sre-skills

Interactive wizard to design and validate a chaos engineering experiment

Run the quarterly feature-flag cleanup workflow on the current repo

Run Karpathy's 4-principle review on staged changes or the last commit. Checks complexity, diff noise, hidden assumptions, and goal verification. Usage /karpathy-check [--last-commit]

Run the full Kubernetes Operator audit (CRD + reconcile + capability) on the current repo

Detect stack and generate CI/CD pipeline configs. Usage: /pipeline <detect|generate> [options]

Reviews staged git changes against Karpathy's 4 coding principles. Runs complexity_checker on changed files, diff_surgeon on the diff, and produces a verdict with specific fix recommendations. Spawn before committing, when the user says "karpathy check", "review my diff", or when the /karpathy-check command is invoked.

Use when designing deployment pipelines, release strategies, rollback mechanisms, environment promotion workflows, or progressive delivery patterns. Triggers on "CD pipeline", "deployment pipeline", "blue-green", "canary deploy", "rolling update", "progressive delivery", "environment promotion", "rollback strategy", "release automation", "GitOps deploy", or any continuous delivery / deployment question. Ships scripts for deployment strategy evaluator, rollback readiness checker, and environment drift detector. 4 references on deployment strategies, environment management, progressive delivery, and release gates. NOT a CI/build skill — specifically deployment and release automation.

Use when planning, running, or learning from chaos engineering experiments. Triggers on "chaos experiment", "fault injection", "gameday", "resilience test", "blast radius", "steady state", "abort criteria", "Chaos Toolkit", "Chaos Mesh", "Litmus", "Gremlin", "AWS FIS", or any deliberate failure-injection question. Ships experiment designer, blast-radius calculator, and postmortem generator (all stdlib Python), 4 references on chaos principles + experiment design + attack taxonomy + tooling landscape, and a /chaos-experiment slash command. Composes with feature-flags-architect (kill switches as abort triggers) and kubernetes-operator (common chaos targets).

Use when designing, reviewing, or debugging CI pipelines — build stages, test parallelism, caching strategies, security scanning, artifact management, or pipeline-as-code patterns. Triggers on "CI pipeline", "GitHub Actions", "GitLab CI", "Jenkins", "build pipeline", "test stages", "artifact cache", "SAST", "dependency scan", "pipeline optimization", or any continuous integration question. Ships scripts for pipeline YAML validator, stage dependency analyzer, and cache effectiveness checker. 4 references on pipeline design, security scanning, caching, and parallelism. NOT a CD/deployment skill — specifically the build-test-scan portion of the pipeline.

Use when assessing cloud infrastructure for security misconfigurations, IAM privilege escalation paths, S3 public exposure, open security group rules, or IaC security gaps. Covers AWS, Azure, and GCP posture assessment with MITRE ATT&CK mapping.

Docker and container development agent skill and plugin for Dockerfile optimization, docker-compose orchestration, multi-stage builds, and container security hardening. Use when: user wants to optimize a Dockerfile, create or improve docker-compose configurations, implement multi-stage builds, audit container security, reduce image size, or follow container best practices. Covers build performance, layer caching, secret management, and production-ready container patterns.