This Claude Code Skills Hack Changed How I Work (Autoresearch)
Skills:
AI Pair Programming60%
This video shows how to use a Claude Code skills hack called Autoresearch that automatically updates your skill markdown files.
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๐คซ Get my Claude Code Skills - https://claude-code-skills-stack.rdoser13.workers.dev/
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Related Videos:
- Claude Code Beginner's Guide: https://youtu.be/P_K8RYoCHgk?si=5Bgp4EZPM1yiU99N
- Claude Skills Tutorial: https://youtu.be/erkzROBDEFY?si=DYCSc7S40DxKnoLa
- How to Bypass Permissions in Claude Code: https://youtu.be/YMp6INxhL68?si=prABWbQKvxWHl2aZ
- Claude Code Playlist: https://youtube.com/playlist?list=PLzJwubkSKclNTmw6mlFegXUd27ogkiwb-&si=IHSEmWYvUvBfvM_1
๐ Video References:
- Karpathy Autoresearch Github Repo: https://github.com/karpathy/autoresearch
- Andrej Karpathy Interview: https://youtu.be/kwSVtQ7dziU?si=9fDecPj58hOlBFl5
๐ฌ Prompt Example:
"Use my Skill Creator Skill to create a new Skill markdown file called โAutoresearchโ based on a GitHub repository [INSERT GitHub Repo URL] that is a passive skill improvement system that runs silently during normal skill use. NOT user-invocable. This is an internal behavior directive. Claude evaluates every skill output against the skill's own rules, logs failure patterns, and automatically patches skills when 3+ similar failures accumulate. No dashboard, no test runs, real usage is the test suite."
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#claudecode #autoresearch #claudeskills #aiskills
โฐ Time Stamps:
0:00 Intro
1:06 What Is Autoresearch (Karpathy)
1:55 Setting Up in VS Code
2:43 Prompting Claude Code to Create the Skill
3:24 Reviewing the Auto Research Skill File
4:30 Customizing for Your Top Workflows
5:38 Real Example: Email Newsletter Skill
6:45 When to Expand to All Skills
7:11 Final Thoughts
Affi
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Chapters (9)
Intro
1:06
What Is Autoresearch (Karpathy)
1:55
Setting Up in VS Code
2:43
Prompting Claude Code to Create the Skill
3:24
Reviewing the Auto Research Skill File
4:30
Customizing for Your Top Workflows
5:38
Real Example: Email Newsletter Skill
6:45
When to Expand to All Skills
7:11
Final Thoughts
๐
Tutor Explanation
DeepCamp AI