Discover Tools skills, compare source repositories and read the instructions for each workflow.
Advanced patterns for Next.js 16 including cache components, server components, and error handling. Use when building pages, implementing data fetching, setting up caching strategies, or handling errors in Next...
A comprehensive guide to Next.js performance patterns, combining Data Fetching Colocation, the Donut Pattern, and the 'use cache' directive for optimal application architecture.
Implementation orchestration skill for executing code changes. Use when user has a plan and wants to implement features, bug fixes, or code changes. Requires plan/context from user. Handles VCS, TDD with Aegis...
This skill should be used when the user asks to "add resiliency to a skill", "make this skill more robust", "improve error handling", "add validation mechanisms", "create self-correcting behavior", or discusses...
Transform raw, unorganized information into actionable knowledge through systematic validation. Use when users want to synthesize information from multiple sources (documents, URLs, transcripts, notes) into str...
Analyze a codebase and generate comprehensive documentation including architecture, components, interfaces, workflows, and dependencies. Creates an AI-optimized knowledge base (index.md) and can consolidate int...
Quantitative framework for detecting AI-generated "slop" in prose through systematic analysis of structural, lexical, rhetorical, and logical patterns. Use when analyzing text authenticity, evaluating writing q...
Guide for creating reliable AI workflows and SOPs. Use when: (1) User wants to create a structured workflow for AI tasks, (2) User needs to build an SOP for complex processes, (3) User wants to ensure their wor...
Analyze whether your response addresses the actual question asked before posting. Use when: (1) About to post response to forum/Slack question, (2) Want to validate response coverage, (3) Need to ensure solving...
Universal pattern for structured LLM interaction managing finite context windows through phased progression (Observe-Orient-Decide-Act). Use when the user has a complex problem, wants to design/build/create som...
Transform rough ideas into detailed design documents with implementation plans. Use when a user wants to develop an idea into a complete specification, create a design document from a concept, plan a feature im...
Project Manager role: Project Management Framework 7/8 (8 Performance Domains, 12 Principles), PM tools (Jira, ClickUp, Linear, GitHub Projects, Azure DevOps), risk/schedule/cost management, EVM, agile ceremoni...
Universal orchestrator for software projects: SDD workflow, research, product planning, development, marketing, project/business analysis, UX, HR/recruiting. 60+ agents, 18 skills, 605 methodologies.
Developer role: Python, JavaScript/TypeScript, backend, APIs, testing, automation, UI design. Full-stack development with 111 methodologies.
Marketing Manager role: GTM strategy, landing pages, copywriting, SEO/SEM, GEO/AEO, content marketing, social media, email campaigns, ads (Google, Meta), analytics, A/B testing, conversion optimization. 86 meth...
Researcher role: idea generation (SCAMPER, mind maps), market research, competitor analysis, persona building, pricing research, problem validation, niche evaluation, project naming, trend analysis. AI-powered...
Product Manager role: MVP/MLP planning, feature prioritization (RICE, MoSCoW), roadmaps, backlog management, user story mapping, OKRs, lean canvas, jobs-to-be-done, value proposition, 9 product frameworks (MVP/...
Claude Code configuration: skills, agents, hooks, commands creation. MCP servers setup, IDE integrations (VS Code, JetBrains, Vim). Settings, permissions, memory. Naming conventions, directory structure, best p...
BA Domain Skill: Business Analysis Framework orchestrator. 6 Knowledge Areas (Planning, Elicitation, Analysis, Traceability, Evaluation, Management), requirements engineering, stakeholder analysis, process mode...
ML Engineer role: LLM APIs (OpenAI, Claude, Gemini), embeddings, RAG pipelines, fine-tuning, LangChain, LlamaIndex, vector databases (Pinecone, Chroma, Weaviate), prompt engineering, model evaluation, cost opti...
Communication skill: stakeholder dialogue, Mom Test, conflict resolution, feedback, selling ideas, storytelling, negotiation, difficult conversations, brainstorming. 10 methodologies.
UX/UI Designer role: 10 Usability Heuristics, UX research methods, usability testing, persona development, journey mapping, wireframing, prototyping, design systems, accessibility, WCAG 2.2, EAA compliance. 75...
SDD feature executor: sequential task execution with quality gates, test validation.
SDD orchestrator: Specification-Driven Development workflow. Specifications, design docs, implementation plans, constitutions, task lifecycle (backlog->done), quality gates, reflexion learning, pattern/mistake...
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