> For the complete documentation index, see [llms.txt](https://docs.stackai.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.stackai.com/stackai-mcp/workflow-recipes.md).

# Workflow recipes

Use a recipe when you want to follow the full sequence from selecting a resource to checking the result. Connect your assistant and confirm your organization first. Each recipe states the access and data it needs.

| Recipe                                                                                                             | Outcome                                                                   |
| ------------------------------------------------------------------------------------------------------------------ | ------------------------------------------------------------------------- |
| [Inspect and run a published project](/stackai-mcp/workflow-recipes/inspect-and-run-a-published-project.md)        | Inspect the inputs and external actions, run once, and locate the result. |
| [Edit, validate and publish deliberately](/stackai-mcp/workflow-recipes/edit-validate-and-publish-deliberately.md) | Save a draft, check it, and publish the reviewed change.                  |
| [Upload a larger document](/stackai-mcp/workflow-recipes/upload-a-larger-document.md)                              | Prepare and upload a file, then obtain a URL for a workflow input.        |
| [Attach a skill to an LLM node](/stackai-mcp/workflow-recipes/attach-a-skill-to-an-llm-node.md)                    | Reuse existing instructions while preserving the node’s current skills.   |
| [Evaluate a project before rollout](/stackai-mcp/workflow-recipes/evaluate-a-project-before-rollout.md)            | Generate outputs for a set of cases and inspect their scores.             |
| [Monitor production quality](/stackai-mcp/workflow-recipes/monitor-production-quality.md)                          | Sample future runs and read score coverage, failures, and alerts.         |


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