GitHub
default-workflow
Development workflow for features, bugs, refactoring. Auto-activates for multi-file implementations.
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Content & media AI Skills
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GitHub
agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
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GitHub
requesting-code-review
Dispatch code-reviewer subagent to review implementation against plan or requirements before proceeding
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GitHub
agent-ops-docker-review
Docker image reviews, optimization, and step-building guidance. Analyzes Dockerfiles for best practices, security issues, and anti-patterns.
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GitHub
kubernetes-platform-engineering
Production Kubernetes platform patterns covering cluster architecture, security, GitOps, observability, autoscaling, and operational guardrails
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GitHub
repo-map-ssot
Single source of truth for repository structure and entry points, including key directories, domain boundaries, shared code, integrations, and build/deploy references
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GitHub
deployment-patterns
Practical deployment strategies (rolling, blue-green, canary) for safe releases with rollback, health checks, and database compatibility guidance—without requiring full Kubernetes complexity
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GitHub
model-versioning
Comprehensive guide for ML model versioning and management strategies, including model registries, metadata tracking, and deployment workflows.
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GitHub
agent-ops-build
Language-aware build orchestration that detects project language and runs appropriate build pipeline
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GitHub
advanced-iac-for-iot
Infrastructure as Code for IoT environments using Terraform, Ansible, and GitOps for scalable, reproducible infrastructure
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GitHub
ai-supply-chain-security-model-bom
Implement Software/Model Bill of Materials (SBOM/MBOM) for AI systems, vulnerability management, adversarial attack defense, and trusted AI pipelines to secure the AI supply chain from training to deployment.
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GitHub
canary-deployment
Gradually rolling out new versions to a subset of users, monitoring for issues, and expanding the rollout if everything looks healthy to minimize risk and enable fast rollback.
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GitHub
swe-workflow-arch-review
Review architecture compliance before execution
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GitHub
regression-benchmarks
Comprehensive guide to regression benchmarks for AI systems including test suite creation, CI/CD integration, and continuous benchmarking strategies
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GitHub
ralph-orchestrator
This skill should be used when the user asks to "run ralph", "set up ralph", "create a PRD workflow", "use ralph-orchestrator", "autonomous coding loop", "hat-based agents", or mentions ralph tasks, ralph prese...
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GitHub
config-distribution
Patterns for distributing configuration and secrets to services safely and consistently across environments (env vars, config files, secret managers, K8s External Secrets, and change process)
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GitHub
model-registry-and-versioning
Centralized repository for managing ML model lifecycle, versions, artifacts, and deployment metadata at enterprise scale
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GitHub
agent-ops-api-review
Platform/Language agnostic API delivery and correctness auditor. Use when project contains API endpoints to verify contract alignment, endpoint behavior, and test coverage.
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GitHub
agent-ops-baseline
Create .agent/baseline.md and later compare against it. Use when capturing baseline build/lint/test results or investigating newly introduced findings.
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GitHub
reviewing-code
Performs systematic code review checking for correctness, maintainability, security, and best practices. Activates when user requests review, before creating PRs, or when significant code changes are ready. Ens...
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GitHub
config-environment-conventions
Conventions for service configuration and environment variables: naming, precedence, validation at startup, secrets handling, environment detection, and documentation patterns
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GitHub
devops-engineer
Use when working with Docker containers, creating Dockerfile configurations, writing docker-compose files, setting up CI/CD pipelines with GitHub Actions, or managing infrastructure deployments.
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GitHub
writing-skills
Use when creating new skills, editing existing skills, or verifying skills work before deployment
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GitHub
release-checklist-gate
Checklist gate สำหรับ production release ครอบคลุม testing, documentation, rollback plan, และ stakeholder sign-off
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The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.