Kiln-AIOfficial·10 Agent Skills Included

Kiln

Build, evaluate, and fine-tune AI products in one workbench

Builds complete AI products with evals, prompt optimization, RAG, fine-tuning, synthetic data, and multi-agent workflows in one place. Removes the need to stitch together separate tools for testing, tuning, and deploying AI tasks across 190+ models. Lets non-technical teammates rate outputs and add data through a desktop app while engineers ship the same tasks via an open Python library.

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npx skills add Kiln-AI/Kiln --all -g -y

Available:

Tells the AI agent how the monorepo is structured, which lint, test, and typecheck commands to run before finishing work, and which prompt files to load for each coding task.

All Skills in This Repository (10)

Pure Emerald Level Indicators

📦 In Repo

Kiln-AI

escalation-and-reply-tone

Determines when support tickets require human review and guides first-reply tone.

ticket-routing-playbook

Assigns owning teams and priority levels to inbound support tickets.

release-digest

Generate and post a Slack recap of merged PRs since the last release tag.

claude-maintain-models

Add new LLM models to Kiln's ml_model_list.py and open a tested pull request.

qa

Orchestrates multi-agent browser-driven QA passes over branches and PRs with severity-ranked reports.

playwright

Drive Kiln's web UI in a real browser and run its Playwright end-to-end test suite.

kiln-check-finetune-deprecation

Audit Kiln's fine-tunable model list for deprecated or unsupported base models across providers.

kiln-prerelease-check

Runs Kiln prerelease smoke tests and CI checks, then diagnoses failures into a report.

kiln-check-deprecation

Audit Kiln's model list for deprecated or sunset models across all providers.

kiln-add-model

Add LLM models to Kiln's registry and draft Discord release posts.

Official

Advanced

Frequently Asked Questions

FAQPage Schema

How to install Kiln?▼

Run `npx skills add Kiln-AI/Kiln --all -g -y` in your terminal to install all skills in this suite globally.

What is Kiln used for?▼

Kiln is a free workbench for building AI products: it covers evals, prompt optimization, RAG, fine-tuning, synthetic data generation, and agents in one tool.

Can non-developers use Kiln?▼

Yes. The desktop app for Mac, Windows, and Linux lets PMs, QA, and subject experts rate outputs and add training data without writing any code.

Does Kiln work offline or with my own API keys?▼

Yes. Kiln runs locally on your machine, accepts your own provider API keys, and can run fully offline with Ollama.

Which AI models does Kiln support?▼

Kiln has tested over 190 models across OpenAI, Anthropic, Gemini, Bedrock, Ollama, OpenRouter, Fireworks, Groq, and any OpenAI-compatible endpoint.