project-stage-detect

Analyze repository directories to classify development stage and identify missing artifacts.

Updated Apr 10, 2026

Search Tags:#project-management #systems-design #gap-analysis #repo-analysis #gdd #project-audit #project-stage

Ready to run

npx skills add https://github.com/emcconnell/nova-scout --skill project-stage-detect-emcconnell

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: project-stage-detect
Source: https://github.com/emcconnell/nova-scout/tree/main/.claude/skills/project-stage-detect
Command: npx skills add https://github.com/emcconnell/nova-scout --skill project-stage-detect-emcconnell

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill automates analysis of a codebase and project artifacts to determine the current development stage, surface missing or incomplete deliverables, and provide prioritized next steps so teams can make informed planning decisions.

Core Features & Use Cases

Repository Scanning: Inspect design, source, production, prototypes, docs, and tests to count files and detect system-level artifacts.
Stage Classification: Heuristic-based mapping to stages like Concept, Systems Design, Pre-Production, Production, and Polish with confidence levels.
Collaborative Gap Identification: Produce clarifying questions and a prioritized recommendation list, and request approval before writing reports.
Use Case: Onboard a new producer or conduct a pre-milestone audit to learn what is present, what is missing, and what to prioritize next.

Quick Start

Run a repository audit and return a concise stage summary and three priority gaps for the team to address.

Frequently Asked Questions about project-stage-detect

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

FAQPage Schema

How do I detect a project's development stage from its repository?▼

Project stage detection scans repository directories like design, src, production, prototypes, docs, and tests to classify development stages using heuristic mapping, returning confidence levels for stages like Concept, Pre-Production, Production, and Polish.

What is a project audit and how does it identify missing artifacts?▼

A project audit inspects a codebase to surface missing or incomplete deliverables by scanning system-level artifacts across project directories, producing clarifying questions and a prioritized recommendation list for the team.

Can I use gap analysis to prepare for a milestone check or sprint planning?▼

Gap analysis supports milestone checks and sprint planning by identifying what artifacts are present and missing, then recommending prioritized next steps so teams can make informed planning decisions.

Does repository analysis require specific directory structures to work?▼

Repository analysis requires read access to project files and looks for specific directories like design, src, production, prototypes, docs, and tests to accurately count files and detect system-level artifacts.

What is the best way to onboard a new producer onto an existing game project?▼

Onboarding a new producer involves running a repository audit to quickly assess project maturity, identify gaps in deliverables, and generate a concise stage summary with priority actions for the team to address.