Skill Claude CodeCodex
Scaffold and run batch scoring jobs (CronJob + Parquet output) that reuse the service's model + feature-engineering code without opening the live API.
Skill Claude CodeCodex
Scaffold and run batch scoring jobs (CronJob + Parquet output) that reuse the service's model + feature-engineering code without opening the live API.
Skill Claude CodeCodex
Root-cause a performance alert using sliced metrics + ground-truth.
Skill Claude CodeCodex
Review cloud costs against budget and identify optimization opportunities.
Skill Claude CodeCodex
Debug ML inference issues — latency spikes, wrong predictions, event loop blocking.
Skill Claude CodeCodex
Deploy ML service to EKS with Kustomize overlays and IRSA.
Skill Claude CodeCodex
Deploy ML service to GKE with Kustomize overlays and Workload Identity.
Skill Claude CodeCodex
Run and interpret DATA drift (PSI) AND CONCEPT drift (sliced performance) for an ML service.
Skill Claude CodeCodex
Run 6-phase exploratory data analysis on a new dataset — ingest, profile, univariate, correlations, leakage gate, feature proposals.
Skill Claude CodeCodex
Execute model retraining with quality gates and safe promotion.
Skill Claude CodeCodex
Create a complete new ML service from template — end-to-end scaffolding.
Skill Claude CodeCodex
End-to-end RCA for a performance-degradation incident — correlates sliced metrics, drift, deploy history, upstream data changes, and prediction logs into one evidence-backed root cause.
Skill Claude CodeCodex
Full release checklist for multi-cloud deployment (GCP + AWS).
Skill Claude CodeCodex
Emergency rollback procedure for production ML service — Argo Rollouts abort + kubectl undo + MLflow revert + alert silencing.
Skill Claude CodeCodex
Automated scan of a service/repo for compliance with AGENTS.md invariants D-01 through D-27 — produces a PASS/FAIL report with file:line evidence.
Skill Claude CodeCodex
Incident playbook for leaked secrets — detect, revoke, rotate, audit access, notify, post-mortem.
Skill Claude CodeCodex
Pre-build and pre-deploy security audit — secret scans, IAM least-privilege, IRSA/WI verification, image signing, SBOM.
Instructions file CodexOpenCode
Instructions for DuqueOM/ML-MLOps-Portfolio, covering agents.md — ml service template, project identity, agent architecture, critical patterns — do not violate and ml serving invariants.