Skill catalog

Guides an agent to map, document, and onboard into an existing codebase by running a scan script, investigating project artifacts, and popu…

• codebase-map

Add restrained mouse-driven orbit and parallax depth to a Three.js hero by damping one pointer target and splitting it across camera…

• frontend-design

Analyze an existing web application, identify safe user-visible capabilities across routes, forms, server actions, handlers, and schemas,…

• mcp-development

This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly…

• data-ml

Refactor bloated AGENTS.md, CLAUDE.md, or similar agent instruction files to follow progressive disclosure principles. Splits monolithic…

• refactoring

Neutral arbiter for resolving git merge conflicts between two agents' branches using stated intents to guide impartial resolution.

• agent-orchestration

Build, debug, or review Cloudflare Agents SDK applications using the agents package.

• cloud-services

Upgrades, or migrates, an Android project to use Android Gradle Plugin (AGP) version 9. Do not use this skill for migrating Kotlin…

• build-tooling

Expert in designing and building autonomous AI agents with tool use, memory systems, planning strategies, and multi-agent orchestration.

• agent-orchestration

Use when building or reviewing WordPress plugin or theme features that call an LLM or AI provider: chatbots, content generation,…

• security-review

Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and…

• prompt-engineering

Answer questions about the AI SDK and help build AI-powered features. Use when developers: (1) Ask about AI SDK functions like…

• docs-lookup

Scans .NET code for ~50 performance anti-patterns across async, memory, strings, collections, LINQ, regex, serialization, and I/O with…

• performance-optimization

Android native application development and UI design guide. Covers Material Design 3, Kotlin/Compose development, project configuration,…

• kotlin-expertise

Generates Angular 17+ standalone components, configures routing with lazy loading and guards, implements NgRx state management, applies RxJ…

• angular-expertise

Build an animation from scratch, making the decisions in the order that determines whether it feels right — should it animate at all, what…

• frontend-design

Build animations in React Native and Expo, making the decisions in the order that determines whether they feel right — should it animate,…

• react-native

Anthony Fu's opinionated tooling and conventions for JavaScript/TypeScript projects. Use when setting up new projects, configuring…

• build-tooling

3-pass scope oscillation that holds a question constant while shifting zoom — narrow/tactical, wide/strategic, then synthesis — to surface…

• architecture-design

Guidelines for designing stable APIs and interfaces, covering contracts, error handling, validation, versioning, and TypeScript patterns.

• architecture-design

Cross-references C# Web API controllers/DTOs against their TypeScript/JavaScript consumers (React, Angular, Vue, Svelte, Node.js, or…

• static-analysis

Comprehensive REST API design review with automated linting, breaking-change detection, and design scorecards. Catches inconsistent…

• architecture-design

Provides detailed guidance and templates for designing REST/GraphQL APIs with OpenAPI 3.1, including resource modeling, endpoint design, er…

• architecture-design

Use when the user asks to generate API tests, create integration test suites, test REST endpoints, or build contract tests.

• webapp-testing

Apple's approach to interface design and fluid, physical motion, translated for the web. Use when building or reviewing gesture-driven UI,…

• frontend-design

Use only when creating new registrable ML components that require Factory or Registry patterns.

• architecture-design

Guides a coding agent in designing system architecture, creating ADRs, evaluating patterns, and documenting technology trade-offs.

• architecture-design

Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use this…

• architecture-design

Design and implement Arduino integration with Azure IoT Hub and IoT Edge, including secure provisioning, resilient telemetry, command…

• cloud-services

Static visual content across 20+ formats — diagrams, mermaid, infographics, D3 dashboards, comics, icons, wallpaper — via Nano Banana Pro…

• media-generation

Convert an article, tutorial, or prompt pack into focused reusable AgentSkills, one independent capability per skill, with portable…

• skill-authoring

Helps an agent turn vague goals into tracked decision tickets, working one per session via issue tracker, then hands off a mission brief.

• workflow-meta

Guide to Sonner, the React toast library — install and wire up the Toaster, pick the right toast() call, promise and loading toasts,…

• docs-lookup

Generate visual assets from text prompts: PNG images (Gemini / xAI Grok, or local Qwen-Image when installed), GLB 3D models (Tripo CLI),…

• media-generation

Run technical quality checks across accessibility, performance, theming, responsive design, and anti-patterns. Generates a scored report…

• web-design-review

Audit websites, apps, screenshots, mockups, and design code for harmful AI-design clichés, generic generated defaults, and established UI…

• web-design-review

Audit work, verify claims with concrete evidence, and explain the result in simple grade-5 language. Use when the user asks to review,…

• verification-gate

Auth0 MCP Server: Manage Auth0 applications, APIs, actions, logs, and forms using natural language

• auth-implementation

Audit and rewrite prose so it stops reading as machine-generated. Use this skill when asked to remove AI-isms, clean up AI writing, edit a…

• writing-quality

Configure Azure API Management as an AI Gateway for AI models, MCP tools, and agents. WHEN: semantic caching, token limit, content safety,…

• llm-gateway

End-to-end orchestrator: from a business idea, app idea, or existing app to running Azure deployment with cost estimates and pre-deploy…

• cloud-services

Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. Answers questions about storage…

• cloud-services

Create API handoff documentation for frontend developers. Use when backend work is complete and needs to be documented for frontend…

• writing-quality

Diagnose failed or underperforming backtests, locate the root cause, and fix the issue

• debugging-method

Defines adaptive operational modes (Brainstorm, Implement, Debug, Review, Teach, Ship) to optimize AI behavior and output style.

• workflow-meta

Skill for Graph Query Language (GQL) or SQL/PGQ queries against a property graph. Includes path finding, multi-hop traversal, topological…

• database

Audits any AI instruction set for over-prompting using the core test — would a smarter model make this rule unnecessary? Applies Five…

• prompt-engineering

Research a topic to support a decision, three ways: draft a research prompt for the user to run in their own tool (ChatGPT, Gemini, Grok,…

• web-research

Runs one or more installed review lenses — adversarial critique, edge cases, verification gaps, structure, prose — and reports triaged…

• code-review

Create and manage tickets — initiatives, epics, stories, bugs. Use when the user says "create a new initiative", "slice this initiative",…

• implementation-planning

Design experiments to test assumptions for an existing product — prototypes, A/B tests, spikes, and other low-effort validation methods.…

• design-brainstorming

Turns a rough idea into an approved design through focused questions and trade-offs before any code is written.

