skill-forge

Create and refine AI agent skills with automated testing and benchmarking.

26|Updated Mar 6, 2026
One-click install
npx skills add https://github.com/j5ik2o/ai-tools --skill skill-forge-j5ik2o
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-forge
Source: https://github.com/j5ik2o/ai-tools/tree/main/plugins/agent-skills/skills/skill-forge
Command: npx skills add https://github.com/j5ik2o/ai-tools --skill skill-forge-j5ik2o

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill streamlines the creation and improvement of AI skills, making it easier to build powerful, reusable tools for AI agents.

Core Features & Use Cases

  • Skill Creation: Guide users through defining a new skill's intent, triggers, and output format.
  • Iterative Improvement: Refine existing skills based on user feedback and evaluation results.
  • Evaluation & Benchmarking: Run test cases to measure skill performance and identify areas for improvement.
  • Description Optimization: Enhance skill triggering accuracy by tuning the SKILL.md description.
  • Use Case: You have a workflow for summarizing meeting notes. Use this Skill to turn that workflow into a robust AI skill, complete with a clear description, test cases, and performance benchmarks.

Quick Start

Use the skill-forge skill to help me create a new skill that summarizes code files.

Frequently Asked Questions about skill-forge

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

FAQPage Schema
How do I turn an existing workflow into a reusable AI skill?

You turn an existing workflow into a reusable AI skill by defining its intent and output format. Skill-forge facilitates this transformation, adding test cases and performance benchmarks to create a robust, deployable skill.

How do I build and optimize AI agent skills from scratch?

You build and optimize AI agent skills by capturing intent, defining triggers, and iteratively refining outputs. Skill-forge guides this end-to-end process, supporting automated testing and benchmarking to ensure robust skill performance.

What is the best way to improve AI skill triggering accuracy?

Improving AI skill triggering accuracy requires tuning the skill description metadata. Skill-forge provides description optimization features that refine trigger conditions, ensuring your AI agent activates the correct skill based on user intent.

Can I run benchmarking and automated tests on prompt engineering workflows?

Yes, you can run automated test cases and benchmarking on prompt engineering workflows. Skill-forge measures skill performance against defined test cases, identifying areas for improvement and validating iterative refinements.

Does skill-forge work with Claude Code and Codex CLIs for skill evaluation?

Skill-forge integrates directly with Claude Code and Codex CLIs for execution and evaluation. This integration allows you to test AI skills within your development environment and capture evaluation results seamlessly.

How do I turn an existing workflow into a reusable AI skill?

You turn an existing workflow into a reusable AI skill by defining its intent and output format. Skill-forge facilitates this transformation, adding test cases and performance benchmarks to create a robust, deployable skill.