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Skill Forge 技能熔炉

A one-stop tool for forging, evaluating, and improving 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 one-stop tool for forging, evaluating, and improving AI Agent skills.
Full Skill content: https://321skill.com/skills/agent-skill-forge/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.

In AI Agent development, inconsistent skill quality often leads to unstable agent behavior and high maintenance costs. Skill Forge is designed to address this issue: it provides a complete workflow from evaluation to improvement, including peer comparison based on Tencent's Nine Dimensions, the R5 diagnostic and repair path, and optional searches for similar skills on SkillHub, helping developers systematically enhance skill quality.

To use it, simply speak the trigger phrase to the AI to switch modes: say "Skill Forge" to run the full process, including in-depth diagnostics and R5 improvements (requires user confirmation to modify files); say "Skill Evaluation" or "Evaluate Skill" to perform only peer comparison and Tencent's Nine Dimensions scoring, quickly providing quantitative results. If you need to search for similar skills on SkillHub, the TRAE built-in tool can automatically fetch and compare them.

This tool is most suitable for AI Agent developers, full-stack developers, and content creators, especially those who frequently write, maintain, or audit AI Agent skills. Whether evaluating third-party skills downloaded from the community or iteratively optimizing self-developed skills, users can obtain structured feedback and actionable improvement suggestions.

Usage recommendation: Prioritize using "Skill Evaluation" to quickly verify skill quality, then proceed with the full process for in-depth repairs. Note that the R5 improvement path directly modifies skill files—ensure user confirmation before execution, and it is recommended to back up the original skill beforehand. Limited by its evaluation dimensions, it is not suitable for code quality inspection in non-AI Agent scenarios.

Key Features

Compared to general-purpose code evaluation tools, Skill Forge specializes in the AI Agent skill domain, featuring the unique Tencent Nine Dimensions evaluation system and R5 diagnostic and repair path, and can perform horizontal comparisons by matching similar skills on SkillHub via TRAE's built-in search.

Limitations

Requires the TRAE platform to run and cannot be used offline; only applicable to AI Agent skill files, not suitable for general code or non-skill projects.

FAQ

How can I evaluate a skill without modifying it?

Simply say "Skill Evaluation" or "Evaluate Skill" to trigger peer comparison and Tencent's Nine Dimensions scoring, which does not involve file modifications.

How does the R5 diagnostic and repair modify my skill file?

R5 automatically generates repair suggestions based on diagnostic results and directly modifies the skill file after your confirmation. It is recommended to back up the original file first.

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-skill-forge/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.