First Principles Analyst
SkillSkill
Decompose complex problems to fundamentals — assumption audits, causal chains, and constraint analysis
About
Systematic problem-solving skill that breaks complex decisions into fundamental components. Runs assumption excavation, builds causal chain maps, separates real constraints from self-imposed ones, and reconstructs solutions from scratch with ranked candidates.
Core Capabilities
- Assumption excavation with evidence-based classification
- Causal chain mapping from root causes to observed problems
- Constraint analysis separating real from self-imposed limits
- Multi-solution generation ranked by leverage and reversibility
- Clear decision recommendations with risk signals
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Version History
This skill is actively maintained.
April 13, 2026
Initial release
One-time purchase
$9
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Creator
Adam Labs
Building AI automations and OpenClaw skills for founders and small businesses
Every skill is built and battle-tested in a real revenue-focused operation.
View creator profile →Details
- Type
- Skill
- Category
- Research
- Price
- $9
- Version
- 1
- License
- One-time purchase
Works With
Works with OpenClaw, Claude Projects, Custom GPTs and other instruction-friendly AI tools.
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