• design-brainstorming

Prompt for creating the high-level technical architecture for an Epic, based on a Product Requirements Document.

• architecture-design

Parallel read-only multi-agent root-cause investigation for bugs, regressions, crashes, flaky behavior, or unexplained failures. Use when…

• debugging-method

Turn a vague, intermittent, or environment-specific bug report into a minimal evidence-backed reproduction before proposing a fix.

• debugging-method

Design, implement, backfill, audit, and release in-game changelogs with contiguous versioning, deployment provenance, menu-state…

• game-development

Build, extend, or audit production-linked browser map editors for Three.js and isometric games. Use when Codex needs to create a private…

• game-development

This skill should be used when the user wants to build an "MCP app", add "interactive UI" or "widgets" to an MCP server, "render…

• mcp-development

This skill should be used when the user asks to "build an MCP server", "create an MCP", "make an MCP integration", "wrap an API for…

• mcp-development

Diagnose and fix under-parallelized MSBuild builds. USE WHEN a multi-project solution build is slower than expected, doesn't speed up when…

• build-tooling

Reveal Three.js geometry with an expanding world-space scan whose wire cage leads the solid surface, then burns away. Use for wireframe…

• frontend-design

Token-efficient database MCP server for PostgreSQL, MySQL, MariaDB, SQL Server, Oracle, SQLite

• database

Runs Cantera homogeneous chemical reactors and evaluates ignition delay with mechanism provenance, conservation checks, and numerical…

• scientific-computing

Write a Conventional Commits message compressed to intent only. Use for "write a commit", "commit message", /commit or /caveman-commit.

• git-workflow

Read-only repository explorer for cold-start orientation, broad cross-file localization, or when a direct search failed. Skip it when the…

• codebase-map

Compressed code review - one line per finding with location, problem and fix. Use for /caveman-review, "review this PR", or "review the…

• code-review

Develop independent competing solutions to a defined brief, compare them, and synthesize a winning approach. Use when choosing well…

• agent-orchestration

Explore vague or ambitious ideas into a right-sized requirements-only unified plan. Use when the user wants to brainstorm or scope what to…

• design-brainstorming

Create a git commit with a clear, value-communicating message. Use when the user asks to commit/save staged or unstaged changes with a…

• git-workflow

Commit, push, and open a PR. Use when asked to ship/open a PR, or for PR-description-only flows like writing, rewriting, or describing a…

• git-workflow

Diagnosis loop for bugs and failing behavior. Use when asked to debug or fix failing or slow behavior.

• debugging-method

Create a session handoff for another agent, or resume, find, and read any user-selected continuity source. Use when work or conversation…

• agent-memory

Generate and evaluate grounded ideas. Use when the user wants ideas, improvements, or surprising directions before choosing one to…

• design-brainstorming

Polish a working feature through user-directed live browser feedback. Use when a functional feature needs focused UX refinement before…

• web-design-review

Judge PR feedback centrally, apply valid fixes, and complete review conversations with publication verified. Use when addressing feedback…

• code-review

Sweep configured feedback sources (Slack, GitHub Issues; email experimental) for new items: acknowledge at source, analyze recordings,…

• workflow-meta

Run browser tests for pages affected by the current branch or PR. Use when asked to run or check browser tests for the current change.

• webapp-testing

Set up isolated git worktrees — create a new branch for fresh work, or attach a worktree to an existing branch, PR, or commit. Use when…

• git-workflow

Structure prediction for protein, nucleic-acid, and small-molecule complexes with the Chai-1 foundation model (Chai Discovery 2024,…

• scientific-computing

Use this skill when you need to consult another agent, ask for help, or involve a specific agent the user asked for.

• agent-orchestration

Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality…

• devops-infra

Generate pragmatic CI/CD pipelines from detected project stack signals — fast baseline generation, repeatable checks, environment-aware…

• devops-infra

Create cinematic scroll-driven landing pages with Lenis smooth scrolling, GSAP ScrollTrigger, scroll-linked progression, staggered text…

• frontend-design

Improve unclear UX copy, error messages, microcopy, labels, and instructions to make interfaces easier to understand. Use when the user…

• writing-quality

Scans codebase or changes for security issues using Claude Security, can suggest patches, and reports findings.

• security-review

Agent-native CLI for Godot project management, scenes, exports, and script execution.

• game-development

Provides a comprehensive framework for designing, migrating, optimizing, and securing multi‑cloud architectures across AWS, Azure, and GCP,…

• devops-infra

Generates, formats, and validates technical documentation — including docstrings, OpenAPI/Swagger specs, JSDoc annotations, doc portals,…

• writing-quality

Performs multi-axis code review covering correctness, readability, architecture, security, and performance before merging changes.

• code-review

Expert code review of current git changes with a senior engineer lens. Detects SOLID violations, security risks, and proposes actionable…

• code-review

Provides a process for simplifying code while preserving behavior, improving readability and maintainability.

• code-review

Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening…

• architecture-design

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

• codebase-map

Generate or edit artwork with built-in Codex image gen, especially transparent PNG ornaments, game sprites, emblems, and UI graphics. Use…

• media-generation

Analyzes git diffs or staged changes and generates narrative commit messages that explain WHY a change was made, not just what changed —…

• git-workflow

React composition patterns that scale: compound components, slots and state lifting done right.

• component-architecture

Creates a project‑wide quality bar by interviewing the user, writing CONSTRAINTS.md, installing required tools, and wiring checks into the …

• verification-gate

Optimizes agent context setup. Use when starting a new session, when agent output quality degrades, when switching between tasks, or when…

• agent-memory

Fetches current, version-specific library docs into context so generated code matches today's APIs.

• docs-lookup

Create Git branches following the Conventional Branch specification (feature/, bugfix/, hotfix/, release/, chore/). Use when creating a…

• git-workflow

Converts Excel (.xlsx) workbooks into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use…

• spreadsheets

Converts PDF (.pdf) documents into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use…

• pdf-processing

Converts Word (.docx) documents into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use…

• docx-documents

Writes, optimizes, and debugs C++20/23 applications using modern features, template metaprogramming, and high-performance techniques.

