Knowledge Updater
Automated skill for keeping AI knowledge bases current with latest model versions, framework updates, and best practices
Kubernetes AI Expert
Deploy and operate AI workloads on Kubernetes with GPU scheduling, model serving, and MLOps patterns
LangGraph Patterns Expert
Build production-grade agentic workflows with LangGraph using graph-based orchestration, state machines, human-in-the-loop, and advanced control flow
mcp-2025-patterns
Current best practices for Model Context Protocol server design, implementation, and integration. Updated patterns for 2026 MCP ecosystem including multi-server orchestration, security, and performance.
MCP Architecture Expert
Design and implement Model Context Protocol servers for standardized AI-to-data integration with resources, tools, prompts, and security best practices
Multi-Cloud AI Architect
Design and deploy AI workloads across AWS, Azure, GCP, and OCI with intelligent routing, cost optimization, and cross-cloud patterns
nvidia-nim
NVIDIA NIM inference microservices for deploying AI models with OpenAI-compatible APIs, self-hosted or cloud
OCI Services Expert
Expert guidance on Oracle Cloud Infrastructure services, cloud architecture patterns, cost optimization, deployment strategies, and OCI best practices for enterprise solutions
OpenAI AgentKit Expert
Build production-ready multi-agent systems using OpenAI AgentKit and Agents SDK with best practices for agent orchestration, handoffs, and routines
Oracle ADK Expert
Build production agentic applications on OCI using Oracle Agent Development Kit with multi-agent orchestration, function tools, and enterprise patterns
Oracle Agent Spec Expert
Design framework-agnostic AI agents using Oracle's Open Agent Specification for portable, interoperable agentic systems with JSON/YAML definitions
RAG Expert
Expert in Retrieval-Augmented Generation systems - knowledge bases, chunking strategies, embedding optimization, and production RAG architectures
Terraform IaC Expert
Infrastructure as Code for AI workloads using Terraform across AWS, Azure, GCP, and OCI
generating-morning-notes
Generates daily crypto morning note from both analysis scripts. Use when user asks for "morning notes", "morning note", or "daily report".
generating-handoff-context
Generates comprehensive context summaries for async team handoffs. Use when user says "create handoff", "handoff summary", "I'm leaving for the day", or needs to pass work to another team member.
Database Migration
Executes database migrations using the postgres MCP server. Use when applying schema changes, running migrations, or updating databese structure.
Start/Stop App
Start or stop the user-management FastAPI app. Use when you need to tun or kill the dev server.
Reflect
Learn from session corrections and update AI configuration files. USE WHEN user says 'reflect', 'learn from this', 'remember this', 'teach you', 'update skills', OR user wants to persist corrections, prevent repeated mistakes, OR mentions reflection or session learnings.
discovery-pack
Complete project discovery workflow using Jobs-to-be-Done, Amazon PR/FAQ, ADR, and Lean Startup validation. Transforms ambiguous ideas into structured specifications ready for implementation. Activate when user mentions "discovery", "requirements discovery", "project framing", "validate assumptions", "JTBD analysis", or before starting implementation of unclear ideas.
writing-tickets
Use when you have a spec or requirements for a multi-step task, before touching code
writing-clearly-and-concisely
Apply Strunk's timeless writing rules to ANY prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Makes your writing clearer, stronger, and more professional.
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
dispatching-parallel-agents
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
executing-tickets
Use to implement tickets created by writing-tickets skill
test-driven-development
Use when implementing any feature or bugfix, before writing implementation code
ideate
Explore problem spaces, generate options, and challenge assumptions. Use when the user is uncertain what to build, exploring possibilities, needs help prioritizing roadmap items, or says things like "I'm not sure", "what if", "should we", or "help me think through".
review-architecture
Architecture-focused code review. Checks for pattern consistency, separation of concerns, and dependency direction.
review-readability
Readability-focused code review. Checks for clarity, naming, documentation, and maintainability.
review-security
Security-focused code review. Checks for vulnerabilities, injection attacks, auth issues, and data exposure.
review-simplicity
Simplicity-focused code review. Checks for over-engineering, unnecessary abstraction, and premature optimization.
ip_research
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CitedResearch
Research output with proper source citations. USE WHEN conducting research, creating sector analyses, or generating investment notes that need verifiable sources.
rc-submarine-controller
Development skill for building a Raspberry Pi Pico-based RC submarine controller with ballast control, depth hold, pitch stabilization, and failsafe protection. Use when working on embedded C firmware for RP2040, implementing PID controllers, writing sensor drivers (pressure, IMU), PWM capture/output, dual-core safety-critical systems, or any task related to the RC submarine project. Also triggers for Power of 10 coding standards, Pico SDK usage, and underwater vehicle control systems.
