community-automations/github-docs-rag

研究與情報

PublicClaude 子代理

GitHub Docs RAG

GitHub API 文件龐大，想找到正確的 endpoint 和對應的速率限制說明，往往得在不同分頁間來回切換。這個 agent 能回答問題，同時附上來源。

sonnet4 天PineconeOpenAIGitHub APILangChain
ClaudeClaude
ROI for
README.md

為什麼選擇此子代理

GitHub API 文件龐大，想找到正確的 endpoint 和對應的速率限制說明，往往得在不同分頁間來回切換。這個 agent 能回答問題，同時附上來源。

它匯入官方文件，以 endpoint 為單位建立索引，只根據檢索到的段落作答。每個回答都直接連結到相關文件頁面，開發者可以自行驗證細節、繼續閱讀，不必再從頭搜尋。

運作方式

    • Read

      Used at step 01 to kick off the pipeline.

    • Write

      Used at step 01 to kick off the pipeline.

    • WebFetch

      Used at step 01 to kick off the pipeline.

    • WebSearch

      Used at step 01 to kick off the pipeline.

輸出範例

json
// Sample output
// (generated when the pipeline finishes)

Answer GitHub API questions from the official docs only, citing the endpoint and a deep link for each claim.

Unlock the rest

The full agent definition, install snippet, and starter task are gated for community members.

Members get the full `.md` agent file, the npm / pnpm install one-liners, a starter prompt that we've tuned against real runs, and the open-source repo when this automation ships there. One email, magic link, done.