A specialized tool that restructures complex AI responses into a readability-first layout featuring overviews, key points, and warnings.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install readable-output
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install readable-output using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Readable Output?
The Readable Output skill is an essential utility for users who need to process long or technical AI responses quickly without losing the ability to verify original sources. Instead of providing decorative styling, it focuses on faster understanding and safer judgment by creating a structured reading layer. This Openclaw Skills integration ensures that users see risks, uncertainties, and actionable next steps before being persuaded by dense blocks of text.
By leveraging language-aware defaults, the skill adapts its formatting strategy to suit specific linguistic nuances. For example, it utilizes shorter labels for Chinese and aggressive chunking for Japanese, ensuring the output is always optimized for the reader's native flow. It maintains a strict trust boundary by keeping the original wording available for auditing, making it a reliable choice for professional and technical workflows.
Readable Output Use Cases
- Rapidly digesting long AI-generated reports or technical explanations.
- Identifying risks and uncertainties in AI advice before taking action.
- Reformatting content for specific languages like Arabic, Chinese, or Japanese to improve readability.
- Organizing AI output into a conclusion-first structure with hidden raw text for audit paths.
How Readable Output Works
- The user triggers the skill by requesting a better layout or summarized focus.
- The skill analyzes the dense AI output to identify the core message and technical nuances.
- It generates a short overview and groups the main content into concise, bulleted key points.
- Visual warnings or uncertainty notes are extracted and highlighted to ensure user safety.
- Actionable next steps and a closing reminder are added to guide the user's follow-up.
- The original raw text is preserved and typically folded or separated to allow for side-by-side verification.
Readable Output Setup
To get started with this Openclaw Skills contribution, you can access it via the ClawHub skill page or install the companion plugin for a local experience.
# Example command to interact with Openclaw skills via CLI (if supported)
openclaw install sheygoodbai/readable-output
Users can also enable the browser companion for a seamless web sidebar experience.
Readable Output Data Schema & Taxonomy
The skill organizes data into a hierarchical readability layer designed for clarity and safety:
| Layer Component | Content Type | Purpose |
|---|---|---|
| Overview | Single Sentence | Immediate context and summary |
| Key Points | Bulleted List | Core information and logic |
| Warning/Note | Callout Block | Highlighting risk and uncertainty |
| Next Steps | Action List | Implied actions and tasks |
| Raw Text | Folded/Code Block | Original wording for verification |
Readable Output Advanced Features
- Language-Aware Defaults: Automatically adjusts layout density and label styles for English, Chinese, Japanese, Korean, and RTL languages like Arabic.
- Safety-First Architecture: Explicitly isolates code, logs, and commands from the summary layer to prevent execution errors.
- Local-First Integration: Optimized for the ClawHub plugin to provide automatic readability layering on local environments.
- Multi-Step Workflow: Supports complex prompts that require conclusion-first structures with subsequent deep-dive layers.
SKILL.md
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