
Analyze Docker Compose files for security vulnerabilities, semantic errors, best-practice violations, schema issues, and style problems using 52 rules across 5 categories (security, semantic, schema, best-practice, style). Scores Compose files on a 0-100 scale with letter grades (A+ through F). Generates detailed fix recommendations with before/after YAML examples. Use this skill PROACTIVELY whenever a user shares a docker-compose.yml or compose.yaml for review, pastes Docker Compose YAML, asks about Docker Compose best practices or security hardening, wants to improve their container orchestration security posture, mentions docker-compose or compose files, or asks about multi-container Docker setups — even if they don't explicitly say "validate" or "analyze".
Analyze Kubernetes manifests for security vulnerabilities, reliability issues, best-practice violations, schema errors, cross-resource reference problems, and RBAC misconfigurations using 67 rules across 5 categories (security, reliability, best-practice, schema, cross-resource/RBAC). Scores manifests on a 0-100 scale with letter grades (A+ through F) and PSS Baseline/Restricted compliance summary. Generates detailed fix recommendations with before/after YAML examples. Use this skill PROACTIVELY whenever a user shares a Kubernetes manifest for review, pastes K8s YAML with apiVersion/kind fields, asks about K8s best practices, pod security standards, CIS Benchmarks, RBAC security, or wants to improve their cluster security posture — even if they don't explicitly say "validate" or "analyze". Trigger on Deployments, StatefulSets, DaemonSets, Services, Ingress, RBAC resources, and any multi-document K8s YAML.
Analyze Dockerfiles for security vulnerabilities, efficiency issues, and best-practice violations using 46 rules across 5 categories (security, efficiency, maintainability, reliability, best-practice). Scores Dockerfiles on a 0-100 scale with letter grades (A+ through F). Generates detailed fix recommendations with before/after code examples. Use this skill PROACTIVELY whenever a user shares a Dockerfile for review, pastes Dockerfile content, asks about Dockerfile best practices or security hardening, wants to improve their container image security posture, mentions Dockerfile or Docker image builds, or asks about multi-stage builds or image optimization — even if they don't explicitly say "validate" or "analyze".
Analyze GitHub Actions workflow files for security vulnerabilities, semantic errors, best-practice violations, schema issues, and style problems using 46 rules across 6 categories (schema, security, semantic, best-practice, style, actionlint). Scores workflows on a 0-100 scale with letter grades (A+ through F). Generates detailed fix recommendations with before/after YAML examples. Use this skill PROACTIVELY whenever a user shares a GitHub Actions workflow for review, pastes CI/CD YAML, asks about GitHub Actions best practices or security hardening, wants to improve their workflow security posture, mentions .github/workflows, or discusses CI/CD pipeline configuration — even if they don't explicitly say "validate" or "analyze".
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, passive voice, negative parallelisms, and filler phrases.