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Works with the AI tools you already use
skill miner
by Joeri Brons
Analyzes your agent conversation history to find and automate your most frequent recurring tasks.
Free
See it in action
You say
Look at what I have been doing in Cursor and Claude Code over the last few months and make skills for the tasks I repeat most.
Your agent does
I found 412 requests across your history. After clustering, I have identified 'Feature Documentation' and 'PR Security Review' as your top repetitions. I have generated two .skill files for you: doc-gen.skill and security-audit.skill. Shall I build the third candidate?
About this skill
The problem
Your agent history is a goldmine of patterns you do not notice. You repeat the same instructions, corrections, and context every day, wasting tokens and time re-explaining your preferences.
What it does
- Scans local history from over 20 different AI agents to find recurring requests.
- Redacts sensitive data including credentials and emails before analysis.
- Clusters thousands of requests into distinct tasks using lexical analysis and human-in-the-loop scoring.
- Generates three ready-to-install .skill files based on your specific historical preferences.
- Produces a detailed report on three additional automation candidates for future development.
Frameworks & tools
Python 3, SQLite, Claude Code, Cursor, and various local agent storage formats.
Why this beats prompting it yourself
Manual prompts are based on what you remember, which is often biased toward recent tasks. This tool uses cold data to identify high-friction repetitions you have become blind to, ensuring your skills handle the specific edge cases you have historically encountered.
Use cases
- Bootstrap a personalized skill library based on your actual work habits.
- Audit a team's agent usage to identify common bottlenecks.
- Turn a complex, multi-step workflow into a single, standardized agent command.
- Migrate your working preferences between different AI tools and agents.
Known limitations
Analysis requires at least 40 requests to be meaningful. It cannot access cloud-only history that is not mirrored to local disk.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
Reviews
13 people have installed this skill.
This is an unusually thoughtful approach to turning repeated agent work into reusable skills. On synthetic history, the local scripts removed my test email, token, and card number, extracted the requests, produced an inspectable digest, and validated a sample skill without network access. I especially appreciated the consent-first design and the clear reminder that the clusters are raw material for human judgment.
More reviews for Joeri Brons5.0(3)
Feedback buyers left on other skills by the same creator.
Trust & safety
Security scanned
Verified clean 18 days ago
- Free to download with an account
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