Essential command-line tools and system utilities.
Generate comprehensive PR descriptions from git diffs. Use when creating or updating pull requests, when asked to write a PR description, or when the user says "pr", "/pr", or asks for help with their pull request. Analyzes staged/unstaged changes and commit history to produce thorough, reviewer-friendly descriptions.
Guide for using the Sentry CLI to interact with Sentry from the command line. Use when the user asks about viewing issues, events, projects, organizations, making API calls, or authenticating with Sentry via CLI.
Runs linting and static analysis on PHP/CSS/JS using phpcs, phpstan, and rector. Use when checking code style, fixing lint errors, or running static analysis.
Project-specific git commit guidance for Simple History. Use when committing changes, especially across core and premium plugins.
Enforces active voice for logger messages and the Event Details API. Use when writing a new logger class or modifying message arrays in getInfo().
Control the user's currently open Chrome tab through the Playwriter CLI (no new browser launch). Use when you need to inspect live UI state, run scripted browser actions, capture console output, or reproduce frontend issues directly in the user's tab.
Use when user says "send to Ray," "show in Ray," "debug in Ray," "log to Ray," "display in Ray," or wants to visualize data, debug output, or show diagrams in the Ray desktop application.
Create and manage Agent Builder agents and custom tools in Kibana. Use when asked to create, update, delete, test, or inspect agents or tools in Agent Builder.
Use when contributing to walkerOS, before writing code, or when unsure about project conventions. Covers build/test/lint workflow, XP principles, folder structure, and package usage.
Use when working with sources, understanding event capture, or learning about the push interface. Covers browser, dataLayer, and server source patterns.
Use when working with destinations, understanding the destination interface, or learning about env pattern and configuration. Covers interface, lifecycle, env mocking, and paths.
Use when managing tasks, the system is a Kanban task manager based on local Markdown files (`kanban.md` and `archive.md`). It follows a strict format compatible with the task-manager.html web application.
Delegate coding tasks to external coding agents (Claude Code, Codex, Pi, OpenCode) via shell. Use when: (1) building new features or apps in a separate project, (2) reviewing PRs, (3) refactoring large codebases, (4) iterative coding that needs file exploration. NOT for: simple one-liner fixes (just edit directly), reading code (use read/file tools), or work inside the SwarmClaw workspace itself.
Create, edit, improve, or audit skills for SwarmClaw agents. Use when creating a new skill from scratch or when asked to improve, review, audit, tidy up, or clean up an existing skill or SKILL.md file. Also use when editing or restructuring a skill directory. Triggers on phrases like "create a skill", "author a skill", "tidy up a skill", "improve this skill", "review the skill", "clean up the skill", "audit the skill".
Use when implementing Font Awesome icons in a CustomTkinter app with the ctkfontawesome package. Covers how to find icon names, create icon images, keep image references alive, size and recolor icons, and attach them to CTk widgets such as CTkButton and CTkLabel.
This skill should be used when the user asks to "find a class", "search for symbol", "find usages", "find implementations", "search codebase", "find file", "class hierarchy", "find callers", "module dependencies", "unused dependencies", "project map", "project conventions", "project structure", "what frameworks", "what architecture", "find Perl subs", "Perl exports", "find Python class", "Go struct", "Go interface", "find React component", "find TypeScript interface", "find Rust struct", "find Ruby class", "find C# controller", "find Dart class", "find Flutter widget", "find mixin", "find Scala trait", "find case class", "find object", "find PHP class", "find Laravel model", "find PHP trait", or needs fast code search in Android/Kotlin/Java, iOS/Swift/ObjC, Dart/Flutter, TypeScript/JavaScript, Rust, Ruby, C#, Scala, PHP, Perl, Python, Go, C++, or Protocol Buffers projects. Also triggered by mentions of "ast-index" CLI tool.
Guide for debugging GitHub Agentic Workflows - analyzing logs, auditing runs, and troubleshooting issues
AI assistant for creating clear, actionable task descriptions for GitHub Copilot agents
Fix speech-to-text errors and improve text clarity in dictated content related to GitHub Agentic Workflows
Best practices for writing JavaScript code for GitHub Actions using github-script
Tips and Tricks for Working with GitHub Copilot Agent PRs
