LRriver commented on code in PR #355:
URL: https://github.com/apache/hugegraph-ai/pull/355#discussion_r3355748547


##########
tools/ai/hugegraph-ai-deepwiki-skill/README.md:
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@@ -0,0 +1,121 @@
+# HugeGraph AI Repository Assistant
+
+[中文](README-zh.md) | [English](README.md)
+
+This standalone module packages a Claude Code and Codex skill for answering 
questions about the [Apache HugeGraph 
AI](https://github.com/apache/hugegraph-ai) source repository.
+
+DeepWiki is used as the online knowledge and MCP transport layer:
+
+```text
+https://deepwiki.com/apache/hugegraph-ai
+https://mcp.deepwiki.com/mcp
+```
+
+## What It Does
+
+- Answers repository-grounded questions about HugeGraph AI modules, agents, 
RAG workflows, graph-enhanced AI features, model integration, configuration, 
examples, installation, and implementation details.
+- Uses `read_wiki_contents` to build a local DeepWiki wiki cache and searches 
that cache before answering.
+- Uses `ask_question` when the cached context does not directly and precisely 
answer the question.
+- Avoids cloning upstream repositories for ordinary Q&A.
+
+## Requirements
+
+- Python 3.9 or later for the bundled MCP client script.
+- Network access to `https://mcp.deepwiki.com/mcp`.

Review Comment:
   Fixed in ad797fd. The English README now states Python 3.10+ for the bundled 
MCP client, matching the repository `requires-python >=3.10` and Ruff target.



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