implementation-scope-resolution

Analyze markdown files and repository structures to resolve implementation scope.

Updated Jan 23, 2026

Search Tags:#implementation planning #dependency analysis #code context #scope resolution #file relevance #lean reading

Ready to run

npx skills add https://github.com/TDMorales/skill_set_library --skill implementation-scope-resolution

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: implementation-scope-resolution
Source: https://github.com/TDMorales/skill_set_library/tree/main/skills/.experimental/implementation-scope-resolution
Command: npx skills add https://github.com/TDMorales/skill_set_library --skill implementation-scope-resolution

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill precisely identifies which files are relevant for an implementation task, determines their processing order, and maps their dependencies before any file content is loaded, streamlining the development process.

Core Features & Use Cases

File Relevance Determination: Filters out irrelevant files, focusing only on those needed for the task.
Dependency Mapping: Understands and visualizes the relationships between files.
Ordered Reading List: Provides a clear sequence for processing files, optimizing context loading.
Use Case: When tasked with implementing a new feature in a large codebase, this Skill analyzes the project structure and task description to provide a concise list of files to focus on, preventing wasted time on unrelated code.

Quick Start

Use the implementation-scope-resolution skill to determine the relevant files for implementing the 'UserProfile' component.

Frequently Asked Questions about implementation-scope-resolution

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

FAQPage Schema

How do I pinpoint relevant files for implementation in a large codebase?▼

To pinpoint relevant files for implementation, analyze file names, directory structures, and heading information. This scope resolution process filters irrelevant files and identifies potential candidates for lazy loading before any content is actually read.

What is the best way to determine file processing order for a new feature?▼

Determining file processing order involves mapping dependencies between relevant files to create an optimized reading list. This ordered sequence streamlines context loading and prepares subsequent agent actions for implementing the new feature.

Can I analyze repository structure to filter out irrelevant code before loading context?▼

Yes, you can analyze repository structure to filter out irrelevant code. By examining directory structures and heading information, the scope resolution process excludes unrelated files and flags candidates for lazy loading, preventing wasted time on unrelated code.

How does dependency mapping work for markdown files in a project?▼

Dependency mapping for markdown files works by analyzing file names and heading information to visualize relationships between files. This identifies the dependencies needed to create an optimized reading list for subsequent agent actions.

Does implementation scope resolution work without loading file content?▼

Implementation scope resolution works without loading file content by analyzing file names, directory structures, and heading information. It determines relevant files, processing order, and dependencies before any content is loaded, streamlining the development process.