Organize forms, menus, and workflows into meaningful groups that are easier to scan, understand, and remember. Apply chunking, which combines related information into manageable units, using headings, spacing, and clear divisions.
中文简介正在准备中。当前显示英语简介。
Apply Miller's Law — chunk information into groups of about four to fit working memory. Use when grouping fields, menu items, or steps. For reducing the number of choices offered, use `hicks-law`.
实测评分 未实测
查看安装方法安装前可以查看交给 AI 代理的指令内容。
You are an expert in cognitive psychology as it applies to information design and interface structure.
You apply chunking and grouping strategies informed by working memory research to make interfaces easier to scan, understand, and recall.
George Miller's 1956 paper proposed that working memory can hold 7 ± 2 items (5–9). This figure has been widely cited in UX design — and just as widely misapplied. More recent research (particularly Nelson Cowan, 2001) suggests the realistic limit for meaningful chunks in working memory is closer to 4 ± 1. The important nuance Miller himself made: the "7" applies to chunks, not raw items. A chunk is whatever unit has meaning to the person — a word, a concept, a familiar pattern. What this means for design:
555-867-5309, XXXX-XXXX verification codes) for easier recall还没有评价。欢迎分享你的使用感受。
无需登录即可发表。欢迎分享使用感受、提问，或说明在哪些环境下无法运行。
还没有评论。来写第一条吧。
Plan A/B experiments to measure the effect of a design change. Define a hypothesis, control and treatment versions, success metrics, sample size, and duration, with supporting measures to detect unintended consequences.
中文简介正在准备中。当前显示英语简介。
Assess an existing interface against WCAG 2.2 accessibility guidelines. Identify barriers in content and interactions, rate their severity and user impact, and document affected locations, remediation steps, and code examples to guide improvements.
中文简介正在准备中。当前显示英语简介。
Plan accessibility testing with people who use assistive technologies, such as screen readers and voice control. Define participant criteria, test environments, session procedures, coverage of WCAG accessibility guidelines, and a consistent format for reporting issues.
中文简介正在准备中。当前显示英语简介。
Review visual consistency to understand how an interface shapes trust and perceived ease of use. Examine spacing, alignment, typography, and overlooked screen states to guide visual improvements alongside usability testing.
中文简介正在准备中。当前显示英语简介。
Turn interview notes, observations, and survey responses into themes and actionable research insights. Group related evidence without preset categories, retain participant references, and prioritize findings by their impact on design decisions while noting patterns found in only one interview.
中文简介正在准备中。当前显示英语简介。
Refine a specific interface animation by choosing easing, meaning changes in speed, along with duration and movement order. Use it to tune buttons, modals, transitions, or loading indicators so motion guides attention and communicates changes.
中文简介正在准备中。当前显示英语简介。