A local-first data processing toolkit for ingesting, transforming, and querying CSV and JSON files directly from the command line.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install dataview
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 dataview 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 DataView?
DataView is a robust data processing engine designed to streamline the way developers interact with raw datasets. As a featured part of the Openclaw Skills ecosystem, it provides a comprehensive suite of tools for ingesting, transforming, and visualizing data without leaving the terminal. By maintaining a local-only architecture, it ensures maximum privacy and speed for data inspection tasks.
The utility bridges the gap between raw file viewing and complex database queries. Whether you are validating a schema or generating summary statistics, DataView tracks every operation with high-precision timestamps, creating a transparent audit trail of your data manipulation lifecycle.
DataView Use Cases
- High-speed inspection and filtering of large CSV or JSON datasets.
- Maintaining a searchable history of data transformation and analysis steps.
- Generating quick summary statistics and data profiles for local files.
- Automating data pipeline validation within shell scripts.
- Exporting processed logs into structured formats like JSON or CSV for reporting.
How DataView Works
- Data is ingested via the CLI, where DataView records the entry and maps it to specific operation categories.
- Users apply filters, queries, or transformations using simple command-line arguments.
- The system captures each action in pipe-delimited log files, ensuring all processing steps are recoverable.
- Summary statistics and data profiles are calculated on-demand using standard Unix utilities.
- Results can be visualized or exported to external files for further analysis in third-party tools.
DataView Setup
To integrate this capability into your workflow, ensure you have a Bash environment ready. Follow these steps to set up the tool within the Openclaw Skills framework:
# Create the local data directory
mkdir -p ~/.local/share/dataview/
# Clone the skill or copy the script to your PATH
# Ensure execution permissions are set
chmod +x dataview
# Run a health check to verify the installation
dataview status
DataView Data Schema & Taxonomy
DataView organizes its internal state using a flat-file structure stored in ~/.local/share/dataview/. This simple yet effective schema ensures compatibility with Openclaw Skills and Unix tools.
| Component | File Path | Format |
|---|---|---|
| Operation Logs | [command].log |
`timestamp |
| Global History | history.log |
Chronological activity log |
| Exports | export.[csv/json] |
Structured output data |
| Metadata | Internal stats | Row counts and disk usage |
DataView Advanced Features
- Support for complex multi-step data pipelines via the
pipelinecommand. - Deep search capabilities across all operation logs for historical auditing.
- Native support for
set -euo pipefailensuring reliability in production scripts. - Zero-dependency architecture relying strictly on standard Unix utilities like
grep,sed, andawk. - Real-time health and disk usage monitoring to manage local data footprints.
SKILL.md
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