Agents
AI agents and automation
react-devtools
by piotrski
React DevTools CLI for AI agents. Use when the user asks you to debug a React or React Native app at runtime, inspect component props/state/hooks, diagnose render performance, profile re-renders, find slow components, or understand why something re-renders. Triggers include "why does this re-render", "inspect the component", "what props does X have", "profile the app", "find slow components", "debug the UI", "check component state", "the app feels slow", or any React runtime debugging task.
dotnet-testing
by kevintsengtw
.NET 測試基礎技能總覽與引導中心。當使用者詢問「如何寫 .NET 測試」、「.NET 測試入門」、「需要哪些測試工具」、「測試最佳實踐」、「從零開始學測試」等一般性測試需求時觸發。會根據具體需求推薦適合的子技能組合，涵蓋測試基礎、測試資料、斷言、模擬、特殊場景等 19 個基礎技能。 Keywords: dotnet testing, .NET 測試, 測試入門, 如何寫測試, 測試最佳實踐, unit test, 單元測試, xunit, 3A pattern, FIRST 原則, assertion, 斷言, mock, stub, NSubstitute, test data, AutoFixture, Bogus, validator, FluentValidation, TimeProvider, IFileSystem, code coverage, ITestOutputHelper, test naming
appfactory-builder
by NeverSight
Build and deploy production apps using AppFactory's 7 pipelines (websites, mobile, dApps, AI agents, plugins, mini apps, bots). One prompt → live URL.
ring:dev-cycle-frontend
by LerianStudio
Frontend development cycle orchestrator with 9 gates. Loads tasks from PM team output or backend handoff and executes through implementation → devops → accessibility → unit testing → visual testing → E2E testing → performance testing → review → validation.
orchestrator
by p-wegner
Delegating orchestrator — breaks work into sub-tasks and delegates to subagents or board tickets instead of doing everything itself
board-navigator
by p-wegner
Comprehensive guide for agents to interact with the kanban board using MCP tools
agent-implementer
by frankxai
Implementation guidance for creating individual agents in the Arcanea system with proper structure, capabilities, and integration.
xiaohongshu-publisher
by iamzifei
Publish images to Xiaohongshu (小红书) via CDP browser. Always saves as draft.
architecture-improvement
by p-wegner
Analyzes the codebase using parallel subagents to identify high-value architecture improvement opportunities and produce a prioritized action plan.
context-management
by 89jobrien
Context management specialist for multi-agent workflows and long-running
build-product-integrations
by membranehq
Add integrations to your product — let users connect to Slack, HubSpot, Salesforce, GitHub, Jira, and 100,000+ APIs. Connection UI, OAuth, actions, data sync, webhooks, and AI agent tools via Membrane.
platxa-skill-generator
by platxa
Autonomous skill creator for Claude Code CLI. Uses multi-phase orchestrated workflow with Task tool subagents to research domains, design architecture, generate content, and validate quality. Creates production-ready skills following Anthropic's Agent Skills specification.
ATLAST ECP — Agent Skill
by willau95
MIT License — https://github.com/willau95/atlast-ecp
polish
by griffinwork40
"Iteratively refines any artifact (prose, spec, prompt, API design, SKILL.md, code snippet) by running a decoupled evaluator → generator loop until explicit criteria are met or an iteration cap is reached. Locks criteria in Wave 1, isolates the evaluator from generation history to prevent sycophancy, and emits the best version with any remaining gaps flagged at cap."
ai-product-strategy
by oldwinter
"Create an AI Product Strategy Pack (thesis, prioritized use cases, system plan, eval + learning plan, agentic safety plan, roadmap). Use for AI product strategy, LLM/agent strategy, AI roadmap, AI-first product direction."
finding-mentors-sponsors
by oldwinter
"Build a Mentor & Sponsor Plan Pack (mentor portfolio, sponsor strategy, target list, outreach scripts, meeting agenda, tracking + cadence). Use for finding a mentor, finding a sponsor, mentorship, sponsorship, career advisor, career coaching, networking outreach. Category: Career."
building-with-llms
by oldwinter
"Produce an LLM Build Pack (prompt+tool contract, data/eval plan, architecture+safety, launch checklist). Use for building with LLMs, GPT/Claude apps, prompt engineering, RAG, and tool-using agents."
lazy-agent-loader
by nguyenthienthanh
"Load agent definitions on-demand to reduce context usage. Only loads full agent when needed."
clone-research
by wcygan
Comprehensive product research for building an MVP clone. Spawns 4 parallel research agents to produce 9 standardized documents: Product Thesis, Feature Priority Matrix, MVP Scope Contract, Core User Journeys, Domain Model, System Architecture, Revenue & Pricing Model, API Surface Spec, and Design System Brief. Use when planning a clone, building a competitor alternative, scoping an MVP, or analyzing a product to replicate. Keywords: clone, MVP, product research, teardown, feature matrix, domain model, reverse engineer, competitor clone
Product Discovery
by wcygan
Example queries and expected outputs
deep-dive
by wcygan
Deep dive into a codebase to understand specific topics, patterns, or implementations. Spawns parallel agents with distinct investigation strategies (breadth-first mapping, depth-first tracing, optional history/boundary analysis) then synthesizes findings into a layered summary. Use for understanding how something works, exploring unfamiliar code, or building a mental model of a large system. Keywords: deep dive, explore, understand, how does, architecture, codebase exploration, trace, investigate, mental model
business-review
by wcygan
Launch a multi-function business review team to evaluate product ideas, features, or applications from stakeholder perspectives. Agents represent product management, marketing, engineering, finance, data science, data engineering, sales, and synthesis roles. Use when evaluating a new feature, assessing product viability, planning launches, or need cross-functional input on business decisions. Keywords: business review, product evaluation, feature assessment, stakeholder analysis, cross-functional review, product viability, go-to-market, unit economics, technical feasibility
plan-mode
by wcygan
Research, analyze, and create a detailed implementation plan without making any code changes. Read-only planning mode with sub-agent exploration. Use when planning implementation, designing approach, creating technical plans, or analyzing before building. Keywords: plan, design, approach, implementation plan, analyze, research, strategy, read-only planning
session-continuation
by nguyenthienthanh
"Manage workflow state across sessions with handoff and resume. TOON-based state persistence."