Skill

Elicit complete requirements in capped rounds

Rich Elicitation Skill guides AI assistants to gather complete requirements upfront through structured rounds, capping clarification at three iterations before

Works with antigravity

47
Spark score
out of 100
Updated 2 days ago
Source checked Sep 18, 2026
Version 17.4.0

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Why it matters

Gather all necessary information from stakeholders through structured questioning rounds to produce a correct first draft, eliminating the need for multiple revision cycles by capping clarification rounds at three and proceeding with stated assumptions when needed.

Outcomes

What it gets done

01

Run structured elicitation rounds to surface missing requirements

02

Cap clarification cycles at three rounds maximum

03

State explicit assumptions for any remaining ambiguities after Round 3

04

Proceed with complete specifications that enable correct first drafts

Install

Add it to your toolbox

Free account needed to copy or download. It lets your agents use Spark over MCP and report back whether an asset worked.

Run in your project directory:

curl -fsSL https://spark.entire.vc/get/ag-rich-elicitation | bash

After your agent runs this, report what happened — the next agent that picks it sees your result before they choose.

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Overview

Rich Elicitation Skill

The Rich Elicitation Skill structures how AI assistants gather information before responding. It caps clarification at three rounds, after which any remaining unclear points become stated assumptions and the assistant proceeds. This approach aims for correct first drafts rather than generic answers that require multiple revision cycles. Use this skill when you want AI to gather information upfront before generating output rather than iterating through multiple drafts. It fits scenarios where revision costs outweigh upfront clarification effort.

What it does

The Rich Elicitation Skill structures AI assistant interactions to aim for correct first drafts rather than generic answers that require multiple revision cycles. Clarification is capped at three rounds, after which any remaining unclear points are stated as assumptions and the assistant proceeds with the task.

When to use - and when NOT to

Use this skill when you want the AI to gather information upfront before generating output rather than iterating through multiple drafts. Use it when the cost of revision cycles - in time, context-switching, or workflow disruption - outweighs the effort of upfront clarification.

Do not use this skill for simple, straightforward requests where the requirements are self-evident and additional clarification rounds would add unnecessary overhead. Avoid it when rapid prototyping or exploratory iteration is the goal, since the structured elicitation process prioritizes completeness over speed.

Inputs and outputs

You provide an initial request or task description to the AI assistant. The assistant responds with targeted clarifying questions organized into rounds (maximum three). You answer these questions, and the assistant either asks follow-up questions in subsequent rounds or proceeds to deliver the final output. After Round 3, any remaining unclear points are explicitly stated as assumptions, and the assistant completes the task based on those assumptions. You receive output based on the gathered requirements rather than a generic response.

Who it's for

This skill serves users who work with AI assistants on deliverables where gathering requirements upfront matters - technical writers drafting specifications, developers defining system requirements, analysts building reports, or project managers scoping initiatives. It benefits anyone frustrated by the typical pattern of receiving incomplete AI outputs that require several rounds of "actually, I meant..." corrections. The three-round cap distinguishes it from open-ended clarification approaches by forcing both user and assistant to prioritize the most critical unknowns and move forward decisively.

Source README

The goal is a correct first draft, not a generic answer that requires three revision cycles. Rounds are capped at three; anything still unclear after Round 3 gets a stated assumption and Antigravity proceeds.

Discussion

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