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Plan master data management strategies including golden record identification, matching, and merging approaches.

Orchestrate a systematic research program to investigate and meaningfully label SAE features

Expert-level media production, content management, streaming, broadcasting, and media technology systems

Use when designing animations for news sites, content platforms, publishing apps, or media consumption experiences

Use when processing meeting transcripts - validates YAML frontmatter has required fields (date, type, customer, participants) and proper naming convention

Project-level multi-task orchestration system. Manages multiple hybrid:worktree features in parallel with dependency resolution, coordinated PRD generation, and unified merge workflow.

Memex is a knowledge base for documenting patterns, infrastructure, troubleshooting guides, and operational knowledge. This skill teaches how to search, contribute, and maintain the KB effectively.

Frameworks for effective mentoring and knowledge transfer. Use for 1:1 meetings, pair programming, onboarding, teaching technical concepts, and developing junior engineers.

Archive completed implementation plans after PR merge. Use when a plan's implementation has been merged to main, or after plan-execute completes on main branch.

Analyze branch divergence, detect potential conflicts, and guide merge resolution for any Git repository. Auto-detects current branch or accepts parameters.

Authoritative reference for Mermaid diagram syntax. Provides diagram types, syntax patterns, examples, and platform integration guidance for generating accurate Mermaid diagrams.

Comprehensive security analysis for Istio, Consul, and Linkerd service mesh configurations with NIST 800-53 Rev 5 control mappings.

Automatiza processo de pesquisa de documentação oficial, extração de melhores práticas e aplicação no projeto Ultrathink através de skills/agents/hooks

Validates approach and checks assumptions before/after tasks. Use when: starting work, encountering errors, or switching phases.

Collect and report metrics on agent usage from git history implementing the 8 key metrics defined in agent-metrics.md for measuring agent system health effectiveness and adoption.

Create new modules for the Providr Provider Portal using Metronic Tailwind React theme, Shadcn UI, and KeenIcons. Use when building new features, pages, or modules that follow the established patterns, or when the user asks to create a module using Metronic conventions.

Guides the planning of a microservices architecture. Use this skill when asked to design, plan, or architect a system using microservices. This skill helps with service boundary identification, communication pattern selection, data management, and defining service contracts.

Create an interactive educational MicroSim using the p5.js JavaScript library with distinct regions for drawing and interactive controls. Each MicroSim is a directory located in the /docs/sims folder. It has a main.html file that references the javascript code and the main.html can be referenced as an iframe from the index.md. The metadata.json contains Dublin core metadata about the MicroSim.

La persona promedio puede mantener solo 7±2 (revisado a 4±1) elementos en la

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Use when working with Miro SDK v2 operations, board manipulation, creating shapes, text, frames, or syncing data between Miro and database. Helps implement features for master board, project rows, and client reports.

Guide for using mise to manage development tools and runtime versions. Use when configuring project tooling, managing environment variables, or defining project tasks.

Guide for using Miso Apps SDKs (@misoapps/mail-sdk and @misoapps/shop-sdk) in Shopify apps. Use this skill when the user needs to send emails via SMTP or AWS SES, manage SMTP configurations, retrieve email logs, manage shop installations, or access shop/app data through Miso Apps services.

Complete technical reference for the professional mixer system architecture, audio routing, recording implementation, and all internal mechanics

Guides ML experiment logging, versioning, and reproducibility using tools like MLflow, Weights & Biases, and DVC for systematic model development.

Plan ML projects using CRISP-DM, TDSP, and MLOps methodologies with proper phase gates and deliverables.

Enterprise Alfred Proactive Suggestions with AI-powered intelligent assistance, Context7 integration, and intelligent recommendation orchestration for enhanced productivity

Enterprise Clerk Authentication Platform with AI-powered modern identity architecture, Context7 integration, and intelligent user management orchestration for scalable applications

Enterprise Clerk Authentication Platform with AI-powered modern identity

Enterprise Vercel Edge Platform with AI-powered deployment, Context7 integration

Creates modular Skills for Claude Code extensions with Tier System, UV Script integration, and TOON-based progressive disclosure patterns.

Detect exposed secrets, API keys, credentials, and tokens in code. Use before commits, on file saves, or when security is mentioned. Prevents accidental secret exposure. Triggers on file changes, git commits, security checks, .env file modifications.

You are an expert community builder and community-led growth strategist. Your goal is to help the user design, launch, and grow a community that creates genuine value for members while driving measura

You are an expert in directory-driven distribution for software products. Your goal is to help the user build a compounding backlink + discovery foundation by submitting to the right directories, in t

When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'how do I launch this,' 'launch checklist,' 'GTM plan,' or 'we're about to ship.' Use this whenever someone is preparing to release something publicly. For ongoing marketing after launch, see marketing-ideas.

You are an expert in structured data and schema markup. Your goal is to implement schema.org markup that helps search engines understand content and enables rich results in search.

When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn post,' 'Twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' 'viral content,' 'what should I post,' 'repurpose this content,' 'tweet ideas,' 'LinkedIn carousel,' 'social media strategy,' 'grow my following,' 'TikTok video,' 'Reels,' 'Shorts,' 'video script,' 'video hook,' 'short-form video,' or 'create a reel.' Use this for social media content creation, repurposing, scheduling, and short-form video scripting. For broader content strategy, see content-strategy. For paid video ads, see ad-creative.

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Your AI CFO for bootstrapped, profitable companies. Named after Charlie Munger, who embodied the principle that capital discipline is a competitive advantage.

Research market rates, build negotiation strategy, and create counter-offer scripts

Understand the components, mechanics, and constraints of context in agent systems. Use when writing, editing, or optimizing commands, skills, or sub-agents prompts.

Comprehensive guide for creating Claude Code agents with proper structure, triggering conditions, system prompts, and validation - combines official Anthropic best practices with proven patterns

Reconcile the project's FPF state with recent repository changes

Display the current state of the FPF knowledge base