brand-voice
Define or extract a consistent brand voice that other skills can use. Two modes - Extract (analyze existing content you're proud of) or Build (strategically construct a voice from scratch). Use when starting a project, when copy sounds generic, or when output needs to sound like a specific person/brand. Triggers on: what's my voice, analyze my brand, help me define my voice, make this sound like me, voice guide, brand personality. Outputs a voice profile that can be fed into direct-response-copy and other content skills.
content-atomizer
Transform one piece of content into platform-optimized assets across LinkedIn, Twitter/X, Instagram, TikTok, and YouTube. Use when someone has existing content (blog post, newsletter, podcast, video) and wants to maximize distribution. Covers format specs, hook formulas, algorithm signals, and creator-tested patterns for each platform. Triggers on: repurpose this, turn this into social posts, atomize this content, create social content from, LinkedIn post from this, thread from this. Outputs platform-specific content ready to publish.
direct-response-copy
Write copy that converts. Use when writing landing pages, emails, sales copy, headlines, CTAs, social posts, or any persuasive content. Triggers on: make this convert, write copy for X, help me sell X, punch this up, write a landing page, write sales copy. Produces internet-native copy that sounds like a smart friend explaining something while quietly deploying every persuasion principle in the book. Includes complete reference material from Schwartz, Hopkins, Ogilvy, Halbert, Caples, Sugarman, and Collier.
email-sequences
Build email sequences that convert subscribers into customers. Use when you have a lead magnet and need a welcome sequence, nurture sequence, or sales sequence. Covers welcome, nurture, conversion, launch, and re-engagement sequences. Triggers on: write welcome emails, email sequence for, nurture sequence, convert my list, onboarding emails, launch sequence, drip campaign, email funnel. Outputs complete email sequences with subject lines, timing, and full copy.
keyword-research
Strategic keyword research without expensive tools. Use when someone needs content strategy, topic ideas, SEO planning, or asks what should I write about. Uses the 6 Circles Method to expand from seed keywords, clusters into content pillars, and maps to a prioritized content plan. Triggers on: keyword research for X, content strategy for X, what topics should I cover, SEO strategy, content calendar, topic clusters. Outputs prioritized keyword clusters with content recommendations.
lead-magnet
Generate compelling lead magnet concepts that build lists and convert to paid offers. Use when someone needs top-of-funnel ideas, wants to grow their email list, or asks what should I give away for free. Triggers on: lead magnet ideas for X, how do I build my list, what freebie should I create, top of funnel for X, opt-in ideas, grow my email list. Outputs 3-5 lead magnet concepts with hooks, formats, and clear bridges to the paid offer.
newsletter
Create best-in-class newsletters that people actually want to read. Use when someone needs to write a newsletter edition, develop a newsletter format, or improve their newsletter game. Covers multiple formats - roundup, deep-dive, personal essay, curated links, news briefing. References patterns from Lenny Rachitsky, Morning Brew, Greg Isenberg, Sahil Bloom, The Hustle, and top AI newsletters. Triggers on: write newsletter, newsletter format, help with my newsletter, newsletter edition about X, weekly roundup. Outputs publication-ready newsletter content or format templates.
orchestrator
The marketing strategist that routes you to the right skill(s). Use this when someone doesn't know where to start, has a vague marketing request, or needs a multi-step workflow. Asks qualifying questions, diagnoses the situation, and recommends a skill sequence. Triggers on: help me with marketing, where do I start, I need to, what should I do first, vague marketing requests. Outputs a recommended skill sequence with context for each step.
positioning-angles
Find the angle that makes something sell. Use when launching a product, creating a lead magnet, writing a landing page, crafting an offer, or when marketing isn't converting. Triggers on: find angles for X, how should I position X, what's the hook, why isn't this selling, make this stand out, differentiate this, or when copy/landing page work needs a strong angle first. Outputs 3-5 distinct positioning options with headline directions for each.
seo-content
Create high-quality, SEO-optimized content that ranks AND reads like a human wrote it. Use when turning keyword research into actual content pieces. Takes a target keyword/cluster and produces a complete article optimized for search while avoiding AI-sounding output. Triggers on: write SEO content for X, create article for keyword, write blog post about X, SEO article, content for keyword cluster. Outputs publication-ready content with proper structure, optimization, and human voice.
api-client-template
Template for creating API integration skills. Copy and customize for your specific API.
prep-meetings
Prepare for customer meetings by aggregating context from multiple data sources. Invoked with /prep-meetings.
slack-writer
Draft Slack messages with appropriate tone. Use when writing messages to teammates or customers over Slack.
godot
Godot Engine game development. Use for Godot projects, GDScript/C#, scenes (.tscn), Resources, signals, UI, rendering, and macOS/iOS export.
backlog-champion
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backlog-critic
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backlog-moderator
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