AgentSkillsCN

pre-mortem

想象您的项目惨遭失败——然后倒推回溯,找出失败的根源。运用加里·克莱因的“前瞻性回顾”技巧,防患于未然,提前捕捉潜在的失败征兆。适用于以下场景:在**产品、营销活动或重大计划上线之前**;在**做出重要决策(如招聘、投资、合作)之前**;在**启动项目之初**,及时识别团队尚未考虑到的风险;当您过于自信,所有人都认定计划“天衣无缝”时;在**投入资源之前**,为重大事项做好充分的准备……

SKILL.md
--- frontmatter
name: pre-mortem
description: "Imagine your project has failed spectacularly—then work backward to identify why. Apply Gary Klein's \"prospective hindsight\" technique to catch failures before they happen. Use when: **Before launching** a product, campaign, or major initiative; **Before making** an important decision (hiring, investment, partnership); **Starting a project** to identify risks the team hasn't considered; **When overconfident** and everyone agrees the plan is great; **Before committing resources** to a signific..."
license: MIT
metadata:
  author: ClawFu
  version: 1.0.0
  mcp-server: "@clawfu/mcp-skills"

Pre-Mortem

Imagine your project has failed spectacularly—then work backward to identify why. Apply Gary Klein's "prospective hindsight" technique to catch failures before they happen.

When to Use This Skill

  • Before launching a product, campaign, or major initiative
  • Before making an important decision (hiring, investment, partnership)
  • Starting a project to identify risks the team hasn't considered
  • When overconfident and everyone agrees the plan is great
  • Before committing resources to a significant undertaking
  • In team planning to surface concerns people might hesitate to share

Methodology Foundation

AspectDetails
SourceGary Klein (1989), cognitive psychologist, naturalistic decision making pioneer
ExpertKlein's research shows pre-mortems increase accuracy of identifying reasons for outcomes by 30%
Core Principle"Prospective hindsight" - imagining an event has already occurred dramatically improves our ability to explain it. The future feels distant; the past feels real.

What Claude Does vs What You Decide

Claude DoesYou Decide
Structures production workflowFinal creative direction
Suggests technical approachesEquipment and tool choices
Creates templates and checklistsQuality standards
Identifies best practicesBrand/voice decisions
Generates script outlinesFinal script approval

What This Skill Does

  1. Surfaces hidden risks - Finds dangers invisible to forward-looking planning
  2. Gives permission to criticize - Team members can voice concerns safely
  3. Reduces overconfidence - Counters planning fallacy and optimism bias
  4. Improves plans before execution - Fix problems when they're cheap to fix
  5. Creates psychological safety - "We're imagining failure" feels safer than "I think this will fail"

How to Use

Run a Pre-Mortem

code
Run a Pre-Mortem on this project:
[describe the project, product, or decision]

It's one year from now and this has failed completely. What happened?

Stress-Test a Decision

code
Pre-Mortem this decision:
[describe the decision you're considering]

Assume we made this choice and it went badly. What went wrong?

Team Pre-Mortem Facilitation

code
Help me facilitate a Pre-Mortem session for my team.
Project: [description]
Team size: [number]
Time available: [duration]

Provide the agenda, questions to ask, and how to synthesize findings.

Instructions

When facilitating a Pre-Mortem, follow this systematic process:

Step 1: Set the Stage

code
## Pre-Mortem Setup

**Project/Decision:** ________________________________

**Timeline:** [Imagine we're looking back from X months/years]

**The Scenario:**
"It is [future date]. This project has failed—not just underperformed,
but failed spectacularly. The results are in and they're bad.

We're now conducting a post-mortem to understand what went wrong.
Looking back, it's obvious why this failed..."

**Rules:**
1. Failure has ALREADY happened (this is a fact in this exercise)
2. Everyone must contribute at least one reason
3. No defending the plan (we're explaining failure, not preventing it)
4. Be specific, not vague
5. "I had a bad feeling" is valid (hindsight makes it concrete)

Step 2: Individual Failure Generation (Silent)

code
## Individual Brainstorm (5-10 minutes)

Each person silently writes answers to:

"Looking back, this project failed because..."

1. ________________________________________________
2. ________________________________________________
3. ________________________________________________
4. ________________________________________________
5. ________________________________________________

**Prompt Questions:**
- What did we overlook?
- What assumption proved wrong?
- What external event derailed us?
- Who let us down (vendor, team member, partner)?
- What resource ran out?
- What competitor move hurt us?
- What customer behavior surprised us?
- What technical problem emerged?
- What communication failure occurred?
- What timeline assumption was wrong?

