PowerShell Patterns
PowerShell best practices for Windows development, including cmdlet patterns, module development, and error handling
Docker & Kubernetes
Dockerfile best practices, multi-stage builds, docker-compose patterns, and Kubernetes concepts
API Design
REST API best practices, OpenAPI/Swagger patterns, authentication, and error response formats
testing-patterns
Auto-load when writing tests. Provides TDD workflow, test structure patterns, and common testing idioms.
git-workflow
Auto-load for git operations. Provides branching strategy, commit conventions, and PR workflow.
ag:backlog-backtrack
Generate BACKLOG.md from Claude Code conversation history. Summarizes recent sessions grouped by project and date. Idempotent — safe to re-run.
add-module
Create new demo or utility modules following CLY project patterns. Use when adding TUI demonstration modules to modules/demo/ or utility modules to modules/, following Bubbletea/Bubbles conventions with proper Cobra CLI integration.
agent-tests
Agent-runnable e2e tests that validate workflows with real commands
ag:claudemd-update
Updates CLAUDE.md based on recent conversation history. This skill should be used when the user asks to update their CLAUDE.md, sync learnings from conversations, or review what was discussed recently.
ag:checkpoint
Session checkpoint — saves context, outputs summary + changelog. Three-in-one wrap-up command.
ag:changelog
Generates and updates project CHANGELOG.md from git commits, conversation decisions, and architectural changes. Auto-invoke this skill when new features are added, features are removed, or architecture changes occur.
go-specialist
Go language consultant providing guidance on best practices, testing with testify, concurrency patterns, error handling, and technology stack recommendations. Use when answering Go questions, reviewing Go code, or advising on Go implementation approaches.
git-worktrees
Manage git worktrees for parallel development. Use when user mentions worktrees, parallel branches, or working on multiple branches simultaneously.
find-skills
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
drafts
Organize user's ideas into clear, simple drafts
cobra-modularity
Build modular CLI applications with Cobra framework. Use when structuring CLI commands, implementing modular command architecture, handling flags and arguments, or when user mentions Cobra, CLI modularity, command registration, or spf13/cobra.
cli-config
Manage CLI application configuration with Cobra and Viper. Use when implementing config files, environment variables, flags binding, or when user mentions Viper, configuration management, config files, or CLI settings.
charm-stack
Build terminal UIs with Bubbletea, Bubbles, Lipgloss, and Huh. Use when creating TUI applications, interactive forms, styled terminal output, or when user mentions Bubbletea, Bubbles, Lipgloss, Huh, Charm, or TUI development.
postmortem
Error review and recovery workflow. This skill should be used when the user points out a mistake, requests a review, pastes error logs, or asks "what went wrong". Triggers on phrases like "this is wrong", "you made a mistake", "do a postmortem", "can you review this", or when stack traces/CLI errors are provided.
write-skill
Create Claude Code skills with proper structure and documentation. Use when building custom skills, writing SKILL.md files, or when user asks "write a skill" or "create Claude skill".
vectorcode
Semantic code search using RAG and vector embeddings. Use when you need to find code by concept/functionality rather than exact text match, discover implementation examples, or understand where specific concepts are used across projects.
testing
Write tests using TDD principles with integration tests as default and minimal mocking. Use when writing code, fixing bugs, or when user mentions tests, TDD, unit tests, integration tests, or testing strategy.
slack-message-formatter
This skill should be used when the user asks to parse, format, organize, or work with a message. It asks if the message is for Slack and formats using Slack's minimal markdown with natural conversational flow.
skill-creation
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.
python
Python development with uv and PEP 723 inline dependencies
python-script
Creates standalone Python scripts using uv with PEP 723 inline script metadata.
prompt-engineering
Prompt engineering reference and workflow for creating, refining, and reviewing high-quality prompts for AI tools, agents, and skills.
slack-chat
communicate via slack-chat channels and direct messages with users
writing-clearly-and-concisely
Apply Strunk's timeless writing rules to ANY prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Makes your writing clearer, stronger, and more professional.
prompt-optimizer
This skill should be used when users request help optimizing, improving, or refining their prompts or instructions for AI models. Use this skill when users provide vague, unclear, or poorly structured prompts and need assistance transforming them into clear, effective, and well-structured instructions that AI models can better understand and execute. This skill applies comprehensive prompt engineering best practices to enhance prompt quality, clarity, and effectiveness.
receiving-feedback
Use when receiving feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
cooklang-formatting
Format recipes using Cooklang markup syntax. Use when creating, editing, or converting recipes to Cooklang format. Covers ingredients, equipment, timers, metadata, and file organization.
social-value-report
Generate the social value report from CSV inputs by detecting CSVs, anonymising them, and producing a month-by-month markdown report.
refactor
Analyse Python code for refactoring opportunities using functional programming principles, code quality checks, and manual refactoring guidance. Use when user wants to improve code quality, check for code smells, or refactor to functional style.
design_documents
Co-author design docs and propose section-by-section requirement edits
debug
Add traceable debug logs that can be auto-removed with a single command. Use when debugging issues - logs follow a strict format for clean removal.
mmi-analyzer
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scalardb-sizing-estimator
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physics-simulation
MCP-SIM（KAIST-M4）の6エージェントパイプラインを基にした物理シミュレーション自動化スキル。自然言語の要件からFEniCSシミュレーションコードを生成・実行・検証し、教育向けレポートまで出力します。線形弾性、熱伝導、流体流動、熱機械結合、圧電変形、相場破壊力学などに対応。参照: https://github.com/KAIST-M4/MCP-SIM
kc-docs
Generate intelligent Python project documentation with UML class diagrams, architecture diagrams, and code analysis. Analyzes codebase structure to recommend and create appropriate visualizations for project overview.
prompt-runner
Run NAVIGATION/PROMPTS tasks by parsing headers, enforcing prompt canon gates (lint, FILL_ME__, hash checks, allowlists, dependencies), executing declared commands, and emitting deterministic receipts/reports. Use when asked to execute a prompt file or run a phase prompt.
test-primitives
Test CAT LAB safe primitives including file locking, atomic writes, and task validation
terminal-bridge
Unified terminal bridge for AGS. Supports two distinct servers: (1) AGS PowerShell Bridge for Google Antigravity MCP command execution, and (2) VSCode Antigravity Bridge for spawning terminals inside VSCode.
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.
powershell-bridge
Use when asked to set up a local PowerShell bridge for controlled command execution on Windows.
pdf-to-markdown
Use when converting PDF documents to Markdown format for documentation or content processing.
pack-validate
Validates that a pack is complete, correctly structured, and navigable.
file-analyzer
Analyzes repo structure and identifies critical files.
example-echo
Use when a minimal, deterministic example skill is needed to verify the contract runner.
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