Data & AI
Machine Learning, Data Science, and AI development skills
22656 skills in this category
Subcategories
lead-hunter
THE MOST CRITICAL FEATURE FOR HODGES & FOOSHEE REALTY. Ultimate distressed property intelligence system tracking 22 distress signals across financial, life event, property, legal, and market categories. Self-improving AI that monitors performance, spawns specialized skills to fix bottlenecks, runs A/B tests, and continuously optimizes lead conversion. This is the game-changer that finds homeowners in crisis BEFORE anyone else does. Use for ALL lead generation tasks, pipeline optimization, multi-source data ingestion, and automated lead intelligence.
reflex-dev
Guide for building full-stack web applications using Reflex, a Python framework that compiles to React frontend and FastAPI backend. Use when creating, modifying, or debugging Reflex apps - covers state management, event handlers, components, routing, styling, and data integration patterns.
python-unit-testing
A skill for creating comprehensive Python unit tests using pytest. It provides guidance and templates for test structure, fixtures, mocking, parameterization, and coverage. Use this when you need to write unit tests for Python code, set up a testing environment with pytest, or apply testing best practices.
creating-custom-utilities
Create custom utilities with @utility directive supporting static utilities, functional utilities with values, theme-based utilities, and multi-value utilities. Use when extending Tailwind with custom CSS properties or patterns.
planning-phase
Take enriched user stories and create execution plan with waves for parallel execution. Groups stories by dependencies into execution waves, assigns domain agents, and produces Gantt-style task schedule. Use when planning implementation workflow after architecture annotations.
game-balance
Validate unit stats and combat values against GAME_REQUIREMENTS.md. Use when modifying unit properties, combat formulas, or terrain effects. Triggers on "balance", "stats", "unit values", "combat modifier".
create-plans
Create hierarchical project plans optimized for solo agentic development. Use when planning projects, phases, or tasks that Claude will execute. Produces Claude-executable plans with verification criteria, not enterprise documentation. Handles briefs, roadmaps, phase plans, and context handoffs.
sc-startup
Run repo startup: prompt load, checklist sync, optional PR triage, worktree hygiene, and CI pull. Best-effort with structured status.
oscal-ssp-validator
Validates OSCAL System Security Plan documents against NIST 800-18 Rev 1 requirements and FedRAMP baselines. Identifies missing elements, quality issues, and provides remediation guidance for achieving ATO compliance.
sql
SQL patterns for database querying and design
qa-testing-methodology
QA best practices and test design patterns. Use when designing test cases to ensure comprehensive coverage with equivalence partitioning, boundary analysis, and accessibility testing.
brutalist-academic-ui
Skriptoteket-specific brutalist/academic UI design. Use for Vue/Vite SPA and SSR templates when you want grid-based layouts, systematic typography, and high-contrast “academic” aesthetics, while staying compatible with Skriptoteket’s pure-CSS + HuleEdu token stack (no Tailwind).
moai-lang-go
Enterprise Go for systems and network programming Go 1.25.4, Fiber v3, gRPC, context patterns, goroutine orchestration, standard library mastery; activates for REST APIs, microservices, concurrent systems, backend infrastructure, and performance-critical code.
replit-to-production
Transform Replit prototypes into production-grade applications following DHEPdevelopment standards. Automates TypeScript migration, testing setup, CI/CDconfiguration, and GitHub publishing. Handles full-stack web apps and datascience projects.USE WHEN user says 'transform replit', 'productionize', 'convert to production','replit to production', 'make production-ready', 'prototype to production','*transform', or has a Replit prototype needing professional architecture.
reward-function-hold-bias
Fix HOLD bias in RL reward function. Trigger when: (1) model learns to always HOLD, (2) trade rate is too low (<10%), (3) slippage penalty exceeds typical price moves.
viem
Viem blockchain client patterns for Ethereum interactions, transactions, signing, encoding, and smart contract calls. Triggers on viem, publicClient, walletClient, chain, abi.
notebooklm
Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth. Drastically reduced hallucinations through document-only responses.
templ-templates
Edit and troubleshoot server-side HTML templates (.templ), including regeneration and handler wiring.
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.
go-microservices
Production-ready Go microservices patterns including Gin, Echo, gRPC, clean architecture, dependency injection, error handling, middleware, testing, Docker containerization, Kubernetes deployment, distributed tracing, observability with Prometheus, high-performance APIs, concurrent processing, database integration with GORM, Redis caching, message queues, and cloud-native best practices.