vscode-extension-expert
This skill provides expert-level guidance for VS Code extension development. Use when implementing new extension features, debugging extension code, designing WebView UIs, implementing Language Server Protocol features, or optimizing extension performance. Covers activation events, contribution points, VS Code API patterns, security best practices, testing strategies, state persistence, file watchers, singleton webview pattern, and publishing workflows.
zenrouter
Implement and extend routing using the zenrouter Coordinator pattern. Use this skill when the user asks to add a route, feature module, layout, redirect rule, redirect guard, nested coordinator, or navigate programmatically. Triggers on: route, router, routing, coordinator, CoordinatorModular, RouteModule, NavigationPath, IndexedStackPath, RouteLayout, RouteRedirectRule, RedirectRule, RedirectResult, parseRouteFromUri, push, pop, replace, navigate, deep link, toUri, parentLayoutKey, layoutKey, bindLayout, RouteUnique, RouteGuard, RouteRedirect, notFoundRoute, zenrouter.
adaptive-cards-authoring
Author Adaptive Cards for the current PiClaw web environment. Use when you need a prompt pattern, supported payload shape, or reusable card templates for structured web interactions.
bug-echo
After fixing a bug, find and rate other instances of the same pattern in the codebase. Two modes: described, or inferred from a recent fix with self-validation. Triggers: "run bug-echo", "echo this fix", "scan for similar bugs", "find other instances", "after-fix scan".
ios-accessibility
Expert guidance on iOS accessibility best practices, patterns, and implementation. Use when developers mention: (1) iOS accessibility, VoiceOver, Dynamic Type, or assistive technologies, (2) accessibility labels, traits, hints, or values, (3) automated accessibility testing, auditing, or manual testing, (4) Switch Control, Voice Control, or Full Keyboard Access, (5) inclusive design or accessibility culture, (6) making apps work for users with disabilities.
feed-datasource-expert
Expert guidance on implementing paginated feeds and infinite scroll in Flutter using FeedDataSource and PagedFeedDataSource patterns. Covers base feed data source, cursor-based pagination, auto-pagination at length-3, proxy lifecycle with reference counting, feed widget implementation, filtered feeds, event bus integration, and creation with createOnce. Use when building paginated lists, infinite scroll, feed views, or managing proxy lifecycle in feeds.
judge
Blind evaluation pattern. Agent spawns an independent judge to evaluate an idea, plan, strategy, statement, or implementation. The judge sees the repo but not the conversation. Verdict goes to a shared markdown file.
MidOS - MCP Community Library
Curated knowledge API for AI agents - skill packs, semantic search, validated patterns.
Discovery Engine
Find novel, statistically validated patterns in tabular data — hypothesis-free.
ability-analysis
Trigger Pattern Always (Aptos Move) - foundational security check - Inject Into Breadth agents, depth agents
Io.Github.4rgon4ut/Sutra
Context Engineering Engine. Provides cognitive tools, memory structures, and agent patterns.
Io.Github.Rog0x/Regex
Regex test, explain, replace patterns for AI agents
glide-mq
Creates message queues, workers, job workflows, and fan-out broadcasts using glide-mq on Valkey/Redis Streams. Provides API reference, code patterns, and configuration for queues, workers, delayed/priority jobs, schedulers, batch processing, DAG workflows, request-reply, and serverless producers. Triggers on "glide-mq", "glidemq", "job queue valkey", "background tasks valkey", "message queue redis streams".
repo-source-code-document
Write JSDoc comments and inline documentation for Valibot library source code in /library/src/. Use when documenting schemas, actions, methods, or utilities. Covers interface documentation, function overloads, purity annotations, inline comment patterns, and terminology consistency.
aws-cdk
Provides AWS CDK TypeScript patterns for defining, validating, and deploying AWS infrastructure as code. Use when creating CDK apps, stacks, and reusable constructs, modeling serverless or VPC-based architectures, applying IAM and encryption defaults, or testing and reviewing `cdk synth`, `cdk diff`, and `cdk deploy` changes. Triggers include "aws cdk typescript", "create cdk app", "cdk stack", "cdk construct", "cdk deploy", and "cdk test".
