Data & AI

Use when building, deploying, or setting up notebooks. Covers Makefile targets (make build, make data, make etl), GitHub Actions workflows, CI/CD, and creating new notebook repositories.

This skill should be used when the user asks about "ActiveRecord", "database queries", "query optimization", "N+1 queries", "eager loading", "associations", "migrations", "database indexes", "SQL performance", "ActiveRecord callbacks", "scopes", or needs guidance on efficient database access patterns in Rails 7+.

Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features

Use ONLY when user explicitly requests updating Node.js and pnpm versions - systematically updates package managers in all locations (frontend, backend, CI/CD) and verifies versions against official sources. Never use proactively.

19-agent team structure, decision trees for agent selection, Haiku vs Sonnet model selection, and agent collaboration principles. Use when deciding which sub-agent to invoke, understanding team responsibilities, or learning multi-agent orchestration.

Search and retrieve information from indexed PDF documentation including IC datasheets, FPGA manuals, and technical specifications. Use this when the user asks about hardware specifications, pin configurations, register details, timing diagrams, or any technical information that might be in datasheets or technical documentation.

Use an AI agent with full access to a certain external repository to research. Useful when writing code involving a library to get code examples and information. Use when the user suggests to research how to do something with a certain library.

Generate implementation plan with AI-powered task breakdown from goals.md. Use when you need to create a detailed plan.md for a LEAP feature.

Write self-documenting code with minimal, evergreen comments that explain why, not what. Use this skill when deciding whether to add comments or when reviewing existing comments. When writing docstrings, inline comments, or documentation blocks. When avoiding comments that describe recent changes, temporary fixes, or obvious code behavior.

Use when transforming presentations from basic to professional quality - employs parallel multi-agent execution, research-driven design, and McKinsey/BCG/Deloitte best practices to create executive-ready decks

Manage TASK_BOARD.md by reading project logs and synchronizing task status. Use when tasks are completed, when progress is made, or when needing to sync task tracking. Reads MIGRATION_LOG.md, DEBUG_LOG.md, GIT_LOG.md to assess actual progress and updates TASK_BOARD.md accordingly. Does NOT modify CLAUDE.md or MIGRATION_LOG.md.

Build intent routers for agent task distribution

Build and deploy this Next.js application with PostgreSQL database. Use when building, deploying, setting up database, or preparing the project for production.

Load when working on revenue tracking, financial forecasting, P&L statements,unit economics, or business financial planning. Contains frameworks andtemplates for creator business financial management.

Apply domain-driven design principles for business logic, entities, events and aggregate boundaries. Use when modeling domain concepts, implementing business rules, or defining clear separation between domain and infrastructure layers.

Automatically trigger review agents after task completion. Use when strategic-planner finishes planning tasks (calls plan-consultant) or when main agent completes coding tasks in /implement workflow (calls code-reviewer). Triggers on phrases like "plan complete", "implementation done", "coding finished", "ready for review".

Add tweets to the Second Brain. Use when the user provides a Twitter/X URL and pasted tweet content, asking to "add a tweet", "save this tweet", or "capture this tweet".

Perform comprehensive risk assessments on OSCAL systems including threat modeling, vulnerability analysis, risk scoring, and POA&M generation. Use this skill to evaluate security posture and prioritize remediation efforts.

QA Specialist Captain - Advanced testing, UAT coordination, and compliance validation

Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.