copy-clarifier

copy-clarifier is a skill for Claude Code, Codex from Day1Labs/OpenAva. It costs 20 tokens per session (217 once invoked), scanned A, original, MIT.

A rewriting workflow for making unclear text shorter, friendlier, and easier to act on without changing its intended meaning.

In plain words
What is it for?
Use it to improve interface text, emails, documentation, prompts, error messages, and task descriptions.
Why use it?
It removes ambiguity, repetition, vague wording, and confusing structure from everyday product and technical writing.

Skill for Claude CodeCodex

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

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.

agentmods
npx agentmods add skills/day1labs/openava/copy-clarifier
Any agent
npx skills add Day1Labs/OpenAva --skill copy-clarifier
Clone the repo
git clone --depth 1 https://github.com/Day1Labs/OpenAva

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 copy-clarifier

README.md
[![agentmods](https://agentmods.dev/badge/skills/day1labs/openava/copy-clarifier.svg)](https://agentmods.dev/skills/day1labs/openava/copy-clarifier)
Your own site
<a href="https://agentmods.dev/skills/day1labs/openava/copy-clarifier"><img src="https://agentmods.dev/badge/skills/day1labs/openava/copy-clarifier.svg" alt="Measured on agentmods" height="20"></a>
Per session 20 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 217 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00020 $0.00217
Opus 5 $0.00010 $0.00109
Sonnet 5 $0.00004 $0.00043
Haiku 4.5 $0.00002 $0.00022

Measured 5d ago against content hash f3c36c854243, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

copy-clarifier 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 5d 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.

OpenAva/Runtime/Agent/Skills/copy-clarifier/SKILL.md · 40 lines

What it actually says

Copy Clarifier

Use this skill to improve unclear UX copy, emails, docs, prompts, error messages, and task descriptions.

Goals

  • Preserve original meaning and constraints.
  • Improve readability, structure, and actionability.
  • Match the audience and tone requested by the user.

Workflow

  1. Identify audience, context, and required tone.
  2. Detect ambiguity, missing actions, and overloaded sentences.
  3. Rewrite with plain language and explicit next steps.
  4. Provide one default version and optional alternatives when useful.

Rewrite Checklist

  • Keep sentences short and specific.
  • Prefer concrete verbs over vague phrasing.
  • Replace abstract nouns with direct actions.
  • Keep terminology consistent.
  • Remove redundant or repetitive wording.

Optional Variants

When helpful, provide:

  • A more concise version.
  • A more formal version.
  • A more friendly version.
Files

What ships with it

1 file 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. 5d ago First seen · 40 lines · 20 tokens per session scan A f3c36c854243

Subscribe to this mod's changes

copy-clarifier is a skill published in the GitHub repository Day1Labs/OpenAva (10 stars, last pushed 1mo ago), licensed MIT. It adds 20 tokens to every session and 217 once invoked, about $0.0001 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 2026-08-31.

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