Why Silent First:

  • Prevents groupthink
  • Allows introverts equal voice
  • Captures diverse concerns before discussion narrows focus

Step 3: Share and Cluster

code
## Round Robin Sharing

**Process:**
1. Each person shares ONE reason (no discussion yet)
2. Continue rounds until all reasons shared
3. Capture on whiteboard/doc as shared

**Clustering:**
Group similar failure reasons into categories:

### EXECUTION FAILURES
- ________________________________
- ________________________________

### EXTERNAL FACTORS
- ________________________________
- ________________________________

### RESOURCE CONSTRAINTS
- ________________________________
- ________________________________

### ASSUMPTION FAILURES
- ________________________________
- ________________________________

### PEOPLE/TEAM ISSUES
- ________________________________
- ________________________________

### TIMING/MARKET
- ________________________________
- ________________________________

Step 4: Analyze and Prioritize

code
## Risk Assessment Matrix

For each failure reason, assess:

| Failure Reason | Likelihood | Impact | Detectability | Risk Score |
|----------------|------------|--------|---------------|------------|
| [Reason 1] | H/M/L | H/M/L | Early/Late/Never | ___ |
| [Reason 2] | H/M/L | H/M/L | Early/Late/Never | ___ |
| [Reason 3] | H/M/L | H/M/L | Early/Late/Never | ___ |

**Scoring:**
- High Likelihood + High Impact + Late/Never Detection = CRITICAL
- Medium/Medium/Early = MANAGEABLE
- Low/Any/Early = MONITOR

## Priority Failures

**CRITICAL (Must Address):**
1. ________________________________
2. ________________________________
3. ________________________________

**MONITOR (Watch Closely):**
1. ________________________________
2. ________________________________

Step 5: Create Prevention/Mitigation Plans

code
## Prevention Strategies

For each critical risk:

### Risk: [Failure Reason 1]

**Early Warning Signs:**
- ________________________________
- ________________________________

**Prevention Actions:**
- ________________________________
- ________________________________

**If It Happens Anyway (Mitigation):**
- ________________________________
- ________________________________

**Owner:** ____________
**Review Date:** ____________

---

### Risk: [Failure Reason 2]

[Repeat structure]

---

## Tripwires (Automatic Triggers)

"If we see [sign], we immediately [action]"

1. If ______________, then ______________
2. If ______________, then ______________
3. If ______________, then ______________

Step 6: Integrate into Plan

code
## Updated Project Plan

### Original Assumptions (Now Questioned)
| Assumption | Pre-Mortem Concern | Validation Plan |
|------------|-------------------|-----------------|
| [Assumption] | [Risk raised] | [How to test] |
| [Assumption] | [Risk raised] | [How to test] |

### New Safeguards Added
- [ ] ________________________________
- [ ] ________________________________
- [ ] ________________________________

### Monitoring Dashboard
Track these metrics as early warning system:
1. ________________________________
2. ________________________________
3. ________________________________

### Scheduled Check-ins
- Week 2: Review assumption #1
- Week 4: Check metric #2
- Month 2: Full pre-mortem review

Examples

Example 1: Product Launch Pre-Mortem

Context: SaaS company launching new enterprise product in 3 months.

Input:

"We're launching our enterprise product in Q2. Everyone's excited. Run a Pre-Mortem—what killed us?"

Output:

The Scenario: "It's September. Our Q2 enterprise launch failed. We've burned through our runway, the product hasn't gained traction, and we're considering a pivot. What went wrong?"

Failure Reasons Generated:

EXECUTION FAILURES:

  1. We underestimated enterprise sales cycle (6-12 months, not 2)
  2. Security review requirements we didn't anticipate (SOC2, etc.)
  3. The product wasn't actually enterprise-ready (missing audit logs, SSO)
  4. Support couldn't handle enterprise customer expectations

MARKET/TIMING: 5. Enterprise budgets were frozen due to economic conditions 6. Two competitors launched similar products in Q1 7. Target companies in "wait and see" mode

INTERNAL/TEAM: 8. Sales team had no enterprise experience 9. Engineering bandwidth split between launch and bug fixes 10. Marketing message didn't resonate with enterprise buyers

RESOURCE: 11. Ran out of runway before enough deals closed 12. Couldn't hire enterprise sales rep fast enough

Risk Assessment:

