mysql-best-practices
MySQL development best practices for schema design, query optimization, and database administration
shopify
Expert Shopify theme development guidelines for Liquid, Online Store 2.0, CSS, JavaScript, and UX best practices
nestjs-clean-typescript
Clean NestJS API development with TypeScript following SOLID principles, modular architecture, and comprehensive testing practices.
netlify-development
Netlify development best practices for serverless functions, edge functions, Blobs storage, build configuration, and deployment workflows.
nextauth-authentication
Guidelines for implementing NextAuth.js (Auth.js v5) authentication in Next.js applications with session management and security best practices
nextjs-react-redux-typescript-cursor-rules
Comprehensive Next.js, React, Redux, and TypeScript development guidelines covering SOLID principles, component architecture, and best practices.
solana
Expert guidelines for Solana program development with Rust, Anchor framework, and Web3.js integration
solidity
Expert in Solidity smart contract development with security and gas optimization
django-python
Expert in Django Python web development with best practices
devops
Comprehensive DevOps engineering practices for Kubernetes, CI/CD, Bash scripting, Ansible, and cloud infrastructure.
spring-boot
Expert guidance for Spring Boot application development with best practices for RESTful APIs, testing, security, and deployment
spring-framework
Expert guidance for Spring Framework and Spring Boot development with Java best practices, dependency injection, and RESTful API design
design-systems
Comprehensive design system guidelines for building consistent, accessible, and scalable digital products
deno-typescript
Guidelines for developing with Deno and TypeScript using modern runtime features, security model, and native tooling
nuxtjs-vue-typescript
NuxtJS and Vue 3 development with TypeScript, Composition API, Shadcn Vue, and Tailwind CSS for modern web applications.
git-workflow
Git conventions and workflow guidelines using Conventional Commits, branching strategies, and best practices for version control
numpy-best-practices
Best practices for NumPy array programming, numerical computing, and performance optimization in Python
nx
Best practices for Nx monorepo development, project configuration, and code generation
gitlab-workflow
GitLab best practices for merge requests, CI/CD pipelines, issue tracking, and DevOps workflows
go-api-development
Go API development guidelines using the standard library (1.22+) with best practices for RESTful API design, error handling, and security
go-backend-microservices
Go backend development best practices for microservices with clean architecture, observability, and production-ready patterns
go
Expert in Go/Golang development with focus on APIs, microservices, and clean architecture
graalvm
Expert guidance for GraalVM native image development with Java frameworks, build optimization, and high-performance application deployment
graphql-development
GraphQL development guidelines with type-safe clients, schema design, and integration with React and Next.js.
graphql
Expert in GraphQL API development with type-safe patterns and optimization
patent-claims-analyzer
Automated analysis of patent claims for USPTO compliance with 35 USC 112(b) requirements - antecedent basis, definiteness, claim structure
bigquery-patent-search
Fast, cloud-based patent searching across 76 million+ worldwide patents using Google BigQuery - keyword search, CPC classification, patent details retrieval
patent-application-creator
Complete end-to-end patent application creation from invention disclosure to USPTO-ready filing - prior art search, claims drafting, specification writing, diagrams, compliance checking
prior-art-search
Systematic 7-step methodology for comprehensive patent prior art searches and patentability assessments using BigQuery and CPC classification
patent-diagram-generator
Create patent-style technical diagrams including flowcharts, block diagrams, and system architectures using Graphviz with reference numbering
test-skill
Brief description of what this skill does and when to use it.
deep-researcher
Performs comprehensive, multi-layered research on any topic with structured analysis and synthesis of information from multiple sources. Use when the user needs thorough investigation, market research, technical deep-dives, due diligence, or comprehensive analysis on any subject.
reflexion
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mission
Multi-perspective investigation and execution. Assembles a team to analyze from selected viewpoints and act on findings when the right framework is absent, producing a framed inquiry. Alias: Prothesis(πρόθεσις).
grasp
Achieve certain comprehension after AI work. Verifies understanding when results remain ungrasped, producing verified understanding. Alias: Katalepsis(κατάληψις).
calibrate
Calibrate delegation autonomy through scenario-based interview. Produces a DelegationContract when delegation scope is ambiguous. Alias: Epitrope(ἐπιτροπή).
clarify
Clarify intent-expression gaps. Extracts clarified intent when what you mean differs from what you said. Alias: Hermeneia(ἑρμηνεία).
inquire
Detect context insufficiency before execution. Inquires about missing context when AI detects indicators of context gaps, producing informed execution. Alias: Aitesis(αἴτησις).
verify
This skill should be used when the user asks to "verify protocols", "check consistency before commit", "validate definitions", "run pre-commit checks", "verify soundness", or wants to ensure epistemic protocol quality. Invoke explicitly with /verify for pre-commit validation.
goal
Co-construct defined goals from vague intent. Builds a GoalContract when neither party has a clear end state. Alias: Telos(τέλος).
write
Write blog posts from session insights with multi-perspective analysis.
gap
Gap surfacing before decisions. Raises procedural, consideration, assumption, and alternative gaps as questions when gaps go unnoticed, producing an audited decision. Alias: Syneidesis(συνείδησις).
