What makes Dataview notable?

1.1K downloads. Trust evidence available

How should Dataview be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

Dataview

Explore CSV and JSON files with quick queries, filters, and aggregation. Use when inspecting data, running queries, filtering rows, aggregating. Skill: Dataview Owner: bytesagain-lab Summary: Explore CSV and JSON files with quick queries, filters, and aggregation. Use when inspecting data, running queries, filtering rows, aggregating. Tags: latest:2.0.0 Version history: v2.0.0 | 2026-03-18T04:29:42.145Z | user Domain-specific upgrade Archive index: Archive v2.0.0: 4 files, 5212 bytes Files: scripts/script.sh (11227b), skill-card.md (1956b), SKILL.md (4099b),

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.1k

Updated

Oct 11, 2026

Version

2.0.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.1K downloads reported by the source. Last updated 10/11/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 11, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 11, 2026
Adoption signal: 1.1K downloadsadoption · observed Oct 11, 2026
Latest release: 2.0.0release · observed Mar 18, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s174pq5f3gzez3838vt2642fmx848f1d:dataview

Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-bytesagain-lab-dataview/snapshot"

Documentation

CLAWHUB

6,675 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: DataView
description: "Explore CSV and JSON files with quick queries, filters, and aggregation. Use when inspecting data, running queries, filtering rows, aggregating."
version: "2.0.0"
author: "BytesAgain"
homepage: https://bytesagain.com
source: https://github.com/bytesagain/ai-skills
tags: ["data","csv","json","analysis","statistics","viewer","explorer","developer"]
categories: ["Developer Tools", "Data Analysis", "Utility"]
---

# DataView

A data processing toolkit for ingesting, transforming, querying, and managing data entries from the command line. All operations are logged with timestamps and stored locally.

## Commands

### Data Operations

Each data command works in two modes: run without arguments to view recent entries, or pass input to record a new entry.

| Command | Description |
|---------|-------------|
| `dataview ingest <input>` | Ingest data — record a new ingest entry or view recent ones |
| `dataview transform <input>` | Transform data — record a transformation or view recent ones |
| `dataview query <input>` | Query data — record a query or view recent ones |
| `dataview filter <input>` | Filter data — record a filter operation or view recent ones |
| `dataview aggregate <input>` | Aggregate data — record an aggregation or view recent ones |
| `dataview visualize <input>` | Visualize data — record a visualization or view recent ones |
| `dataview export <input>` | Export data — record an export entry or view recent ones |
| `dataview sample <input>` | Sample data — record a sample or view recent ones |
| `dataview schema <input>` | Schema management — record a schema entry or view recent ones |
| `dataview validate <input>` | Validate data — record a validation or view recent ones |
| `dataview pipeline <input>` | Pipeline management — record a pipeline step or view recent ones |
| `dataview profile <input>` | Profile data — record a profile or view recent ones |

### Utility Commands

| Command | Description |
|---------|-------------|
| `dataview stats` | Show summary statistics — entry counts per category, total entries, disk usage |
| `dataview export <fmt>` | Export all data to a file (formats: `json`, `csv`, `txt`) |
| `dataview search <term>` | Search all log files for a term (case-insensitive) |
| `dataview recent` | Show last 20 entries from activity history |
| `dataview status` | Health check — version, data directory, entry count, disk usage, last activity |
| `dataview help` | Show available commands |
| `dataview version` | Show version (v2.0.0) |

## Data Storage

All data is stored locally at `~/.local/share/dataview/`:

- Each data command writes to its own log file (e.g., `ingest.log`, `transform.log`)
- Entries are stored as `timestamp|value` pairs (pipe-delimited)
- All actions are tracked in `history.log` with timestamps
- Export generates files in the data directory (`export.json`, `export.csv`, or `export.txt`)

## Requirements

- Bash (with `set -euo pipefail`)
- Standard Unix utilities:

_meta.json

{
  "ownerId": "kn76vqrf94wk924mddj8fp4p5x8497tb",
  "slug": "dataview",
  "version": "2.0.0",
  "publishedAt": 1773808182145
}

skill-card.md

## Description:

Dataview provides Bash commands for recording, viewing, searching, and exporting local logs of data-operation activity.

This skill is ready for commercial/non-commercial use.

## Publisher:

[bytesagain-lab](https://clawhub.ai/user/bytesagain-lab)

### License/Terms of Use:

MIT-0

## Use Case:

Developers and engineers can use Dataview as a lightweight local tracker for data inspection and processing notes. It should not be treated as a full CSV or JSON query engine.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: User-entered data-operation notes may be stored in plaintext local logs and included in later searches or exports.

Mitigation: Do not enter secrets, proprietary data snippets, or sensitive queries unless plaintext local storage under ~/.local/share/dataview is acceptable.

Risk: The release is presented as CSV and JSON exploration, but the security evidence says the artifact behaves as a persistent local activity logger.

Mitigation: Use this skill only for activity logging and verify any real data analysis with a dedicated CSV or JSON parser or query tool.

## Reference(s):

- [Dataview ClawHub Skill Page](https://clawhub.ai/bytesagain-lab/skills/dataview)
- [BytesAgain Homepage](https://bytesagain.com)

## Skill Output:

**Output Type(s):** [text, shell commands, files, guidance]

**Output Format:** [Plain text CLI output and local JSON, CSV, or text export files.]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Persists command entries and history under ~/.local/share/dataview when commands are run.]

## Skill Version(s):

2.0.0 (source: frontmatter and release evidence)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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