A high-performance, pure-bash document analysis toolkit for extracting summaries, outlines, and metrics without external dependencies.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install doc-summarize-pro
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 doc-summarize-pro 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 Doc Summarize Pro?
Doc Summarize Pro is a sophisticated document analysis engine designed to streamline how developers and researchers interact with large volumes of text. Built as a lightweight yet powerful utility within the Openclaw Skills ecosystem, it leverages intelligent sentence extraction and frequency analysis to provide instant insights into Markdown, text, and log files.
By utilizing native shell capabilities, this skill ensures maximum privacy and speed, making it an essential tool for those who need to process sensitive information locally. Whether you are generating executive summaries or performing multi-document comparisons, it offers a robust framework for textual intelligence.
Doc Summarize Pro Use Cases
- Rapidly distilling long research papers or reports into concise executive summaries.
- Auditing document versions by comparing word counts and keyword shifts between drafts.
- Generating structural outlines for massive Markdown files to improve navigation.
- Automating the processing of entire directories of log files or notes via batch operations.
- Extracting SEO-relevant keywords from content for digital marketing analysis.
How Doc Summarize Pro Works
- The user initiates a command (e.g., summarize or keywords) targeting a specific file or directory.
- The skill parses the input text, filtering out common stop-words and identifying structural markers like headers and paragraph breaks.
- Logical algorithms extract the most relevant sentences based on their position (topic and concluding sentences) and frequency metrics.
- Metadata including word counts, reading time, and unique vocabulary is calculated in real-time.
- Results are rendered to the terminal or exported to structured formats like JSON or Markdown for further integration.
Doc Summarize Pro Setup
To integrate this into your environment as part of your Openclaw Skills collection, follow these steps:
# Clone the repository or download the script
git clone https://github.com/bytesagain/ai-skills
# Navigate to the directory
cd ai-skills
# Initialize the configuration
bash scripts/script.sh config
# Optional: Set your preferred summary density
bash scripts/script.sh config summary_sentences 3
Doc Summarize Pro Data Schema & Taxonomy
Doc Summarize Pro maintains a minimalist and efficient data footprint located in the home directory.
| File | Purpose | Format |
|---|---|---|
config |
Stores user-defined parameters for summary length and keyword limits | Key-Value Pairs |
history.log |
Records a persistent audit trail of all processing actions | Timestamped Text |
output |
Generated when using the export command | JSON, MD, or TXT |
Doc Summarize Pro Advanced Features
- Multi-document comparison for identifying unique vs. shared keywords across different versions.
- Directory-wide batch processing to handle large-scale data ingestion and summarization.
- Extensible export engine supporting JSON output for easy integration into other AI pipelines.
- Local processing history tracking for auditing and re-retrieving previous analysis results.
- Configurable heuristic depth for keyword extraction and summary verbosity.
SKILL.md
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