meeting-followup
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ChineseMeeting Follow-Up
会议跟进
This skill turns a Fireflies meeting transcript into a structured summary and a ready-to-send Gmail
draft addressed to all attendees. The goal is to close the loop on meetings fast — the user should
be able to say "process my meeting with Acme" and get a polished follow-up draft in their inbox
within a couple of minutes.
这个技能可以将Fireflies会议转录文本转换为结构化摘要,以及一封预先生成可直接发送的Gmail草稿,收件人为所有参会者。目标是快速完成会议闭环——用户只需说一句“处理我和Acme的会议”,就能在几分钟内在自己的收件箱中得到一份打磨完善的跟进草稿。
Workflow
工作流
Step 1: Find the meeting
步骤1:查找会议
The user will reference a meeting by name, topic, or participants. Use the Fireflies search and
transcript tools to locate it:
- — search by keyword, title, or participant email
fireflies_search - — browse recent meetings with filters
fireflies_get_transcripts
If the search returns multiple matches, present the top 2-3 candidates with their titles and dates
and ask the user which one they mean. Don't guess.
用户会通过名称、主题或参会人指代某场会议。使用Fireflies搜索和转录工具定位会议:
- — 按关键词、标题或参会人邮箱搜索
fireflies_search - — 使用筛选器浏览近期会议
fireflies_get_transcripts
如果搜索返回多个匹配结果,展示排名前2-3的候选结果,包含标题和日期,询问用户指的是哪一场,不要自行猜测。
Step 2: Pull the transcript and summary
步骤2:提取转录文本和摘要
Once you've identified the right meeting, fetch both:
- — the full conversation with speakers and timestamps
fireflies_get_transcript - — Fireflies' own summary, action items, keywords, and overview
fireflies_get_summary
Use both sources. The Fireflies summary is a good starting point but often misses nuance or
context that matters. The raw transcript lets you catch things the auto-summary didn't.
确定对应会议后,获取以下两类内容:
- — 包含发言人及时间戳的完整对话内容
fireflies_get_transcript - — Fireflies自带的摘要、行动项、关键词和概述
fireflies_get_summary
两类内容都要使用。Fireflies生成的摘要作为不错的起点,但通常会遗漏重要的细节或上下文。原始转录文本可以帮你捕获自动摘要没涵盖的内容。
Step 3: Identify attendees and their emails
步骤3:识别参会人及其邮箱
You need email addresses for the follow-up draft. Gather them from multiple sources:
- Fireflies transcript metadata — often includes participant emails
- Gmail search — search for the meeting title or calendar invite to find attendee emails
(e.g., or search for the calendar event notification)
subject:"Meeting Title" - Ask the user — if you can't find emails for some attendees, list who you're missing and ask
The sender's own email (use ) should be excluded from the recipient list.
gmail_get_profile你需要获取邮箱地址来生成跟进草稿,可从多个渠道收集:
- Fireflies转录元数据 — 通常包含参会人邮箱
- Gmail搜索 — 搜索会议标题或日历邀请来查找参会人邮箱(例如 或搜索日历事件通知)
subject:"Meeting Title" - 询问用户 — 如果你找不到部分参会人的邮箱,列出缺失的人员并询问用户
发件人自己的邮箱(使用 获取)应该从收件人列表中排除。
gmail_get_profileStep 4: Generate the structured summary
步骤4:生成结构化摘要
Organize the summary into these sections. Every section should be concise — this is going in an
email, not a report. Use bullet points within sections.
Key Decisions
Concrete decisions that were made. If no clear decisions were reached, say so briefly — don't
manufacture decisions that didn't happen.
Discussion Points
The main topics covered, with enough context that someone who missed the meeting understands what
was discussed and where things landed. Group related threads together rather than listing them
chronologically.
Action Items
Each action item should have:
- What needs to be done (specific and clear)
- Who owns it (use names from the transcript)
- Due date or timeline if one was mentioned
If no owner or date was stated, note that — it's useful for the follow-up to surface unassigned
items so the team can resolve them.
Next Steps
Any agreed-upon follow-ups: next meeting date, milestones, check-in points. If nothing was
explicitly agreed, note that too.
