code-review
Comprehensive parallel code review using 5 specialized subagents: general, architectural, TypeScript, product/vision, and TDD/beads compliance
development-loop
Complete development lifecycle: brainstorm → TDD planning → ralph implementation → review → feedback loop until approved
test-driven-development
Use when implementing any feature or bugfix, before writing implementation code
beads
Track work with beads issue tracker using TDD workflow. Create issues for RED (failing tests), GREEN (implementation), and REFACTOR phases.
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.
stealth-browser
Stealth browser automation with anti-bot bypass and persistent page state. Use when users need to navigate Cloudflare-protected sites, fill forms, take screenshots, extract web data, or automate browser workflows on sites that block regular automation. Trigger phrases include "go to [url]", "click on", "fill out the form", "take a screenshot", "scrape", "automate", "bypass cloudflare", or any browser interaction request on protected sites.
subcodex
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context-tree-maintenance
Maintain, audit, and validate context trees for brownfield codebases. Use when performing maintenance tasks: git learning analysis, quality audits, health checks, or when user wants help documenting insights discovered during development.
json-formatter
Formats and validates JSON data. Use when you need to pretty-print JSON, fix formatting issues, or validate JSON syntax. ALWAYS USE THIS when doing JSON Formatting
azure-devops
Provides expert guidance on Azure DevOps tasks including work item management, pipelines, repositories, pull requests, and CI/CD workflows. Use when working with Azure DevOps projects, configuring pipelines, managing work items, or integrating Azure DevOps with development workflows.
websearch-deep
ChatGPT-style deep research strategy with problem decomposition, multi-query generation (3-5 variations per sub-question), evidence synthesis with source ranking, numbered citations, and iterative refinement. Use for complex architecture decisions, multi-domain synthesis, strategic comparisons, technology selection. Keywords: architecture, integration, best practices, strategy, recommendations, comparison.
websearch-standard
Standard multi-source verification search strategy for moderate complexity research. 2-iteration workflow with source ranking, consensus identification, and citation transparency. Use for feature comparisons, moderate complexity topics, fact-checking. Keywords: compare, differences, features, fact-check, verify, what are.
websearch-quick
Fast, targeted single-pass search strategy for simple factual lookups. 1-iteration workflow with authoritative source verification and minimal citations. Use for version lookups, documentation finding, simple definitions, existence checks. Keywords: what version, find docs, link to, what is, does X support.
git-ops
Safe git operations including commits, branches, merges, worktrees, and conflict resolution. Use when user wants to commit and push changes, manage branches, resolve conflicts, or create isolated workspaces. Activates when user says "commit", "push", "merge", "branch", "pull", "rebase", "worktree", "conflict", or similar git workflow requests.
funsloth-check
Validate datasets for Unsloth fine-tuning. Use when the user wants to check a dataset, analyze tokens, calculate Chinchilla optimality, or prepare data for training.
funsloth-local
Training manager for local GPU training - validate CUDA, manage GPU selection, monitor progress, handle checkpoints
funsloth-upload
Generate comprehensive model cards and upload fine-tuned models to Hugging Face Hub with professional documentation
funsloth-train
Generate Unsloth training notebooks and scripts. Use when the user wants to create a training notebook, configure fine-tuning parameters, or set up SFT/DPO/GRPO training.
funsloth-hfjobs
Training manager for Hugging Face Jobs - launch fine-tuning on HF cloud GPUs with optional WandB monitoring
funsloth-runpod
Training manager for RunPod GPU instances - configure pods, launch training, monitor progress, retrieve checkpoints
attention-please
Play an alert sound and speak "Project NAME needs your attention." Always use at the end of every response or whenever Codex needs user input or confirmation; derive the project name from the git remote (origin) with fallback to the repo folder or an override.
agent-history
Search and analyze Claude Code conversation history. Use when user asks about past conversations, previous solutions, what was discussed earlier, finding something from history, or analyzing usage patterns. Triggers include "what did we discuss", "find that conversation", "search history", "past sessions", "how much time", "token usage", "which tools".
ntfy-notify
Send push notifications via ntfy.sh. Use this skill when the user asks to be notified, wants an alert, or when a long-running task completes and the user should be informed.
doc-coauthoring
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.
test-driven-development
Use when implementing any feature or bugfix, before writing implementation code
next-best-practices
Next.js best practices - file conventions, RSC boundaries, data patterns, async APIs, metadata, error handling, route handlers, image/font optimization, bundling
plox
Plot timestamped logs as graphs. Use when user wants to visualize log data, plot numeric values over time, count events, track time deltas between events, compare multiple log files, or get statistics from logs.
