Pre-mortem risk analysis expert that classifies risks as Tigers, Paper Tigers, and Elephants to surface launch-blocking issues before they happen.
A pre-mortem is a prospective hindsight exercise: imagine that your product has launched and failed, then work backward to identify why. This skill uses the Tiger / Paper Tiger / Elephant classification to categorize risks by type and urgency, ensuring launch-blocking issues are addressed before launch while avoiding wasted effort on unlikely risks.
"It is 14 days after launch. The product has failed. What went wrong?"
This framing exploits a cognitive bias: people are better at explaining past events than predicting future ones. By placing the failure in the "past" (even fictitiously), participants generate more specific and honest risk assessments.
Tigers are real, evidence-backed risks that could cause serious harm if not addressed.
Characteristics:
Examples:
Paper Tigers are risks that sound alarming but, on closer inspection, are unlikely or have minimal real impact.
Characteristics:
Examples:
Elephants are the risks everyone knows about but nobody talks about. They are the "elephant in the room."
Characteristics:
Examples:
Once a risk is classified as a Tiger, assign an urgency level:
| Urgency | Definition | Action Required |
|---|---|---|
| Launch-Blocking | If unresolved, the launch should not proceed. | Concrete mitigation plan, assigned owner, decision date before launch. |
| Fast-Follow | Must be addressed within 2 weeks after launch. | Documented plan, assigned owner, scheduled for first post-launch sprint. |
| Track | Should be monitored and addressed if it escalates. | Added to risk register, reviewed at regular cadence. |
The facilitator reads this prompt to the group:
"Imagine it is 14 days after our launch. The product has failed. Users are not adopting it, key metrics are down, and leadership is asking what went wrong. Take 10 minutes to write down every reason you can think of for why we failed. Be specific. Be honest. Nothing is off limits."
Ground rules:
Each participant independently writes down failure scenarios. One risk per sticky note. Aim for 5-10 per person.
Prompts to stimulate thinking:
For each cluster, the group decides:
| Classification | Criteria |
|---|---|
| Tiger | Supported by evidence. Plausible failure scenario. |
| Paper Tiger | Sounds scary but unlikely or low-impact on inspection. |
| Elephant | The room got quiet when this was read. People exchanged glances. |
For each Tiger, assign urgency: Launch-Blocking, Fast-Follow, or Track.
For each Launch-Blocking Tiger, complete:
| Field | Description |
|---|---|
| Risk | Clear description of the risk |
| Evidence | What data or experience supports this being a real risk? |
| Mitigation | Specific, concrete action to reduce the risk |
| Owner | Single person accountable |
| Decision Date | Date by which the mitigation must be complete or the launch decision revisited |
Elephants require a different approach than Tigers:
Categorize and analyze risks using the CLI tool:
# Run with demo data
python3 scripts/risk_categorizer.py --demo
# Run with custom input
python3 scripts/risk_categorizer.py input.json
# Output as JSON
python3 scripts/risk_categorizer.py input.json --format json
{
"risks": [
{
"description": "Authentication service has had 3 outages in the last month",
"category": "tiger",
"evidence": "Incident reports from last 30 days",
"urgency": "launch_blocking"
}
]
}
Risk distribution summary, action plans for launch-blocking tigers, and flags for elephants that may need investigation.
See scripts/risk_categorizer.py for full documentation.
Pre-Mortem Analysis: [Product/Feature Name]
Date: YYYY-MM-DD
Participants: [list]
Total risks identified: N
- Tigers: X (Launch-Blocking: A, Fast-Follow: B, Track: C)
- Paper Tigers: Y
- Elephants: Z
| # | Risk | Category | Urgency | Evidence | Mitigation | Owner | Decision Date |
|---|---|---|---|---|---|---|---|
| 1 | ... | Tiger | Launch-Blocking | ... | ... | ... | ... |
| 2 | ... | Tiger | Fast-Follow | ... | ... | ... | ... |
| 3 | ... | Paper Tiger | -- | ... | -- | -- | -- |
| 4 | ... | Elephant | TBD | ... | ... | ... | ... |
Use assets/pre_mortem_template.md for the full document template.
brainstorm-ideas/ and brainstorm-experiments/ -- pre-mortem is the final check before committing to build.identify-assumptions/ if they surface new assumptions.| Symptom | Likely Cause | Resolution |
|---|---|---|
| Team generates mostly paper tigers | Risk aversion or surface-level thinking; team not fully immersing in the failure scenario | Re-read the thought experiment prompt slowly; extend silent writing time from 10 to 15 minutes; use specific prompts |
| No elephants surfaced | Psychological safety too low, or facilitator is a manager creating power dynamics | Use anonymous contribution (sticky notes or digital tools); consider an external facilitator; separate session from performance reviews |
| All risks classified as tigers | Team lacks calibration on what constitutes real evidence vs. anxiety | Require concrete evidence for each tiger; if evidence is hypothetical, reclassify as paper tiger |
| Elephant escalation check flags too many false positives | ESCALATION_KEYWORDS list is broad, matching common words in non-critical contexts | Review matched keywords in output; refine escalation thresholds; use the recommendation as a prompt, not a verdict |
| Launch-blocking tigers have no owners assigned | Pre-mortem session ended without Phase 5 mitigation planning | Always reserve 15 minutes for mitigation plans; do not skip Phase 5 even if the session runs long |
| Validation errors on input JSON | Missing required fields (description, evidence, category) or invalid urgency for tigers | Check that every tiger has urgency set to one of: launch_blocking, fast_follow, track |
In Scope:
Out of Scope:
senior-pm/risk_matrix_analyzer.py)senior-pm/ skill)brainstorm-experiments/)engineering/ skills)Important Caveats:
identify-assumptions/ for systematic risk categorization and pre-mortem/ for surfacing unspoken concerns.| Integration | Direction | Description |
|---|---|---|
brainstorm-ideas/ | Receives from | Ideas that passed initial validation are subject to pre-mortem before full build |
brainstorm-experiments/ | Receives from | Post-experiment, pre-mortem stress-tests the build decision |
identify-assumptions/ | Bidirectional | Launch-blocking tigers may surface new assumptions; elephants often reveal avoided assumptions |
execution/create-prd/ | Feeds into | Tiger mitigations become PRD risk sections and assumption validation plans |
senior-pm/ | Feeds into | Launch-blocking tigers escalate into portfolio risk registers via risk_matrix_analyzer.py |
scrum-master/ | Feeds into | Fast-follow tigers become sprint backlog items with mitigation-focused stories |
Categorizes pre-mortem risks as Tigers, Paper Tigers, or Elephants. Generates action plans for launch-blocking tigers and flags elephants with escalation signals.
| Flag | Type | Default | Description |
|---|---|---|---|
input_file | positional | (optional) | Path to JSON file with risks array |
--demo | flag | off | Run with built-in sample data (7 risks across all categories) |
--format | choice | text | Output format: text or json |
Input fields per risk:
description (required): Clear description of the risk scenariocategory (required): One of tiger, paper_tiger, elephantevidence (required): Supporting data or observationsurgency (required for tigers): One of launch_blocking, fast_follow, track