Will Skill Forge duplicate my existing automation?

No, it checks your existing skills directory first. If a pattern is already covered, it will suggest enhancing the current skill rather than creating a duplicate.

How does Skill Forge decide when to create a new skill?

Skill Forge triggers when it detects three or more occurrences of a similar pattern in your session history or when you explicitly ask it to automate a specific workflow.

Does it handle sensitive information like API keys?

The execution policy strictly forbids codifying sensitive credentials. Skill Forge is designed to capture patterns and logic, not hardcoded secrets.

Can I review the skills before they are installed?

Yes, Skill Forge generates a draft and reports the results to the user, showing the trigger phrases and steps it has codified for your review.

Skill Forge

Name: Skill Forge
Author: jaminitachi

byjaminitachi

0•

生産性とワークフロー

Automatically detects repetitive workflow patterns and generates self-improving skills to automate future developer tasks.

Skill Forge serves as a self-improvement engine that transforms implicit workflow patterns into explicit, reusable automation. By analyzing session history for repeated sequences of three or more similar tasks, it extracts logic, parameters, and error-handling steps to generate comprehensive SKILL.md files. This allows your AI environment to learn from every interaction, ensuring that complex multi-step processes—from custom deployments to component scaffolding—are codified into permanent, version-controlled capabilities that optimize future performance.

主な機能

01Regression Validation: Replays past task instances against new skill drafts to verify logic and coverage.

020 GitHub stars

03Skill Evolution: Tracks invocation counts and success rates to refine and improve skills over time.

04Autonomous Pattern Recognition: Identifies recurring tool sequences and goals across your session history.

05Context-Aware Installation: Automatically organizes and installs new capabilities into your local skills directory.

06Automated Documentation: Generates full 11-section SKILL.md files following standardized templates.

ユースケース

01Automating the scaffolding of recurring boilerplate code like React components or API endpoints.

02Codifying custom deployment and notification pipelines that occur across multiple projects.

03Turning one-off complex data migration scripts into reusable, parameterized utility skills.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jaminitachi/superclaw skill-forge

For use in Claude.ai and ChatGPT

Download Skill