| name | qcsd-production-swarm |
| description | Use when assessing post-release production health with DORA metrics, root cause analysis, defect prediction, or cross-phase feedback loops in the QCSD Production phase. |
| category | qcsd-phases |
| priority | critical |
| version | 1.0.0 |
| tokenEstimate | 32000 |
| domains | {"primary":[{"domain":"learning-optimization","agents":["qe-metrics-optimizer"]},{"domain":"defect-intelligence","agents":["qe-defect-predictor","qe-root-cause-analyzer"]}],"conditional":[{"domain":"chaos-resilience","agents":["qe-chaos-engineer","qe-performance-tester"]},{"domain":"defect-intelligence","agents":["qe-regression-analyzer","qe-pattern-learner"]},{"domain":"enterprise-integration","agents":["qe-middleware-validator","qe-sap-rfc-tester","qe-sod-analyzer"]}],"feedback":[{"domain":"learning-optimization","agents":["qe-learning-coordinator","qe-transfer-specialist"]}]} |
| agents | {"core":["qe-metrics-optimizer","qe-defect-predictor","qe-root-cause-analyzer"],"conditional":["qe-chaos-engineer","qe-performance-tester","qe-regression-analyzer","qe-pattern-learner","qe-middleware-validator","qe-sap-rfc-tester","qe-sod-analyzer"],"feedback":["qe-learning-coordinator","qe-transfer-specialist"],"total":12,"sub_agents":0} |
| skills | ["shift-right-testing","chaos-engineering-resilience","quality-metrics","performance-testing","holistic-testing-pact"] |
| execution | {"primary":"task-tool","alternatives":["mcp-tools","cli"]} |
| swarm_pattern | true |
| parallel_batches | 3 |
| last_updated | "2026-02-17T00:00:00.000Z" |
| enforcement_level | strict |
| tags | ["qcsd","production","telemetry","dora","rca","defect-prediction","feedback-loop","learning","swarm","parallel","ddd"] |
| trust_tier | 3 |
| validation | {"schema_path":"schemas/output.json","validator_path":"scripts/validate-config.json","eval_path":"evals/qcsd-production-swarm.yaml"} |