• cpp-expertise

Create Spring Boot Java Project Skeleton

• java-expertise

Get best practices for C# async programming

• dotnet-expertise

Safely refactors C#/.NET code without changing behavior. USE FOR any request to refactor, rename, move, extract, inline, merge,…

• refactoring

Comprehensive Git MCP server enabling native git tools including clone, commit, worktree, & more.

• git-workflow

Agent-native TypeScript framework for MCP servers.

• mcp-development

Darwin Skill 2.0 (达尔文.skill 2.0): autonomous skill optimizer, v2.0 integrates Microsoft Research SkillLens (arXiv 2605.23899) 9-dim rubric…

• skill-authoring

Provides guidance for building scalable data pipelines, warehouses, and streaming architectures using Spark, dbt, Airflow, and cloud data p…

• data-ml

Use when the user asks to design database schemas, plan data migrations, optimize queries, choose between SQL and NoSQL, or model data…

• database

Optimizes database queries and improves performance across PostgreSQL and MySQL systems.

• database

Design robust, scalable database schemas for SQL and NoSQL databases. Provides normalization guidelines, indexing strategies, migration…

• database

Prepare, format, and validate datasets for supervised fine-tuning and preference training. Use when converting raw data into training…

• data-ml

Run comprehensive quality checks on tabular data (CSV/Excel/TSV/JSON), detecting missing values, duplicates, outliers, format issues, and…

• data-ml

Create and manage a DDD bounded context with standard directory structure. Use when starting a new subdomain, splitting a monolith into…

• architecture-design

Generate a structured demo outline from your session's change log and git history. Reads .claude/critical_log_changes.csv and git log to…

• presentations

Provides a systematic debugging and error recovery process for coding agents to reproduce, localize, fix, and guard against bugs.

• debugging-method

Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or…

• debugging-method

Provides systematic debugging workflow: reproduce, isolate, hypothesize, fix, prevent; with language-specific tools and patterns.

• debugging-method

Explore a codebase to find opportunities for architectural improvement, focusing on making the codebase more testable by deepening shallow…

• refactoring

Use when you have a task and must decide WHO does it — yourself, a spawned subagent, or another agent in the topology that already holds…

• agent-orchestration

Use when a plugin or theme bundles a third-party PHP or JavaScript library, enqueues an asset from a CDN, fetches or executes code at…

• supply-chain-audit

Smart dependency management for any language. Auto-detects project type, applies safe updates automatically, prompts for major versions,…

• supply-chain-audit

Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use this skill when designing…

• devops-infra

Manages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users from one implementation to…

• refactoring

Audit a design against Dieter Rams' ten "Good design is..." principles, then hand off a /make-plan prompt for one of three outcomes — new…

• web-design-review

Extract design systems from reference UI images and generate implementation-ready UI design prompts. Use when users provide UI…

• frontend-design

Create and evolve design systems with design tokens, component architecture, accessibility guidelines, and documentation templates.…

• component-architecture

Anti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right design direction, and…

• frontend-design

Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something…

• debugging-method

Security-focused review of each diff: blast radius, callers, test coverage and a written report.

• security-review

Guide for organizing MSBuild infrastructure with Directory.Build.props, Directory.Build.targets, Directory.Packages.props, and…

• build-tooling

Skill for dispatching multiple AI agents in parallel to handle independent tasks, with guidance on scoping, prompting, and integration.

• agent-orchestration

Provides detailed guidance and code snippets for building Django 5.0 apps and DRF APIs, covering models, serializers, viewsets, auth, tests…

• django-expertise

Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing,…

• django-expertise

Read any common document/data file — PDF, Word (.docx), Excel (.xlsx/.xls), PowerPoint (.pptx), images (OCR), CSV/TSV, plain text,…

• pdf-processing

Convert PDFs and other documents to structured formats via Docling, for AI applications.

• pdf-processing

Records decisions and documentation. Use when you need to document an architecture decision (ADR) or the reasoning behind a design choice,…

• writing-quality

Creates and edits Word documents with tracked changes, comments and clean formatting.

• docx-documents

Guides building .NET 8 applications with minimal APIs, clean architecture, and cloud-native microservices using EF Core, MediatR, and JWT a…

• dotnet-expertise

Subjects every non-trivial decision to a fresh-context adversarial review before it stands. Use when you want every assumption…

• verification-gate

Generate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV, JSON, SQL, Python script).…

• data-ml

Build, debug, or review Cloudflare Durable Objects code for persistent state and coordination.

• cloud-services

Orchestrates large independent task fan-outs with deterministic pre-processing, LLM judgment per unit, adversarial verification, and multi-…

• agent-orchestration

Write, review, and debug agent skills. Use when creating or editing SKILL.md files, improving skill structure, or diagnosing invocation…

• skill-authoring

Use when running Claude Fable on codebase-heavy or token-heavy work and the user wants Fable to orchestrate research, coding, and testing…

• agent-orchestration

This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the invisible details that make…

• frontend-design

Decide whether an AI/LLM/agent/retrieval system needs an eval, where it fits in the dev process, which one to run, and how to read the…

• agent-evaluation

Build the evaluation harness that gates every fine-tuning run — golden sets, per-failure-mode graders, judge calibration, and base-model…

• agent-evaluation

Assertion-first AI eval framework aligned to Anthropic's 'Demystifying evals for AI agents' — typed deterministic asserts + a…

• agent-evaluation

This skill should be used when building agent evaluation systems: deterministic checks, regression suites, multi-dimensional rubrics,…

• agent-evaluation

Score, embed, and generate DNA sequences with Evo 2, a long-context genomic foundation model. Use this skill when: (1) Computing…

• scientific-computing

Generate a 1-2 page executive summary for a feature — orients sales, leadership, and engineering from a single document.

• writing-quality

Detects duplicate boilerplate, copy-paste tests, and structural maintainability issues across .NET test suites. Use when the user asks to…

• refactoring

Performs bounded, local exploratory analysis of explicitly supported scientific files. Supports redacted CSV/TSV/JSON profiles; optional…

• scientific-computing

Factor research framework with IC/IR analysis, quantile backtesting, and factor combination. Suitable for cross-sectional factor…

• data-ml

Experimental workflow for babysitting one explicitly authorized pull or merge request. Use to monitor its live review state and checks,…

• code-review

Experimental workflow for collecting and triaging product feedback, product telemetry, runtime errors, and issue reports. Use when…

• workflow-meta

Plan and build production-ready FastAPI endpoints with async SQLAlchemy, Pydantic v2 models, dependency injection for auth, and pytest…

• fastapi-expertise

Expert skill for building async Python APIs with FastAPI and Pydantic V2: endpoints, models, auth, SQLAlchemy, JWT, WebSockets, OpenAPI.

