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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Productivity & Workflow

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

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.

Key Features

011 GitHub stars

02Integrated prerequisite checks for specifications and user requirements

03Automated documentation generation and commit management

04Progressive testing strategy that graduates local tests to regression suites

05Automated type-checking, linting, and 100% test coverage enforcement

06Strict two-stage implementation and zero-tolerance review cycle

Use Cases

01Standardizing AI coding patterns across large-scale software projects

02Ensuring production-grade code quality through automated multi-step verification

03Developing complex features from technical requirements with minimal human intervention

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add simonheimlicher/spx-claude coding-autonomously

For use in Claude.ai and ChatGPT

Download Skill