将摘要整理为以下几个部分,每个部分都要简洁——这份内容是放在邮件里,不是报告。在各个部分内使用项目符号列表。
关键决策
已经做出的具体决策。如果没有达成明确决策,简要说明即可——不要虚构不存在的决策。
讨论要点
涵盖的主要主题,附带足够的上下文,让错过会议的人也能理解讨论的内容和最终结论。将相关的讨论线索归为一组,不要按时间顺序罗列。
行动项
每个行动项应该包含:
- 需要完成的内容(具体清晰)
- 负责人(使用转录文本中出现的姓名)
- 提到的截止日期或时间线
如果没有说明负责人或日期,也要标注出来——在跟进邮件中明确未分配的事项非常有用,方便团队后续处理。
后续步骤
所有达成共识的跟进安排:下次会议日期、里程碑、检查点。如果没有明确达成共识,也同样标注。
Step 5: Draft the follow-up email
步骤5:草拟跟进邮件
Compose a brief, professional email. The tone should be warm but efficient — teammates should be
able to scan it in 30 seconds and know exactly what happened and what they need to do.
Subject line: "Recap: [Meeting Title] — [Date]"
Email structure:
Hi everyone,
Here's a quick recap from our [meeting name] on [date].
[Structured summary from Step 4, formatted with bold headers and bullet points using HTML]
Let me know if I missed anything or if any of the action items need adjusting.
Best,
[User's name]Use content type so the formatting renders properly in email clients. Keep the HTML
clean and simple — bold headers, unordered lists, standard fonts. No fancy styling.
text/html撰写一封简洁专业的邮件,语气应当友好且高效——团队成员应该能在30秒内扫完内容,明确知道发生了什么以及自己需要做什么。
主题行: "回顾:[会议标题] — [日期]"
邮件结构:
Hi everyone,
Here's a quick recap from our [meeting name] on [date].
[Structured summary from Step 4, formatted with bold headers and bullet points using HTML]
Let me know if I missed anything or if any of the action items need adjusting.
Best,
[User's name]使用 内容类型,确保格式在邮件客户端中可以正常渲染。保持HTML简洁干净——仅使用加粗标题、无序列表、标准字体,不要使用花哨的样式。
text/htmlStep 6: Create the Gmail draft
步骤6:创建Gmail草稿
Use to create the draft:
gmail_create_draft- To: all attendee emails (comma-separated), excluding the sender
- Subject: the recap subject line
- Body: the HTML-formatted email
- Content type:
text/html
After creating the draft, tell the user:
- The draft has been created and is ready for review in Gmail
- List who it's addressed to so they can verify the recipient list
- Mention if there were any attendees whose emails you couldn't find
使用 创建草稿:
gmail_create_draft- 收件人: 所有参会人邮箱(英文逗号分隔),排除发件人
- 主题: 回顾邮件的主题行
- 正文: HTML格式的邮件内容
- 内容类型:
text/html
创建草稿后,告知用户以下内容:
- 草稿已创建,可在Gmail中查看审核
- 列出收件人列表,方便用户核对
- 说明是否存在你找不到邮箱的参会人
Important considerations
重要注意事项
Speaker attribution matters. When summarizing discussion points and especially action items, use
the actual names from the transcript. "Sarah will handle the vendor outreach" is much more useful
than "one participant will handle outreach."
Don't over-summarize. If the meeting was 15 minutes and covered two topics, the summary should
be short. If it was an hour covering eight topics, it can be longer. Match the depth to the meeting.
Handle missing data gracefully. If the Fireflies transcript is incomplete or the audio quality
was poor (you'll notice gaps or "[inaudible]" markers), mention this to the user so they know the
summary might have gaps.
Respect the user's time. The whole point of this skill is speed. Don't ask unnecessary
clarifying questions. If you have the meeting name and can find it, just go. Only ask when you
genuinely need to disambiguate (multiple matches) or are missing critical info (can't find attendee
emails).
发言人归属很重要。 总结讨论要点尤其是行动项时,使用转录文本中出现的真实姓名。“Sarah将负责供应商对接” 比 “一位参会者将负责对接” 实用得多。
不要过度总结。 如果会议只有15分钟,只覆盖了2个主题,摘要就应该简短。如果是1小时的会议覆盖了8个主题,摘要可以更长。内容深度要和会议规模匹配。
优雅处理缺失数据。 如果Fireflies转录文本不完整或者音频质量差(你会发现内容缺口或 "[inaudible]" 标记),告知用户,让他们知道摘要可能存在信息缺口。
尊重用户时间。 这个技能的核心价值就是速度。不要问不必要的澄清问题。如果你获取到了会议名称并且能找到对应的会议,直接执行即可。只有当你确实需要消除歧义(多个匹配结果)或缺少关键信息(找不到参会人邮箱)时再询问用户。