• fastapi-expertise

Complete guide for building MCP servers with FastMCP 3.0 - tools, resources, authentication, providers, middleware, and deployment. Use…

• mcp-development

Guides structured requirements workshops to create feature specs, user stories, EARS requirements, acceptance criteria, and implementation …

• implementation-planning

Use when the user names a local file and explicitly asks to clean, rewrite, humanize, or remove AI-writing patterns in that file itself,…

• writing-quality

Use when a WordPress plugin or theme accepts file uploads, processes $_FILES, saves user-provided files, or generates file paths from…

• security-review

This skill should be used when agent work needs file-backed context: durable scratchpads, tool-output offloading, just-in-time discovery,…

• agent-memory

MANDATORY for static source-to-test pairing: find or list source files/modules without corresponding tests, or suggest test locations from…

• static-analysis

Guides LLM fine-tuning with LoRA/QLoRA, dataset prep, training, evaluation, and deployment using Hugging Face PEFT and Transformers.

• data-ml

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work

• git-workflow

Gives AI development tools Firebase-specific capabilities and expertise.

• cloud-services

Audit and fix HTML accessibility issues including ARIA labels, keyboard navigation, focus management, color contrast, and form errors. Use…

• accessibility

Audit and fix HTML metadata including page titles, meta descriptions, canonical URLs, Open Graph tags, Twitter cards, favicons, JSON-LD…

• seo-optimization

Audit and fix animation performance issues including layout thrashing, compositor properties, scroll-linked motion, and blur effects. Use…

• performance-optimization

Flutter cross-platform development guide covering widget patterns, Riverpod/Bloc state management, GoRouter navigation, performance…

• flutter-expertise

Build cross-platform Flutter apps with Dart, covering state management (Riverpod/Bloc), navigation (GoRouter), widgets, testing, and perfor…

• flutter-expertise

Produces distinctive, production-grade interfaces instead of generic AI-looking layouts.

• frontend-design

Frontend development guidelines for React/TypeScript applications. Modern patterns including Suspense, lazy loading, useSuspenseQuery,…

• component-architecture

Pro frontend engineering discipline. Enforces build-test-verify workflow for every web project. Never declare done until the site is…

• verification-gate

Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a…

• presentations

Builds production-quality, accessible, responsive user-facing UIs. Use when building or modifying interfaces and pages, creating…

• frontend-design

Full-stack backend architecture and frontend-backend integration guide. TRIGGER when: building a full-stack app, creating REST API with…

• architecture-design

Find 10x product opportunities and high-leverage improvements. Use when user wants strategic product thinking, mentions '10x', wants to…

• design-brainstorming

Use when building game systems, implementing Unity/Unreal Engine features, or optimizing game performance. Invoke to implement ECS…

• game-development

DO NOT USE when the target already consumes an injected interface or built-in abstraction such as IFileSystem or TimeProvider, even if the…

• dotnet-expertise

Creates detailed, sectionized implementation plans through research, stakeholder interviews, and multi-LLM review. Use when planning…

• implementation-planning

Structures git workflow practices. Use when making any code change. Use when committing, branching, resolving conflicts, splitting…

• git-workflow

Use when the user wants to create, generate, or set up a GitHub Actions workflow. Handles CI/CD pipelines, testing, deployment, linting,…

• devops-infra

Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD…

• devops-infra

Official GitHub server: issues, pull requests, code search and Actions from inside the agent.

• github-integration

Trigger: Go tests, go test coverage, Bubbletea teatest, golden files. Apply focused Go testing patterns.

• go-expertise

Provides expert Go programming guidance: concurrency patterns, microservices design, performance profiling, generics, idiomatic error handl…

• go-expertise

Maps your whole project into a queryable knowledge graph so the agent navigates by structure instead of grepping.

• codebase-map

Use when designing GraphQL schemas, implementing Apollo Federation, or building real-time subscriptions. Invoke for schema design,…

• architecture-design

Use when asked to debug, fix a bug, investigate an error, or do root cause analysis, and when users report errors, stack traces,…

• debugging-method

Reviews smart contract architecture, upgradeability, dependencies and tests against Trail of Bits practice.

• smart-contract-security

Use when building dynamic blocks or block-editor features - a render_callback, server-side rendered blocks via ServerSideRender,…

• security-review

Google Apps Script: Upload local files to an Apps Script project.

• cloud-services

Scrape the Hacker News front page (titles, points, comment counts).

• browser-automation

Use when writing technical documentation that needs to be readable by both humans and AI models, converting existing docs to HADS format,…

• writing-quality

Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval

• data-ml

Anti-AI-slop design skill for greenfield pages, audits, redesigns, and design extraction from URLs or screenshots. Use when the user asks…

• frontend-design

This skill should be used when designing autonomous agent harnesses: research loops, evaluation scaffolds, locked and editable surfaces,…

• agent-orchestration

Helm chart expert for Kubernetes package management, templating, and dependency management

• devops-infra

Helm chart development agent skill and plugin for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw — chart scaffolding, values design,…

• devops-infra

Plan and coordinate the deployment of a model to Amazon SageMaker AI. Use this skill whenever the user wants to deploy, host, serve, or…

• cloud-services

Create a SageMaker endpoint (real-time, real-time scale-to-zero, or async) with autoscaling, CloudWatch alarms, and tagging enabled by…

• cloud-services

Pick the right serving container for a SageMaker model deployment and find its current image URI. Use this skill whenever about to deploy…

• cloud-services

Teaches the AI to design like a high-end agency. Defines the exact fonts, spacing, shadows, card structures, and animations that make a…

• frontend-design

Author a new Agent Skill for a Hive agent that conforms to the Agent Skills specification (SKILL.md with YAML frontmatter, optional…

• skill-authoring

Finds root cause before any fix. Use when something errors, crashes, regresses, or used to work. Not for code review or new features.

• debugging-method

A Model Context Protocol server for use with Tauri v2 applications

• mcp-development

Evolutionary ideation engine — loop-controlled multi-cycle idea generation through phases of dreaming, cross-domain stealing,…

• design-brainstorming

Skill for generating design images first, then analyzing them to implement premium, readable frontend code.

