self-skill

Scaffold reusable skills from repeatable tasks using SKILL.md structure.

5|Updated Apr 8, 2026
One-click install
npx skills add https://github.com/JansenAnalytics/claudex --skill self-skill-jansenanalytics
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: self-skill
Source: https://github.com/JansenAnalytics/claudex/tree/main/skills/self-skill
Command: npx skills add https://github.com/JansenAnalytics/claudex --skill self-skill-jansenanalytics

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python3, and includes scripts (resource) and references (resource) components.

What problem does it solve?

Detects when completed work demonstrates a repeatable pattern and automatically scaffolds it into a reusable skill, reducing duplication and cognitive load.

Core Features & Use Cases

  • Automatically evaluates non-trivial tasks and applies a 5-question filter to decide whether to scaffold or propose a new skill.
  • Provides a structured scaffold workflow: draft-skill.sh, SKILL.md, and optional references/scripts for extension.
  • Includes a patch-on-friction improvement loop to revise existing skills after use, maintaining quality and relevance.
  • Supplies a clear guidance path with a dedicated workspace guide and recommended checklist for end-to-end skill creation.

Quick Start

After completing a non-trivial task, run the self-skill workflow to check for a valid skill candidate and scaffold it automatically.

Frequently Asked Questions about self-skill

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

FAQPage Schema
How do I automate creating reusable skills from repeatable tasks?

To automate creating reusable skills from repeatable tasks, this workflow evaluates completed work using a 5-question filter to decide whether to scaffold or propose a new skill, reducing duplication and cognitive load.

What is the best way to scaffold a SKILL.md file and generate automation templates?

The best way to scaffold a SKILL.md file and generate automation templates is using the structured scaffold workflow, which drafts files via draft-skill.sh and includes optional references and scripts for extension.

Do I need python3 to scaffold skills from repeatable coding patterns?

Yes, you need python3 installed in your environment to run the self-skill workflow, which identifies repeatable coding patterns and enforces a frontmatter-first approach for standardized skill scaffolding.

How does skill scaffolding handle friction and maintain existing skills?

Skill scaffolding handles friction and maintains existing skills through a patch-on-friction improvement loop that automatically revises skills after use, ensuring continuous quality and relevance.

When should I avoid using automated skill scaffolding for workflow automation?

You should avoid using automated skill scaffolding for workflow automation when your completed tasks are trivial or do not demonstrate repeatable patterns, as the workflow specifically targets non-trivial, repeatable processes.