Create handoff document for transferring work to another session

Orchestrator-only workflow for migrating/rewriting codebases with full TDD and agent delegation

Parallel Agent Type Contracts

Maps questions to the optimal tldr command. Use this to pick the right layer

Search GitHub code, repositories, issues, and PRs via MCP

Graceful Degradation with Helpful Messages

Modular Code Organization

Search Mathlib for lemmas by type signature pattern

Query the memory system for relevant learnings from past sessions

Use RepoPrompt CLI for token-efficient codebase exploration

Create or update continuity ledger for state preservation across clears

Fast codebase search via WarpGrep (20x faster than grep)

Find unused functions and dead code in the codebase

Code quality checks, formatting, and metrics via qlty CLI

Deterministic router for math cognitive stack - maps user intent to exact CLI commands

Goal-based workflow orchestration - routes tasks to specialist agents based on user goals

Get a token-efficient overview of any project using the TLDR stack

Anthropic's method for training harmless AI through self-improvement. Two-phase approach - supervised learning with self-critique/revision, then RLAIF (RL from AI Feedback). Use for safety...

Comprehensive project planning and documentation generator for software projects. Creates structured requirements documents, system design documents, and task breakdown plans with implementation...

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.