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Knowledge Graph

giuseppe-trisciuoglio/developer-kit

This caches codebase analysis results in a JSON file so you don't have to re-explore the same code over and over. It stores discovered patterns, components, and APIs in docs/specs folders, then lets you query or validate against that cached knowledge when generating tasks or checking dependencies. Most useful when you're running spec-to-tasks repeatedly or need to verify that required components actually exist before implementing features. The validation is only as good as your last update though, so stale graphs can give you false confidence. Think of it as a persistent memory layer for agent discoveries that multiple team members can reference instead of each person rediscovering the wheel.

skills.sh installs
1.9K
GitHub stars
369
last updated
Aug 21, 2026
View on GitHub

Install

$ npx -y skills add giuseppe-trisciuoglio/developer-kit --skill knowledge-graph --agent claude-code

Installs into .claude/skills of the current project.

Files

This caches codebase analysis results in a JSON file so you don't have to re-explore the same code over and over. It stores discovered patterns, components, and APIs in docs/specs folders, then lets you query or validate against that cached knowledge when generating tasks or checking dependencies. Most useful when you're running spec-to-tasks repeatedly or need to verify that required components actually exist before implementing features. The validation is only as good as your last update though, so stale graphs can give you false confidence. Think of it as a persistent memory layer for agent discoveries that multiple team members can reference instead of each person rediscovering the wheel.

Browse the repository on GitHub

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Details

Repository
github.com/giuseppe-trisciuoglio/developer-kit
Categories
Code Review & Quality, AI & Agent Building
First seen
May 16, 2026

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