• frontend-design

Implement, tune, debug, or validate soft wall-aware fog of war and gameplay perception in Three.js action games. Use for orthographic or…

• game-development

Implement the result of /to-spec and /to-tickets in code.

• agent-orchestration

Survey a codebase's animation and motion code as a senior motion advisor, then produce a prioritized audit and self-contained…

• implementation-planning

Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.

• architecture-design

Audit an existing product surface against its own design evidence, identify verified UI problems, and write self-contained implementation…

• web-design-review

Delivers changes incrementally in thin, verifiable slices. Use when implementing any feature or change that touches more than one file, or…

• implementation-planning

iOS application development guide covering UIKit, SnapKit, and SwiftUI. Includes touch targets, safe areas, navigation patterns, Dynamic…

• swift-expertise

Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing…

• devops-infra

Apply a prompt-agnostic execution and verification loop to any substantial task while preserving the original request. Use when the user…

• verification-gate

Java architect skill for building, configuring, and debugging Spring Boot 3.x enterprise apps, covering domain design, JPA optimization, re…

• java-expertise

Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem…

• java-expertise

Token-efficient code exploration via tree-sitter AST parsing. 70+ languages, 86-99% token savings.

• codebase-map

Extract entities and relations from source files to build a knowledge graph

• codebase-map

Investigate implementation failures using root-cause-first debugging. Use when an implementer is blocked, verification fails, or repeated…

• debugging-method

Review a task implementation against approved specs, task boundaries, and verification evidence. Use after an implementer finishes a task,…

• verification-gate

Create comprehensive technical design for a specification

• architecture-design

Generate implementation tasks for a specification

• implementation-planning

Create custom steering documents for specialized project contexts

• agent-memory

Validate feature-level integration after all tasks are implemented. Checks cross-task consistency, full test suite, and overall spec…

• verification-gate

Verify completion and success claims with fresh evidence. Use before claiming a task is complete, a fix works, tests pass, or a feature is…

• verification-gate

Kotlin specialist skill offering idiomatic patterns for coroutines, Flow, KMP, Compose, Ktor, DSLs, with guidelines, tests, and linting che…

• kotlin-expertise

A Model Context Protocol (MCP) server for Kubernetes and OpenShift

• devops-infra

Build and configure Laravel 10+ applications with Eloquent, Sanctum, Horizon, API resources, Livewire, and testing.

• laravel-expertise

Provides incremental migration strategies for legacy systems, including dependency maps, API facades, and characterization tests to moderni…

• architecture-design

This skill should be used when setting up, auditing, or enforcing internationalization/localization in UI codebases (React/TS, i18next or…

• i18n-localization

Create a detailed, phased implementation plan with documentation discovery. Use when asked to plan a feature, task, or multi-step…

• implementation-planning

Create a focused workspace Skill from reusable decisions, knowledge, templates, or workflows in the current conversation. Use for…

• skill-authoring

Processes, cleans, compares, and searches tandem mass spectra with matchms. Use for MS/MS file I/O, metadata harmonization, peak…

• scientific-computing

Creates and customizes scientific plots with Matplotlib. Used for fine-grained control over plot elements, novel plot types, and…

• data-visualization

Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code follow this repo's…

• code-review

Guides building high-quality MCP servers in TypeScript or Python, from tool design to evaluation.

• mcp-development

Official ClickHouse MCP server for querying and exploring ClickHouse clusters and chDB.

• database

Guidance for building, debugging, or extending MCP servers/clients using TypeScript/Python SDKs with schema validation and transport setup.

• mcp-development

Easy-to-setup local RAG server with minimal configuration

• data-ml

MCP Neo4j Knowledge Graph Memory Server

• agent-memory

MCP server for SearXNG — privacy-respecting web search with pagination, URL reading

• web-research

Guide the agent to recall, remember, and route durable learning into Memory, Skills, Scheduled Tasks, or Tape.

• agent-memory

This skill should be used for persistent semantic memory in agent systems: cross-session knowledge retention, entity tracking, temporal…

• agent-memory

Designs microservices architectures, decomposes monoliths, defines service boundaries, communication patterns, resilience, and observabilit…

• architecture-design

Create a new sequentially numbered database migration with up/down SQL files

• database

Validate pending migrations for foreign key consistency, rollback safety, and best practices

• database

Provides a structured workflow for migrating an Android XML View to Jetpack Compose. This skill details the step-by-step process, from…

• refactoring

Designs and implements production-grade ML pipeline infrastructure including experiment tracking, orchestration, feature stores, and model …

• data-ml

Machine-learning predictive strategy based on sklearn walk-forward training, feature engineering, and signal generation. Suitable for any…

• data-ml

MCP server for iOS and Android Mobile Development, Automation and Testing

• mobile-testing

MongoDB operations expert for queries, aggregation pipelines, indexes, and schema design

• database

MongoDB Model Context Protocol Server

• database

Implements monitoring, logging, metrics, tracing, alerting, load testing, profiling, and capacity planning.

• devops-infra

Mootdx A-share market data via TCP-direct 通达信 servers. Free, no API key, no IP rate limits. Use as the stable A-share OHLCV fallback when…

• data-ml

Coordinates parallel code reviews across multiple dimensions, deduplicates findings, calibrates severity, and generates consolidated report…

• code-review

Suggest better variable, function, and class names based on context and conventions.

• refactoring

Provides detailed guidance and code templates for building secure, testable NestJS modules, controllers, services, DTOs, guards, and interc…

• nestjs-expertise

Provides detailed guidance for building and deploying Next.js 14+ apps with App Router, server components, server actions, SEO, and Vercel …

• react-performance

Nuxt full-stack Vue framework with SSR, auto-imports, and file-based routing. Use when working with Nuxt apps, server routes, useFetch,…

• vue-expertise

A Model Context Protocol server implementation for Nx

• build-tooling

Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when…

• devops-infra

Review system architecture, simplify boundaries, or compare interface designs from repository evidence

• architecture-design

Converts OpenAPI 3.0 JSON/YAML to TypeScript interfaces and type guards. This skill should be used when the user asks to generate types…

• typescript-expertise

Structure prediction using OpenFold3, an open-weights PyTorch reproduction of AlphaFold3 from the AlQuraishi Lab. Use this skill when…

• scientific-computing

GPU-accelerates scientific Python on NVIDIA hardware and verifies that the result is correct and faster. Use for CUDA/GPU optimization;…

• performance-optimization

Profile, audit, and optimize frontend page performance with emphasis on animation work, memory-leak risks, long-session slowdowns, CSS…

• performance-optimization

Optimize and improve the performance of slow Entity Framework Core (EF Core) queries: make them generate less SQL, make fewer database…

• performance-optimization

Performs pandas DataFrame operations for data analysis, manipulation, and transformation. Use when working with pandas DataFrames, data…

• data-ml

Searches 18 scholarly APIs for papers, preprints, citations, open-access full text, repository records, and journal OA status, and returns…

• web-research

Convert Python, R, or command-line research repositories into tested MCP tools through useful tool selection, minimal wrappers around…

• mcp-development

Debug complex issues by generating and testing multiple hypotheses in parallel using structured evidence collection and arbitration.

