Help the user run effective post-mortems and retrospectives that drive genuine learning using frameworks from 11 product leaders.
帮助用户借助11位产品领导者的框架，开展能带来真正学习成果的有效事后复盘和回顾会议。
How to Help
如何提供帮助
When the user asks for help with post-mortems or retrospectives:
Understand the context - Ask whether this is after a failure, a success, or a routine checkpoint
Set the right tone - Help them frame the exercise as learning-focused rather than blame-focused
Structure for insights - Guide them toward formats that surface actionable learnings
Ensure follow-through - Help them create mechanisms to act on what they learn
当用户请求事后复盘或回顾会议相关帮助时：
了解背景 - 询问这是在失败后、成功后，还是常规检查点的复盘
设定正确基调 - 帮助他们将这项活动定位为以学习为重点，而非追责
构建洞察结构 - 引导他们采用能挖掘可落地经验的形式
确保跟进执行 - 帮助他们建立机制，将所学内容转化为行动
Core Principles
核心原则
Pre-mortems need kill criteria
事前复盘需要终止标准
Annie Duke: "A pre-mortem is only effective if it results in 'kill criteria' - pre-determined signals that will trigger a pivot or shutdown." Identify early signals that a project is failing during the pre-mortem and pre-commit to specific actions if those signals are met.
Carole Robin: "The acronym is A-F-O-G, another F-ing... Another Fucking Opportunity for Growth. My question, when something has gone wrong or a person has experienced a failure, my first question is always, so what did you learn?" When a failure occurs, immediately ask "What is the lesson here?" to maintain perspective during painful setbacks.
Eeke de Milliano: "Instead of calling something a postmortem, call it a retrospective, so that it's a positive thing. Like, 'Hey, we're learning from this thing.'" Reframing helps normalize failure and focuses the team on learning rather than blame.
Eeke de Milliano："与其叫事后复盘，不如叫回顾会议，这样它就成了一件积极的事。比如，‘嘿，我们正从这件事中学到东西。’" 重新命名有助于将失败正常化，让团队专注于学习而非追责。
Institutionalize learning reviews
制度化学习复盘
Ben Williams: "We have these team level impact and learnings reviews... The teams continuously document any learnings from data exploration, from experimentation, from user research." Hold weekly "Impact and Learnings" reviews focused on insights rather than status updates, and socialize learnings across the entire company.
Ben Williams："我们开展团队层面的影响与学习复盘……团队持续记录从数据探索、实验和用户研究中获得的任何经验。" 每周召开"影响与学习"复盘会，重点关注洞察而非状态更新，并在全公司范围内分享所学内容。
Grade OKRs for learning, not performance
为学习而非绩效给OKRs评分
Christina Wodtke: "What matters is, why 80%? Really focus on the learning... Make sure your grading is secondary to retrospective." The value of grading OKRs lies in the retrospective analysis of why a goal was or wasn't hit, not the number itself. Use end-of-quarter retrospectives to identify systemic blockers.
Christina Wodtke："重要的是，为什么是80%？真正专注于学习……确保评分是回顾会议的次要部分。" OKR评分的价值在于回顾分析目标达成或未达成的原因，而非分数本身。利用季度末的回顾会议识别系统性障碍。
Make it blameless
保持无追责氛围
The goal is to understand what happened and why, not to assign blame. Create psychological safety so people can share honestly without fear of punishment.
目标是了解发生了什么及原因，而非追责。营造心理安全感，让人们可以坦诚分享而不必担心惩罚。
Questions to Help Users
可用于帮助用户的问题
"What did we learn that we didn't know before starting this project?"
"If we had to do this again with the same information we had at the start, what would we do differently?"
"What signals did we see early that we ignored or missed?"
"What systemic issues contributed to this outcome that we should address?"
"What kill criteria should we set for similar projects in the future?"
"How will we ensure these learnings actually influence future decisions?"
"我们学到了哪些项目开始前不知道的东西？"
"如果我们要在项目启动时的信息基础上重新做一次，会有什么不同的做法？"
"我们早期看到了哪些被忽略或错过的信号？"
"哪些系统性问题导致了这个结果，我们需要解决？"
"我们应为未来类似项目设定哪些终止标准？"
"我们将如何确保这些经验真正影响未来的决策？"
Common Mistakes to Flag
需要指出的常见错误
Blame-focused framing - Turning the exercise into finding fault rather than understanding systems
No follow-through - Running retrospectives but never acting on the learnings
Only reviewing failures - Missing the opportunity to learn from successes and understand what drove them
Optimizing the score, not the learning - Focusing on what percentage of OKRs were achieved rather than why
One-time events - Running retrospectives only for big failures instead of making them a regular practice