domains / families / devops / axiom

axiom

authentic

First-principles assumption auditor. Classifies each hidden assumption (fact / convention / belief / interest-driven), ranks by fragility × impact, and rebuilds conclusions from verified premises. Bilingual: auto-detects Chinese or English.

When to use

• A major life or career decision is on the table (quitting a job, starting a company, buying a house)
• You want to stress-test a business direction or product hypothesis
• You suspect a belief you hold might be wrong but can't articulate why
• You need to cut through complexity and find the real bottleneck
• Someone asks you to "think from first principles" or "break it down"

When not to use

• Use this skill only when the task clearly matches the scope described above.
• Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
• Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

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