• debugging-method

Guidelines for splitting feature work among multiple agents, defining file ownership, avoiding conflicts, and integrating parallel implemen…

• agent-orchestration

Reads, fills, merges, splits and generates PDF files, including forms and scanned pages.

• pdf-processing

Optimizes application performance across frontend, backend, queries, and databases. Use when performance requirements exist, when you…

• performance-optimization

PHP Pro skill provides comprehensive patterns, strict typing, PHPStan level 9, async with Swoole/ReactPHP, and full Laravel/Symfony scaffol…

• php-expertise

Provide CI/CD best practices and pipeline templates for GitHub Actions and GitLab CI, recommending configurations based on project type…

• devops-infra

Creates persistent markdown planning files (task_plan.md, findings.md, progress.md) with structured phases, rules, and protocols to keep co…

• implementation-planning

Breaks work into ordered tasks. Use when you have a spec or clear requirements and need to break work into implementable tasks. Use when a…

• implementation-planning

Persistent file-based planning for multi-step AI-agent work. Keeps task_plan.md, findings.md, and progress.md on disk; lifecycle hooks…

• agent-memory

Plan and build comprehensive Playwright E2E test suites with Page Object Model, authentication state persistence, custom fixtures, visual…

• webapp-testing

Use when writing E2E tests with Playwright, setting up test infrastructure, or debugging flaky browser tests. Invoke to write test…

• webapp-testing

Lets the agent drive a real browser: navigate, click, fill forms and read pages via accessibility snapshots.

• browser-automation

Production-grade Playwright testing toolkit. Use when the user mentions Playwright tests, end-to-end testing, browser automation, fixing…

• webapp-testing

Use when the user explicitly wants autonomous progress without routine clarification stops: "plow ahead", "do not stop", "use your best…

• workflow-meta

Node.js package manager with strict dependency resolution. Use when running pnpm specific commands, configuring workspaces via…

• build-tooling

Collection and schema design for PocketBase. Use when creating collections, designing schemas, adding fields, setting up relations, or…

• database

Production deployment for PocketBase. Use when deploying PocketBase to a server, setting up Docker, configuring systemd, reverse proxy…

• devops-infra

Schema migrations and versioning for PocketBase. Use when creating migrations, managing schema versions, syncing collections between…

• database

PostgreSQL expert for query optimization, indexing, extensions, and database administration

• database

Comprehensive PostgreSQL-specific table design reference covering data types, indexing, constraints, performance patterns, and advanced…

• database

Use this skill when designing or reviewing a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints,…

• database

Creates and edits PowerPoint decks with layouts, speaker notes and consistent design.

• presentations

Create premium, Awwwards-quality website designs as React (.jsx) components that look like they were built by a top-tier agency charging…

• frontend-design

Guide technical communication for software developers. Covers email structure, team messaging etiquette, meeting agendas, and adapting…

• writing-quality

Analyze a project's past Codex sessions, memory files, and existing local skills to recommend the highest-value skills to create or…

• skill-authoring

This skill should be used when the user asks to "optimize a prompt", "improve prompt performance", "design a prompt template", "write…

• prompt-engineering

Write a prompt teammates can give their AI agents to apply a fix, upgrade, or setup change. Use only when the user explicitly invokes…

• prompt-engineering

Meta-prompting standard library for generating, optimizing, and composing prompts programmatically via Standards, Handlebars Templates,…

• prompt-engineering

Adds property-based tests that find edge cases example tests miss, for parsers, serializers and math.

• property-testing

Build a throwaway prototype to answer a design question. Use when the user wants to sanity-check whether a state model or logic feels…

• design-brainstorming

Package a finished local project into an intentional GitHub repository, create a strong README and visual preview, push it safely,…

• github-integration

Persistent workflow graph server tracking tasks, decisions, spatial entities, and blockers.

• agent-memory

Set up Playwright in a project. Use when user says "set up playwright", "add e2e tests", "configure playwright", "testing setup", "init…

• webapp-testing

Python 3.11+ skill for type‑safe, async, production‑ready code with mypy, pytest, black, ruff, dataclasses, and async patterns

• python-expertise

Upload files to Cloudflare R2, AWS S3, or any S3-compatible storage (like MinIO) and generate secure, time-limited presigned download…

• cloud-services

Analyzes Android build files and R8 keep rules to identify redundancies, broad package-wide rules, and rules that subsume library consumer…

• build-tooling

Designs and implements production‑grade RAG systems with chunking, embeddings, vector store, hybrid search, reranking, and evaluation.

• data-ml

Rails 7+ specialist skill covering Active Record optimization, Hotwire/Turbo, Action Cable, Sidekiq, and RSpec test suite generation.

• rails-expertise

Vercel's React and Next.js performance rules: data fetching, bundles, rendering and caching.

• react-performance

React Native expert skill for building, optimizing, and debugging cross‑platform mobile apps with Expo, navigation, FlatList performance, p…

• react-native

React Native and Expo practices for fast, smooth mobile apps: lists, images, animations, navigation.

