All Skills

Enforces an algorithm-first discipline: state Big-O, data structure, and algorithm family before writing loops, queries, or recursion to catch O(n²), N+1, and brute-force defaults.

Provides guidance and code for production AI workflows including RAG pipelines, vector databases, embedding indexing, prompt engineering, cost estimation, semantic caching, and quality evaluation.

Builds an interactive in-browser studio for tuning visual parameters (sliders, pickers, drag handles) or editing/annotating text and media, enabling real-time human-in-the-loop refinement instead of static comparisons or chat-based feedback.

Analyze AI disruption pressure across a business, map competitive exposure, and produce a 90-day defensive action plan.

Build cross-platform AI chat interfaces with Makepad using MolyKit, including async utilities, chat widgets, and OpenAI-compatible client integration.

Write idiomatic PHP code with generators, iterators, SPL data structures, and modern OOP features for high-performance applications.

Create publication-quality statistical graphics from tabular datasets with minimal code, supporting multivariate analysis, statistical estimation, and complex multi-panel figures.

Optimize content for AI Overviews, ChatGPT, Perplexity, and other AI search systems by improving GEO, AI citations, llms.txt readiness, crawler accessibility, and passage-level citability.

Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems.

Audits components and pages for WCAG 2.2 AA accessibility issues and applies practical fixes for touch targets, focus states, contrast, labels, and reduced motion.

Scaffold a new mobile-first page using StyleSeed Toss layout patterns, section rhythm, and existing shell components.

Generates concise product copy for buttons, empty states, errors, toasts, confirmations, and form guidance using a casual but polite tone.

Design user flows and screen structures using UX patterns like progressive disclosure, hub-and-spoke navigation, and information pyramids.

Ingest, index, search, and edit video and audio from files, URLs, live streams, or desktop sessions with timestamps, subtitles, overlays, and real-time alerts.

Answers questions about a codebase by searching and reading source files, providing answers with inline citations and structured responses.

Routes user requests to the most relevant skill or workflow in this repository, acting as a navigator over available skills.

Write defensive, production-grade Bash scripts with strict error handling, safe patterns, and comprehensive testing.

Guides database design, implementation, optimization, migrations, data pipelines, and operations for SQL, NoSQL, and modern data platforms.

Provides a structured debugging workflow for analyzing errors, test failures, and unexpected behavior, including root cause analysis and fix recommendations.

Extract clean markdown content from web pages using Defuddle CLI, removing clutter and navigation to save tokens.

Optimize lead capture, contact, demo request, application, survey, quote, and checkout forms to maximize completion rates while preserving data usefulness.

Build clean async pipelines with fp-ts TaskEither, replacing nested try/catch with composable error handling and real API examples.

Apply functional programming patterns with fp-ts in React, covering state management, form validation, and data fetching for React 18/19 and Next.js 14/15.

Stress-test a plan or design by interviewing the user relentlessly about every aspect until reaching a shared understanding.

Enforces a strict input boundary protocol (detect, classify, filter, verify) to ensure untrusted data never reaches business logic raw.

Provides expert guidance on modern Java 21+ development, including virtual threads, Spring Boot 3.x, GraalVM, and cloud-native patterns for building scalable enterprise applications.

Provides expertise in Langfuse for LLM observability, including tracing, prompt management, evaluation, and integration with LangChain, LlamaIndex, and OpenAI.

Designs, reviews, and scales backend systems with detailed blueprints, trade-off analysis, and technology recommendations.

Create, manipulate, and analyze complex networks and graphs using the NetworkX Python package.

Diagnose why a page is or is not converting and provide prioritized, evidence-based recommendations for improvement.

Create, optimize, and scale paid advertising campaigns across major platforms to drive efficient customer acquisition.

Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing frameworks.

Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming.

Analyze a single URL for on-page SEO, covering title tags, meta descriptions, content quality, schema markup, images, and technical elements.

Integrate with the Telegram Bot API to create bots, send messages, set up webhooks, and use inline keyboards. Includes boilerplate code for Node.js and Python.

Walks through a step-by-step wizard to configure brand colors, typography, and scaffold the first screen for a new app using the StyleSeed design system.