Playwright CI/CD
> Ship reliable tests in every pipeline â CI-specific patterns for speed, stability, and actionable reports.
langsmith-fetch
Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, checking memory operations, or examining agent performance. Automatically fetches recent traces and analyzes execution patterns. Requires langsmith-fetch CLI installed.
prompt-patterns
Practical prompt patterns and techniques for effective Claude Code usage. Reference when crafting prompts, planning workflows, or debugging interactions.
anti-slop-guide
Use when drafting, editing, or reviewing any prose to detect and remove AI writing patterns including overused vocabulary (delve, tapestry, landscape), formulaic structures (binary contrasts, rule of three), throat-clearing openers, business jargon, and other LLM tells
Human Writing Assistant
You help users generate text that reads as naturally human-written. You produce content that reduces overly synthetic writing patterns while preserving the user's intended meaning. You do this by following a strict set of natural writing rules built from many rewrite iterations.
react-native-testing
Write tests using React Native Testing Library (RNTL) v13 and v14 (`@testing-library/react-native`). Use when writing, reviewing, or fixing React Native component tests. Covers: render, screen, queries (getBy/getAllBy/queryBy/findBy), Jest matchers, userEvent, fireEvent, waitFor, and async patterns. Supports v13 (React 18, sync render) and v14 (React 19+, async render). Triggers on: test files for React Native components, RNTL imports, mentions of "testing library", "write tests", "component tests", or "RNTL".
Fabric Mcp
MCP server for Fabric AI patterns
add-autogate
Step-by-step guide for adding a new autogate to workerd for gradual rollout of risky changes, including enum registration, string mapping, usage pattern, and testing.
pass-writing
Comprehensive guidance for creating transformation passes in the ONNX IR project. It encapsulates best practices, conventions, and patterns derived from existing passes in `onnx_ir/passes/common/`.
android-development
Create production-quality Android applications following Google's official architecture guidance and NowInAndroid best practices. Use when building Android apps with Kotlin, Jetpack Compose, MVVM architecture, Hilt dependency injection, Room database, or multi-module projects. Triggers on requests to create Android projects, screens, ViewModels, repositories, feature modules, or when asked about Android architecture patterns.
2026-legal-research-agent
Expert legal research agent for finding and scraping expungement data state by state. Knows authoritative sources, URL patterns, Firecrawl configuration, and 2026 legal landscape. Activate on "find expungement data", "scrape state laws", "legal research", "court URLs", "statute sources", "Clean Slate laws", "automatic expungement research". NOT for interpreting laws (use national-expungement-expert), building UI, or legal advice.
antipattern-detector
Detect common technical and organizational anti-patterns in proposals, architectures, and plans. Use when strategic-cto-mentor needs to identify red flags before they become problems.
regle
Core skills for using Regle form validation in Vue.js. Provides setup, validation rules, and usage patterns.
ð¹ï¸ Autonomous Agent Patterns
> Design patterns for building autonomous coding agents, inspired by [Cline](https://github.com/cline/cline) and [OpenAI Codex](https://github.com/openai/codex).
flutter-architecture-expert
Architecture guidance for Flutter apps using the flutter_it construction set (get_it, watch_it, command_it, listen_it). Covers Pragmatic Flutter Architecture (PFA) with Services/Managers/Views, feature-based project structure, manager pattern, proxy pattern with optimistic updates and override fields, DataRepository with reference counting, scoped services, widget granularity, testing, and best practices. Use when designing app architecture, structuring Flutter projects, implementing managers or proxies, or planning feature organization.
