fine-tuning-expert
π―Skillfrom jeffallan/claude-skills
Guides developers through best practices, strategies, and technical considerations for effectively fine-tuning large language models across different domains and use cases.
Installation
npx skills add https://github.com/jeffallan/claude-skills --skill fine-tuning-expertSkill Details
Overview
Quick Start
Get started in minutes with our [Quick Start Guide](QUICKSTART.md).
TL;DR:
```bash
/plugin marketplace add jeffallan/claude-skills
```
then
```bash
/plugin install fullstack-dev-skills@jeffallan
```
> New: Use /common-ground to surface and validate Claude's assumptions about your project before starting work. Add --graph to visualize the reasoning structure as a mermaid diagram.
> Note: The [Project Workflow Commands](#project-workflow-commands) require an Atlassian MCP server for Jira and Confluence integration. See the [Atlassian MCP Setup Guide](docs/ATLASSIAN_MCP_SETUP.md) for configuration instructions.
Architecture
Progressive Disclosure Pattern
Each skill follows this structure:
```
skills/react-expert/
βββ SKILL.md # Lean core (80 lines)
β βββ Role definition
β βββ When to use
β βββ Core workflow
β βββ Routing table # Points to references
βββ references/ # Loaded on-demand
βββ server-components.md # RSC patterns
βββ react-19-features.md # use() hook, actions
βββ state-management.md # Context, Zustand, Redux
βββ hooks-patterns.md # Custom hooks, optimization
βββ performance.md # memo, lazy, virtualization
βββ testing-react.md # Testing Library patterns
```
How It Works:
- Skill loads with minimal context (~80 lines)
- Claude reads the routing table
- Loads specific references only when context requires
- 50% faster initial responses, surgical precision when needed
Project Structure
```
claude-skills/
βββ .claude-plugin/
β βββ plugin.json # Plugin metadata
β βββ marketplace.json # Marketplace configuration
βββ skills/ # 65 specialized skills
β βββ react-expert/
β β
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