把醫學演講／會議的「語音轉文字」逐字稿整理乾淨 —— 修好被聽錯的藥名和數字，而且絕不亂編。
Clean up the messy voice-to-text transcripts of medical talks — fix the misheard drug names and numbers, and never make anything up.
這是一個 Claude 的 skill（技能）。你把演講錄音跑「語音轉文字（ASR）」之後，常會得到一份藥名、試驗名、數字被聽錯的稿子；這個 skill 就是專門幫你把它小心地修好、重寫成乾淨又正確的中文。
This is a Claude skill. After you run a talk's audio through voice-to-text (ASR), you often get a transcript with misheard drug names, trial names, and numbers. This skill carefully fixes those and rewrites the text into something clean and correct.
它最重要的一條原則是：不確定的東西，就老實標出來，絕不假裝很確定。
Its most important rule is simple: if it isn't sure, it says so — it never pretends to be certain.
2026-07（最近一次更新）
2026-07 (latest update)
- 🛡️ 詞庫防呆強化：只有「你親自點頭確認」或「查文獻證實」的更正，才會被存回詞庫；單純多份稿一致不算數，避免把「一起聽錯」的內容當成正確答案存起來。 🛡️ Safer glossary: only corrections you've personally confirmed (or verified against the literature) get saved back — multiple transcripts merely agreeing is not enough, so a shared mistake never gets saved as truth.
- 🔁 多稿比對：現在支援一次比對多份逐字稿（2–4 份最佳），用「多數決」找出真正的疑點。 🔁 Multi-transcript compare: you can now compare several transcripts at once (2–4 is ideal) and let the majority decide the tricky spots.
- 🌐 沒有 Notion 也能用：連不上詞庫時會自動略過、繼續整理，不會卡住。 🌐 Works without Notion: if the glossary can't be reached, it just skips that step and carries on instead of getting stuck.
- 📄 雙語 README ＋ MIT 授權：文件全面白話化，並加上開源授權。 📄 Bilingual README + MIT license: docs rewritten in plain language, and an open-source license added.
① 絕不亂編，安全第一
① It never fabricates — safety first
它不會替任何「無法確認的資訊」硬填答案（人名、藥名、數字、劑量都一樣），也不會捏造文獻引用。不確定的地方會清楚標記，讓你一眼看到哪裡還要再確認。
It won't fill in anything it can't confirm (names, drugs, numbers, doses alike), and it won't invent citations. Anything uncertain is clearly flagged, so you can see at a glance what still needs checking.
② 有一個會越用越聰明的詞庫
② It has a word list that gets smarter the more you use it
你可以在自己的 Notion 建一份「這個字常被聽成那個」的對照表。每整理完一份稿，新學到的更正就會存回去，下一次同類主題的稿子就更好整理。
You can keep a "this-gets-heard-as-that" list in your own Notion. After each job, new confirmed corrections are saved back, so the next transcript on a similar topic is even easier.
③ 用起來很省事
③ It's easy to use
你不用學任何指令或操作介面。只要把稿子丟給 Claude、用白話說「幫我校稿」，它就會自動開始跑整個流程。
There's nothing to learn — no commands, no interface. Just hand Claude the transcript and say, in plain words, "help me proofread this," and it runs the whole process for you.
請照下面的步驟安裝。
Follow these steps to install.
# 1. 下載專案 / Download the project
git clone https://github.com/kau10082/transcript-fix.git
# 2. 把整個資料夾放到 Claude 的 skills 位置
# Move the whole folder into your Claude skills location
# 例如 / e.g. /skills/user/transcript-fix/
# 3. （可選）設定你自己的詞庫 / (Optional) set up your own glossary
cp config.example.json config.local.json
# 接著打開 config.local.json，填入你的 Notion ID
# then open config.local.json and fill in your Notion IDs關於 Notion（可選）：詞庫功能需要在 Claude 裡連上 Notion 連接器（在 Claude App 的「Connectors／連接器」設定裡按 Notion → 授權即可，不需要 API key）。不想用詞庫也沒關係，skill 照樣能運作。
About Notion (optional): the glossary needs the Notion connector in Claude (open Connectors in the Claude app, click Notion, and authorize — no API key needed). Don't want the glossary? That's fine, the skill still works without it.
