看得清 Readable Output — 输出可读性优化
v0.1.920260409022516OpenClaw 输出可读性优化插件,为长篇 AI 回复添加本地可读性层,自动提取概述、要点、警告、下一步操作,并折叠原文供验证查看。
版本
安装命令 点击复制
插件文档
看得清 Readable Output 是一个 OpenClaw 插件加 ClawHub 技能,专注于一个任务:让长篇 AI 输出更容易扫读、更安全地执行。它在 AI 回复到达你之前添加一个本地可读性层。
功能
- 概述提取 — 自动生成回复的简短概述
- 要点高亮 — 提取关键要点和行动项
- 警告标记 — 标记潜在风险或需要注意的内容
- 下一步建议 — 提供建议的后续操作
- 原文折叠 — 折叠原始长文本,需要时可展开验证
安装
openclaw plugins install @sheygoodbai/openclaw-readable-output
工作原理
- 拦截 AI 的长回复
- 分析内容结构和关键信息
- 生成结构化的可读性摘要
- 将摘要和折叠的原文一起展示
配置
{
"plugins": {
"entries": {
"readable-output": {
"enabled": true,
"minLength": 500,
"showOriginal": true
}
}
}
}
要求
- OpenClaw >= 2026.3.0
看得清 Readable Output
看得清 Readable Output is an OpenClaw plugin plus ClawHub skill for one specific job: make long AI output easier to scan and safer to act on.
It adds a local readability layer before the answer reaches the user:
- a short overview
- grouped key points
- warning callouts
- next-step cues
- a closing reminder
- the original output folded underneath
Canonical pages:
- Skill:
https://clawhub.ai/sheygoodbai/readable-output - Plugin:
https://clawhub.ai/plugins/%40sheygoodbai%2Fopenclaw-readable-output
Distribution model
This repo uses one product line with different entry points instead of several separate brands:
- ClawHub skill: discovery surface and low-friction manual use
- ClawHub plugin: main install path for automatic local readability layering
- Chrome extension: honest direct overlay route for OpenClaw Web users
- Browser demo: proof path for users without local OpenClaw yet
The point is to keep naming, screenshots, and traffic focused on the same canonical product rather than splitting users across several pages.
Web-first demo
If you do not have local OpenClaw, start with the browser demo shipped in this repo:
- local demo entry:
docs/demo/index.html - GitHub Pages-ready root:
docs/index.html
The demo runs entirely in the browser and reuses the same readability engine as the plugin. It exists as a low-friction trial path, but the main install CTA still stays on the ClawHub plugin page so traffic does not fragment.
Browser overlay companion
For OpenClaw Web users who want the most direct interaction, this repo now also ships a browser-side companion:
- extension folder:
browser-companion/openclaw-tool-overlay
- local harness:
browser-companion/openclaw-tool-overlay/fixture.html
- Chrome popup:
browser-companion/openclaw-tool-overlay/popup.html
- Chrome options page:
browser-companion/openclaw-tool-overlay/options.html
What it does:
- watches the real
Tool Outputsidebar in OpenClaw Web - mounts an overlay inside the actual sidebar panel
- follows panel size changes and narrow-width states locally
- keeps a local on/off switch and raw-output foldback
- ships a real Chrome extension shell with popup, options page, badge, and shortcut
What it is not:
- not a ClawHub plugin listing
- not a host-UI patch inside the public OpenClaw plugin API
- not a remote service that uploads tool output somewhere else
What it does
- restructures long AI replies into a tool-output-style readability layer
- ships a no-install web demo for users who want to test the behavior first
- increases white space and grouping through markdown sections
- isolates warnings and next actions so they are not buried in dense paragraphs
- adapts labels and chunking to the user's chosen language profile
- keeps the original reply available in a collapsed block
- works locally without uploading local chat content to any plugin database
What it does not do
- It does not directly control OpenClaw's native font family, theme colors, or CSS line-height through the current public plugin API.
- It does not claim research-backed support for per-word font-size tricks such as enlarging roots or random emphasis bursts.
- It does not read local databases or ship hidden telemetry.
