clarify SKILL.md skillA

clarify from quriosity-agent/qcut is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add quriosity-agent/qcut/clarify@git:20260308.8b86d2e

Pins git:20260308.8b86d2e in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
quriosity-agent/qcut
Path
qcut/.agents/skills/clarify/SKILL.md
Versions recorded
1
Latest version
git:20260308.8b86d2e, committed Mar 8, 2026
Size
6,379 bytes
Repository stars
42
License
none declared

Improve unclear UX copy, error messages, microcopy, labels, and instructions. Makes interfaces easier to understand and use.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

Identify and improve unclear, confusing, or poorly written interface text to make the product easier to understand and use.

## Assess Current Copy

Identify what makes the text unclear or ineffective:

1. **Find clarity problems**:
   - **Jargon**: Technical terms users won't understand
   - **Ambiguity**: Multiple interpretations possible
   - **Passive voice**: "Your file has been uploaded" vs "We uploaded your file"
   - **Length**: Too wordy or too terse
   - **Assumptions**: Assuming user knowledge they don't have
   - **Missing context**: Users don't know what to do or why
   - **Tone mismatch**: Too formal, too casual, or inappropriate for situation

2. **Understand the context**:
   - Who's the audience? (Technical? General? First-time users?)
   - What's the user's mental state? (Stressed during error? Confident during success?)
   - What's the action? (What do we want users to do?)
   - What's the constraint? (Character limits? Space limitations?)

**CRITICAL**: Clear copy helps users succeed. Unclear copy creates frustration, errors, and support tickets.

## Plan Copy Improvements

Create a strategy for clearer communication:
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add quriosity-agent/qcut/clarify@sha256:128925d3b4b0c070

The line at the top of this page pins the label git:20260308.8b86d2e, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_esknbzphjxjfffs2.svg)](https://markdownregistry.com/a/art_esknbzphjxjfffs2)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Mar 8, 2026.

versioncommittedcommitsizeaudit
git:20260308.8b86d2e latest2026-03-08 8b86d2e 6,379 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (6379 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

quriosity-agent/qcut · 42 stars · license none declared · pushed 2026-10-21 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_esknbzphjxjfffs2
GET https://markdownregistry.com/api/v1/resolve?ref=quriosity-agent/qcut/clarify
GET https://markdownregistry.com/api/v1/blob/128925d3b4b0c070ba641fe54aad6f7a7b3929fdc1c11599f9ec03f466184e00

