Skill Forge 技能熔炉
A comprehensive 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 comprehensive tool for forging, evaluating, and improving AI Agent skills. Full Skill content: https://321skill.com/skills/agent-skill-builder/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 addresses the challenges AI Agent developers face after skill development, such as inconsistent quality, lack of objective evaluation standards, and unclear improvement paths. It provides systematic skill evaluation, peer comparison, and diagnostic repair capabilities to help users build high-quality, reusable custom skills.
Usage is extremely simple: users just need to say "Skill Forge" to initiate the full process, including searching for similar skills on SkillHub, Tencent's 9-dimension evaluation, and R5 diagnostic repair. If only evaluation is needed without modification, simply say "skill evaluation" or "evaluate skill" to trigger the quick comparison mode.
It is suitable for AI Agent developers, intelligent agent developers, skill creators, and full-stack developers, especially those who need to frequently iterate or optimize existing skills.
Recommended for use when developing new skills or improving existing ones. Modifications to skill files require user confirmation to avoid accidental changes. Note: The full process includes the R5 improvement path; please understand the diagnostic suggestions before deciding whether to apply the modifications.
Key Features
Not only does it provide peer skill comparison and Tencent's 9-dimension evaluation, but it also features the R5 diagnostic repair path, which can directly modify skill files, forming a closed loop from evaluation to improvement. Other tools typically only perform evaluation without modification.
Limitations
Not suitable for users with low requirements for skill quality or no need for in-depth analysis. The evaluation process relies on SkillHub data; effectiveness may be limited if the network is unavailable or similar skills are scarce.
FAQ
How can I evaluate a skill without improving it?
Say "skill evaluation" or "evaluate skill" to only perform peer comparison and Tencent's 9-dimension evaluation, without triggering the modification process.
Can Skill Forge modify my skill file?
Yes, but only within the R5 diagnostic repair path, and modifications are executed only after user confirmation; files are not automatically overwritten.
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-builder/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-skill-builder/raw/index.md