安裝好之後，使用方法非常簡單：在 Claude 對話中丟給它一份醫學逐字稿，然後用白話講出你的需求就好。
Once installed, using it is very simple: in a Claude conversation, give it a medical transcript and just say what you want in plain words.
可以這樣說（任一句都會觸發）：
You can say things like (any of these will trigger it):
- 「幫我校稿這份逐字稿」／ "Help me proofread this transcript"
- 「把這份演講的逐字稿整理乾淨」／ "Clean up this lecture transcript"
- 「幫我做語意重建」／ "Do a semantic reconstruction for me"
- 「這是同一場的另一份逐字稿，幫我對照」／ "Here's another transcript of the same talk — compare them for me"
整理完你會拿到兩份檔案：一份是清乾淨的逐字稿，另一份是「還需要再確認的事項」清單。
When it's done you'll get two files: a cleaned-up transcript, and a checklist of things still worth double-checking.
transcript-fix/
├── SKILL.md # 核心：skill 的完整流程與規則 / The skill's full workflow and rules
├── README.md # 就是你正在讀的這份說明 / The document you're reading now
├── config.example.json # 設定範本，供你複製 / A config template for you to copy
├── config.local.json # 你的私人 Notion 設定（本機、不會上傳）/ Your private Notion settings (local, never uploaded)
├── .gitignore # 指定哪些檔案不上傳 / Tells git which files to keep out
└── LICENSE # 授權條款 / The license
各檔案的作用，白話說明如下：
Here's what each file does, in plain terms:
SKILL.md：整個 skill 的大腦，寫著它該怎麼一步步整理稿子。這是最重要的檔案。SKILL.md: the brain of the skill — it spells out exactly how to clean up a transcript step by step. This is the most important file.config.example.json：設定的「範本」。你把它複製成config.local.json再填入自己的資料。config.example.json: a settings template. You copy it toconfig.local.jsonand fill in your own details.config.local.json：你的私人設定（Notion 詞庫位置）。它只留在你電腦上，永遠不會被上傳，所以你的資料很安全。config.local.json: your private settings (where your Notion glossary is). It stays on your computer and is never uploaded, so your data stays safe.
非常歡迎你一起讓這個專案變得更好！不管是修正錯字、改善流程，還是回報問題，都很感謝。
Contributions are very welcome — thank you for helping make this project better! Whether it's fixing a typo, improving the workflow, or reporting a problem, it all helps.
想改程式碼（送出修改）：
Want to change something (submit an edit):
- Fork 這個專案到你自己的帳號。／ Fork this project to your own account.
- 建一個新的分支來做修改。／ Create a new branch for your changes.
- 改好之後，發一個 Pull Request（PR） 過來，簡單說明你改了什麼。／ When you're done, open a Pull Request (PR) and briefly describe what you changed.
只是想回報問題或提想法：
Just want to report a problem or share an idea:
直接到 Issues 頁面 開一則 Issue，用白話描述你遇到的狀況就可以了。
Just open an issue on the Issues page and describe what you ran into in plain words.
本專案採用 MIT 授權。簡單來說：你可以自由使用、修改、分享，甚至用在商業用途，唯一的條件是保留原本的授權與版權聲明（也就是標示出處）。
This project uses the MIT License. In short: you're free to use, modify, share, and even use it commercially — the only condition is that you keep the original license and copyright notice (i.e. credit the source).
完整條款請見 LICENSE 檔案。
See the LICENSE file for the full terms.
由 Claude 協作打造。 / Built with Claude.