mfielding92

Robust, line-based file editing. Replace a range of lines in a file with new content by line number instead of exact string matching. Use when the user says 'robust-edit', '/robust-edit', 'replace lines', 'edit lines N to M', or when character-level matching with the Edit tool keeps failing on multi-line changes or uncertain whitespace.

Review code changes for quality, security, and correctness. Use when the user says "review this PR", "review these changes", "check my code", "look at what I changed", or after implementing a feature. Produces a severity-organized report.

Diagnose and fix context window issues. Use when Claude seems confused, forgetful, slow, or the user says "context is full", "you forgot", "you're repeating yourself", "start fresh", or "why are you ignoring my instructions".

Structured git workflow for commits, branches, and PRs. Use when the user says "commit", "create a PR", "new branch", "prepare for review", "ship this", or "push my changes". Safe, conventional git operations with checkpoints.

Deep interview to reach shared understanding before building. Use when starting a complex feature, when requirements are unclear, or when the user says "grill me", "interview me", "ask me questions", "let's figure this out", or "grill me lightly" for a quick version.

Approval gate for dangerous operations. Use internally before executing destructive commands, file deletions, git pushes, or external API calls from the web chat. Do NOT invoke directly.

Create, list, and manage scheduled tasks and automations. Use when the user asks to schedule something, set a reminder, create a recurring task, or manage existing automations. Trigger phrases: 'remind me', 'every hour', 'schedule', 'at 9am', 'recurring', 'automate', 'cron'.

Manage communication channel adapters (web chat, Telegram, Discord, etc.). Use when the user wants to add a new channel, list channels, or configure channel settings. Trigger phrases: 'add channel', 'connect telegram', 'connect discord', 'list channels'.

Browse, install, and uninstall skills and agents from the available library. Check for new ones online. Use when the user says "what skills are available", "install skill", "add skill", "remove skill", "skill catalog", "list available", "check for updates", or wants to set up a project with specific capabilities.

Install Claude Code expert toolkit into an existing project. Use when the user says "add to my project", "install into existing", "set up existing project", "integrate", "add skills to this project", or wants to enhance an already-started codebase with Claude Code best practices.

Set up lat.md knowledge graph for a project. lat.md replaces flat AGENTS.md/CLAUDE.md with an interconnected, validated graph of markdown docs linked to source code. Use when user says "set up lat.md", "install lat.md", "add knowledge graph", "lat md", "agent lattice", or wants structured, validated project documentation that stays in sync with code. Also triggered via "lat-md-setup checklist" to return just the recommendation checklist.

Create a fully configured new project with Claude Code best practices, skills, and agents. Use when the user says "new project", "start a project", "create a project", "set up a new", or "bootstrap a project".

Transpile source code into Claude Code markdown skills. Takes Python, JavaScript, TypeScript, C++, Rust, Go, or any terminal-based program and converts it into an LLM-executable markdown skill. Analyzes code structure, fuzzes runtime behavior, classifies operations, and generates a complete skill directory with SKILL.md, bundled scripts, and reference docs. Use when user says "compile to skill", "convert this code to a skill", "make a skill from this script", "turn this into a skill", "transpile to skill", or wants to translate any traditional program into Claude Code's markdown skill format. Also use when user pastes code and asks to make it work as a Claude skill.

Run commands requiring sudo in a visible terminal window where the user can enter their password interactively. Use when a command needs root privileges, elevated permissions, "sudo", "install system package", "apt install", "dnf install", "pacman -S", or any operation requiring admin access.

Write complete, tested Android backend logic with MVVM architecture. Use when the user says "Android backend", "ViewModel", "Room database", "API call", "repository pattern", "Android data layer", "write Android logic", or needs business logic, data persistence, or network calls in an Android app.

Build, compile, sign, install, and debug Android apps from the command line. Use when the user says "build APK", "compile Android", "install on device", "ADB", "debug Android", "sign APK", "release build", "Gradle build", or needs to get an Android app onto a device.