design-impact-reporting

design-impact-reporting is a skill for Claude Code from Owl-Listener/designer-skills. It costs 44 tokens per session (974 once invoked), scanned A, original, MIT.

A guide for explaining how design work affects users and business results. It connects user measures, such as task completion, with business measures, such as conversion or retention.

In plain words
What is it for?
Use it to prepare reports for leaders and project partners, connect design decisions to measurable outcomes, and build evidence of design impact over time.
Why use it?
Design results are often shared with marketing, pricing, or engineering, so its contribution can be hard to separate. This helps report evidence honestly without treating design as only visual work.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the design-ops plugin — 9 skills, 3 commands shipped together

Good fit Use it to prepare reports for leaders and project partners, connect design decisions to measurable outcomes, and build evidence of design impact over time.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/owl-listener/designer-skills/design-impact-reporting
About the project

Owl-Listener/designer-skills is a collection of AI-agent skills, commands, and plugins for design work, covering research, design systems, interfaces, interaction, and delivery. Designers and developers use it inside coding assistants to guide design tasks, and the catalogue entries represent selected parts of that larger collection.

Owl-Listener/designer-skills · 2,619 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Owl-Listener/designer-skills --skill design-impact-reporting
Clone the repo
git clone --depth 1 https://github.com/Owl-Listener/designer-skills

Made for: Claude Code.

Or install design-ops, the plugin that ships this one along with the rest of its 9 skills, 3 commands.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for design-impact-reporting

README.md
[![agentmods](https://agentmods.dev/badge/skills/owl-listener/designer-skills/design-impact-reporting/github.svg)](https://agentmods.dev/skills/owl-listener/designer-skills/design-impact-reporting)
Your own site
<a href="https://agentmods.dev/skills/owl-listener/designer-skills/design-impact-reporting"><img src="https://agentmods.dev/badge/skills/owl-listener/designer-skills/design-impact-reporting/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for design-impact-reporting

Your own site · 80×15
<a href="https://agentmods.dev/skills/owl-listener/designer-skills/design-impact-reporting"><img src="https://agentmods.dev/badge/skills/owl-listener/designer-skills/design-impact-reporting.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 44 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 974 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 6 May 2026
  • Snyk pass 6 May 2026
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00044 $0.00974
Opus 5 $0.00022 $0.00487
Sonnet 5 $0.00009 $0.00195
Haiku 4.5 $0.00004 $0.00097

Measured 12d ago against content hash cfd0887d7da4, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

design-impact-reporting scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

design-ops/skills/design-impact-reporting/SKILL.md · 89 lines

How it starts

The opening of the file, as written. The whole thing — 89 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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

Read the full file on GitHub · 89 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 89 lines · 44 tokens per session scan A cfd0887d7da4

Subscribe to this mod's changes

design-impact-reporting is a skill published in the GitHub repository Owl-Listener/designer-skills (2,619 stars, last pushed 6d ago), licensed MIT. It adds 44 tokens to every session and 974 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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