Cognitive Pattern Library

Redundantly validated decision frameworks with multi-agent verification

Advanced Pattern Filtering
Mental Model
Validated
100%
Validation
First Principles Thinking
Break down complex problems to fundamental truths and build up from there
92%
Confidence
847
Usage
89%
Success
Sources & Extraction Agents
Elon Musk on Joe Rogan #1169
Core
Zero to One - Peter Thiel
Validation Layers
Self-Report
Independent
Third-Party
Quantified
Application Context
Solo •DeepTech •Deliberate
Fit Profile
resource-scarce
mission-critical
low-signal-market
Playbook
Validated
85%
Validation
Rapid Iteration Framework
Build → Measure → Learn cycle with 2-week sprints and clear success metrics
88%
Confidence
1203
Usage
76%
Success
Sources & Extraction Agents
Y Combinator Startup School
Validation Layers
Self-Report
Independent
Third-Party
Quantified
Pattern Contradictions
1 conflict(s) detected
Application Context
Small Team •Consumer •Fast
Fit Profile
founder-led
high-velocity
Failure Pattern
Validated
100%
Validation
Premature Scaling Warning
Scaling operations before achieving product-market fit leads to resource waste and team dysfunction
94%
Confidence
432
Usage
91%
Success
Sources & Extraction Agents
Startup Graveyard Analysis - CB Insights
Validation Layers
Self-Report
Independent
Third-Party
Quantified
Pattern Contradictions
1 conflict(s) detected
Application Context
Scaling Org •B2B •Deliberate
Fit Profile
resource-scarce
venture-backed