Pixel Art Professional
Apply advanced pixel art techniques including dithering, palette optimization, shading, antialiasing, and color theory. Use when the user mentions "dithering", "dither", "Bayer", "Floyd-Steinberg", "palette", "colors", "reduce colors", "optimize palette", "color limit", "shading", "shadows", "highlights", "lighting", "light source", "antialiasing", "smooth", "smoothing", "anti-alias", "AA", "color ramp", "gradient", "hue shifting", "saturation", "value", "contrast", or wants to "refine", "polish", "improve", "enhance", "make better", "add depth", "add dimension" to existing pixel art. Trigger on retro palette names (NES, Game Boy, C64, PICO-8), texture terms ("metal", "fabric", "stone", "wood"), and visual quality terms ("professional", "clean", "smooth", "vibrant").
Pixel Art Exporter
Export sprites to PNG, GIF, or spritesheet formats with JSON metadata for game engines. Use when the user wants to "export", "save", "output", "render", "generate", "create file", mentions file formats like "PNG", "GIF", "animated GIF", "spritesheet", "sprite sheet", "texture atlas", "tile sheet", or game engine integration with "Unity", "Godot", "Phaser", "Unreal", "GameMaker". Trigger on layout terms ("horizontal", "vertical", "grid", "packed", "strip"), scaling ("2x", "4x", "upscale", "pixel-perfect"), file operations ("save as", "export to", "output to"), metadata formats ("JSON", "XML", "metadata", "atlas data"), and delivery terms ("for web", "for game", "for Twitter", "for itch.io", "optimized").
Pixel Art Animator
Create and manage sprite animations with multiple frames, animation tags, frame durations, and linked cels. Use when the user wants to animate a sprite, add animation, create movement, make it move, mentions "animation", "animated", "frames", "keyframes", "frame rate", "FPS", "timing", "duration", "walk cycle", "run cycle", "idle animation", "attack animation", "jump", "movement", "motion", or describes actions like "walking", "running", "jumping", "attacking", "breathing", "bobbing", "bouncing". Trigger on animation tags, loops, playback, sequences, "add frames", "duplicate frame", "frame timing", "ping-pong", "loop", "sequence". Also for linked cels, static backgrounds, and frame optimization.
Pixel Art Creator
Create new pixel art sprites from scratch with canvas creation, layer management, and basic drawing primitives. Use when the user wants to create a sprite, draw pixel art, make a new canvas, start a new image, begin a new project, or mentions pixel dimensions like "64x64", "32x32 sprite", "128 by 128", "16 pixel icon". Trigger on: "create", "new", "make", "draw", "sprite", "canvas", "image", "icon", "tile", "character", "background", dimensions (WxH), "from scratch", "blank canvas", "empty sprite", "Game Boy", "NES", "retro", color mode mentions ("RGB", "indexed", "grayscale"). Also use for drawing basic shapes like "circle", "rectangle", "line", "pixel", "fill", "outline".
ai-tutor
Use when user asks to explain, break down, or help understand technical concepts (AI, ML, or other technical topics). Makes complex ideas accessible through plain English and narrative structure.
mcaf-adr-writing
Create or update an ADR (Architecture Decision Record) under `docs/ADR/` using `docs/templates/ADR-Template.md`: context, decision, alternatives, consequences, rollout, and verification. Use when changing architecture, boundaries, dependencies, data model, or cross-cutting patterns; ensure it is self-contained, has a Mermaid diagram, and defines testable invariants.
mcaf-testing
Add or update automated tests for a change (bugfix, feature, refactor) using the repository’s testing rules in `AGENTS.md`. Use TDD where applicable; derive scenarios from docs/Features/* and ADR invariants; prefer stable integration/API/UI tests, run build before tests, and verify meaningful assertions for happy/negative/edge cases.
mcaf-feature-spec
Create or update a feature spec under `docs/Features/` using `docs/templates/Feature-Template.md`: business rules, user flows, system behaviour, Mermaid diagram(s), verification plan, and Definition of Done. Use before implementing a non-trivial feature or when behaviour changes; keep the spec executable (test flows + traceability to tests).
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