deploy-agentcore
Deploy Python agents to AWS Bedrock AgentCore. Use when deploying agents to AWS, setting up serverless agent hosting, configuring AgentCore components (Runtime, Gateway, Memory, Identity, Policy), or troubleshooting deployment errors.
optimize-prompt-gepa
Optimizes prompts using full GEPA methodology (Genetic-Pareto Evolution). Use when user wants to improve a prompt's accuracy on test cases, mentions "optimize prompt", "improve prompt", or has examples of desired input/output pairs. Implements Pareto frontier selection, trace-based reflection, and crossover mutations.
skill-tutor
Personal tutor that teaches any topic. Use when user says "teach me", "learn about", "quiz me", "/skill-tutor", or wants to understand a new concept deeply. Creates personalized tutorials using user's actual projects, tracks learning progress, uses spaced repetition.
Getting Started with Research Superpowers
Introduction to literature search & review skills - systematic paper finding, screening, extraction, and citation traversal
design-concepts
Creates conceptual designs that illustrate design strategy and approach. Use when user says "mockup", "wireframe", "concept", "mood board", "visual direction", "design options", "explore designs", "UI design", "prototype", "design this", "show me designs", "create a design", "look and feel", or "design variations". Leverages research insights and design briefs to develop UI concepts, mood boards, and interactive prototypes. Do NOT use when user needs to understand users first (use design-research), is reviewing an implemented product (use design-qa), or is writing code.
design-research
Conducts user experience research and analysis to inform design decisions. Use when user says "user research", "persona", "personas", "who are our users", "target audience", "customer segments", "design principles", "user needs", "pain points", "jobs to be done", "JTBD", "user interviews", "discussion guide", "research plan", "competitive analysis", "understand the users", "user data", or "analytics review". Reviews first-party and third-party user data, analyzes industry trends from UX and visual design perspectives, and plans user research studies. Creates personas, customer segments, design principles, design roadmaps, and research discussion guides. Do NOT use when already have approved personas, in implementation/coding phase, need visual mockups (use design-concepts), or reviewing built product (use design-qa).
design-qa
Reviews finished and in-progress digital products to assess adherence to design specifications and discover potential issues. Use when user says "design review", "design QA", "QA review", "check implementation", "visual bugs", "compare to design", "match the specs", "review the build", "before launch", "pre-launch review", "implementation review", "verify design", "design validation", "spacing issues", "visual discrepancies", "accessibility review", "WCAG compliance", or "responsive testing". Validates implementation against design intent, identifies visual and interaction discrepancies, and provides actionable feedback. Do NOT use when still designing concepts (use design-concepts), need to understand users (use design-research), or nothing has been built yet.
design-production
Creates production-ready design files, prototypes, and specifications for development teams. Translates validated concepts into detailed, implementable designs with comprehensive specs for developers. Produces Figma files (via API), high-fidelity prototypes, design specifications, and animation files.
memory-user-edits
Expert guidance for Claude's memory_user_edits tool. Helps users understand how to effectively use memory edits for persistent facts across conversations. Key insight - memory edits work for FACTS, not BEHAVIORS. Triggers on memory-related questions, "remember", "forget", or memory_user_edits tool usage.
maps
Use when building interactive map tools - Explains MapLibre setup, tiles, and common UI patterns.
cdn-usage
Use when adding external browser dependencies via CDN - Provides CDN selection guidance to ensure reliable script loading.
writing-skills
Use when creating or updating SKILL.md documentation - Explains how and why to create a skill.
llm-inference
Use when wanting to interact with any LLM - Explains available inference endpoints so the agent selects suitable models.
github-integration
Use when building GitHub-based features - Explains auth token usage, Gist reading/writing and rendering helpers.
cloudflare-kv
Use when persisting tool data in Cloudflare KV - Describes bindings, key naming, and function conventions.
