Ask Spara AI

An AI assistant built into the editor that helps you analyze, debug, and improve a channel's prompt.

Ask Spara AI is an AI assistant built into the Spara platform that helps you understand and improve your channels. Ask it questions about your prompt, and it responds with analysis, specific line citations from your instructions, and edits you can apply with a single click, without leaving the editor.

Ask Spara AI in the editor's right-hand panel.

Where to find it

Ask Spara AI is available in two places:

In the Chat editor: accessible in the right-hand panel. Toggle between the Testing interface and Ask Spara AI using the tab at the top of the panel. This lets you read and edit the prompt on the left while getting AI feedback on the right.

In the Phone test panel: the Phone channel has a dedicated Ask Spara AI tab in its test panel, alongside the other testing options. This gives you prompt analysis in the same place you test calls.

What you can ask

Ask Spara AI can answer questions across several categories:

Diagnosing behavior

• "Why did it respond this way?" references the most recent test conversation
• "Find examples in the test conversation where it didn't follow the prompt"
• "Review the tools configured on this channel"

Auditing the prompt

• "Check for conflicting instructions"
• "Are there any gaps in how I've handled objections?"
• "Summarize the instructions"

Improving the prompt

• "How do I make it respond with shorter, friendlier sentences?"
• "Rewrite the qualification section to be more direct"
• "Add instructions for handling pricing questions"

How edits work

When Ask Spara AI suggests a change to your prompt, it shows an edit card: a diff-style preview of the proposed change alongside the relevant section of your prompt. Click Apply to accept the edit directly into your draft. You can accept or dismiss each suggestion independently.

Applying an edit does not publish the channel; it saves to your draft. Review the result in the testing interface, then publish when you're satisfied.

FAQ

Does Ask Spara AI have access to my lead conversations?

In the editor, Ask Spara AI has access to the active test conversation on the right-hand panel. It uses that context when you ask questions like "why did it say that?" For real lead conversations, Ask Spara AI does not have access; it works from the prompt and the test session only.

Can I ask it to rewrite the whole prompt?

Yes, but starting with targeted questions generally produces better results. Ask it to audit a specific section, apply the edit, test the result, and repeat, rather than requesting a full rewrite in one go.

Are Ask Spara AI conversations saved?

The Ask Spara AI conversation is session-based and resets when you navigate away from the editor. Your applied edits are saved to the draft, but the chat history is not.