What document does this skill use as a source of truth?

It is configured to read and analyze the memory-bank/GDD.md file to determine the authoritative scope of the project.

How does Scope Check prevent feature creep?

It forces every proposed task to be verified against the project's Game Design Document (GDD) before any implementation begins, ensuring only approved features are built.

Is this skill specific to game development?

While it is optimized for the ManyMoons GDD within the CLAAAUDE-STUDIO framework, the logic can be applied to any project with a centralized scope document.

Can I use this skill manually as a user?

No, this is a internal Claude-only skill designed to be invoked automatically by AI agents to regulate their own development activities.

What happens if a task is determined to be out of scope?

The skill halts the task, logs the request in the project's progress backlog, and surfaces the discrepancy to the orchestration layer for human review.

Project Scope Validator

Name: Project Scope Validator
Author: SwervoJake

bySwervoJake

0•

Game Development

Validates proposed features against project documentation to prevent scope creep in AI-driven development workflows.

The Scope Check skill serves as a governance layer for autonomous AI agents working within complex development environments. By cross-referencing proposed tasks against a primary Game Design Document (GDD) or project roadmap, it ensures that every line of code contributes directly to defined milestones. This skill prevents resource wastage on feature creep by categorizing tasks as in-scope, out-of-scope, or requiring escalation, maintaining strict alignment with the project's original vision and current version constraints.

Key Features

01Automated GDD cross-referencing for task validation

02Seamless integration with multi-agent orchestration systems

03Standardized scope verdict reporting with relevant documentation quotes

04Automatic logging of out-of-scope requests to the project backlog

05Prevention of unauthorized or unintended feature creep

060 GitHub stars

Use Cases

01Ensuring autonomous sub-agents stay within the bounds of a Game Design Document

02Streamlining decision-making for new feature requests in AI-led studios

03Managing project backlogs by automatically identifying non-v1 requirements

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add swervojake/claaaude-studio scope-check

For use in Claude.ai and ChatGPT

Key Features

01Automated GDD cross-referencing for task validation

02Seamless integration with multi-agent orchestration systems

03Standardized scope verdict reporting with relevant documentation quotes

04Automatic logging of out-of-scope requests to the project backlog

05Prevention of unauthorized or unintended feature creep

060 GitHub stars

Use Cases

01Ensuring autonomous sub-agents stay within the bounds of a Game Design Document

02Streamlining decision-making for new feature requests in AI-led studios

03Managing project backlogs by automatically identifying non-v1 requirements

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add swervojake/claaaude-studio scope-check

For use in Claude.ai and ChatGPT