Building an Open‑Source Support Tool That Turns Your Docs into Reusable Knowledge

说明与用途

构建一个开源支持工具，将 Discord、Slack 和 GitHub 的问题转化为可重复使用的知识库文章，简化答案创建和检索流程。

问题

Support teams struggle to capture and reuse knowledge from conversations, leading to duplicated effort and buried insights.

结果

answerLoops streamlines the creation, review, and publication of support knowledge, reducing duplicated effort and improving agent answer quality.

工作流

• 1. Integrate answerLoops with Discord, Slack, GitHub, Telegram, etc.
• 2. Use the dashboard to view incoming questions and draft answers via Mastra agents.
• 3. Review or edit drafts; enable automatic replies if confidence criteria are met.
• 4. Add new knowledge by hand through Knowledge Base → Manage → Write an answer by hand, or import from docs, files, GitHub, Notion.
• 5. Promote resolved tickets to KB articles using the Promote to KB action.
• 6. Capture unanswered questions in the Review tab and approve or reject them for publication.
• 7. Monitor Knowledge Coverage and Article Usage to identify gaps and improve retrieval.

证据

I spend a good part of my day working with the community at CopilotKit, answering questions in Discord, GitHub, and Slack, helping people get unstuck, and pointing them to the right resources.

来源

answerLoops is an open‑source AI support tool that brings questions from Discord, Slack, GitHub, Telegram, and other connected channels into one dashboard.

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For knowledge‑based replies in the ticket pipeline, a Mastra agent generates a draft and a separate agent scores its confidence and whether it fully answers the question.

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An owner or admin can open Knowledge Base → Manage and use Write an answer by hand…

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The Promote to KB action lets an owner or admin turn that ticket’s question and answer into a knowledge‑base article.

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