• react-native

React useEffect best practices from official docs. Use when writing/reviewing useEffect, useState for derived values, data fetching, or…

• component-architecture

Fetches URLs and PDFs, then summarizes or returns clean Markdown. Use when asked to read, fetch, quote, cite, convert, or save a URL or…

• web-research

Use when implementing, integrating, upgrading, debugging, or answering anything involving third-party APIs, libraries, frameworks, CLIs,…

• docs-lookup

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable…

• code-review

Upgrades existing websites and apps to premium quality. Audits current design, identifies generic AI patterns, and applies high-end design…

• frontend-design

Manual-only skill for minimizing total codebase size. Only activate when explicitly requested by user. Measures success by final code…

• refactoring

Run regression analysis (OLS or logistic) on uploaded CSV/Excel data, generating coefficients, R², p-values, VIF, and plain-language…

• data-ml

Create a new Remotion video

• media-generation

Search Remotion documentation

• docs-lookup

Structure Remotion markup for interactivity

• media-generation

Content, animation and effects best practices

• media-generation

Upgrade Remotion, and related packages

• build-tooling

Pack local or remote codebases into AI-friendly files that LLMs and coding agents can read or search

• codebase-map

Blocks installs of packages that do not exist and warns on brand-new ones, stopping hallucinated-package attacks.

• package-guard

Before each request, points the agent at the installed skills that fit it; silent when none does.

• skill-routing

Notices at session start when the project gained a stack or need, and says which new picks fit it now.

• setup-tracking

Sends finished work to an independent reviewer with the right context and acts on the findings.

• code-review

Use when converting PM intake into a slice SPEC.md with observable acceptance outcomes, explicit scope, and advisory sibling build…

• writing-quality

Review a git diff or explicit file scope for reuse, code quality, efficiency, clarity, and standards issues, then optionally apply safe…

• code-review

Parallel read-only multi-agent review of a current git diff or explicit file scope to find behavioral regressions, security or privacy…

• code-review

Technical SEO auditor and fixer. Runs Lighthouse/PageSpeed audits on websites or local dev servers, analyzes SEO/performance/accessibility…

• seo-optimization

An MCP server that provides build analysis and optimization recommendations for Rspack projects.

• build-tooling

Plan and build production-ready Rust CLI tools using clap for argument parsing, with subcommands, config file support, colored output, and…

• rust-expertise

Provides guidelines for writing, reviewing, and debugging idiomatic Rust code with ownership, lifetimes, traits, async, and error handling.

• rust-expertise

Native Safari browser automation for AI agents — 98 tools, zero Chrome overhead.

• browser-automation

MUST USE when an existing .NET test project was excluded from a .slnf/CI solution filter, disappeared from .sln/.slnx discovery, or lost…

• dotnet-expertise

Secure coding guidance for authentication, authorization, input validation, OWASP Top 10 prevention, and secure session management in Node/…

• security-review

This skill should be used when a model gets read-write control over its own live context window instead of a harness-scheduled compaction…

• agent-memory

Runs a Semgrep security scan with language-aware rulesets and triages the findings.

• static-analysis

This skill should be used when the user asks to "design system architecture", "evaluate microservices vs monolith", "create architecture…

• architecture-design

Computer vision engineering skill for object detection, image segmentation, and visual AI systems. Covers CNN and Vision Transformer…

• data-ml

World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive…

• data-ml

ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs. Covers model deployment, feature stores,…

• data-ml

Set up Husky pre-commit hooks with lint-staged (Prettier), type checking, and tests in the current repo. Use when user wants to add…

• git-workflow

Prepares production launches. Use when preparing to deploy to production, or when asking what needs to be in place before shipping. Use…

• devops-infra

Audit whether a multi-agent setup earns its coordination cost — use before adding an agent, or when a workflow feels slow or agents agree…

• agent-orchestration

Creates, tests and tunes agent skills, including trigger descriptions and evals.

• skill-authoring

Debug a reproducible symptom with a bounded feedback loop and original-scenario verification

• debugging-method

Persist design documents with branch tracking, revision chains, and cross-session discovery

• agent-memory

Track project blockers, bugs, and gaps across sessions — use when issues pile up or need triage

• agent-memory

Run tasks in a loop until goals are met — use for iterative refinement, polling, or convergence

• workflow-meta

Craft better prompts using proven optimization techniques — use when your prompt needs refinement

• prompt-engineering

Use when a reviewer, CI bot, or another AI leaves feedback to address

• code-review

Build a behavior change with observed red, minimal green, and measured test consolidation

• tdd-discipline

Use when about to declare work complete, fixed, passing, or done

• verification-gate

Process screenshot-based UI/UX feedback to fix visual issues — use when users share screenshots of bugs

• web-design-review

Break a plan or spec into vertical slices that each declare what blocks them — use when work is agreed but not yet cut into fileable pieces

• implementation-planning

Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts.…

• media-generation

Token-optimized structural code search using tree-sitter AST parsing. Use instead of reading full files when you need to understand code…

• codebase-map

Grounds every implementation decision in official documentation. Use when you want to verify an approach against the official docs before…

• docs-lookup

Use when writing Spark jobs, debugging performance issues, or configuring cluster settings for Apache Spark applications, distributed data…

• data-ml

Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when…

• implementation-planning

Reverse-engineers specifications from existing codebases by mapping structure, tracing data flows, and documenting observed behavior in EAR…

• codebase-map

Use when the user asks for text-to-speech narration or voiceover, accessibility reads, audio prompts, or batch speech generation. OpenAI…

• media-generation

Generates Spring Boot 3.x code: REST controllers, services, repositories, security, WebFlux, microservices, tests, and cloud config example…

• java-expertise

Use when the user asks to write SQL queries, optimize database performance, generate migrations, explore database schemas, or work with…

• database

Use when writing any custom database query in WordPress with $wpdb — get_results, get_var, get_row, query, or building WHERE/IN/LIKE/ORDER…

• database

Translate natural language to SQL, optimize query performance, and interpret EXPLAIN plans for SQLite and PostgreSQL. Triggered when users…

• database

Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow…

• database

SQL Pro skill optimizes queries, designs schemas, and troubleshoots performance across major SQL dialects.

• database

Generate SQL queries from natural language descriptions. Supports BigQuery, PostgreSQL, MySQL, and other dialects. Reads database schemas…

• database

Defines SLOs, error budgets, monitoring, automation, incident response, and chaos engineering for production systems.

