skillforge

Route inputs to existing skills or generate new skill specifications.

Updated Jan 19, 2026
One-click install
npx skills add https://github.com/loriensleafs/brain --skill skillforge-loriensleafs
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skillforge
Source: https://github.com/loriensleafs/brain/tree/main/apps/claude-plugin/skills/SkillForge
Command: npx skills add https://github.com/loriensleafs/brain --skill skillforge-loriensleafs

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

SkillForge solves the problem of finding, refining, and composing the exact skills needed to complete tasks. It prevents duplication, accelerates improvement, and enables creation of new capabilities through autonomous analysis and agentic orchestration.

Core Features & Use Cases

  • Intelligent triage and routing: analyze input and route to existing skills, or create new ones when no good match exists.
  • Deep analysis with 11 thinking models and a multi-agent synthesis panel for quality.
  • Automatic specification generation: produce SKILL.md, SKILL_SPEC.md, and references/scripts/assets as needed.

Quick Start

Provide an input example and SkillForge will triage, recommend reuse, improvements, or new skill creation.

Frequently Asked Questions about skillforge

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

FAQPage Schema
How does multi-agent skill routing and orchestration work?

Multi-agent skill routing analyzes your input, evaluates existing skills for a match, and orchestrates agents to synthesize new capabilities when no match exists. It uses a phase-based workflow with deep analysis to prevent skill duplication.

How do I automatically generate specifications and scripts for new skills?

To generate specifications and scripts for new skills, provide an input example for triage. The system autonomously produces SKILL.md, SKILL_SPEC.md, and associated references or scripts through multi-agent synthesis during its execution workflow.

Can I use autonomous skill creation to avoid duplicating existing capabilities?

Yes, autonomous skill creation analyzes inputs to recommend reusing existing skills before generating new ones. It applies multi-agent synthesis and timelessness scoring to elevate quality and prevent capability duplication across domains.

What is the best way to triage tasks when no matching skill exists?

The best way to triage unmatched tasks is applying an autonomous phase-based workflow that evaluates existing skills, recommends improvements, or creates new skills. It applies 11 thinking models to ensure proper routing and quality synthesis.

Does skill generation enforce quality validation and timelessness scoring?

Yes, skill generation enforces timelessness scoring and validation during execution. The system applies multi-agent synthesis and deep analysis with 11 thinking models to ensure generated skills meet quality standards across domains.

What are the limitations of autonomous skill orchestration?

Autonomous skill orchestration depends on the quality of input examples provided for triage. While it generates specifications and scripts autonomously, complex domain-specific tasks may require manual refinement of the produced SKILL.md and associated references.