Failure ReasonLikelihoodImpactPriority
Enterprise sales cycle underestimatedHIGHHIGHCRITICAL
Product not enterprise-readyHIGHHIGHCRITICAL
Budget freezeMEDIUMHIGHWATCH
Competitive launchMEDIUMMEDIUMMONITOR
Sales team inexperienceHIGHHIGHCRITICAL

Prevention Plan:

Risk 1: Sales Cycle Underestimated

  • Prevention: Start enterprise conversations NOW (3 months early)
  • Validation: Have 5 LOIs before launch, not 5 "interested" calls
  • Tripwire: If no LOIs by Week 4, pause launch

Risk 2: Product Not Enterprise-Ready

  • Prevention: Hire enterprise advisor to audit requirements
  • Action: Prioritize SSO, audit logs, SLA before launch
  • Tripwire: If security questionnaire failure, delay launch

Risk 3: Sales Team Inexperience

  • Prevention: Hire one senior enterprise rep or consultant
  • Alternative: Partner with enterprise-focused reseller
  • Validation: Close one pilot before full launch

Updated Plan:

  • Push launch to Q3 (realistic timeline)
  • Add SOC2 certification to roadmap
  • Hire enterprise sales lead in Q1
  • Secure 3 design partners before public launch

Example 2: Hiring Decision Pre-Mortem

Context: Startup about to make critical senior hire.

Input:

"We're about to hire a VP of Engineering. $300K salary, equity, big commitment. Pre-Mortem this decision—how did this hire fail?"

Output:

The Scenario: "It's 12 months later. The VP of Engineering hire was a disaster. We've parted ways (expensively), the team is demoralized, and we've lost 6 months of progress. What happened?"

Failure Reasons:

WRONG FIT:

  1. Great at BigCo process, couldn't handle startup ambiguity
  2. Culture mismatch—too hierarchical for our flat structure
  3. Technical skills outdated (legacy stack experience)
  4. Wanted to build empire, not ship product

POOR PROCESS: 5. We were desperate and moved too fast 6. References were from friends, not actual reports 7. Didn't test actual work (no trial project) 8. Founder charisma masked red flags in interviews

WRONG EXPECTATIONS: 9. We said "VP" but needed "player-coach" 10. Compensation expectations kept growing 11. They expected more team/budget than we had

EXTERNAL: 12. Counter-offers pulled them back mentally 13. Their spouse hated the relocation 14. They took the job as a "stepping stone"

Risk Assessment:

Failure ReasonLikelihoodImpactPriority
Wrong for startup stageHIGHCRITICALCRITICAL
Poor reference checkingMEDIUMHIGHCRITICAL
Expectations mismatchHIGHHIGHCRITICAL
No trial periodMEDIUMHIGHACTION

Prevention Plan:

Risk 1: Wrong for Startup Stage

  • Prevention: Explicitly discuss startup chaos in interview
  • Test: "Tell me about a time you shipped with incomplete specs"
  • Red flag: All examples from large companies

Risk 2: Poor Reference Checking

  • Prevention: Talk to people THEY didn't list
  • Minimum: 2 former direct reports (not friends)
  • Ask: "Would you enthusiastically rehire them?"

Risk 3: Expectations Mismatch

  • Prevention: Written expectations doc, signed
  • Include: Budget, team size, first-year goals
  • Discuss: "What if budget is cut in half?"

Risk 4: No Trial Period

  • Prevention: Paid 2-week trial project before offer
  • Alternative: Advisory period first
  • At minimum: Pair on real problem for half-day

Updated Hiring Process:

  1. Add "startup chaos" scenarios to interview
  2. Reference check includes LinkedIn outreach to unlisted people
  3. Written expectations document
  4. 2-week paid trial before final offer
  5. 90-day milestone check-in

