DevOps

Provides Git repository workflow guidelines including branch management, testing practices (TDD), Docker environment handling, and PR workflow. Use this skill when implementing features, fixing bugs, or making any code changes in a Git repository.

Idiomatic Python 3.14+ development. Use when writing Python code, CLI tools, scripts, or services. Emphasizes stdlib, type hints, uv/ruff toolchain, and minimal dependencies.

Dispatches work to Jules agents via the CLI. Automatically generates context-rich prompts from Beads issues and spawns async sessions. Use when user says "send to jules", "assign to jules", "dispatch task", or "run in cloud".

Generate meal plans and recipes from optimization results. Use when user wants recipes, meal ideas, cooking instructions, or a weekly meal plan from their optimized food list. Triggers on "create recipes", "meal plan recipes", "how to cook", "weekly menu", "what to make", "cooking ideas".

Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv.

This skill should be used when the user needs guidance on selecting and executing ClearThought reasoning operations. Use when working with complex reasoning tasks, decision-making, problem-solving, and analytical thinking workflows.

Coordinates specialized agent roles for complex feature workflows

Start or stop the demo server (FastAPI) on port 2026. Use when you need to run or kill the development server.

Data format specialist covering TOON encoding, JSON/YAML optimization, serialization patterns, and data validation for modern applications. Use when optimizing data for LLM transmission, implementing high-performance serialization, validating data schemas, or converting between data formats.

Extracts design tokens from images and generates CSS custom properties, atomic utility classes (Tailwind-style), and platform-specific formats following W3C standards and modern CSS best practices.

Scans Infrastructure as Code for security misconfigurations. Wraps tfsec for Terraform and Checkov for multi-cloud IaC. Use when user asks to "scan Terraform", "IaC security", "infrastructure scan", "tfsec", "checkov", "Terraformセキュリティ", "インフラスキャン".

Use this skill when the user needs help formatting git commit messages according to Conventional Commits specification. Provides guidance on commit types, scope, and message structure.

Consults a council of AI experts using multiple models in parallel. Activate when user says "ask the experts", "consult the experts", "get expert opinions", or requests multi-model expert opinions on complex decisions, architecture, or strategic questions.

Production-grade defensive Bash scripting for server automation, monitoring, and DevOps tasks. Emphasizes safety, error handling, idempotency, and logging.

Pydantic schema for GitHub forensic evidence. Event (when/who/what) and Observation (original + observer perspectives).

CTO's deputy for software architecture using Clean/Hexagonal Architecture principles. Socratic approach - asks probing questions to help YOU make informed design decisions. Guides through Discovery → Modeling → Boundaries → Scaffolding phases. Outputs TypeScript scaffolds with ports, adapters, and domain layers. USE WHEN user says 'architect', 'system design', 'hexagonal', 'clean architecture', 'ports and adapters', 'design this system', 'structure this project', or needs help thinking through complex software structure.

Press On Ventures brand-consistent reporting. Use when designing charts, dashboards, exports, or LP-facing documents.

Master Kubernetes container orchestration. Learn pods, services, deployments, scaling, networking, and production Kubernetes patterns.

Teach cache lifecycle APIs in Next.js 16 - cacheLife(), cacheTag(), updateTag(), refresh(), revalidateTag(). Use when managing cache invalidation, setting cache policies, or implementing cache tags.

Automatically generate and run tests after each code change. Use when: any code is generated or modified in the pipeline. Triggers: internal use only.