Diagnoses SSOT violations across duplicated definitions, inconsistent data shapes, and drifting rules in codebases.
npx skills add https://github.com/hylarucoder/hai-stack --skill hai-ssot
Please help me install this Agent Skill. Skill: hai-ssot Source: https://github.com/hylarucoder/hai-stack/tree/main/skills/hai-ssot Command: npx skills add https://github.com/hylarucoder/hai-stack --skill hai-ssot
This Skill identifies duplicated definitions, inconsistent shapes, vocabulary drift, and redundant transformations that cause systems to lose a reliable single source of truth.
Ask the AI to audit this repository for single-source-of-truth violations and produce a findings report with evidence and recommended treatments.
High-intent search queries and answers about installing and using this skill.
A single-source-of-truth violation occurs when duplicated definitions, inconsistent data shapes, or scattered defaults cause systems to lose a reliable source of truth across APIs, databases, and schemas.
You can audit schema consistency by diagnosing duplicated definitions, vocabulary drift, and redundant transformations, then generating an evidence-based findings report with severity assessment and treatment recommendations.
Detect inconsistent data shapes across boundaries by collecting evidence of shape proliferation and drifting rules, classifying their severity, and routing treatments to synchronize the divergent layers.
The best way to find duplicate definitions is to scan for ten categories of drift including repeated derivations and redundant conversions, producing numbered findings with file references and concrete treatments.
Yes, you can audit documentation and fixtures for vocabulary drift by checking cross-layer boundaries where synchronization problems occur between database constraints, fixtures, and documentation.
You should avoid SSOT violation diagnosis when your codebase lacks cross-layer boundaries or when duplicated definitions are intentionally isolated, as evidence collection requires verifiable synchronization problems.
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