and automation claims therefore remain repository-scoped unless separately tested.