What are beads in the context of Line Cook?

Beads is a task management system that Line Cook uses to claim, update, and synchronize work items, ensuring the AI agent always works on prioritized and unblocked tasks.

What is the core workflow of Line Cook?

Line Cook follows a 'prep→cook→serve→tidy' cycle: Prep syncs state, Cook executes the task via TDD, Serve performs an AI peer review, and Tidy handles commits and task updates.

How does Line Cook handle Test-Driven Development?

During the 'Cook' phase, the skill enforces a Red-Green-Refactor cycle where failing tests must be written first, followed by minimal code implementation and subsequent cleanup.

What happens if a workflow step fails?

Line Cook includes built-in error handling that guides the AI to fix synchronization issues, save progress, or create follow-up tasks for discovered issues rather than blocking progress.

Can Line Cook assist with architectural decisions?

Yes, it includes commands for managing Architecture Decision Records (ADRs) and conducting architecture audits to ensure code remains aligned with project goals.

Line Cook

Name: Line Cook
Author: smileynet

bysmileynet

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生产力与工作流

Enforces a disciplined development workflow for AI agents using a structured prep-cook-serve-tidy execution cycle.

Line Cook is a specialized workflow orchestrator that brings professional kitchen discipline to AI-assisted software development. By implementing a rigorous 'prep→cook→serve→tidy' cycle, it ensures that Claude follows best practices such as Test-Driven Development (TDD), architectural consistency, and systematic task management. The skill acts as a supervisor, enforcing guardrails like one-task-at-a-time focus and mandatory verification gates, making it an essential tool for developers who require high-quality, reproducible results from autonomous coding sessions.

主要功能

016 GitHub stars

02Built-in TDD cycle with Red-Green-Refactor quality gates

03AI-powered peer review and architectural decision tracking (ADRs)

04Multi-stage workflow orchestration (Mise, Prep, Cook, Serve, Tidy)

05Deep integration with 'beads' for automated task and issue management

06Enforced development guardrails to prevent scope creep and ensure code stability

使用场景

01Managing large-scale refactors with systematic task tracking and architectural oversight

02Executing complex feature development with autonomous AI agents while maintaining quality control

03Standardizing team development patterns through enforced workflow steps and automated audits

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add smileynet/line-cook line-cook

For use in Claude.ai and ChatGPT

Download Skill