Local-First Verification CLI
Build a stack-aware, read-only CLI that classifies verified facts, warnings, failures, skipped checks, and unverified production claims before developers trust AI-generated changes.
Map a live software system without mutating source, services, schedules, databases, credentials, providers, or runtime state, while reconciling documentation against observed runtime truth.
Problem
A confident but incorrect production inventory can be more dangerous than an incomplete one, especially when stale documentation is treated as authoritative.
Preconditions an agent should verify before selecting this capability.
Published limitations that constrain safe use.
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Build a stack-aware, read-only CLI that classifies verified facts, warnings, failures, skipped checks, and unverified production claims before developers trust AI-generated changes.