skill-generator

Generate standardized SKILL.md files from detected repetitive workflows.

1|Updated Sep 25, 2025
One-click install
npx skills add https://github.com/HR-AR/Project-Conductor --skill skill-generator-hr-ar
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-generator
Source: https://github.com/HR-AR/Project-Conductor/tree/main/.claude/skills/skill-generator
Command: npx skills add https://github.com/HR-AR/Project-Conductor --skill skill-generator-hr-ar

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires npm.

What problem does it solve?

This meta-skill automates the creation of new AI skills by identifying and learning from repetitive user workflows. It eliminates the need for users to repeatedly explain the same process, transforming recurring instructions into reusable, self-improving skills, thus saving time and reducing cognitive load.

Core Features & Use Cases

  • Pattern Detection: Automatically identifies repetitive user requests or detailed workflow explanations.
  • Skill Auto-Generation: Creates new, self-contained skills (e.g., for API documentation lookup or analysis methodologies) after a defined threshold of similar requests.
  • User Confirmation & Refinement: Confirms skill creation with the user and allows for easy refinement.
  • Use Case: If you repeatedly ask the AI to "analyze this BRD" following the same steps, this skill will detect the pattern, create a dedicated "BRD Analysis" skill, and automatically invoke it for future similar requests, freeing you from detailing the steps every time.

Quick Start

Explain a workflow you often repeat, like "When I ask to summarize a meeting, first identify action items, then list decisions, then note open questions."

Frequently Asked Questions about skill-generator

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

FAQPage Schema
How do I stop repeating the same workflow explanations to AI?

Pattern detection automatically identifies when you explain similar workflows repeatedly, then generates a reusable skill that triggers for future matching requests. This eliminates restating the same steps and saves time by automating skill creation from detected repetition.

How does automated skill generation from workflows work?

When you repeat a workflow explanation beyond a set threshold, the system extracts the pattern, creates a standardized SKILL.md file in Anthropic format with gerund naming, and stores it at .claude/skills/auto-[intent]-[id]/SKILL.md for automatic invocation on similar requests.

Can I refine or customize skills after they're automatically created?

Yes. The skill-generator confirms creation with you before finalizing and provides refinement options, allowing you to adjust generated skills to match your exact workflow needs and preferences.

What happens when I explain a repetitive task like analyzing a BRD multiple times?

The skill detects the repetition pattern across your BRD analysis requests, auto-generates a dedicated "BRD Analysis" skill capturing your steps, then invokes it automatically for future similar requests without requiring you to re-explain the workflow.

What format and structure do auto-generated skills follow?

Auto-generated skills follow Anthropic's official SKILL.md standard with YAML metadata (name and description under 500 lines), gerund-form naming conventions, and are stored in .claude/skills/ with progressive disclosure for clarity and reusability.

Does skill generation require any dependencies or setup?

Skill generation requires npm as a dependency for workflow management and standardization. No additional components are needed; the meta-skill handles pattern detection and file generation automatically after detection thresholds are met.