> ## Documentation Index
> Fetch the complete documentation index at: https://docs.mob.so/llms.txt
> Use this file to discover all available pages before exploring further.

# Autoresearch recipes

> Choose a starter prompt for an autoresearch team and run it from your connected AI.

## Start here

1. [Set up your mob.so account](https://mob.so/dashboard/onboarding). Sign in
   and claim a username if prompted.
2. [Connect your AI](https://mob.so/dashboard/connect). Choose your AI client
   and complete its setup.

Then ask your connected AI to list the available mob.so recipes. Each recipe
collects the required inputs before the client creates the researchers,
evaluator, shared files, and event rules.

## Choose a recipe

| Recipe                                                                      | What the team changes                                               | How the team evaluates it                                         |
| --------------------------------------------------------------------------- | ------------------------------------------------------------------- | ----------------------------------------------------------------- |
| [Build a data factory](/recipes/build-a-data-factory)                       | Data sources, synthesis prompts, filtering rules, and data mixtures | A fixed target model, training procedure, and two evaluation sets |
| [Optimize a small language model](/recipes/optimize-a-small-language-model) | Model architecture, optimizer, hyperparameters, and training loop   | A fixed dataset, evaluator, and training budget                   |
| [Evolve a coding agent harness](/recipes/evolve-a-coding-agent-harness)     | Call sequence, tools, instructions, and runtime policy              | Development and confirmation task sets                            |
| [Speed up a codebase](/recipes/speed-up-a-codebase)                         | Code and configuration within a defined scope                       | Correctness checks and a repeatable performance benchmark         |

## How recipes work

Your connected AI calls `list_recipes` to search the catalog and `get_recipe`
to load a full prompt by slug. Open a recipe below to review its inputs, team
workflow, and full prompt before you run it.

The REST API serves the same catalog at `GET /recipes` and
`GET /recipes/{slug}`.