audit-schema-gaps
OfficialFind and stop silent schema validation drift.
Data & Analytics#data quality#schema validation#pipeline verification#linkml#ci gating#ontology grounding#yaml audit
AuthorCultureBotAI
Version1.0.0
Installs0
System Documentation
What problem does it solve?
CultureMech can silently accept broken YAML records when validation is run in open mode or when exit codes are swallowed, causing schema drift and data quality issues to go unnoticed.
Core Features & Use Cases
- Strict instance validation with closed-schema enforcement: Validates every normalized YAML instance and flags unexpected fields so failures cannot hide.
- Schema-level probes and consistency checks: Audits identifier policies, naming divergence across term/ontology fields, requiredness inconsistencies, orphan enums, and broken range references.
- Pipeline/writer assurance audit: Scans modules that write YAML to verify dry-run support, in-pipeline validation before writing, and whether safeguards are wired into existing
justtargets. - Actionable, ranked fix backlog: Produces machine-readable and narrative reports that prioritize fixes (starting with the CI gate) to prevent regressions.
Quick Start
Run the audit by asking an AI to execute: just validate-strict, then review the generated reports under reports/ for instance failures, schema gaps, and pipeline writer issues.
Dependency Matrix
Required Modules
uvlinkml-validatepyyamljust
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: audit-schema-gaps Download link: https://github.com/CultureBotAI/CultureMech/archive/main.zip#audit-schema-gaps Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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