skill_library_v5 · KRA-first
v5 role classification
Every responsibility line is classified in three tiers (template → role family → finalized role); the role composition and every decision behind it are shown with the LLM calls verbatim.
Recent v5 runs
30 shown
| When | Title | Verdict | Calls | |
|---|---|---|---|---|
| 2026-10-07T11:01 | Azure Platform Lead | single azure-cloud-engineer 100% | 3 | open → |
| 2026-10-07T10:29 | Azure Integration Services, Architect / Senior Engineer | mixed azure-devops-engineer 58%azure-solutions-architect 42% | 4 | open → |
| 2026-10-07T10:29 | Azure Integration Services, Architect / Senior Engineer | mixed azure-devops-engineer 58%azure-solutions-architect 42% | 4 | open → |
| 2026-10-07T01:10 | OCI Cloud Support Engineer | single oci-cloud-support-engineer 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | Research Scientist, Distributed Training | single machine-learning-research-scientist 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | Azure Admin | mixed data-pipeline-support-engineer 60%azure-cloud-administrator 40% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | DevOps Engineer | single backend-developer 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | Platform Engineer | single platform-engineer 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | Backend Engineer (Java) | single backend-developer 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | Observability Engineer | single observability-engineer 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | Linux Systems Administrator | single linux-systems-administrator 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | Cloud Engineer | single cloud-engineer 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | Site Reliability Engineer | single site-reliability-engineer 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | Cloud FinOps Analyst | single finops-analyst 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | DevOps Engineer | single devops-engineer 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | ServiceNow Administrator | single servicenow-administrator 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | AWS Cloud Engineer | single aws-cloud-engineer 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | Product Manager, Cloud Platform | single platform-product-manager 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | Kubernetes Administrator | single kubernetes-administrator 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | VMware Engineer | single vmware-engineer 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | Storage Administrator | single storage-administrator 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | Azure Data Engineer | single azure-data-engineer 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | GCP Cloud Architect | single gcp-cloud-architect 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | Systems Administrator (Linux and Windows) | mixed windows-systems-administrator 60%linux-systems-administrator 40% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | Azure Cloud Administrator | single azure-cloud-administrator 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | Engineering Manager, Cloud Infrastructure | single engineering-manager 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | Cloud Infrastructure QA Engineer | single qa-engineer 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | Frontend Developer (React) | single react-frontend-developer 100% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | Backend and Infrastructure Engineer | mixed backend-developer 61%devops-engineer 39% | 0 · repeat · eval | open → |
| 2026-10-07T01:10 | AWS Cloud Migration Engineer | single aws-cloud-migration-engineer 100% | 0 · repeat · eval | open → |