All Skills

Generate optimized prompts for Gemini 2.5 Flash Image (Nano Banana). Use when user wants to create images with Gemini, needs help crafting image prompts, or requests "nano banana" style prompts. Applies proven best practices for natural language descriptions, photography, art styles, and multi-turn editing workflows.

Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ...

Delegate narrow, mechanical coding tasks to OpenAI Codex CLI — Claude orchestrates and judges, Codex executes. Pre-flight checks ensure graceful degradation on machines without Codex.

This skill should be used when selecting CrewAI built-in tools, composing agent toolchains, or creating production-ready custom tools with BaseTool or @tool, including schema validation, dependency management, caching, async support, and testing.

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.

Quantitative scoring of niche viability for lifestyle SaaS ($1-3M ARR, solo/duo team). Use after completing a first-pass evaluation to generate a weighted score and go/no-go decision. Triggers on requests like "score this niche", "rate this opportunity", "should I pursue this", or "give me a scorecard for [niche]". Produces a 0-100 weighted score with clear decision thresholds.

Drift-detect and sync git-tracked .claude/ and .codex/ config from project to home. Default shows what would change; "apply" performs the sync.

This skill should be used when the user asks to "create a model", "add a Django model", "create database table", "add entity", "define schema", or when writing class definitions inheriting from models.Model. Validates BaseModel inheritance pattern.

Documentation consistency enforcement - prevents drift between README.md and actual codebase state. Auto-activates when updating docs, committing changes, or working with skills/agents/commands.

This skill should be used when the user asks to "write tests first", "run TDD", "verify red phase", "check failing tests", or when practicing test-driven development. Ensures tests fail before implementation.

Write, review, and improve Minitest tests for Ruby on Rails applications. Covers model tests, controller tests, system tests, fixtures, and best practices from Rails Testing Guide.

AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents. Use when designing or implementing AI agents.

DevOps patterns for infrastructure, CI/CD, and deployment automation. Use when configuring Docker containers, CI/CD pipelines, cloud deployments, Kubernetes, and monitoring. Covers GitHub Actions, Docker, Vercel, Railway, AWS, Terraform, and observability.

Create high-quality animated explainer visuals for essays and blog posts. Use when the user wants to visualize concepts, processes, data, or ideas with interactive web animations. Triggers on requests like "create a visual for", "animate this concept", "make an explainer", "visualize this idea", "diagram this process", "show this data", or when essay content would benefit from visual explanation. Handles abstract concepts (mental models, frameworks), technical processes (algorithms, systems), and data visualization (trends, comparisons). Outputs self-contained HTML/CSS/JS that embeds directly in web content.

Database design and implementation patterns for modern applications. Use when designing schemas, writing migrations, optimizing queries, and configuring ORMs. Covers PostgreSQL, MongoDB, Prisma, Drizzle, indexing strategies, and security best practices.

This skill should be used when the user asks to "design multi-agent system", "implement supervisor pattern", "create swarm architecture", "coordinate multiple agents", or mentions multi-agent patterns, context isolation, agent handoffs, sub-agents, or parallel agent execution.

Shared state and template helper skill for BMAD. Provides reusable YAML contracts and deterministic scripts used by orchestrator and phase skills.

Controller actions, routing, REST conventions, filters, and response handling

Build CLI applications using React. Use when creating terminal UIs, handling keyboard input, or building interactive command-line tools with React components. Supports flexbox layouts, text styling, focus management, and accessibility.

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always

REST API design best practices, versioning strategies, error handling, pagination, and OpenAPI documentation. Use when designing or implementing REST APIs, HTTP endpoints, or API documentation.

This skill activates when writing Hono routes, handlers, middleware, or discussing Hono application architecture. It provides patterns for routing, middleware composition, error handling, and TypeScript integration.

# Pytest Patterns Quality testing patterns with pytest for FastAPI projects. **TDD-first approach**. ## Triggers Use this skill when the user: - Wants to write tests - Asks about pytest, fixtures, mocks - Wants to set up testing for FastAPI - Uses TDD approach ## Main Principle: TDD 1. **Red**

This skill should be used when working with single-cell omics data analysis using scvi-tools, including scRNA-seq, scATAC-seq, CITE-seq, spatial transcriptomics, and other single-cell modalities. Use this skill for probabilistic modeling, batch correction, dimensionality reduction, differential expression, cell type annotation, multimodal integration, and spatial analysis tasks.