The workflow that exposed the problem

Writing and iterating on product requirement documents is one of my core responsibilities as a product manager. Today, I often use large language models to clarify requirements, organize a document, and quickly produce a standardized PRD in Markdown. My team, however, stores and collaborates on every product requirement and iteration plan in Confluence.

That gap between drafting and publishing became a recurring bottleneck. When I copied a Markdown document directly into Confluence, the layout would often break: tables stopped working, formatting disappeared, heading levels became inconsistent, and lists lost their structure. Fixing the result by hand meant repeatedly adjusting the same details instead of improving the product itself.

Why I decided to build my own tool

I could not find a lightweight tool that fit a real team workflow while also keeping document data off remote servers. The options available either required manual cleanup, handled only one direction, or introduced an upload step that was inappropriate for confidential PRDs.

So I built Text to Confluence Editor: a browser-based, offline Markdown and Confluence conversion tool designed specifically for drafting, revising, and publishing product documents. Its purpose is simple—remove the incompatibility between Markdown and Confluence without adding another complicated system to the workflow.

1. Real-time editing and fast export

The left panel accepts Markdown generated by an AI assistant or written by hand. The right panel immediately shows the formatted result, so I can catch a broken table or heading before anything reaches Confluence.

Once the document looks right, I can convert it, copy the rendered result, or export a local file in one step. This removes the slow cycle of pasting, repairing the page, and trying again.

2. Bidirectional Markdown and Confluence conversion

The workflow does not stop after publishing. The tool converts a clean Markdown draft into rich text that Confluence can accept, but it can also take content edited in Confluence and turn it back into concise Markdown that an AI model can understand accurately.

That reverse path matters. It means a PRD can move from AI drafting to team review in Confluence and back to AI-assisted editing without rebuilding the document from scratch.

3. Preserve important formatting during PRD revisions

Product requirements change frequently. A finalized Confluence page may contain red text, bold emphasis, or highlights that explain exactly what changed. When the next iteration begins, those signals should not disappear.

Text to Confluence is designed to preserve as much of that meaningful formatting as possible when content moves from Confluence to an AI editor and back again. The goal is not only visual fidelity; it is continuity across product decisions and versions.

4. Everything runs locally in your browser

PRDs can contain unreleased plans, customer information, business rules, and internal decisions. For that reason, conversion, editing, and export all run locally in the browser. The document does not need to be uploaded to a cloud conversion service.

Expanding from Markdown to document conversion

After more people used the tool and shared feedback, one request appeared repeatedly: teams also needed to move existing document files into Confluence. I therefore added document conversion, allowing DOC content to be transformed into rich text that can be used directly in Confluence.

This expanded the tool beyond AI-generated Markdown and made it useful for migrating older specifications, proposals, and product documents as well.

Why I am sharing it for free

Text to Confluence focuses on four things: efficient conversion, faithful formatting, offline privacy, and a practical round trip between Markdown and Confluence. Together, they solve the awkward last mile between generating a PRD with AI and publishing it for a team.

I have made the tool freely available for other product managers and Confluence or Markdown users who are tired of fighting document formatting. I would genuinely like to hear how it works in real workflows, because that feedback will shape what I improve next.

Try the workflow with your own document

Paste a Markdown PRD, review the formatted result, and copy it into Confluence. No account, installation, or document upload is required.

Try Text to Confluence →

从日常 PRD 工作流里暴露出来的问题

作为产品经理，我日常的核心工作之一就是撰写和迭代产品 PRD。现在，我会借助大模型梳理需求、规整文档结构，并快速生成标准化的 Markdown 格式 PRD。团队所有的产品需求文档和迭代方案，则统一托管在 Confluence 中沉淀与协作。

长期使用下来，起草与发布之间的格式断层成了一个高频又棘手的问题。大模型生成的是标准 Markdown，直接复制到 Confluence 后却经常出现排版错乱、表格失效、格式丢失和层级混乱。为了让文档可用，我不得不手动调整、反复修改，把大量时间消耗在机械的格式适配上。

为什么决定自己做一个工具

当时市面上缺少真正适配团队场景、足够轻量，同时又不上传数据的专用转换工具。有些方案仍需要大量手工整理，有些只能单向转换，还有些必须先把文档上传到云端，并不适合包含未公开需求的企业 PRD。

因此，我开发了 Text to Confluence Editor：一款在浏览器本地运行的 Markdown 与 Confluence 双向转换工具，专门服务于产品 PRD 的编写、迭代和上库。它要解决的，就是 Markdown 与 Confluence 格式不兼容、粘贴排版混乱、缺少便捷转换方案 这三个最直接的问题。

第一，支持实时编辑与快速导出

工具左侧可以直接输入或粘贴大模型生成的 Markdown，右侧同步显示转换后的排版结果。表格、标题或列表是否正确，不必等粘贴进 Confluence 后才发现。

确认效果后，可以一键转换、一键复制结果，也可以导出本地文件，省去反复粘贴和调试格式的步骤。

第二，实现 Markdown 与 Confluence 双向格式同步

工具不仅能把 AI 生成的 Markdown 标准文稿转换成适配 Confluence 的富文本，也支持反向转换：把在 Confluence 中编辑过的富文本重新整理成简洁、便于大模型准确理解的 Markdown。

这样，PRD 可以从 AI 起草进入 Confluence 团队评审，再回到 AI 进行二次编辑，而不需要每次都重建整份文档。

第三，适配需求迭代变更场景

产品需求会频繁修改。Confluence 里的定稿文档往往包含标红、加粗和文本高亮，用来说明变更内容或关键决策；进入下一轮迭代时，这些信息不应该丢失。

工具会在 Confluence 内容复制到大模型修改、再重新生成 Markdown 的过程中，尽可能保留这些重点格式，保证文档迭代的完整性与连贯性。

第四，全程本地离线运行，保障文档数据安全

PRD 可能包含尚未公开的规划、客户信息、业务规则和内部决策。因此，所有格式转换、内容编辑和文件导出都在浏览器本地完成，不需要把产品文档或需求内容上传到云端转换服务器。

从 Markdown 继续扩展到文档转换

随着收到越来越多使用者的真实反馈，一个需求反复出现：团队还需要把已有文档迁移进 Confluence。因此，我在原有能力上加入了文档转换，支持将 DOC 文档内容转换成可以直接用于 Confluence 的富文本。

这项能力把工具的使用范围从 AI 生成的 Markdown，延伸到了历史 PRD、方案文档和其他存量资料。

为什么免费开放这款工具

Text to Confluence 聚焦四件事：高效转换、格式保真、离线安全、双向适配。它解决的是 PRD 从 AI 生成到 Confluence 线上落地之间，最后却非常费时的格式适配环节。

我把这款工具免费开放出来，分享给同样被文档格式转换困扰的产品经理，以及所有 Confluence、Markdown 使用者。也欢迎大家把实际使用后的反馈告诉我；我会结合真实业务场景，继续打磨和完善它。

用你的文档试试看

粘贴一份 Markdown PRD，检查排版结果，再复制到 Confluence。无需账号、无需安装，也无需上传文档。

免费体验 Text to Confluence →