healthsim-rxmembersim
RxMemberSim generates realistic synthetic pharmacy data for testing PBM systems, claims adjudication, and drug utilization review. Use when user requests: (1) pharmacy claims or prescription data, (2) DUR alerts or drug interactions, (3) formulary or tier cohorts, (4) pharmacy prior authorization, (5) NCPDP formatted output.
healthsim-trialsim
Generate realistic clinical trial synthetic data including study definitions, sites, subjects, visits, adverse events, efficacy assessments, and disposition. Use when user requests: clinical trial data, CDISC/SDTM/ADaM datasets, trial cohorts (Phase I/II/III/IV), FDA submission test data, or specific therapeutic areas like oncology or biologics/CGT.
healthsim-populationsim
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healthsim-patientsim
Generate realistic clinical patient data including demographics, encounters, diagnoses, medications, labs, and vitals. Use when user requests: (1) patient records or clinical data, (2) EMR test data, (3) specific clinical cohorts like diabetes or heart failure, (4) HL7v2 or FHIR patient resources.
healthsim-networksim
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healthsim-membersim
MemberSim generates realistic synthetic claims and payer data for testing claims processing systems, payment integrity, and benefits administration.
Generative Framework
Conversation-driven specification and execution of healthcare data generation at scale
backend-test-writer
Use when generating tests for backend code (Express routes, MongoDB models, Node services) - analyzes file type, detects test framework from package.json, generates comprehensive tests with setup/teardown and edge case coverage
code-reviewer
Use when asked to review MERN stack code - comprehensive code reviewer that checks project health, security, maintainability, performance, testing, and architecture. Combines general code quality analysis with MERN-specific expertise.
ultrathink
Invoke deep sequential thinking for complex problem-solving. Use when the user says 'use ultrathink', 'ultrathink', or when tackling problems that require careful step-by-step reasoning, planning, hypothesis generation, or multi-step analysis.
zellij
Terminal workspace and multiplexer for interactive CLI sessions. Use when managing terminal sessions, running interactive REPLs, debugging applications, automating terminal workflows, or when user mentions zellij, terminal multiplexer, floating panes, or session layouts. Simpler alternative to tmux with native session management.
tmux
Remote control tmux sessions for interactive CLIs (python, gdb, git add -p, etc.) by sending keystrokes and scraping pane output. Use when debugging applications, running interactive REPLs (Python, gdb, ipdb, psql, mysql, node), automating terminal workflows, interactive git commands (git add -p, git stash -p, git rebase -i), or when user mentions tmux, debugging, or interactive shells.
conventional-commits
Format git commit messages following Conventional Commits 1.0.0 specification. Use when the user asks to commit changes, create a git commit, or mentions committing code. Ensures consistent, semantic commit messages that support automated changelog generation and semantic versioning.
design-principles
Guide AI-assisted UI generation toward enterprise-grade, intentional design. Use when building user interfaces, creating dashboards, designing enterprise software or SaaS applications, generating frontend code with styling, or when the user asks for design help. Enforces principles inspired by Linear, Notion, Stripe, and Vercel.
fzf
Command-line fuzzy finder for interactive filtering of any list. Use when interactively selecting files, searching command history (CTRL-R), creating selection interfaces in scripts, building interactive menus, or integrating fuzzy search with tools like ripgrep, fd, and git. Triggers on mentions of fzf, fuzzy finder, ** completion, interactive filtering, or shell keybindings CTRL-T/CTRL-R/ALT-C.
skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
jj
Jujutsu (jj) version control system - a Git-compatible VCS with novel features. Use when working with jj repositories, managing stacked/dependent commits, needing automatic rebasing with first-class conflict handling, using revsets to select commits, or wanting enhanced Git workflows. Triggers on mentions of 'jj', 'jujutsu', change IDs, operation log, or jj-specific commands.
skill-reviewer
Review and ensure skills maintain high quality standards. Use when creating new skills, updating existing skills, or auditing skill quality. Checks for progressive disclosure, mental model shift, appropriate scope, and documentation clarity.
