Handle failures and errors during workflow. Use when build breaks, tests fail unexpectedly, or agent gets stuck.
Automate Appointo tasks via Rube MCP (Composio). Always search tools first for current schemas.
Expert guidance for reviewing academic manuscripts submitted to journals, particularly in political science, economics, and quantitative social sciences.
Screen understanding with OCR and template matching for Android device automation
使用 A2UI v0.8（以 renderers/lit/src/0.8 与 specification/0.8 为准）生成服务端 JSONL UI 消息，并实现客户端事件与 A2A 扩展回传。适用于把用户需求转成 A2UI 组件树+数据模型+渲染序列，以及处理 action/userAction 与后端接口调用的场景。
Provides AI consultation workflows, prompt templates, and best practices for multi-model consultation.
Analyzes a job offer for fit with the Candidate's profile and recommends an application strategy. Use before considering a new job offer.
Evaluate a codebase for agent-friendliness based on autonomous agent best practices. Use when asked to "evaluate for agents", "check agent readiness", "audit for autonomous…
Capture loosely structured ideas, enrich with research, and create backlog issues. Use when user has a raw concept that needs fleshing out.
Generates LLM-optimized code context with function call graphs, side effect detection, and incremental updates.
Fix Swift 6 actor isolation errors in Leavn app - deinit accessing @MainActor properties, nonisolated contexts, concurrent access violations
Use when analyzing stakeholder psychology for negotiations, proposals, or persuasion. Creates research-backed personas revealing hidden motivations.
Analyzes algorithmic trading backtest results from Jupyter notebooks and generates summary reports. Use when the user wants to analyze or summarize backtest notebooks.
Comprehensive Astro development with React, Tailwind v4, and Cloudflare Workers deployment
Retain and recall work context across sessions. Use when user asks to remember something, recall previous work, or reference past discussions.
Execute tasks with velocity and quality. Use when ready to implement after clarity and prioritization are complete. This is the fourth system in the 5-system framework.
CLI for AI agents to lookup SpaceX launches and rockets for their humans. No auth required.
Addresses PR review comments by making code changes and posting replies. Takes a PR number or auto-detects from current branch.
Handles emergency hotfix process for critical bugs in ash_cookie_consent library including branch creation, minimal fixes, testing, and rapid release.
AshAi extension guidelines for integrating AI capabilities with Ash Framework. Use when implementing vectorization/embeddings, exposing Ash actions as LLM tools, creating…
ASMedia Technology MPN encoding patterns, series identification, and handler guidance. Use when working with USB/Storage controller ICs or ASMediaHandler.
Comprehensive frontend architecture analyzer that identifies technology stacks, build tools, and architectural patterns.
Query Pittsburgh's Western PA Regional Data Center (WPRDC) — 363+ datasets covering property assessments, air quality, 311 requests, jail census, overdose data, permits,…
Use when adding a new framework/stack to create-faster CLI tool - addresses copy-first mentality, incomplete implementations, and missing dependencies
Teya payment integration guide covering POSLink (cloud-based terminal integration), All-In-One (single-device Android), E-Commerce APIs (hosted checkout, payment links), and…
Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry.
Interactive element picker for web pages. Opens a browser with click-to-select UI overlay. Use when you need to let users visually select DOM elements, identify element selectors,…
Advanced GetX features including Workers, GetxService, SmartManagement, GetConnect, GetSocket, bindings composition, and testing patterns
CLI for AI agents to find breweries for their humans. Uses Open Brewery DB. No auth required.
Use when user wants to add a new sensor to the Enviro+ monitoring system, or asks to monitor a new data point.
Engineer SSR caching strategies that preserve correctness under concurrent updates and streaming.
Automate Appsflyer tasks via Rube MCP (Composio). Always search tools first for current schemas.
Send a push notification to Moshi app with custom title and message
Create new files in knowledge base with directory governance. Use when user wants to save, create, or add content.
Analyze context and decide on continuation via Stop hook. Use when determining if work should continue, analyzing completion status, making continuation decisions, or implementing…
Activates a newly deployed Lightning App Page so it appears in the App Launcher. Use when you've deployed a new flexipage and need to make it accessible to users.
Guide for implementing a new language parser in Codanna. Use when adding language support, implementing parsers, or extending language capabilities.
Generate TypeScript API client from Swagger/Go comments. Use when updating API endpoints, adding new routes, or regenerating the frontend API client after backend changes.
Mobile app development conventions for Adynato projects using React Native and Expo. Covers navigation patterns, native APIs, performance optimization, and platform-specific…
Test MCP servers for quality and reliability. Verify tool functionality, test error handling, generate tests, and assess response quality with no dependencies other than curl.
Apply Domain-Driven Design (DDD) architecture to backend projects. Use for tasks like defining bounded contexts, aggregates and invariants, entities/value objects, domain…
Automate Amara tasks via Rube MCP (Composio). Always search tools first for current schemas.
Добавляет медицинские записи в Notion. Используй когда пользователь просит добавить запись в карточку Богданы, Андрея или Вани по файлу анализов/обследований.
Track and report agent invocation metrics including usage counts, success/failure rates, and completion times.
AI assistant for creating clear, actionable task descriptions for GitHub Copilot agents
Activate when users need help setting up, configuring, or troubleshooting LimaCharlie adapters to ingest telemetry from cloud services, identity providers, log sources, or other…
The differential-region-analysis pipeline identifies genomic regions exhibiting significant differences in signal intensity between experimental conditions using a count-based…
Ask humans questions via native macOS dialogs and notifications. Use when you need clarification, confirmation, or direct input from the user through system-level dialogs rather…
Deep line-by-line analysis of a function or method. Explains what each line does, why it's written that way, performance implications, edge cases, and design patterns.
Automate Alttext AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
Scaffold complete feature with types, repository, API routes, components, store actions, and tests. Use when adding major new functionality like water tracking, sleep tracking,…
Manage article task queue - add, filter, update status, and track multi-language outputs
Master aesthetics - philosophy of beauty, art, and aesthetic experience. Use for: beauty, art theory, taste, sublime, creativity.
Create clean git branches from feature work, excluding agent-ops files. Use for PR preparation.
A skill for managing database migrations with Alembic. Use this for tasks involving Alembic initialization, configuration, creating new migration scripts (both autogenerated and…
Control and interact with Kitty terminal windows - list windows, read output, send commands, and launch new terminals
Systematic methodology for debugging pagination issues in API integrations, especially when switching between API versions or endpoints.
Automate Appdrag tasks via Rube MCP (Composio). Always search tools first for current schemas.
Protocolo de autodiagnostico contra os 5 problemas mais comuns da IA ao programar. Detecta overengineering, codigo duplicado, reinvencao da roda, falta de documentacao e arquivos…
System architecture patterns including monolith, microservices, event-driven, and serverless, with C4 modeling, scalability strategies, and technology selection criteria.