Does this skill leak sensitive information?

No, the skill is programmed to avoid including sensitive data like API keys or passwords and provides placeholders to guide users on what to document safely.

Can I customize the generated templates?

Absolutely. The skill provides the initial scaffold and placeholders, which you can then refine to match your project's unique requirements.

Is it compatible with other AI tools like Cursor or Windsurf?

Yes, the documentation generated follows standard Markdown patterns that are easily parsed by any LLM-powered agent or IDE extension.

Why use a specific internal-context folder?

It provides a centralized, structured location for AI agents to find project-specific knowledge without sifting through unrelated files, significantly improving their reasoning accuracy.

Internal Context Scaffolder

Name: Internal Context Scaffolder
Author: fingersnap-dev

byfingersnap-dev

0•

Learning & Documentation

Scaffolds a standardized internal-context folder structure to help AI agents understand and navigate repository architecture, workflows, and conventions.

The Internal Context Scaffolder automates the creation of a dedicated knowledge base within your repository, designed specifically to help AI agents like Claude understand your codebase's inner workings. It generates a structured directory containing templates for architecture overviews, development workflows, coding conventions, and external integrations. By providing these 'AI-friendly' reference materials, you ensure that agents can operate with higher accuracy, make better design decisions, and follow your project's specific patterns without constant manual prompting.

Key Features

01Multilingual support with automatic language detection

02Automated scaffolding of a standardized internal-context/ directory

030 GitHub stars

04Template generation for architecture, workflows, and conventions

05Codebase analysis to identify module boundaries and integration points

06Smart merging to preserve existing documentation and avoid duplication

Use Cases

01Standardizing internal documentation across multiple microservices

02Onboarding AI agents to a complex or legacy codebase

03Preparing a repository for high-performance agentic coding sessions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add fingersnap-dev/skills internal-context-setup

For use in Claude.ai and ChatGPT

Download Skill