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analyze-project

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Original

English

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Translation

Chinese

analyze-project

analyze-project

Use this as the Rigor Analyze / Rigor Audit read-only skill. The installed slug remains

analyze-project

for compatibility.

Use the shared operating principles in

../../references/agent-operating-principles.md

; this skill should guide read-only analysis without constraining the model's project-specific reasoning.

将此作为Rigor Analyze / Rigor Audit只读技能使用。为保持兼容性，已安装的slug仍为

analyze-project

。

请遵循

../../references/agent-operating-principles.md

中的共享操作原则；此技能应指导只读分析，同时不限制模型针对特定项目的推理能力。

When to apply

适用场景

The user wants to understand a deep learning repository before changing it.
The user needs a map of model structure, training entrypoints, inference entrypoints, and config relationships.
The user wants conservative suggestions about likely insertion points or suspicious implementation patterns.
The user explicitly wants read-only analysis and not heavy execution.

用户希望在修改深度学习仓库前先了解其内容。
用户需要一份模型结构、训练入口、推理入口及配置关系的映射图。
用户需要关于潜在插入点或可疑实现模式的保守建议。
用户明确要求只读分析，而非繁重的执行操作。

When not to apply

不适用场景

When the main task is to execute a failing command or debug a traceback.
When the user wants environment setup or asset download only.
When the user wants speculative adaptation or broad exploratory patching.
When the task is a general literature summary without repository analysis.

主要任务是执行失败命令或调试回溯信息时。
用户仅需要环境设置或资产下载时。
用户需要推测性适配或大范围探索性补丁时。
任务为通用文献总结而非仓库分析时。

Clear boundaries

明确边界

This skill is read-mostly.
It may run lightweight static inspection helpers.
It does not patch repository code.
It does not own final reproduction outputs.
It should mark suspicious patterns as heuristics, not confirmed bugs.

此技能以只读为主。
可运行轻量级静态检查工具。
不会修改仓库代码。
不负责最终的复现输出结果。
应将可疑模式标记为启发式判断，而非已确认的bug。

Output expectations

输出预期

```
analysis_outputs/SUMMARY.md
```
```
analysis_outputs/RISKS.md
```
```
analysis_outputs/status.json
```

```
analysis_outputs/SUMMARY.md
```
```
analysis_outputs/RISKS.md
```
```
analysis_outputs/status.json
```

Notes

注意事项

Use

references/analysis-policy.md

and the shared

references/research-pitfall-checklist.md

.

请使用

references/analysis-policy.md

和共享的

references/research-pitfall-checklist.md

。