# Send CSV Data Analyzer to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "ub2-csv-data-analyzer",
    "name": "CSV Data Analyzer",
    "source": "tencent",
    "type": "skill",
    "category": "数据分析",
    "sourceUrl": "https://clawhub.ai/underbench2-gif/ub2-csv-data-analyzer",
    "canonicalUrl": "https://clawhub.ai/underbench2-gif/ub2-csv-data-analyzer",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/ub2-csv-data-analyzer",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=ub2-csv-data-analyzer",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "ub2-csv-data-analyzer",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-29T03:22:34.069Z",
      "expiresAt": "2026-05-06T03:22:34.069Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=ub2-csv-data-analyzer",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=ub2-csv-data-analyzer",
        "contentDisposition": "attachment; filename=\"ub2-csv-data-analyzer-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "ub2-csv-data-analyzer"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/ub2-csv-data-analyzer"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/ub2-csv-data-analyzer",
    "downloadUrl": "https://openagent3.xyz/downloads/ub2-csv-data-analyzer",
    "agentUrl": "https://openagent3.xyz/skills/ub2-csv-data-analyzer/agent",
    "manifestUrl": "https://openagent3.xyz/skills/ub2-csv-data-analyzer/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/ub2-csv-data-analyzer/agent.md"
  }
}
```
## Documentation

### CSV Data Analyzer

A skill that enables Claw to load, explore, analyze, and visualize CSV datasets, providing statistical insights and answering questions about the data.

### What This Skill Does

This skill equips Claw with a structured approach to CSV data analysis:

Data Loading & Inspection — Read CSV files, detect column types, and display basic structure (shape, columns, sample rows)
Data Cleaning — Identify and handle missing values, duplicates, and type inconsistencies
Statistical Summary — Compute descriptive statistics (mean, median, mode, standard deviation, percentiles) for numeric columns
Filtering & Grouping — Slice data by conditions and aggregate by categories
Correlation Analysis — Find relationships between numeric variables
Visualization — Generate charts (bar, line, scatter, histogram) to illustrate patterns

### How to Use

Provide a CSV file and ask Claw to analyze it:

"Analyze this sales data and tell me which product category has the highest revenue"
"Find outliers in the temperature column of this dataset"
"Create a chart showing monthly trends from this CSV"
"Compare group A vs group B performance in this experiment data"

### Requirements

Input must be a valid CSV file (comma-separated by default; other delimiters can be specified)
Python with pandas and matplotlib should be available in the environment

### Output

Summary statistics table
Key insights in plain language
Charts saved as PNG files when visualization is requested
Cleaned dataset exported as a new CSV if data cleaning was performed
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: underbench2-gif
- Version: 1.0.0
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-04-29T03:22:34.069Z
- Expires at: 2026-05-06T03:22:34.069Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/ub2-csv-data-analyzer)
- [Send to Agent page](https://openagent3.xyz/skills/ub2-csv-data-analyzer/agent)
- [JSON manifest](https://openagent3.xyz/skills/ub2-csv-data-analyzer/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/ub2-csv-data-analyzer/agent.md)
- [Download page](https://openagent3.xyz/downloads/ub2-csv-data-analyzer)