Skill Forge 技能熔炉
A comprehensive tool for evaluating, improving, and forging AI Agent skills.
Install & Use
Copy this prompt and send it to your AI assistant (Claude / Cursor / TRAE / Codex / WorkBuddy etc.) to auto-install:
Help me install this AI Skill: Skill Forge 技能熔炉. It is used for: A comprehensive tool for evaluating, improving, and forging AI Agent skills. Full Skill content: https://321skill.com/skills/agent-evaluator/raw/index.md Read that page and install it.
The prompt includes a link to the full Skill content. You can also view the full content.
Skill Forge primarily addresses the lack of systematic evaluation and improvement methods when users develop and use AI Agent skills. It provides a complete workflow from diagnosis and comparison to optimization, helping users enhance the quality and effectiveness of their skills.
To use it, simply say "Skill Forge" to initiate the full process, which includes R5 improvements. If only evaluation is needed, use commands like "Skill Evaluation"; the system will automatically compare similar skills and generate an analysis report based on Tencent's Nine-Dimensional Model. The tool also integrates the ability to search for similar skills on SkillHub and can modify existing skill files according to the R5 diagnostic path (subject to user confirmation).
It is well-suited for roles such as agent developers, full-stack developers, and product managers, especially professionals who need to continuously iterate and optimize AI skills or want to ensure their skills remain competitive among peers.
It is recommended to use this tool for comprehensive evaluation at key stages of skill development, such as before launch or after an iteration. Please note that its core focus is on evaluation and improvement, not creating skills from scratch, and the publishing step requires using a designated external command.
Key Features
This skill not only provides comparison with similar skills and evaluation via Tencent's Nine-Dimensional Model but also integrates the R5 diagnostic and repair path, enabling direct, targeted improvements to existing skill files, forming a closed loop of "evaluation-diagnosis-repair."
Limitations
Not suitable for creating entirely new AI skills from scratch without any reference.
FAQ
What's the difference between Skill Forge and Skill Evaluation?
Saying "Skill Forge" initiates the full process including R5 improvements, while saying "Skill Evaluation" only performs comparison with similar skills and the Tencent Nine-Dimensional Model evaluation.
Can it help me create a new skill?
No, it is primarily designed for evaluating, improving, and forging (optimizing) existing or similar skills, not for creating skills from scratch.
Installation guide for AI assistants
If your AI coding assistant (Claude Code, Cursor, TRAE etc.) can see this page, send it this message to auto-install:
Visit https://321skill.com/skills/agent-evaluator/raw/index.md to read the original Skill definition (Markdown format) for Skill Forge 技能熔炉, and install it according to the instructions.
Raw Markdown URL for AI: /skills/agent-evaluator/raw/index.md