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

Analyze brownfield codebase and create initial continuity ledger

Parallel Agent Type Contracts

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

Project histories, changelogs, developer interviews, open source

Visual concepts for album artwork and AI art generation prompts

Scan lyrics for pronunciation risks, prevent Suno mispronunciations

Systematic hook debugging workflow. Use when hooks aren't firing, producing wrong output, or behaving unexpectedly.

Generate comprehensive PR descriptions following repository templates

适用于 TypeScript、JavaScript、React 和 Node.js 开发的通用编码标准、最佳实践和模式。

Agentica server + Claude proxy setup - architecture, startup sequence, debugging

Generate promo videos for social media from mastered audio

Release preparation workflow - security audit → E2E tests → review → changelog → docs

Comprehensive testing workflow - unit tests ∥ integration tests → E2E tests

Technical Suno V5 prompting, genre selection, style prompt construction

Formal theorem proving with research, testing, and verification phases

Planning agent that creates implementation plans and handoffs from conversation context

Implement technical plans from thoughts/shared/plans with verification

Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration

Build deep architectural understanding through ultra-granular code analysis. Use when doing security audits, code reviews, or getting oriented in an unfamiliar codebase.