Checklists & Templates

Pre-Mortem Canvas

code
┌─────────────────────────────────────────────────────────────────┐
│                     PRE-MORTEM CANVAS                           │
├─────────────────────────────────────────────────────────────────┤
│                                                                 │
│  PROJECT: _________________________________________________    │
│                                                                 │
│  DATE OF "FAILURE": _________________                          │
│                                                                 │
│  "It is [date]. This project has failed completely."           │
│                                                                 │
├─────────────────────────────────────────────────────────────────┤
│                                                                 │
│  WHY IT FAILED:                                                 │
│                                                                 │
│  1. _______________________________________________________    │
│  2. _______________________________________________________    │
│  3. _______________________________________________________    │
│  4. _______________________________________________________    │
│  5. _______________________________________________________    │
│                                                                 │
├─────────────────────────────────────────────────────────────────┤
│                                                                 │
│  TOP 3 RISKS TO ADDRESS:                                        │
│                                                                 │
│  1. _________________ Prevention: _______________________      │
│  2. _________________ Prevention: _______________________      │
│  3. _________________ Prevention: _______________________      │
│                                                                 │
├─────────────────────────────────────────────────────────────────┤
│                                                                 │
│  TRIPWIRES:                                                     │
│                                                                 │
│  If ___________________ → Then ___________________             │
│  If ___________________ → Then ___________________             │
│                                                                 │
└─────────────────────────────────────────────────────────────────┘

Team Pre-Mortem Facilitation Guide

code
## Pre-Mortem Meeting Agenda

**Duration:** 45-60 minutes
**Attendees:** Full project team
**Materials:** Sticky notes, timer, whiteboard

### 1. SETUP (5 min)
"It's [future date]. This project has failed—not just missed
targets, but failed spectacularly. We're doing a post-mortem.
With the benefit of hindsight, why did this fail?"

### 2. SILENT BRAINSTORM (7 min)
- Everyone writes failure reasons on sticky notes
- One reason per note
- Minimum 5 per person
- No talking

### 3. ROUND ROBIN (15 min)
- Each person shares one note at a time
- Post to wall, no discussion yet
- Continue until all shared
- Cluster similar items

### 4. DISCUSS & PRIORITIZE (15 min)
- Which risks are most likely?
- Which would be most damaging?
- Dot vote: everyone gets 3 dots

### 5. ACTION PLANNING (15 min)
- Top 3 risks get prevention plans
- Assign owners
- Set tripwires

### 6. CLOSE (3 min)
- Capture in doc
- Schedule follow-up
- Thank team for honesty

Pre-Mortem Question Bank

code
## Pre-Mortem Prompts

Use these to stimulate thinking about different failure modes:

### EXECUTION
- What part of the plan was unrealistic?
- Where did quality suffer?
- What dependency let us down?

### PEOPLE
- Who underperformed or left?
- What conflict derailed us?
- What communication failed?

### RESOURCES
- What resource ran out?
- What was more expensive than planned?
- What took longer than expected?

### MARKET/EXTERNAL
- What changed in the market?
- What competitor move hurt us?
- What customer behavior surprised us?

### ASSUMPTIONS
- What "fact" proved wrong?
- What did we overlook?
- What seemed obvious in hindsight?

### TIMING
- What should we have done sooner?
- What external event affected us?
- What deadline was unrealistic?

Pre-Mortem vs Post-Mortem

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## When to Use Each

### PRE-MORTEM (Before)
✓ Project hasn't started yet
✓ Major decision pending
✓ Team is overconfident
✓ High-stakes initiative
✓ Want to find problems early

### POST-MORTEM (After)
✓ Project has completed (success or failure)
✓ Want to capture lessons learned
✓ Building institutional knowledge
✓ Improving future processes

### KEY DIFFERENCE

Post-Mortem: "What happened?" (Limited by actual events)
Pre-Mortem: "What COULD happen?" (Unlimited imagination)

Research shows Pre-Mortem generates 30% more failure reasons.
Why? "Prospective hindsight" makes imagined failure feel real.

Skill Boundaries

What This Skill Does Well

  • Structuring audio production workflows
  • Providing technical guidance
  • Creating quality checklists
  • Suggesting creative approaches

What This Skill Cannot Do

  • Replace audio engineering expertise
  • Make subjective creative decisions
  • Access or edit audio files directly
  • Guarantee commercial success

References

  • Klein, Gary. "Performing a Project Premortem" Harvard Business Review (2007)
  • Klein, Gary. "Sources of Power: How People Make Decisions" (1998)
  • Kahneman, Daniel. "Thinking, Fast and Slow" (2011) - Includes Klein's research
  • Heath, Chip & Dan. "Decisive" (2013) - Pre-mortem applications

Related Skills


Skill Metadata (Internal Use)

yaml
name: pre-mortem
category: strategy
subcategory: risk-analysis
version: 1.0
author: MKTG Skills
source_expert: Gary Klein
source_work: "Performing a Project Premortem" (HBR 2007)
difficulty: beginner
estimated_value: $1,000 risk assessment consultation
tags: [risk-management, planning, decision-making, Klein, prospective-hindsight]
created: 2026-01-25
updated: 2026-01-25