observe

Analyze codebase patterns using grep, glob, and git blame.

Updated Jun 6, 2026
One-click install
npx skills add https://github.com/kenhia/kdeskdash --skill observe-kenhia
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: observe
Source: https://github.com/kenhia/kdeskdash/tree/main/.github/skills/observe
Command: npx skills add https://github.com/kenhia/kdeskdash --skill observe-kenhia

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

The observe Skill addresses the challenge of understanding and analyzing specific patterns in a codebase, helping developers gain insights and identify potential improvements.

Core Features & Use Cases

  • Targeted Pattern Analysis: Focus on a specific domain, file pattern, or question.
  • Data Collection: Gather evidence by searching code, listing files, reading documentation, and more.
  • Analysis & Reporting: Evaluate findings for consistency, volume, deviations, age, and documentation.
  • Documentation & Suggestions: Record findings in a structured format and suggest best practices.

Quick Start

To start an observation session, simply use the command: /observe "error handling"

Frequently Asked Questions about observe

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

FAQPage Schema
How do I analyze specific code patterns in a codebase for consistency?

To analyze specific code patterns in a codebase, you can use the observe functionality to search code, read documentation, and evaluate findings for consistency, volume, and deviations. It applies git blame and grep to document findings in a structured JSON format.

What is the best way to review development practices and document findings?

Reviewing development practices is best done by targeting a specific domain or file pattern, gathering evidence like git blame data, and recording structured JSON documentation of your findings and suggested best practices.

Can I use grep and git blame for domain pattern observation?

Yes, you can use grep and git blame for domain pattern observation to gather evidence, assess workflow consistency, and evaluate the age and deviations of specific implementation patterns.

How do I start a code analysis session to understand error handling usage?

To start a code analysis session for error handling usage, simply use the command /observe "error handling" to focus the pattern analysis and generate insights for better development practices.

When do I need structured JSON documentation for code review insights?

You need structured JSON documentation for code review insights when you want to systematically record findings on pattern consistency, identify potential improvements, and suggest best practices for your development workflow.