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Orchestrates a DBA loop from evidence collection through confidence grading, experiment design, ticket prep, and rollback.
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Based on SOC occupation classification
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.
| name | autonomous-dba-copilot |
| description | Orchestrates a DBA loop from evidence collection through confidence grading, experiment design, ticket prep, and rollback. |
Run:
node runtime/runTool.js autonomous_dba_copilot '{"question":"Checkout is slow","sql":"SELECT * FROM orders","evidence":{"hasLivePlan":true,"hasWaits":true,"hasRollback":true}}'
Returns loop steps, decision package, next action, and evidence grade.