playwright
Browser automation with Playwright for Python. Use when testing websites, taking screenshots, filling forms, scraping web content, or automating browser interactions. Triggers on browser, web testing, screenshots, selenium, puppeteer, or playwright.
git-absorb
Automatically fold uncommitted changes into appropriate commits on a feature branch. Use when applying review feedback, fixing bugs in feature branches, or maintaining atomic commit history without manual interactive rebasing. Particularly useful for making corrections to recent commits without creating messy "fixes" commits.
git-chain
Manage and rebase chains of dependent Git branches (stacked branches). Use when working with multiple dependent PRs, feature branches that build on each other, or maintaining clean branch hierarchies. Automates the tedious process of rebasing or merging entire branch chains.
mermaid-cli
Generate, validate, and fix diagrams from Mermaid markup using the mermaid-cli (mmdc) tool. Use when creating flowcharts, sequence diagrams, class diagrams, state diagrams, ER diagrams, Gantt charts, pie charts, mindmaps, or any Mermaid-supported diagram type. Also use when validating, verifying, or fixing Mermaid diagram syntax. Triggers on mentions of mermaid, mmdc, diagram generation, diagram validation, or converting .mmd files to images/SVG/PDF.
debate-hall
Wind/Wall/Door debate orchestration router. Routes to focused skills based on task.
debate-hall-manual
Manual turn-by-turn debate control for custom orchestration scenarios.
debate-hall-github
GitHub integration for debate synchronization and ADR ratification.
debate-hall-auto
Automated Wind/Wall/Door debate orchestration with tier-based model selection.
debate-hall-admin
Admin operations for debate safety overrides and redaction.
iac-diagram-generator
Analyzes Infrastructure as Code files (Terraform, CloudFormation, Kubernetes, Docker Compose) and generates visual architecture diagrams. Use when analyzing infrastructure code, designing cloud architectures, or when the user requests architecture diagrams from IaC.
spend-optimizer
Audit subscriptions AND optimize credit card rewards. Analyzes bank CSVs to find recurring charges, categorize spend, identify which card each charge should be on, and calculate potential rewards. Use when user says "audit subscriptions", "optimize my cards", "maximize rewards", or "analyze my spending". Outputs interactive HTML with subscription management and card optimization.
conversation-logger
This skill should be used when users need to save, search, or retrieve Claude Code conversation transcripts. Use this skill when users ask to save the current conversation, search through past conversations for context, or retrieve information from previous sessions. Also use when appropriate to proactively save important conversations at natural breakpoints (e.g., after completing a major feature, fixing a critical bug, or when the user indicates they're done with a session).
release
Create a new release of unityctl. Analyzes changes since last tag, determines version bump type (major/minor/patch), updates version, builds, commits, tags, and creates a draft GitHub release with changelog.
unity-editor
Remote control Unity Editor via CLI using unityctl. Activate when user mentions Unity Editor, play mode, asset compilation, Unity console logs, C# script debugging, Unity tests, scene loading, screenshots, or video recording. Use for launching/stopping editor, entering/exiting play mode, compiling scripts, viewing logs, loading scenes, running tests, capturing screenshots, recording video, or executing arbitrary C# in Unity context.
algorithmic-art
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.
article-writer
Edit and refine blog articles and technical posts to match a specific writing style. Use when editing markdown articles, blog posts, or technical writing. Applies conversational, direct, no-BS style with strict guidelines (no em dashes, no empty framing phrases). Best for technical content aimed at experienced developers.
aerospace-config
Complete AeroSpace tiling window manager configuration assistant for macOS. Use for any AeroSpace configuration task including keybindings, workspace management, window rules, layouts (BSP, columns, rows, accordion), focus behavior, gaps, floating windows, app-specific settings, exec commands, or any window management customization. Also use for debugging and troubleshooting AeroSpace issues including log inspection, window state analysis, and diagnosing layout problems. This skill fetches fresh documentation for each request to ensure accurate, up-to-date guidance.
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