kylesnowschwartz
@kylesnowschwartz
Public Skills
external-agents
by kylesnowschwartz
Invoke external AI CLIs (Codex, Gemini) for second opinions, code reviews, or alternative analysis. This skill SHOULD be used when the user asks for a "second opinion", "outside review", says "ask codex", "ask gemini", "run codex", "run gemini", "get another AI's take", or needs verification from a different model.
nelson
by kylesnowschwartz
This skill SHOULD be used when work requires multi-agent coordination, parallel execution, or structured team workflows. Commands a Royal Navy agent squadron from sailing orders through execution and stand-down with risk-tiered quality gates and a captain's log.
sc-think-functional
by kylesnowschwartz
Reframe code design through functional programming principles for agent-assisted development. This skill SHOULD be used when the user says "think functional", "think FP", "make this pure", "separate effects", "where should this side effect go", "this function does too much", "how should I structure this for agents", "make this easier to review", "reduce context needed", or when planning module structure, store design, or code that agents will write and humans will review. Applies FP discipline within any language to maximize agent effectiveness and human reviewability.
sc-refactor-review
by kylesnowschwartz
This skill SHOULD be used when the user asks to "review code", "find dead code", "check for duplication", "simplify the codebase", "find refactoring opportunities", "do code cleanup", "check naming consistency", "analyze test organization", "run codebase health check", "review my PR", "refactor this code", "extract method", "rename variable", "consolidate duplicates", "adversarial review", "red team review", "find ways to break this", "multi-model review", or "get multiple AI opinions on this code". Routes to specialized analysis agents, refactoring workflow, or multi-model adversarial review based on the type of request.
hud-first
by kylesnowschwartz
This skill SHOULD be used when the user asks to "build an AI assistant", "create a chatbot", "make an agent that does X for me", "design a copilot feature", "automate this workflow with AI", or requests delegation-style AI features. Offers a reframe from copilot patterns (conversation, delegation) to HUD patterns (ambient awareness, perception augmentation).
sc-gemini-imagegen
by kylesnowschwartz
Generate and edit images using the Gemini API (Nano Banana Pro). This skill SHOULD be used when creating images from text prompts, editing existing images, applying style transfers, generating logos with text, creating stickers, product mockups, or any image generation/manipulation task. Supports text-to-image, image editing, multi-turn refinement, and composition from multiple reference images.
jq
by kylesnowschwartz
This skill SHOULD be used when the user asks to "get the version from package.json", "what dependencies are in this project", "extract field from JSON", "check tsconfig settings", "parse API response", "get scripts from package.json", or when needing specific fields from JSON files without loading the entire file.
mq
by kylesnowschwartz
This skill SHOULD be used when the user asks to "get code blocks from README", "extract links from markdown", "find all headers in this doc", "pull the table from documentation", "what code examples are in this file", or when needing specific elements (code, links, headers, tables) from large Markdown files without loading the entire file.
sc-think
by kylesnowschwartz
Socratic thinking partner for decisions, debugging mental models, and working through uncertainty. This skill SHOULD be used when the user says "I'm stuck", "should I", "can't decide", "not sure if", "is this the right approach", "what do you think about", "help me think through", "review my plan", "am I missing something", "what am I assuming", "let me think", "brainstorm", "help me figure out", "sanity check", "does this make sense", or expresses uncertainty about a decision, design, or direction. Activates dialectical reasoning to surface assumptions, challenge positions, and find the right question to ask.
rg
by kylesnowschwartz
This skill SHOULD be used when the user asks to "search for pattern in codebase", "find all uses of function", "grep for string across files", "find TODO comments", "search in specific file types", "count occurrences", or when needing efficient text search with context, line numbers, or special flags.
effective-go
by kylesnowschwartz
"Apply Go best practices, idioms, and conventions from golang.org/doc/effective_go. This skill SHOULD be used when writing, reviewing, or refactoring Go code to ensure idiomatic, clean, and efficient implementations."
sc-claude-md-improver
by kylesnowschwartz
Audit and improve CLAUDE.md files in repositories. This skill SHOULD be used when the user asks to check, audit, update, improve, or fix CLAUDE.md files. Scans for all CLAUDE.md files, evaluates quality against templates, outputs quality report, then makes targeted updates. This skill SHOULD also be used when the user mentions "CLAUDE.md maintenance" or "project memory optimization".
effective-neovim
by kylesnowschwartz
"This skill SHOULD be used when writing, reviewing, or refactoring Neovim plugins in Lua. Apply Neovim community best practices, plugin architecture patterns, and idiomatic Lua style to ensure clean, maintainable plugins."
yq
by kylesnowschwartz
This skill SHOULD be used when the user asks to "get a field from docker-compose", "extract value from yaml", "what services are in this compose file", "get the image from kubernetes manifest", "pull workflow triggers from github actions", "check the version in pubspec.yaml", or when needing specific fields from YAML/JSON config files without loading the entire file.
sc-frontend-design
by kylesnowschwartz
Create distinctive, production-grade frontend interfaces with high design quality. This skill SHOULD be used when the user asks to build web components, pages, artifacts, posters, or applications (examples: websites, landing pages, dashboards, React components, Astro components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.