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BrennonTWilliams
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ll-scan-product

Scan a codebase to identify product-focused issues against a goals document.

7|2|Updated Jan 3, 2026
Search Tags:#codebase#analysis#alignment#goals#product#issue-tracking
One-click install
npx skills add https://github.com/BrennonTWilliams/little-loops --skill ll-scan-product
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ll-scan-product
Source: https://github.com/BrennonTWilliams/little-loops/tree/main/skills/ll-scan-product
Command: npx skills add https://github.com/BrennonTWilliams/little-loops --skill ll-scan-product

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill addresses the drift between high-level product goals and actual implementation by identifying discrepancies and missing features within the codebase.

Core Features & Use Cases

  • Goal-Driven Analysis: Scans the repository to ensure code structure reflects the defined product roadmap.
  • Issue Identification: Automatically flags technical debt or missing functionality that prevents the project from meeting its stated objectives.
  • Use Case: Use this skill during a sprint planning phase to verify that the current worktree contains all necessary components required by the project goals document.

Quick Start

Use the ll-scan-product skill to analyze the current repository against the goals document and report any missing product-focused issues.

Frequently Asked Questions about ll-scan-product

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

FAQPage Schema
How do I check if my codebase aligns with product goals?▼

To check codebase alignment with product goals, scan the repository against a defined goals document to identify missing features and discrepancies. This validates that technical implementation matches strategic product requirements.

What is codebase alignment analysis for software repositories?▼

Codebase alignment analysis is the process of scanning a software repository to identify product-focused issues and gaps relative to a defined goals document. It ensures technical implementation matches strategic product requirements during development.

How do I identify technical debt preventing my project from meeting product objectives?▼

To identify technical debt preventing project objectives, scan the codebase to automatically flag missing functionality and discrepancies relative to the product goals document. This highlights gaps between implementation and roadmap.

Can I verify my worktree contains all necessary components for sprint planning?▼

You can verify your worktree contains necessary components by scanning the current repository against the project goals document. This validates project state and flags missing product-focused issues before sprint execution.

When do I need to validate project state against product documentation?▼

Validate project state against product documentation during long-horizon development cycles to maintain consistency. Scanning identifies alignment gaps and missing features when drift occurs between strategic goals and technical implementation.

Does codebase alignment scanning work without external dependencies?▼

Codebase alignment scanning operates directly within the software repository context without external dependencies. It analyzes the worktree against the goals document to report missing product-focused issues.

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