What is the 'zero-tolerance' review process?

It is a strict quality gate that mandates successful type-checking, linting, and 100% test passes. If any check fails, the code is rejected and must be fixed before graduation.

What are the prerequisites for running this skill?

Users should first invoke a specification understanding skill on the relevant PRD/ADR and clarify any ambiguities by interviewing the user.

What happens after the code is approved?

The skill graduates tests, creates a DONE.md summary, and commits the changes to the repository automatically.

How does this skill handle testing?

Claude writes progress tests during the implementation phase and, upon approval, automatically graduates them to the product-wide regression test directory.

Does it support different programming languages?

Yes, the workflow is designed to be modular, invoking language-specific coding and reviewing skills based on the project context.

Autonomous Coding Workflow

Name: Autonomous Coding Workflow
Author: simonheimlicher

bysimonheimlicher

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生产力与工作流

Automates the end-to-end software development lifecycle through a rigorous implementation and zero-tolerance review framework.

关于

This skill provides a structured, multi-stage framework for Claude to develop software independently while maintaining high quality standards. It mandates a strict workflow starting with requirement clarification, followed by an implementation phase focused on meeting acceptance criteria and writing progress tests. The process concludes with a 'zero-tolerance' review phase that enforces type-checking, linting, and 100% test pass rates before graduating code to the production environment and finalizing documentation.

主要功能

1 GitHub stars
Integrated prerequisite checks for specifications and user requirements
Automated documentation generation and commit management
Progressive testing strategy that graduates local tests to regression suites
Automated type-checking, linting, and 100% test coverage enforcement
Strict two-stage implementation and zero-tolerance review cycle

使用场景

Standardizing AI coding patterns across large-scale software projects
Ensuring production-grade code quality through automated multi-step verification
Developing complex features from technical requirements with minimal human intervention

关于

主要功能

1 GitHub stars
Integrated prerequisite checks for specifications and user requirements
Automated documentation generation and commit management
Progressive testing strategy that graduates local tests to regression suites
Automated type-checking, linting, and 100% test coverage enforcement
Strict two-stage implementation and zero-tolerance review cycle

使用场景

Standardizing AI coding patterns across large-scale software projects
Ensuring production-grade code quality through automated multi-step verification
Developing complex features from technical requirements with minimal human intervention