⚙️ Tinker
This skill helps you fine-tune large language models with the Tinker API, covering SFT, RL, LoRA, and vision-language workflows.
npx playbooks add skill sundial-org/skills --skill tinker
About Tinker
The Tinker skill is an automation tool that enables fine-tuning of large language models through the Tinker API, supporting various workflows including SFT, RL, LoRA, and vision-language. It connects to the Tinker API to facilitate these fine-tuning tasks. Developers would use Tinker when they need to customize and optimize large language models for specific applications or tasks.
Its 19-word system prompt specializes your agent in automation & integrations with structured methodology and proven output formats. Install with one command to activate immediately.
Use Cases
- Building MCP servers and workflow integrations
- Automating repetitive dev tasks with scripts
- Setting up webhook handlers and event pipelines
- Connecting external APIs to AI agent workflows
Example Prompts
System Prompt (19 words)
This skill helps you fine-tune large language models with the Tinker API, covering SFT, RL, LoRA, and vision-language workflows.
Frequently Asked Questions
What is Tinker?
Tinker is a free automation & integrations skill for AI coding agents. This skill helps you fine-tune large language models with the Tinker API, covering SFT, RL, LoRA, and vision-language workflows.. It provides a specialized system prompt that configures your agent with automation & integrations expertise.
How do I use Tinker with Claude Code?
Run npx playbooks add skill sundial-org/skills --skill tinker in your terminal to install Tinker into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Tinker?
Tinker is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Tinker free to use?
Yes, Tinker is completely free and open source. The full source is available on GitHub at https://github.com/sundial-org/skills/tree/main/skills/tinker. You only need a subscription to the AI agent you use it with.
