Discover Data & AI skills, compare source repositories and read the instructions for each workflow.
Use when designing deployment pipelines, CI/CD, terraform, or infrastructure automation. Enforces rollback checkpoint then TodoWrite with 19+ items. Triggers: "deploy", "CI/CD", "kubernetes", "terraform". If th...
Use when creating performance optimization plan for backend, API, or general system performance. Enforces BASELINE → PROFILE → OPTIMIZE → VALIDATE sequence. Triggers: "optimize API", "backend slow", "API latenc...
Use when creating agents. Routes to Simple (30-55 lines), Standard (100-300 lines), or Full (500+ lines) path based on complexity. Triggers: "create agent", "automate workflow". If thinking "just create basic a...
Activate when conducting topic research with complexity assessment, thinking mode selection, and comprehensive documentation generation
Activate when creating or modifying Claude Code agents with proper architecture patterns, tool selection, and extended context integration
Activate when creating or modifying Claude Code slash commands with proper frontmatter, Task invocation patterns, and TodoWrite integration
Activate when creating detailed implementation plans with phases, tasks, dependencies, and resource allocation for software projects
Activate when creating comprehensive documentation including README files, API docs, user guides, and developer guides
Activate when analyzing code quality through linting, formatting, testing, coverage analysis, and maintainability metrics
Activate when breaking down implementation plans into detailed task lists with agent contexts, acceptance criteria, and status tracking
Activate when conducting security analysis using STRIDE threat modeling, vulnerability assessment, and security architecture evaluation
Activate when creating Product Requirements Documents (PRDs) with business objectives, functional requirements, success criteria, and implementation planning
Activate when analyzing codebases to understand project structure, technology stack, dependencies, and development workflows
React 18 + Vite + Tailwind CSS v4 frontend development for Vigil Guard v2.0.0 configuration interface. Use when building UI components, creating forms, implementing API integration for 3-branch detection, worki...
Express.js backend API development for Vigil Guard v2.0.0. Use for endpoint creation, JWT authentication, RBAC, ClickHouse queries with 3-branch columns, rate limiting, CORS management, branch service proxy end...
Master Orchestrator for autonomous multi-agent coordination. Use when tasks require multiple technology experts, complex workflows (TDD pattern addition, security audits), intelligent routing, or explicit orche...
Chrome Manifest v3 extension development for Vigil Guard v2.0.0. Use for plugin development, content scripts, service workers, webhook integration with 3-branch detection, browser fingerprinting, and extension...
Expert management of install.sh (2000+ lines). Use for installation troubleshooting, idempotency checks, secret generation, volume migration, 11 services startup order (including heuristics and semantic), and u...
ClickHouse analytics and Grafana dashboard configuration for Vigil Guard v2.0.0 monitoring. Use when querying logs, analyzing 3-branch detection metrics, creating dashboards, investigating events, working with...
Expert management of detection patterns in Vigil Guard v2.0.0. Use for heuristics-service pattern files (18 JSON files), unified_config.json categories, ReDoS protection, scoring algorithms, and pattern optimiz...
NATS JetStream messaging for Vigil Guard 2.0+ migration. Use when implementing message queues, detection workers, request-reply API, async processing, Dead Letter Queues, or migrating from n8n webhooks to NATS-...
Helm chart development and management for Vigil Guard v2.0.0. Use when creating Vigil Guard Helm charts, managing chart dependencies for 11 services including heuristics and semantic subcharts, configuring valu...
n8n workflow JSON structure management for Vigil Guard v2.0.0 (24-node 3-branch parallel pipeline). Use for node manipulation, connections, Code node JavaScript, 3-Branch Executor logic, Arbiter v2 integration,...
Automated git workflow management for Vigil Guard v2.0.0. Use for Conventional Commits formatting, CHANGELOG generation, commit validation, pre-commit hooks, release versioning, and semantic commits. CRITICAL -...
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