• devops-infra

Use when long-running or parallel agent work must respect 5-hour and weekly usage limits by checking usage between waves, pausing near the…

• agent-orchestration

Extract self-contained static HTML from a built web application or React components by inlining CSS and images. Use this skill whenever…

• browser-automation

Delegate a self-contained task to a coding assistant through a non-interactive background process. Use for feature development, code…

• agent-orchestration

Use when executing implementation plans with independent tasks in the current session

• agent-orchestration

Use when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron,…

• cloud-services

MCP server for interacting with the Supabase platform

• cloud-services

Audits dependencies for advisories, abandoned upstreams, publisher concentration and install-time scripts.

• supply-chain-audit

Fix bugs and small behavior changes at the narrowest responsible layer. Use when regression proof, preserved surrounding behavior, and…

• debugging-method

The official Svelte MCP server providing docs and autofixing tools for Svelte development

• docs-lookup

Swift expert skill for building iOS/macOS/watchOS/tvOS apps with SwiftUI, async/await, actors, protocol-oriented design, and testing.

• swift-expertise

SwiftUI Liquid Glass: implement, adopt, refactor, review correctness/perf/design.

• swift-expertise

Comprehensively reviews SwiftUI code for best practices on modern APIs, maintainability, and performance. Use when reading, writing, or…

• code-review

Best practices and example-driven guidance for building SwiftUI views and components, including navigation hierarchies, custom view…

• swift-expertise

Finds root causes with a four-phase method instead of guess-and-patch fixes.

• debugging-method

Build scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns. Use when creating…

• frontend-design

Canonical patterns for writing custom MSBuild targets. USE FOR: diagnosing and fixing custom target authoring anti-patterns; broken SDK…

• build-tooling

Provides strategies for decomposing tasks, designing dependency graphs, and coordinating multi-agent work with clear task descriptions and …

• agent-orchestration

Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants…

• tdd-discipline

Structured messaging protocols for agent team communication covering message types, plan approval, shutdown procedures, and anti-patterns.

• agent-orchestration

Provides guidelines for designing optimal multi‑agent team compositions, sizing heuristics, preset configurations, agent type selection, an…

• agent-orchestration

Terraform IaC expert for providers, modules, state management, and planning

• devops-infra

Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions…

• tdd-discipline

Enforces red-green-refactor: no production code without a failing test first.

• tdd-discipline

Skill for generating comprehensive test plans, writing unit/integration/E2E tests, analyzing coverage, and producing defect reports across …

• webapp-testing

Create comprehensive test scenarios from user stories with test objectives, starting conditions, user roles, step-by-step actions, and…

• webapp-testing

Analyze and create a testing strategy for Android apps - install testing libraries, set up test infrastructure, create harnesses for unit…

• mobile-testing

Three.js performance optimization and best practices guidelines. Use when writing, reviewing, or optimizing Three.js code. Triggers on…

• performance-optimization

Generate beautiful interactive timeline HTML pages from JSON data, with vertical, horizontal, or dual-side layouts, collapsible details,…

• data-visualization

Break a plan, spec, or the current conversation into a set of tracer-bullet tickets, each declaring its blocking edges, published to the…

• implementation-planning

Use Transformers.js to run state-of-the-art machine learning models directly in JavaScript/TypeScript. Supports NLP (text classification,…

• data-ml

Post-train LLMs with TRL (Transformers Reinforcement Learning) — SFT, DPO, GRPO, KTO, and reward-model training. Use when writing or…

• data-ml

Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build…

• build-tooling

Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for…

• typescript-expertise

Implements advanced TypeScript type systems, custom type guards, utility types, branded types, and tRPC configuration for type safety.

• typescript-expertise

Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling,…

• frontend-design

Enforces completion discipline for substantial autonomous work by writing acceptance gates before execution, decomposing work with the…

• verification-gate

Add, review, or fix JavaScript interop in Blazor components. USE FOR: calling JavaScript from Blazor, calling .NET from JavaScript,…

• dotnet-expertise

Use when a WordPress plugin or theme stores, processes, or exposes personal data — emails, names, IP addresses, user content, or…

• compliance-privacy

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated…

• git-workflow

Requires fresh command output as evidence before the agent claims work is done.

• verification-gate

Prove existing work meets acceptance conditions without expanding scope. Use for validation-only tasks, completion checks, focused gate…

• verification-gate

Turn a reference video into a super detailed recreation or inspiration prompt. Use when the user provides, mentions, uploads, links, or…

• prompt-engineering

Vite build tool configuration, plugin API, SSR, and Vite 8 Rolldown migration. Use when working with Vite projects, vite.config.ts, Vite…

• build-tooling

Vue 3 Composition API, script setup macros, reactivity system, and built-in components. Use when writing Vue SFCs,…

• vue-expertise

Expert guidance for Vue 3 development including Composition API, Pinia, Nuxt 3, mobile hybrids, PWA, and Vite optimization.

• vue-expertise

Creates Vue 3 components, builds vanilla JS composables, configures Vite projects, and sets up routing and state management using…

• vue-expertise

Reviews UI code for accessibility, UX and web interface best practices.

• web-design-review

This skill enables visual inspection of websites running locally or remotely to identify and fix design issues. Triggers on requests like…

• web-design-review

Audit, diagnose, or optimize website loading and interaction performance, Core Web Vitals, and Lighthouse performance scores.

• performance-optimization

Turn a visual or interaction technique you already built into a reusable web-design skill, by isolating the one mechanism that makes it…

• skill-authoring

Tests local web apps with Playwright: screenshots, console logs and interaction checks.

• webapp-testing

Provides comprehensive guidance for building secure, performant WordPress themes, plugins, Gutenberg blocks, WooCommerce, and REST APIs.

• php-expertise

Shows WORK progress and TASK status. Use when the user asks about WORK list, WORK progress, TASK status, or pipeline status (e.g., "WORK…

• workflow-meta

Plan commits as reviewable work units. Trigger: implementation, commit splitting, chained PRs, or keeping tests and docs with code.

• git-workflow

How to write modern Swift well — modeling with value types, Swift 6 data-race safety and approachable concurrency (@concurrent,…

• swift-expertise

Writing documents for agents. Use when creating or editing skills, or modifying AGENTS.md or CLAUDE.md.

• skill-authoring

Reviews docs and product copy for clear voice, tone and structure.

• writing-quality

Breaks an approved design into small test-first tasks with exact files, interfaces and checks.

• implementation-planning

Use when creating new skills, editing existing skills, or verifying skills work before deployment

• skill-authoring

Builds and edits spreadsheets with formulas, formatting and charts; cleans messy tabular data.

• spreadsheets