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.
How this skill is triggered — by the user, by Claude, or both
Slash command
/auto-skill:skill-discoveryThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
When the user requests a task that might match a previously learned workflow, search for relevant skills and offer to load them.
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]
npx claudepluginhub matrixy/auto-skillObserves 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.
Searches local, marketplace, GitHub, and web sources for existing Claude Code skills before creating new ones. Prevents duplication by ranking candidates by relevance and prompting user to use, fork, or create.
Checks for and loads relevant skills before starting tasks, new requests, beginning work, or implementation, enforcing skill-first discipline.