readout

readout is a skill for Claude Code from keli-wen/dev-skills. It costs 116 tokens per session (1,791 once invoked), scanned A, original, no licence file.

A writing guide for producing clear replies and work reports in Chinese. It recommends putting one action in each sentence and attaching uncertainty to the specific conclusion it affects.

In plain words
What is it for?
Use it when a reply, status report, AGENTS.md file, or CLAUDE.md file needs simpler, clearer wording.
Why use it?
It helps make updates easier to understand on the first read and less like machine-written text. It is intended to change the style of future responses and reports.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the devai plugin — 9 skills shipped together

Good fit Use it when a reply, status report, AGENTS.md file, or CLAUDE.md file…

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/keli-wen/dev-skills/readout
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 keli-wen/dev-skills --skill readout
Clone the repo
git clone --depth 1 https://github.com/keli-wen/dev-skills

Made for: Claude Code.

Or install devai, the plugin that ships this one along with the rest of its 9 skills.

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 readout

README.md
[![agentmods](https://agentmods.dev/badge/skills/keli-wen/dev-skills/readout.svg)](https://agentmods.dev/skills/keli-wen/dev-skills/readout)
Your own site
<a href="https://agentmods.dev/skills/keli-wen/dev-skills/readout"><img src="https://agentmods.dev/badge/skills/keli-wen/dev-skills/readout.svg" alt="Measured on agentmods" height="20"></a>
Per session 116 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,791 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 unknown 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 $0.00116 $0.01791
Opus 5 $0.00058 $0.00896
Sonnet 5 $0.00023 $0.00358
Haiku 4.5 $0.00012 $0.00179

Measured 6d ago against content hash 8af0c00e7d9a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

readout 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.

skills-zh/readout/SKILL.md · 59 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 6d ago First seen · 59 lines · 116 tokens per session scan A 8af0c00e7d9a

Subscribe to this mod's changes

readout is a skill published in the GitHub repository keli-wen/dev-skills (9 stars, last pushed 13d ago), with no licence file. It adds 116 tokens to every session and 1,791 once invoked, about $0.0006 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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