clarify

clarify is a skill for Claude Code from adilkalam/orca. It costs 51 tokens per session (1,839 once invoked), scanned A, a copy of clarify, MIT.

A writing guide for making interface text—such as labels, instructions, and error messages—clearer and easier to understand.

In plain words
What is it for?
Use it to review and rewrite confusing UX copy, error messages, labels, and step-by-step instructions.
Why use it?
It helps remove jargon, ambiguity, missing context, and wording that leaves users unsure what something means or what to do next.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter. Also seen: reads .claude/ paths.

Good fit Use it to review and rewrite confusing UX copy, error messages, labels, and step-by-step instructions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/adilkalam/orca/clarify
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 adilkalam/orca --skill clarify
Clone the repo
git clone --depth 1 https://github.com/adilkalam/orca

Made for: Claude Code.

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 clarify

README.md
[![agentmods](https://agentmods.dev/badge/skills/adilkalam/orca/clarify/github.svg)](https://agentmods.dev/skills/adilkalam/orca/clarify)
Your own site
<a href="https://agentmods.dev/skills/adilkalam/orca/clarify"><img src="https://agentmods.dev/badge/skills/adilkalam/orca/clarify/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 clarify

Your own site · 80×15
<a href="https://agentmods.dev/skills/adilkalam/orca/clarify"><img src="https://agentmods.dev/badge/skills/adilkalam/orca/clarify.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 51 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,839 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.
Origin 88% copy Near-identical to another mod 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 $0.00051 $0.01839
Opus 5.5 $0.00020 $0.00736
Sonnet 5.5 $0.00010 $0.00368
Haiku 4.5 $0.00005 $0.00184

Measured 1mo ago against content hash 0acb35536b88, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

clarify 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 1mo 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

This is a copy

88% identical to clarify — 22 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

skills/clarify/SKILL.md · 202 lines

How it starts

The opening of the file, as written. The whole thing — 202 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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

MANDATORY PREPARATION

Run the cognition constraint loop (MANDATORY) — see ~/.claude/docs/reference/cognition-constraint-loop.md. (If design-builder loaded this skill only for craft reference, ignore this block and use the craft below.)

Invoke {{command_prefix}}impeccable — it contains design principles, anti-patterns, and the Context Gathering Protocol. Follow the protocol before proceeding — if no design context exists yet, you MUST run {{command_prefix}}impeccable teach first. Additionally gather: audience technical level and users' mental state in context.


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:

  • Primary message: What's the ONE thing users need to know?
  • Action needed: What should users do next (if anything)?
  • Tone: How should this feel? (Helpful? Apologetic? Encouraging?)
  • Constraints: Length limits, brand voice, localization considerations

Read the full file on GitHub · 202 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. 1mo ago First seen · 202 lines · 51 tokens per session scan A 0acb35536b88

Subscribe to this mod's changes

clarify is a skill published in the GitHub repository adilkalam/orca (2 stars, last pushed 5d ago), licensed MIT. It adds 51 tokens to every session and 1,839 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 88% identical to clarify, differing in 22 lines, and is treated as a copy.

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