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joycraft-implement-level5

Configure GitHub workflows, repos, and secrets for Level 5 autonomous development loops.

14|1|Updated Mar 23, 2026
Search Tags:#autofix#scenarios#github-actions#autonomous-development#joycraft#level-5#holdout-testing
One-click install
npx skills add https://github.com/maksutovic/joycraft --skill joycraft-implement-level5
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: joycraft-implement-level5
Source: https://github.com/maksutovic/joycraft/tree/main/.agents/skills/joycraft-implement-level5
Command: npx skills add https://github.com/maksutovic/joycraft --skill joycraft-implement-level5

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Level 5 enables an autonomous development loop that turns specs into validated software with holdout scenarios, automated fixes, and scenario evolution, reducing manual handoffs and accelerating delivery.

Core Features & Use Cases

  • Autonomous loop setup: Establishes the Level 5 pipeline with scenario evolution, automated fixes on CI, and holdout validation against a private scenarios repository.
  • Guided configuration: Walks you through prerequisites, repository setup, secrets, and app integration to enable end-to-end automation.
  • Use Case: Teams at Level 4 can upgrade to Level 5 by configuring workflows and a scenarios repo to achieve prompt, spec-driven software delivery with strong guardrails.

Quick Start

Run the Joycraft CLI to initialize Level 5 autofix setup and configure the workflows and repos for automated scenario testing and fixes.

Frequently Asked Questions about joycraft-implement-level5

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I set up an autonomous development loop with holdout testing and autofix on GitHub Actions?▼

To set up an autonomous development loop, you run a guided CLI configuration that installs GitHub Actions workflows, creates a private scenarios repository, and wires secrets to enable holdout testing and automated fixes.

What is Level 5 autonomous development and how does it improve spec-driven delivery?▼

Level 5 autonomous development is an automated pipeline that turns specs into validated software using scenario evolution, automated CI fixes, and holdout validation, reducing manual handoffs and accelerating delivery.

Do I need a Level 4 project and a GitHub remote to configure autonomous autofix workflows?▼

Yes, you need a project already initialized and operating at Level 4, an active GitHub remote, and a private scenarios repository to enable holdout testing and autonomous fixes.

Can I use this autonomous development setup without a private scenarios repository?▼

No, a private scenarios repository is required to wire secrets and enable the holdout validation needed for the Level 5 automated development loop and scenario evolution.

How does scenario evolution work within the Level 5 autonomous pipeline?▼

Scenario evolution works by continuously generating and validating holdout scenarios against your codebase through GitHub Actions, triggering automated fixes when failures occur during the autonomous development loop.

What's the best way to upgrade my existing Level 4 project to fully autonomous development?▼

The best way to upgrade is running the Joycraft CLI to initialize Level 5 autofix setup, which configures workflows, creates the scenarios repo, and wires secrets for end-to-end automation.

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