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.