# AI skills get messy fast. SkillForge turns them into an engineering workflow.
Canonical: https://social-archive.org/yena/Xt7qCVCHL2
Original URL: https://x.com/DanKornas/status/2072105143953400152
Author: Dan Kornas
Platform: x
## Content
## 1 AI skills get messy fast. SkillForge turns them into an engineering workflow. SkillForge is a skill router and creator for Claude Code and Codex, built for teams or solo builders who want repeatable AI skill creation instead of ad-hoc prompting. It helps you decide whether to use, improve, compose, or create a skill by running a structured process from triage through analysis, specification, generation, and review. Key features: • Skill triage – classifies requests as USE_EXISTING, IMPROVE_EXISTING, CREATE_NEW, or COMPOSE before building • Deep analysis phase – uses 11 thinking lenses before generating the skill • Specification-to-generation flow – turns analysis into a structured XML spec before creation • Multi-agent synthesis – design, usability, evolution, and script reviewers evaluate the output • Context Skill Advisor – suggests relevant skills from session, project, and personal context with user-controlled proactivity levels It’s open-source (MIT license). Link in the reply {{IMAGE_0}} --- ## 2 GitHub: https:// github.com/tripleyak/Skil lForge … --- If you’re into AI, ML, agents, and building real systems, join my newsletter (it’s free): http:// dankornas.substack.com https://t.co/q2ASYQd4uE https://t.co/zJ9uwd6qSd