quality
Orchestrates iterative code quality improvements using specialized Task agents. Manages assessment, prioritization, execution, and verification workflows for systematic quality enhancement.
development
Provides development tools and guidance. Use when developing code, debugging, or running anything in the development environment.
testability
Orchestrates systematic addition of autonomous testability infrastructure using specialized Task agents. Progressively slipstreams testing, build automation, diagnostic capabilities, and programmatic control into untestable projects. Core mission is to enable AI agents to independently verify their changes work correctly.
structure-figures
Generate or update schematic structure figures (SVGs) used in CLEED docs and example inputs.
restructured-text
Guidelines for writing valid reStructuredText (.rst) in this repo (Sphinx).
speak-tts
Give your agent the ability to speak to you real-time. Talk to your Claude! Local TTS, text-to-speech, voice synthesis, audio generation with voice cloning on Apple Silicon. Use for reading articles aloud, audiobook narration, or voice responses. Runs entirely on-device via MLX - private, no API keys.
customizing-tauri-windows
Guides users through Tauri window customization including custom titlebar implementation, transparent windows, window decorations, drag regions, window menus, submenus, and menu keyboard shortcuts for desktop applications.
understanding-tauri-ecosystem-security
Guides developers through Tauri ecosystem security practices including security auditing, dependency management, vulnerability reporting, and organizational security measures for building secure desktop applications.
configuring-tauri-http-headers
Guides developers through configuring HTTP headers security in Tauri v2 applications, covering security headers, custom headers, and CORS configuration for secure cross-origin resource handling.
updating-tauri-dependencies
Assists users with updating Tauri dependencies including the Tauri CLI, Rust crates, JavaScript packages, and checking for outdated versions to upgrade to the latest version.
integrating-tauri-rust-frontends
Guides the user through integrating Rust-based WASM frontend frameworks with Tauri v2, covering Leptos and Trunk setup, WASM compilation configuration, Cargo.toml dependencies, Trunk.toml bundler settings, and withGlobalTauri API access.
packaging-tauri-for-linux
Guides users through packaging Tauri v2 applications for Linux distributions including AppImage, Debian (.deb), RPM, Flatpak, Snap, and AUR submission.
distributing-tauri-for-macos
Guides users through distributing Tauri applications on macOS, including creating DMG installers, configuring app bundles, setting up entitlements, and customizing Info.plist files for proper macOS distribution.
distributing-tauri-for-ios
Guides users through distributing Tauri applications to the iOS App Store, including Apple Developer enrollment, Xcode configuration, provisioning profiles, code signing, TestFlight beta testing, and App Store submission processes.
migrating-tauri-apps
Assists users with migrating Tauri applications from v1 to v2 stable, and from v2 beta to v2 stable, covering breaking changes, configuration updates, API migrations, and plugin system changes.
running-nodejs-sidecar-in-tauri
Guides users through running Node.js as a sidecar process in Tauri applications, enabling JavaScript backend functionality without requiring end-user Node.js installations.
understanding-tauri-lifecycle-security
Assists developers with understanding Tauri application lifecycle security threats spanning development, build, distribution, and runtime phases, including threat mitigation strategies and security best practices.
building-tauri-with-github-actions
Guides users through setting up Tauri GitHub Actions CI/CD pipelines and workflows for automated building, testing, and releasing cross-platform desktop applications.
managing-tauri-plugin-permissions
Guides users through configuring Tauri plugin permissions, capabilities, and security. Covers platform-specific capabilities, window-targeted permissions, using official and community plugin permissions, and writing custom plugin permissions with scopes.
developing-tauri-plugins
Guides the user through Tauri plugin development, including creating plugin extensions, configuring permissions, and building mobile plugins for iOS and Android platforms.
understanding-tauri-process-model
Explains the Tauri process model architecture including the Core process, WebView process, inter-process communication, multiwindow handling, and process isolation security patterns.
setting-up-tauri-projects
Helps users create and initialize new Tauri v2 projects for building cross-platform desktop and mobile applications. Covers system prerequisites and setup requirements for macOS, Windows, and Linux. Guides through project creation using create-tauri-app or manual Tauri CLI initialization. Explains project directory structure and configuration files. Supports vanilla JavaScript, TypeScript, React, Vue, Svelte, Angular, SolidJS, and Rust-based frontends.
understanding-tauri-runtime-authority
Explains how the Tauri runtime authority enforces security policies during application execution, covering ACL-based access control, capability resolution at runtime, scope injection, and command validation for secure IPC.
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