Ux Microcopy Audit logo

Ux Microcopy Audit

Organization
Uxcel-Lab
ux-microcopy-audit

Audit interface copy — labels, buttons, errors, empty states, tooltips, notifications, form hints — against UX-writing standards. Produces a severity-rated issue list with concrete rewrites. Use when reviewing UI copy for clarity, tone, and consistency, or as a validation step on any generated screen.

Overview

PublisherUxcel-Lab
Repositoryproduct-skills
Skill nameux-microcopy-audit
Stars
35
Forks
8
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by Uxcel-Lab on GitHub. Read the source before you install it.

Installation

Install the Ux Microcopy Audit AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/Uxcel-Lab/product-skills/tree/main/ux/audits/microcopy
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/Uxcel-Lab/product-skills.git /tmp/product-skills
mkdir -p .claude/skills
cp -r /tmp/product-skills/ux/audits/microcopy .claude/skills/ux-microcopy-audit
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Ux Microcopy Audit in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Ux Microcopy Audit on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Ux Microcopy Audit is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Microcopy Audit Skill

How this skill behaves (read first)

This is an evaluative skill — it reviews existing copy, auto-runs, and is built to be called as a validation step by generative skills (the ux-microcopy writer, plus typography, dashboard, onboarding, and component skills hand off here for their labels and messages).

It owns copy quality. Deliberate deferrals:

  • Manipulative copy (confirmshaming, fake urgency, guilt) → the dark-patterns audit owns intent; flag and route.
  • Copy accessibility specifics (alt text rules, screen-reader behavior) → the accessibility audit; this skill flags plain-language/clarity, defers the technical a11y mechanics.

Scope discipline. When invoked directly (the user named this audit), review only this concern — don't pull in sibling audits. It runs alongside other lenses only when an orchestrator (ux-design-review) or a generative skill calls it under docs/orchestration-policy.md, where it sits in Tier A — always-relevant, auto-runs. Explicit scope always wins.


What this skill changes vs. default behavior

By default, copy review is impressionistic ("sounds fine") and partial — it misses the hidden copy (error states, empty states) and never checks consistency across a flow. This skill forces:

  1. A content inventory — sweep all copy, including hidden states.
  2. Named criteria — clarity, concision, action-orientation, consistency, tone fit, inclusivity — not vibes.
  3. A rewrite for each finding, plus severity.
  4. A consistency pass across the whole flow, which single-screen review can't do.

The audit method (content inventory)

  1. Inventory the copy. List every piece of text in the flow/product — and don't miss hidden content: error messages, empty states, tooltips, confirmations, notifications.
  2. Evaluate against the criteria below. Capture screenshots/locations so fixes are easy to apply.
  3. Prioritize — one step at a time; lead with what costs users most.
  4. Recommend rewrites, not just flags.

The criteria — what to check and what a violation looks like

1. Clarity & plain language

Flag when: jargon or high-register words; ambiguous phrasing; copy that needs re-reading.

  • ❌ "Authentication credentials could not be validated."
  • ✅ "That password doesn't match. Try again or reset it."

2. Concision

Flag when: filler words, multi-sentence labels, saying in 20 words what 6 would carry.

3. Action-orientation & specificity

Flag when: generic labels ("OK", "Yes", "Submit", "Start"); CTAs that don't say what happens or why.

  • ❌ "Submit" → ✅ "Create account"

4. Consistency

Flag when: the same concept is named differently across the product ("scheduling" vs. "booking"), inconsistent button verbs, or platform-mismatched terms ("click" on mobile). One term per concept.

5. Tone fit

Flag when: the register is wrong for the moment — a joke on a payment error, cold/robotic copy on a welcome, hedging ("maybe") on a security action. Tone should match brand and moment.

6. Error & empty/success states

Flag when: errors state the problem but not the fix, blame the user, or use ALL-CAPS; empty states are blank instead of teaching the first action; success isn't acknowledged.

7. Inclusivity & clarity for all

Flag when: gendered pronouns where neutral works; non-descriptive links ("click here"/"More"); placeholder used as the only label. (Technical a11y → accessibility audit.)

8. Honesty

Flag when: confirmshaming, manufactured urgency, guilt, or confusing double-negatives. Note it and route to the dark-patterns audit for the intent classification.


Severity rating

SeverityMeaning
CriticalCopy blocks or misleads — an error with no path forward, a label that causes the wrong action, manipulative copy.
MajorReal friction — vague CTAs, jargon, inconsistent terms for the same concept, wrong tone in a sensitive moment.
MinorPolish — wordiness, a slightly off but understandable phrase.

Audit output format

## Microcopy Audit — [Screen / Flow]
Context: [product voice · audience · the moment]

### Critical
- [Location] "current copy" → "rewrite" — why. (Criterion)
### Major
- …
### Minor
- …
### Working well ✓
- …

**Consistency notes:** terms used inconsistently across the flow.
**Top 3 rewrites:** highest-impact fixes.

End with the consistency notes and top rewrites — those are what a calling generator or writer acts on.


How to run a good audit

  1. Inventory first, including hidden states — that's where the worst copy hides.
  2. Check consistency across the whole flow, not just each screen alone.
  3. Rewrite, don't just flag — show the better version.
  4. Match tone to the moment, not a single house style.
  5. Defer manipulation intent to dark-patterns and technical a11y to accessibility.

Common do/don't patterns

❌ Don't✅ Do
"The copy sounds fine"Inventory all copy (incl. hidden states); name criteria; rate severity
Review one screen in isolationCheck terminology consistency across the whole flow
Flag without fixingProvide the rewrite
Pass generic "OK/Submit" labelsFlag → verb + outcome
Miss error/empty statesAudit the hidden copy explicitly
Re-derive manipulation or a11y rulesRoute to dark-patterns / accessibility

Source lessons (Uxcel)

Frequently asked questions

What does the Ux Microcopy Audit AI skill do?

Audit interface copy — labels, buttons, errors, empty states, tooltips, notifications, form hints — against UX-writing standards. Produces a severity-rated issue list with concrete rewrites. Use when reviewing UI copy for clarity, tone, and consistency, or as a validation step on any generated screen.

Why use Ux Microcopy Audit on TypingMind?

Because you install it once and use it with any model. Ux Microcopy Audit is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Ux Microcopy Audit in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/Uxcel-Lab/product-skills/tree/main/ux/audits/microcopy. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Ux Microcopy Audit?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Ux Microcopy Audit?

As many as you like. As long as a model supports skills, you can use Ux Microcopy Audit with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Ux Microcopy Audit AI skill free?

Yes. It is published on GitHub by Uxcel-Lab under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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