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from quriosity-agent/qcut

adapt SKILL.md skill
quriosity-agent/qcut · qcut/.agents/skills/adapt/SKILL.md · Adapt designs to work across different screen sizes, devices, contexts, or platforms. Ensures consistent experience…
git:20260308.8b86d2e · audit A · 42 stars
animate SKILL.md skill
quriosity-agent/qcut · qcut/.agents/skills/animate/SKILL.md · Review a feature and enhance it with purposeful animations, micro-interactions, and motion effects that improve…
git:20260308.8b86d2e · audit A · 42 stars
audit SKILL.md skill
quriosity-agent/qcut · qcut/.agents/skills/audit/SKILL.md · Perform comprehensive audit of interface quality across accessibility, performance, theming, and responsive design…
git:20260308.8b86d2e · audit A · 42 stars
bolder SKILL.md skill
quriosity-agent/qcut · qcut/.agents/skills/bolder/SKILL.md · Amplify safe or boring designs to make them more visually interesting and stimulating. Increases impact while…
git:20260308.8b86d2e · audit A · 42 stars
codexit SKILL.md skill
quriosity-agent/qcut · qcut/.agents/skills/codex-delegate/SKILL.md · Decision matrix for delegating tasks between Claude Code and Codex CLI. Guides when to handle tasks directly vs…
git:20260525.2b74e19 · audit A · 42 stars
colorize SKILL.md skill
quriosity-agent/qcut · qcut/.agents/skills/colorize/SKILL.md · Add strategic color to features that are too monochromatic or lack visual interest. Makes interfaces more engaging and…
git:20260308.8b86d2e · audit A · 42 stars
critique SKILL.md skill
quriosity-agent/qcut · qcut/.agents/skills/critique/SKILL.md · Evaluate design effectiveness from a UX perspective. Assesses visual hierarchy, information architecture, emotional…
git:20260308.8b86d2e · audit A · 42 stars
delight SKILL.md skill
quriosity-agent/qcut · qcut/.agents/skills/delight/SKILL.md · Add moments of joy, personality, and unexpected touches that make interfaces memorable and enjoyable to use. Elevates…
git:20260308.8b86d2e · audit A · 42 stars
electron SKILL.md skill
quriosity-agent/qcut · qcut/.agents/skills/electron/SKILL.md · Automate Electron desktop apps (VS Code, Slack, Discord, Figma, Notion, Spotify, etc.) using agent-browser via Chrome…
git:20260302.8a3de90 · audit A · 42 stars
extract SKILL.md skill
quriosity-agent/qcut · qcut/.agents/skills/extract/SKILL.md · Extract and consolidate reusable components, design tokens, and patterns into your design system. Identifies…
git:20260308.8b86d2e · audit A · 42 stars
frontend-design SKILL.md skill
quriosity-agent/qcut · qcut/.agents/skills/frontend-design/SKILL.md · Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to…
git:20260308.8b86d2e · audit A · 42 stars
harden SKILL.md skill
quriosity-agent/qcut · qcut/.agents/skills/harden/SKILL.md · Improve interface resilience through better error handling, i18n support, text overflow handling, and edge case…
git:20260308.8b86d2e · audit A · 42 stars

Every file in quriosity-agent/qcut

Other files named clarify

clarify SKILL.md skill
zaxbyhub/opencode-swarm · .opencode/skills/clarify/SKILL.md · Full execution protocol for MODE: CLARIFY -- structured clarification funnel with critic review before surfacing user…
git:20261012.097422c · audit A · 509 stars
clarify SKILL.md skill
zaxbyhub/opencode-swarm · .claude/skills/clarify/SKILL.md · Full execution protocol for MODE: CLARIFY -- structured clarification funnel with critic review before surfacing user…
git:20261012.097422c · audit A · 509 stars
clarify SKILL.md skill
umputun/cc-thingz · plugins/workflow/skills/clarify/SKILL.md · This skill should be used when user appears confused, frustrated, or shows misalignment between expectations and…
git:20260218.782e0e3 · audit A · 487 stars
clarify SKILL.md skill
ericrisco/rsc-harness · skills/clarify/SKILL.md · Use when a spec exists and must be de-risked before planning — hunt its ambiguities, unstated assumptions and edge…
git:20261003.f0c84d6 · audit A · 236 stars
clarify SKILL.md skill
agentii-ai/agentii-investment-intelligence · plugins/vertical-plugins/scenarios/skills/agentii/clarify/SKILL.md · The research-domain clarification skill — find underspecified items in a thesis spec.md (prose wrong_if, universe rows…
git:20260919.eaccfbe · audit A · 207 stars
clarify SKILL.md skill
swingerman/engineer · engineer/skills/clarify/SKILL.md · Use when a single DAE artifact has ambiguities to resolve. Triggers — "/engineer.clarify", "clarify this spec"…
git:20260516.48406db · audit A · 157 stars
clarify SKILL.md skill
saadshahd/moo.md · hope/skills/clarify/SKILL.md · Turn words with two readings into one confirmed ask. Use when the user's words admit two readings that would build…
git:20260927.d54c79c · audit A · 38 stars
clarify SKILL.md skill
toongri/oh-my-toong-playground · skills/clarify/SKILL.md · MANDATORY before any implementation when request is vague or has multiple interpretations. Triggers on "clarify"…
git:20260918.dba3f1f · audit A · 25 stars

Browse by kind, by grade A, or by owner.