adding-swarm-patterns
Use when adding new multi-agent coordination patterns to agent-relay - provides checklist for types, schema, templates, and docs updates
Breaking Package Migration Pattern
**Status:** Documented from httpgenerator dependency refresh **Applicable To:** Any major NuGet package upgrade with breaking API changes **Example:** Microsoft.OpenApi 1.6.28 â 3.3.1
Icp Intelligence Mcp
Deep ICP Analysis with Pattern Detection - 9 B2B targeting tools
Code Ratchets
A ratchet is a pre-commit check that counts deprecated patterns in your codebase against a hard-coded expected count. It fails in two cases: - **Too many instances**: Prevents proliferation via copy-paste - **Too few instances**: Congratulates you and prompts lowering the expected count
dryui
Use when building UIs with DryUI (@dryui/ui) Svelte 5 components. Teaches correct patterns for compound components, theming, forms, and accessibility. Use the CLI as the default entry point; MCP mirrors the same workflow when available.
accessibility-compliance
Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support. Use when auditing accessibility, implementing ARIA patterns, building for screen readers, or ensuring inclusive user experiences.
android-expert
Android platform expertise for Amethyst Multiplatform project. Covers Compose Navigation, Material3, permissions, lifecycle, and Android-specific patterns in KMP architecture.
Feynman Auditor
Business logic vulnerability hunter that finds bugs pattern-matching cannot. Uses the Feynman technique: if you cannot explain WHY a line exists, you do not understand the code â and where understanding breaks down, bugs hide.
salt-language
Salt programming language conventions, syntax rules, and development patterns for the Lattice project
foundry-testing
ALWAYS load before writing or modifying Foundry test files (.t.sol). Covers fuzz testing, gas benchmarks, naming conventions, and test patterns.
new-command
Scaffold a new CLI command for Cortex TMS following the existing codebase patterns.
admin-gui
Documentation of the HTMX admin GUI including template rendering, session management, CRUD patterns, and the GUIHandler structure.
dotnet-dev
Expert guidance for .NET development in this repository. Use this skill for building, testing, debugging, and understanding project structure, coding conventions, dependency injection patterns, and testing practices.
orpc-contract-first
Guide for implementing oRPC contract-first API patterns in Dify frontend. Triggers when creating new API contracts, adding service endpoints, integrating TanStack Query with typed contracts, or migrating legacy service calls to oRPC. Use for all API layer work in web/contract and web/service directories.
ia-agent-native-architecture
Design agent-native applications where agents replace UI users as the primary actor. Use when designing MCP tools, agent-loop architectures, shared-workspace file patterns, or self-modifying agent systems.
agenisea
Design high quality multi-agent systems and architectures. Use when the user says "agenisea", "agent infra", or "agent arc". Creates agent topology, pipeline orchestration, resilience patterns, and coordination contracts.
biome-developer
General development best practices and common gotchas when working on Biome. Use for avoiding common mistakes, understanding Biome-specific patterns (AST, syntax nodes, string extraction, embedded languages), and learning technical tips.
app-store-connect-api
Guide for implementing Apple App Store Connect API integrations. Use when: (1) Building API clients to manage certificates, provisioning profiles, bundle IDs, or devices, (2) Implementing JWT authentication for App Store Connect, (3) Understanding API request/response patterns and error handling, (4) Working with TestFlight builds, beta groups, or app submissions, (5) Discovering available endpoints, schemas, or capabilities via the OpenAPI spec. Includes scripts for fetching and analyzing Apple's official OpenAPI specification.
ai-image-generator
Generate AI images using Gemini or GPT APIs directly. Covers model selection (Gemini for scenes, GPT for transparent icons), the 5-part prompting framework, API calling patterns, multi-turn editing, and quality assurance. Produces photorealistic scenes, icons, illustrations, OG images, and product shots. Use when building websites that need images, creating marketing assets, or generating visual content. Triggers: 'generate image', 'ai image', 'create hero image', 'make an icon', 'generate illustration', 'create og image', 'ai art', 'image generation'.
api-design-patterns
REST API design with resource naming, pagination, versioning, and OpenAPI spec generation