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celloagentclub
celloagentclubCOMMUNITY
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skill-forge

Fuse capabilities from multiple open-source repositories into custom agent skills.

1|Updated Jul 17, 2026
Search Tags:#automation#self-improvement#agent-development#semantic-search#skill-forge#fusion
One-click install
npx skills add https://github.com/celloagentclub/skill-forge --skill skill-forge-celloagentclub
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-forge
Source: https://github.com/celloagentclub/skill-forge/tree/main
Command: npx skills add https://github.com/celloagentclub/skill-forge --skill skill-forge-celloagentclub

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill solves the problem of finding existing skills that are "almost" right but don't quite meet your specific needs, preventing the need to build from scratch or settle for suboptimal tools.

Core Features & Use Cases

  • Semantic Discovery: Searches five distinct sources to find relevant capabilities based on intent rather than just keywords.
  • Intelligent Fusion: Automatically integrates multiple skills into a single, cohesive, and self-improving skill.
  • Use Case: If you need a skill that combines Feishu table management with automated reporting, this tool will find the best existing components and fuse them into a single, ready-to-use skill for your agent.

Quick Start

Invoke the skill-forge skill and describe the specific capability you need to create, then follow the multi-round clarification questions to finalize your requirement spec.

Frequently Asked Questions about skill-forge

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

FAQPage Schema
How do I combine multiple agent skills into a single custom workflow?▼

Skill fusion automatically integrates multiple agent skills into a single, cohesive, and self-improving skill by semantically searching across GitHub, SkillsMP, SkillHub, and buildwithclaude. This prevents building from scratch when existing tools are almost right.

What is semantic discovery for agent skill creation?▼

Semantic discovery searches five distinct sources to find relevant agent capabilities based on intent rather than exact keywords. It identifies existing open-source workflows that can be fused to meet fuzzy user requirements.

How do I create an agent skill when I only have a fuzzy requirement?▼

Invoke the skill forge, describe the needed capability, and complete a mandatory clarification phase with multi-round questions to finalize your requirement spec before the tool synthesizes the tailored workflow.

Does skill fusion work with repositories from GitHub and SkillsMP?▼

Yes, skill fusion operates across GitHub, SkillsMP, SkillHub, and buildwithclaude to semantically search and synthesize tailored workflows from these multiple open-source repositories into a single custom agent skill.

What are the limitations of fusing existing open-source skills?▼

Fusing existing open-source skills requires completing a mandatory clarification phase with multi-round questions to resolve fuzzy requirements. The final output quality also depends entirely on the capabilities available in the searched repositories.

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