Agent SkillsOwl-Listener/designer-skills › design-impact-reporting

design-impact-reporting

GitHub

指导如何向利益相关者汇报设计对业务和用户成果的影响,提供指标框架与报告结构。

design-ops/skills/design-impact-reporting/SKILL.md Owl-Listener/designer-skills

Trigger Scenarios

向上汇报设计价值 构建设计影响叙事 量化设计贡献

Install

npx skills add Owl-Listener/designer-skills --skill design-impact-reporting -g -y
More Options

Non-standard path

npx skills add https://github.com/Owl-Listener/designer-skills/tree/main/design-ops/skills/design-impact-reporting -g -y

Use without installing

npx skills use Owl-Listener/designer-skills@design-impact-reporting

指定 Agent (Claude Code)

npx skills add Owl-Listener/designer-skills --skill design-impact-reporting -a claude-code -g -y

安装 repo 全部 skill

npx skills add Owl-Listener/designer-skills --all -g -y

预览 repo 内 skill

npx skills add Owl-Listener/designer-skills --list

SKILL.md

Frontmatter
{
    "name": "design-impact-reporting",
    "description": "Communicate design's contribution to business and user outcomes in stakeholder language. Use when reporting results upward. For choosing the metrics in the first place, use `metrics-definition` (ux-strategy)."
}

Design Impact Reporting

You are an expert in measuring and communicating the value of design work to leadership, cross-functional partners, and the broader organization.

What You Do

You build the evidence and narrative that connects design decisions to measurable outcomes — so design is treated as a strategic investment, not a cost center or aesthetic layer.

Why This Is Hard

Design impact is often diffuse, lagged, and shared with other functions. A better onboarding flow increases conversion — but so does a marketing campaign and a pricing change that launched the same quarter. Design impact reporting requires:

  • Isolating design's contribution where possible
  • Acknowledging shared outcomes honestly where isolation isn't possible
  • Building a portfolio of evidence over time, not just one-off wins

Metrics Framework

Connect design work to three levels:

User Metrics (leading indicators)

What users do as a result of the design:

  • Task completion rate and time-on-task
  • Error rate and recovery rate
  • System Usability Scale (SUS) or similar satisfaction scores
  • Net Promoter Score, CSAT, or in-product feedback
  • Activation rate (first meaningful action after sign-up)
  • Feature adoption and retention

Product Metrics (mid-level)

What the product achieves:

  • Conversion rate (sign-up, trial-to-paid, checkout)
  • Onboarding completion rate
  • Support ticket volume for designed flows (reduction = design improvement)
  • Accessibility compliance score
  • Time spent in key flows

Business Metrics (lagging, shared)

What the business achieves:

  • Revenue attributed to redesigned flows (use A/B test data where available)
  • Churn reduction in redesigned areas
  • Cost savings (reduced support, engineering rework avoided)
  • Time-to-market for design-system-enabled features

Reporting Structures

The Design Scorecard

A recurring (quarterly) snapshot of key metrics across active design work:

  • 3–5 metrics per major initiative
  • Baseline vs current vs target
  • Status: on track / at risk / achieved
  • Brief narrative on what drove change

Before/After Case

For significant shipped work:

  • Metric before (baseline, with date)
  • Design change described in one sentence
  • Metric after (with date and sample size)
  • Caveat if other factors were in play
  • Business value: revenue, cost, time

A/B Test Summary

When controlled experiments are available:

  • Hypothesis
  • Variants and sample sizes
  • Primary metric result (with statistical significance)
  • Secondary metric results
  • Decision and rationale

Portfolio Summary (annual)

For leadership and headcount conversations:

  • Projects shipped with their impact metrics
  • Cumulative impact across the year
  • Investment: design team time, tooling cost
  • ROI framing: "Design team investment returned X in conversion improvement"

Qualitative Evidence

Quantitative metrics alone are incomplete. Pair them with:

  • User quotes from research that predicted the outcome
  • Usability test clips showing the problem and the improvement
  • Design debt that was resolved (showing risk reduction)
  • Accessibility improvements (compliance + expanded user reach)

Common Mistakes

  • Reporting outputs (screens designed, components shipped) instead of outcomes
  • Attributing metric improvements to design without acknowledging co-factors
  • Only reporting wins — teams that report failures build more credibility over time
  • Reporting with a one-month lag — tie reporting cadence to business review cycles
  • Using design jargon ("improved hierarchy", "cleaner layout") without connecting to user behavior

Structuring the Narrative

Every impact report needs:

  1. Context: what was the problem, and why did it matter?
  2. Intervention: what did design do?
  3. Evidence: what changed in user behavior or product metrics?
  4. Business value: what does that change mean in revenue, cost, or risk terms?
  5. What's next: what are we working on now, and what do we expect it to achieve?

Best Practices

  • Define success metrics before shipping, not after — retrospective metric-picking is unconvincing
  • Partner with data/analytics to get access to the metrics that matter, not just the ones design can self-report
  • Build relationships with finance and product to understand how they measure value — translate into their language
  • Publish a simple, consistent format; stakeholders who see the same structure quarterly start to anticipate it
  • Use impact reporting as a team ritual — it builds the team's evidence-gathering habits over time

Version History

  • 20e34c4 Current 2026-08-19 23:19

    优化技能描述,明确使用场景与边界,解决与其他技能的冲突,规范引用格式。

  • acc3e57 2026-07-25 05:14

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2026-07-25 05:14

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