From auto-skill
Searches for and offers to load auto-generated skills matching multi-step user tasks like search-and-fix, find-and-update, or read-and-edit workflows.
npx claudepluginhub matrixy/auto-skillThis skill uses the workspace's default tool permissions.
When the user requests a task that might match a previously learned workflow, search for relevant skills and offer to load them.
Observes Claude Code sessions to detect repeated workflow patterns (3+ occurrences) and proactively recommends relevant community skills from 27,000+ sources. Useful for automating common tasks via skills.
Checks for and loads relevant skills before starting tasks, new requests, beginning work, or implementation, enforcing skill-first discipline.
Discovers and installs agent skills via npx skills CLI for user requests like 'how do I do X' or 'find a skill for X' in domains like React, testing, or deployment.
Share bugs, ideas, or general feedback.
When the user requests a task that might match a previously learned workflow, search for relevant skills and offer to load them.
Use this skill when the user's request:
Do NOT use for:
Run the discovery script with the user's intent:
python scripts/discover_skill.py "<2-4 word summary of user's task>"
This outputs a formatted prompt showing:
Show the discovery output to the user. Wait for their response.
python scripts/discover_skill.py "<same query>" --auto-load
This outputs the full skill content with clear delimiters. Display it directly - the formatted output contains the instructions you should follow.
The skill content between the ====== delimiters contains your instructions. Follow them to complete the user's task.
Proceed with the task normally using your standard approach.
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]