Why Do It This Way
The core idea splits into two stages: recording → transcript (done by a transcription tool), transcript → to-dos (done by a chat assistant). The transcription tool "listens clearly", the assistant "thinks clearly"—each plays to its strength, more stable than forcing one tool to do both.
- No need to take notes while in the meeting—focus on listening and participating;
- A to-do list in 1 minute after the meeting, with owners and deadlines at a glance;
- The transcript is searchable and reviewable—no more scrubbing the recording to find "who said they'd do what".
General Three-Step Method
Record well (during the meeting)
Record directly with a transcription tool, or upload the recording file after. For multi-person meetings, use a conference microphone if possible; the quieter the environment, the more accurate the transcription.
Export the transcript (after the meeting)
Wait for the tool to finish the transcript and summary, then copy out the "transcript" portion (not just the summary—the summary loses details).
Let the assistant extract to-dos (1 min)
Paste the transcript into the prompt below, and have it organize into "item / owner / deadline / priority".
Two Transcription Tools Tested
① Otter.ai — Stronger for English Meetings
- Real-time transcription: text appears as people speak, auto-labels speaker;
- After the meeting gives summary + keywords + clickable to-do suggestions, supports text export;
- More accurate on English meetings; free tier has a monthly duration limit, upgrade as needed for heavy-meeting teams.
② Tongyi Tingwu — Smoother for Chinese Meetings / Lectures
- From Alibaba, strong on Chinese meetings, training, and online-course transcription and summarization;
- Upload audio / video or import a link, auto-produces transcript + chapters + to-dos;
- More friendly to Chinese names and terms, has a free quota, enough for daily use.
| Scenario | Recommended | Reason |
|---|---|---|
| Cross-team meetings mainly in English | Otter.ai | Mature English recognition and real-time transcription |
| Chinese internal meetings / training | Tongyi Tingwu | More accurate on Chinese terms and names, more fitting summaries |
| Need to export for further editing | Either | Both support exporting transcripts to feed any assistant |
Prompt to Turn a Transcript into a To-do List
Send the whole block below to any chat assistant like ChatGPT / Kimi / Claude, replacing the bracketed content:
A Real Example
The transcript you provided (excerpt):
The to-dos the assistant produced (excerpt):
- Website redesign draft · Owner: Lao Zhang · Deadline: before this Friday · Priority: High
- Coordinate outsourcing · Owner: Xiao Li · Deadline: before review (next Tuesday) · Priority: Medium
- Find root cause of payment interface errors · Owner: TBD (Xiao Wang + tech) · Deadline: next week · Priority: Medium
- Open question: scope and budget of next month's trial campaign undecided, needs separate confirmation.
Three Pitfalls to Avoid
- Don't send only the summary: a transcription tool's summary omits details; always use the full transcript before extracting to-dos, or you'll miss owners.
- Redact sensitive meetings first: client names, salaries, unpublished data—mask them before transcribing and sending to an assistant, to avoid leaks.
- Verify the "TBD" items: owners/times the assistant infers may be wrong; before sending the to-do list, walk through it yourself and assign "TBD" to real people.
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