first-principles-dvDeep first-principles analysis of any topic, decision, strategy, or assumption. Strips inherited thinking, identifies what is provably true, and rebuilds fro...
Install via ClawdBot CLI:
clawdbot install clawdiri-ai/first-principles-dvGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Oct 6, 2026
A founder uses the skill to challenge whether their current product roadmap is based on real customer demand or inherited assumptions from competitor playbooks. The analysis strips away conventional SaaS growth tactics and rebuilds strategy from verified unit economics and actual user behavior.
An analyst applies first-principles decomposition to an investment memo, surfacing authority assumptions from sell-side research and correlation fallacies in historical performance data. The rebuilt model reveals which bullish claims survive scrutiny and which are narrative-driven.
A CTO challenges the default assumption that building in-house is always strategic, or that buying is always faster. First-principles analysis identifies which capabilities are truly core versus which are inherited preferences from past vendor relationships and industry norms.
A mid-career professional questions whether their next move requires an MBA, a specific title, or industry pedigree. The analyzer separates signaling assumptions from competence requirements, producing a grounded plan based on demonstrable skills and network realities.
A product marketing lead challenges the inherited GTM playbook (content marketing, PLG, enterprise sales) by testing each assumption against the actual buyer, budget holder, and adoption friction. The reconstruction often reveals a narrower, more defensible channel strategy.
Position the skill as a structured analytical service for executives and investors who need rigorous de-biasing on high-stakes decisions. Deliver phased reports matching the five-phase framework with explicit assumption classifications and reconstructed models.
Embed the first-principles framework into a collaborative tool where teams input topics, collaboratively tag assumptions, and generate phase-by-phase outputs with version history. Useful for strategy teams running quarterly planning or investment committees.
Package the methodology as a self-paced course with worked examples across finance, product, and career decisions, culminating in a certification for analysts and strategy leads. Includes a library of calibration examples and templated output formats.
💬 Integration Tip
Chain this skill after a fact-gathering or research step so assumptions are extracted against real evidence, then pipe its Phase 5 output into a planning or decision-log skill to operationalize the recommendations. Ensure users supply a specific, bounded topic — vague prompts like 'analyze my business' produce shallow Phase 1 lists.
Scored Oct 6, 2026
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