skill-discovery

Scan for auto-generated skills matching a user's current task and rank them by relevance.

Updated Apr 19, 2026
One-click install
npx skills add https://github.com/Bizarre-Industries/Helling --skill skill-discovery-bizarre-industries
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-discovery
Source: https://github.com/Bizarre-Industries/Helling/tree/main/.claude/skills/skill-discovery
Command: npx skills add https://github.com/Bizarre-Industries/Helling --skill skill-discovery-bizarre-industries

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This capability helps users leverage previously learned workflows by automatically identifying and proposing relevant skills when a task matches known patterns.

Core Features & Use Cases

  • Auto-skill discovery across user tasks
  • Reusable workflow suggestions
  • Load-on-demand with user confirmation

Quick Start

Ask me to discover matching auto-generated skills and present options for loading.

Frequently Asked Questions about skill-discovery

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

FAQPage Schema
How do I discover relevant automation skills for repeatable workflows?

Yes, you can reuse previously learned workflows by matching your current task against known patterns. The discovery script ranks candidate skills by relevance and offers them for on-demand loading with user confirmation.

How does auto-skill discovery match my current task to existing patterns?

Auto-skill discovery scans for candidate skills and ranks them by relevance to your current multi-step workflow. It then returns a load-ready representation for you to confirm and load on demand.

Do I need to manually load discovered skills into my workflow?

No, the discovery script returns a load-ready representation of relevant skills, which you can accept or decline. This load-on-demand mechanism requires user confirmation before integrating the reusable automation.

Can I reuse learned skills across different multi-step workflows?

Yes, you can reuse learned skills across multi-step workflows and repeatable patterns. The discovery capability identifies matching prior automations and offers them for load-on-demand when a task matches known patterns.

When should I avoid using auto-skill discovery for my automation tasks?

Avoid auto-skill discovery for non-repeatable or single-step tasks. It relies on identifying multi-step workflows and repeatable patterns where prior automations exist, specifically designed for load-on-demand reuse.