🐛 Unsloth
This skill provides expert guidance for fast fine-tuning with Unsloth, enabling 2-5x training speed and reduced memory usage.
npx playbooks add skill orchestra-research/ai-research-skills --skill unsloth
About Unsloth
Built for debugging workflows, Unsloth helps AI coding agents this skill provides expert guidance for fast fine-tuning with unsloth, enabling 2-5x training speed and reduced memory usage.
The 18-word prompt provides structured debugging guidance — covering detailed methodology and consistent output formats. Install it in one command.
Use Cases
- Systematically diagnosing production errors and crashes
- Tracing memory leaks and performance bottlenecks
- Debugging async race conditions and concurrency issues
- Root-cause analysis with structured logging
Example Prompts
System Prompt (18 words)
This skill provides expert guidance for fast fine-tuning with Unsloth, enabling 2-5x training speed and reduced memory usage.
Frequently Asked Questions
What is Unsloth?
Unsloth is a free debugging skill for AI coding agents. This skill provides expert guidance for fast fine-tuning with Unsloth, enabling 2-5x training speed and reduced memory usage.. It provides a specialized system prompt that configures your agent with debugging expertise.
How do I use Unsloth with Claude Code?
Run npx playbooks add skill orchestra-research/ai-research-skills --skill unsloth in your terminal to install Unsloth into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Unsloth?
Unsloth is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Unsloth free to use?
Yes, Unsloth is completely free and open source. The full source is available on GitHub at https://github.com/orchestra-research/ai-research-skills/tree/main/03-fine-tuning/unsloth. You only need a subscription to the AI agent you use it with.