Current plugin-API reality:
skillandMCProutes can change structure and wording.- a plugin can automatically add the readability layer
- changing the host app's actual typography chrome still requires a UI patch
- directly covering the web
Tool Outputsidebar requires a browser-side companion or a Control UI patch
Marketplace reality:
- the skill can serve as a discovery page on ClawHub
- the plugin should remain the primary automatic-install CTA
- web-overlay claims should stay attached to the Chrome extension path, not the plugin listing
Web-first reality:
- without local OpenClaw, the web demo is the closest honest substitute
- it cannot intercept host-side output automatically
- it can still prove whether the readability layer is useful before install
Why this approach is evidence-aligned
This plugin follows stable readability guidance rather than aesthetic guesswork:
- W3C WCAG visual-presentation guidance favors restrained line width, non-justified text, and usable spacing.
- W3C text-spacing guidance shows users need line-height and paragraph spacing headroom.
- W3C contrast guidance supports high enough contrast for readable text.
- W3C international layout guidance shows script direction, line breaking, and punctuation handling differ across Arabic, Chinese, Japanese, Korean, and Latin-script text.
Public source entry points:
https://www.w3.org/WAI/WCAG21/Understanding/visual-presentationhttps://www.w3.org/WAI/WCAG21/Understanding/text-spacinghttps://www.w3.org/WAI/WCAG21/Understanding/contrast-minimumhttps://www.w3.org/TR/clreq/https://www.w3.org/TR/alreq/https://www.w3.org/TR/jlreq/
Install
openclaw plugins install clawhub:@sheygoodbai/openclaw-readable-output
openclaw plugins enable readable-outputThen turn it on:
/readable onIf the plugin does not appear immediately in openclaw plugins list, restart the gateway once after install or enable.
Standalone skill route:
clawhub install readable-output
openclaw skills install readable-outputNo local OpenClaw yet:
- open
docs/demo/index.htmldirectly in a browser - or publish the
docs/folder with GitHub Pages
For OpenClaw Web users:
- load the unpacked browser companion from
browser-companion/openclaw-tool-overlay
- it targets the web
Tool Outputsidebar directly
Commands
/readable on/readable off/readable adaptive/readable always/readable auto/readable en/readable zh/readable ja/readable ko/readable ar/readable he/readable compact/readable balanced/readable spacious/readable status/readable help
Language profiles
auto: detect from the active conversationen: Latin-script defaults with explicit headings and concise bulletszh: shorter section labels, denser chunk splitting, less sentence stackingja: short labels, compact bullets, and aggressive paragraph splittingko: clear headings, shorter bullets, and compact groupingar: RTL-friendly labels and stronger separation of code, links, and numbershe: RTL-friendly labels and stronger separation of mixed-direction content
Example
Input:
This probably works, but there are a few caveats worth calling out. From a practical standpoint the main bottleneck is dependency drift, and before we say it is done we should verify the output file, rerun the test, and check whether the config change actually shipped.Readable layer:
## Overview
Before calling this done, verify the file, rerun the test, and confirm the config really shipped.
## Key points
- The current answer is mostly about caveats and verification.
- Dependency drift is the main bottleneck mentioned here.
- The safe path is to check proof, not just trust the summary.
> **Watch for:** The reply implies completion confidence before proof is shown.
## Next step
- Verify the output file.
- Rerun the test.
- Confirm the config change really shipped.
> **Reminder:** If the decision matters, expand the original wording before you act on the summary.
<details>
<summary>Original output</summary>
This probably works, but there are a few caveats worth calling out...
</details>Demo sync
The plugin and demo share one engine source:
- shared engine:
shared/readable-engine.js - plugin re-export:
src/readable-core.js - demo copy target:
docs/demo/readable-engine.js
After editing the shared engine, sync the demo copy:
npm run sync:demo-coreSync the browser companion bundle:
npm run sync:browser-coreGenerate icons and package the Chrome extension:
npm run generate:browser-icons
npm run package:browser-extension免费技能或插件可能存在安全风险,如需更匹配、更安全的方案,建议联系付费定制