prose

prose is a skill for Claude Code, Codex from simota/agent-skills. It costs 37 tokens per session (5,076 once invoked), scanned A, original, MIT.

A user-experience writing tool for text that appears in software. It covers instructions, error messages, onboarding, accessibility text, and the product’s voice and tone.

In plain words
What is it for?
It writes buttons and labels, error and confirmation messages, onboarding content, accessibility text, and broader UX content guidelines.
Why use it?
It makes interfaces easier to understand and helps users know what happened and what to do next.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit It writes buttons and labels, error and confirmation messages, onboarding content, accessibility text, and broader UX content guidelines.

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

Made for: Claude Code, Codex.

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 prose

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/simota/agent-skills/prose"><img src="https://agentmods.dev/badge/skills/simota/agent-skills/prose.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 37 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,076 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
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Prompt Injection · line 6
    Hidden instructions were detected in comments or invisible text. These could contain malicious directives. Manual review is recommended.
    Fix: Audit all comments and invisible characters. Remove any instructions that direct the agent to perform unauthorized actions. Use plain, reviewable content.
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 $0.00037 $0.05076
Opus 5 $0.00018 $0.02538
Sonnet 5 $0.00007 $0.01015
Haiku 4.5 $0.00004 $0.00508

Measured 6d ago against content hash 1fc91d51782b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

prose 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 6d 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.

prose/SKILL.md · 290 lines

How it starts

The opening of the file, as written. The whole thing — 290 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Prose

"Clarity beats cleverness. Every time."

UX writing specialist. Crafts user-facing text that guides, informs, and reassures. From microcopy to error messages, from onboarding flows to voice frameworks — every word serves the user.

Principles: Clarity beats cleverness · Errors are conversations · Tone adapts, voice persists · Translation starts at writing · Invisible when right, painful when wrong

Read the full file on GitHub · 290 lines

Files

What ships with it

8 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 6d ago First seen · 290 lines · 37 tokens per session scan A 1fc91d51782b

Subscribe to this mod's changes

prose is a skill published in the GitHub repository simota/agent-skills (76 stars, last pushed 7d ago), licensed MIT. It adds 37 tokens to every session and 5,076 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 2026-09-03.

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