Vibe Index
🎯

skill-discovery

🎯Skill

from matrixy/auto-skill

VibeIndex|
What it does

Automatically searches for and offers to load pre-learned workflow skills that match complex, multi-step user tasks.

skill-discovery

Installation

PythonRun Python server
python scripts/discover_skill.py "<2-4 word summary of user's task>"
PythonRun Python server
python scripts/discover_skill.py "<same query>" --auto-load
πŸ“– Extracted from docs: matrixy/auto-skill
Need more details? View full documentation on GitHub β†’
3Installs
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AddedFeb 4, 2026
View on GitHubBack to Skills

Skill Details

SKILL.md

Search for and offer to load auto-generated skills that match the user's current task. Use when the user's request might benefit from a previously learned workflow pattern - especially multi-step tasks like "search and fix", "find and update", "read and edit".

Overview

# Auto-Skill Discovery

When the user requests a task that might match a previously learned workflow, search for relevant skills and offer to load them.

When to Invoke This Skill

Use this skill when the user's request:

  • Involves multiple steps (search + edit, read + modify, find + fix)
  • Sounds like a repeatable workflow
  • Mentions patterns like "the usual way" or "like before"
  • Could benefit from a structured approach

Do NOT use for:

  • Simple single-step tasks
  • Questions or explanations
  • Tasks the user wants done a specific way

Instructions

Step 1: Discover matching skills

Run the discovery script with the user's intent:

```bash

python scripts/discover_skill.py "<2-4 word summary of user's task>"

```

This outputs a formatted prompt showing:

  • Best matching skill name and confidence
  • What the skill does
  • How it runs (inline vs isolated)
  • A question asking if user wants to load it

Step 2: Present to user

Show the discovery output to the user. Wait for their response.

Step 3: If user approves, load the skill

```bash

python scripts/discover_skill.py "" --auto-load

```

This outputs the full skill content with clear delimiters. Display it directly - the formatted output contains the instructions you should follow.

Step 4: Follow the loaded skill

The skill content between the ====== delimiters contains your instructions. Follow them to complete the user's task.

Step 5: If user declines or no match

Proceed with the task normally using your standard approach.

Example Flow

```

User: "Find all the TODO comments and update them"

You: [Run discover_skill.py "find update todos"]

Output:

## Skill Discovery

I found an auto-generated skill that matches your task:

search-and-fix-workflow (confidence: 85%)

> Search for issues in codebase and fix them systematically

Would you like me to load this skill?

User: "Yes"

You: [Run discover_skill.py "find update todos" --auto-load]

Output:

======================================

SKILL LOADED: search-and-fix-workflow

...instructions...

======================================

You: [Follow those instructions to complete the task]

```