About

Imported from davila7/claude-code-templates (cli-tool/components/skills/ai-research/fine-tuning-unsloth/SKILL.md) via skills.sh. Install upstream with npx skills add davila7/claude-code-templates --skill fine-tuning-unsloth. Copyright stays with the author (MIT).

Unsloth Skill

Name: unsloth
Author: davila7

Comprehensive assistance with unsloth development, generated from official documentation.

When to Use This Skill

This skill should be triggered when:

Working with unsloth
Asking about unsloth features or APIs
Implementing unsloth solutions
Debugging unsloth code
Learning unsloth best practices

Quick Reference

Common Patterns

Quick reference patterns will be added as you use the skill.

Reference Files

This skill includes comprehensive documentation in references/:

llms-txt.md - Llms-Txt documentation

Use view to read specific reference files when detailed information is needed.

Working with This Skill

For Beginners

Start with the getting_started or tutorials reference files for foundational concepts.

For Specific Features

Use the appropriate category reference file (api, guides, etc.) for detailed information.

For Code Examples

The quick reference section above contains common patterns extracted from the official docs.

Resources

references/

Organized documentation extracted from official sources. These files contain:

Detailed explanations
Code examples with language annotations
Links to original documentation
Table of contents for quick navigation

scripts/

Add helper scripts here for common automation tasks.

assets/

Add templates, boilerplate, or example projects here.

Notes

This skill was automatically generated from official documentation
Reference files preserve the structure and examples from source docs
Code examples include language detection for better syntax highlighting
Quick reference patterns are extracted from common usage examples in the docs

Updating

To refresh this skill with updated documentation:

Re-run the scraper with the same configuration
The skill will be rebuilt with the latest information

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

yaml

targets:
  - https://api.opensmartroute.ai/api/v1/registry/davila7-claude-code-templates-fine-tuning-unsloth/manifest   # or paste the manifest below

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

davila7-claude-code-templates-fine-tuning-unsloth.ocm.jsonjson

{
  "ocm": "1",
  "id": "davila7-claude-code-templates-fine-tuning-unsloth",
  "kind": "skill",
  "name": "unsloth",
  "description": "Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization",
  "publisher": "davila7",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "math"
    ],
    "tags": [
      "skill-md",
      "fine-tuning",
      "unsloth",
      "fast-training",
      "lora",
      "qlora",
      "memory-efficient",
      "optimization",
      "llama",
      "mistral"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization"
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "skills.sh",
      "repository": "https://github.com/davila7/claude-code-templates",
      "path": "cli-tool/components/skills/ai-research/fine-tuning-unsloth/SKILL.md",
      "ref": "HEAD",
      "url": "https://www.skills.sh/davila7/claude-code-templates/unsloth",
      "key": "davila7/claude-code-templates/cli-tool/components/skills/ai-research/fine-tuning-unsloth/SKILL.md"
    },
    "license": "MIT"
  },
  "instructions": "# Unsloth Skill\n\nComprehensive assistance with unsloth development, generated from official documentation.\n\n## When to Use This Skill\n\nThis skill should be triggered when:\n- Working with unsloth\n- Asking about unsloth features or APIs\n- Implementing unsloth solutions\n- Debugging unsloth code\n- Learning unsloth best practices\n\n## Quick Reference\n\n### Common Patterns\n\n*Quick reference patterns will be added as you use the skill.*\n\n## Reference Files\n\nThis skill includes comprehensive documentation in `references/`:\n\n- **llms-txt.md** - Llms-Txt documentation\n\nUse `view` to read specific referenc",
  "cost": {
    "context_tokens": 477
  }
}

Fetch it by URL: GET /api/v1/registry/davila7-claude-code-templates-fine-tuning-unsloth/manifest?version=1.0.0

Reviews

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