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Check schema drift, required columns, PII declaration, retention, and governance controls against a declared data contract.
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Designs dry-run experiments across query rewrites, indexes, workload twins, and rollout gates.
Produces a board-level briefing for closed-loop autonomous database operations.
Enforces closed-loop dry-run boundaries and blocks autonomous production apply.
Scores whether enough evidence exists to recommend, defer, or escalate an autonomous operator decision.
Compares do-nothing, dry-run-change, rollback, and defer scenarios for an operating objective.
Builds an executive-grade decision evidence packet from runtime signals and confidence checks.
Baseado na classificação ocupacional SOC
| name | ai-data-contract-guardian |
| description | Check schema drift, required columns, PII declaration, retention, and governance controls against a declared data contract. |
Use this skill when validating table contracts before deploys, migrations, or data product releases.
Run:
node runtime/runTool.js ai_data_contract_guardian '{"engine":"postgres","database":"analytics","schema":"public","table":"events","contract":{"requiredColumns":["event_id","user_email","created_at"],"piiColumns":["user_email"],"retentionDays":90}}'
The output includes contract findings, a contract status, required governance controls, and evidence from catalog metadata. It is deterministic and does not call an external AI service.