> 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/starter-prompts.md).

# Starter prompts

Copy a prompt into your connected assistant and replace bracketed names with your own resources. The assistant should discover IDs and schemas for your account. You do not need to translate the request into tool arguments yourself.

Start with a read-only request to confirm access. Prompts that create, save, publish, or run a resource state that action explicitly.

| Prompt                                                                                                             | When to use it                                                                                               |
| ------------------------------------------------------------------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------ |
| [Explore my workspace](/stackai-mcp/starter-prompts/explore-my-workspace.md)                                       | Confirm access and find the correct project before making changes.                                           |
| [Explain a workflow](/stackai-mcp/starter-prompts/explain-a-workflow.md)                                           | Understand a workflow before you change or run it.                                                           |
| [Find an answer in company knowledge](/stackai-mcp/starter-prompts/find-an-answer-in-company-knowledge.md)         | Answer a question from material in an accessible knowledge base.                                             |
| [Discover an integration](/stackai-mcp/starter-prompts/discover-an-integration.md)                                 | Check which actions and authorized accounts can support your task.                                           |
| [Create a simple published project](/stackai-mcp/starter-prompts/create-a-simple-published-project.md)             | Create a new text workflow when you are ready for it to have a published version.                            |
| [Improve an existing draft](/stackai-mcp/starter-prompts/improve-an-existing-draft.md)                             | Revise existing instructions while keeping the live published workflow unchanged.                            |
| [Preview a precise change](/stackai-mcp/starter-prompts/preview-a-precise-change.md)                               | Review the effect of a small change before saving it.                                                        |
| [Run a reviewed workflow with a document](/stackai-mcp/starter-prompts/run-a-reviewed-workflow-with-a-document.md) | Use a reviewed published workflow to process a file. Your client must be able to access and upload the file. |
| [Diagnose failures without rerunning](/stackai-mcp/starter-prompts/diagnose-failures-without-rerunning.md)         | Investigate an existing failure without repeating its external actions.                                      |
| [Add a reusable skill to a draft](/stackai-mcp/starter-prompts/add-a-reusable-skill-to-a-draft.md)                 | Reuse an existing skill on a selected workflow step.                                                         |
| [Review a skill version before restoring](/stackai-mcp/starter-prompts/review-a-skill-version-before-restoring.md) | Understand the effect of a restoration before changing a live skill.                                         |
| [Build an evaluation set](/stackai-mcp/starter-prompts/build-an-evaluation-set.md)                                 | Prepare meaningful cases before creating evaluation resources or paying for execution.                       |
| [Run an approved experiment](/stackai-mcp/starter-prompts/run-an-approved-experiment.md)                           | Execute a reviewed set of cases against a selected published version.                                        |
| [Review production monitoring](/stackai-mcp/starter-prompts/review-production-monitoring.md)                       | See whether live monitoring has enough coverage and whether scores are changing.                             |
| [Review an audit window](/stackai-mcp/starter-prompts/review-an-audit-window.md)                                   | Review a defined period of organization activity. You need audit-read permission.                            |

Need to follow the individual calls? Use [Workflow recipes](/stackai-mcp/workflow-recipes.md).


---

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