swarm-orchestration
Use when distributing multiple tasks across agents or VMs - handles work manifests, dependency graphs, parallel execution, agent coordination, and failure recovery for batch development workflows
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Use when distributing multiple tasks across agents or VMs - handles work manifests, dependency graphs, parallel execution, agent coordination, and failure recovery for batch development workflows
Comprehensive GitHub code review with AI-powered swarm coordination
Workflow for private repos + Colab training. Trigger when: (1) training on Colab with private repo, (2) separating dev from production, (3) avoiding untested code in production.
Comprehensive testing and validation tools for Clerk authentication integrations. Includes E2E auth flow testing, security audits, configuration validation, unit testing patterns for sign-in/sign-up flows. Use when implementing Clerk tests, validating authentication setup, testing auth flows, running security audits, creating E2E tests for Clerk, or when user mentions Clerk testing, auth validation, E2E authentication tests, security audit, or test coverage.
Build policy-platform containers that aggregate Kyverno policies from multiple OCI sources. Multi-stage Docker builds for local dev and CI validation.
Kubernetes deployment and management. Activate when: (1) Creating or modifying K8s manifests, (2) Working with Helm charts, (3) Configuring ArgoCD GitOps, (4) Managing cluster resources, or (5) Troubleshooting pod/service issues.
Validate repository has development branch workflow with main branch protection configured per agent-guide-development-branch-setup.md. Returns validation status and recommendations. Use before starting work, during repository setup review, or when troubleshooting git workflow issues. Always uses Git MCP server for safe validation.
Comprehensive Kubernetes deployment and scaling for containerized applications from hello world to professional production systems. Use this skill when deploying, managing, and scaling containerized applications on Kubernetes clusters, particularly with Minikube for local development and testing.
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)
Scan for security vulnerabilities in dependencies, code patterns, and secrets. Detects tech stack automatically and runs appropriate tools.
Automated code review assistance with AI-powered analysis, security scanning, performance analysis, and best practices enforcement.
Creates pull requests, deployment checklists, and manages release processes
Node chain testing templates for quality agent. WorkflowBuilder patterns and tier-based testing. Use when: testing node chains, WorkflowBuilder patterns, tier-based testing, chain execution tests, simple/complex/full chain tiers.
Comprehensive management of MCP Gateway (gh-aw-mcpg) for running GitHub MCP servers. Use when: (1) Starting/stopping MCP Gateway containers with GitHub MCP server support, (2) Debugging gateway connection or authentication issues, (3) Configuring Copilot CLI to use MCP Gateway via HTTP, (4) Setting up gateway for use with AWF (Agentic Workflow Firewall), (5) Troubleshooting MCP server initialization or token passthrough problems, (6) Managing Docker-based MCP server lifecycle. Includes scripts for gateway startup, health checking, debugging, and Copilot CLI integration.
Fix session protocol validation failures in GitHub Actions. Use when a PR fails with "Session protocol validation failed", "MUST requirement(s) not met", "NON_COMPLIANT" verdict, or "Aggregate Results" job failure in the Session Protocol Validation workflow. With deterministic validation, failures show exact missing requirements directly in Job Summary - no artifact downloads needed.
Creates and manages Git worktrees for parallel development workflows. Use when working on multiple features simultaneously, reviewing PRs without disrupting current work, or setting up parallel AI agent sessions.
Validate feature implementations against DevPortfolio Clean Architecture standards and coding guidelines. Use when asked to review code, validate implementations, check coding standards, or assess code quality. Generates comprehensive validation reports with compliance scoring, layer-by-layer analysis, and prioritized action items.
Comprehensive testing guide for ActionPhase covering the test pyramid (unit tests, API tests, component tests, E2E tests), TDD workflow, Test-Driven Development, regression testing, Playwright E2E patterns, React Testing Library component tests, Go table-driven tests, test fixtures, and the mandatory E2E checklist. Use when writing tests, debugging test failures, understanding testing strategy, or implementing test-driven development.
Linux VM bootstrap verification skill. MUST BE USED when setting up new VMs or verifying environment. Supports modes: check (warn-only), install (operator-confirmed), strict (CI-ready). Enforces Linux-only + mise as canonical; honors preference brew→npm (with apt fallback). Verifies required tools: mise, node, pnpm, python, poetry, gh, railway, bd, tmux, jq, rg. Handles optional tools as warnings: tailscale, playwright, docker, bv. Never prints/seeds secrets; never stores tokens in repo/YAML; Railway vars only for app runtime env. Safe on dirty repos (refuses and points to dirty-repo-bootstrap skill, or snapshots WIP branch). Keywords: vm, bootstrap, setup, mise, toolchain, linux, environment, provision, verify, new vm