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Data To Word Report

Name: Data To Word Report
Author: openlark

作者 OpenLark · GitHub ↗ · v1.0.0 · MIT-0

cross-platform ✓ 安全检测通过

总下载

当前安装

版本数

在 OpenClaw 中安装

/install data-to-word-report

功能描述

Automatically generate a professional Word analysis report from user-provided data files, including data overview, key metric statistics and trend analysis,...

使用说明 (SKILL.md)

Data to Word Analysis Report

Automatically generate a professionally formatted analysis report (.docx) from data files, ready for presentation.

Use Cases

Use when users need to "generate analysis report", "convert data to Word", or "produce a report".

Workflow

1. Read Data

Read the user-uploaded data file, automatically detect the format (CSV/JSON/Excel/TXT), extract the data, and confirm the structure.

2. Analyze Data

Perform the following analysis on the data:

Data Overview: Row count, column count, field types, missing value statistics, time range
Key Metrics: Mean/median/max/min/standard deviation for key numeric columns
Trend Analysis: If a time column exists, calculate trends by time dimension
Key Findings: Outliers, significant changes, critical conclusions

3. Generate Report

Call the script to generate the Word report:

python3 scripts/gen_report.py '\x3Coutput_path>' '\x3Creport_json>'

output_path: Output path, e.g., /root/.openclaw/workspace/analysis_report.docx
report_json: JSON string, see structure below

report_json Structure

{
  "title": "Data Analysis Report",
  "sections": [
    {
      "heading": "I. Data Overview",
      "paragraphs": ["This analysis covers 1,234 records...", "Time range: 2024-01 to 2024-12"],
      "table": {
        "headers": ["Metric", "Value"],
        "rows": [["Total Records", "1,234"], ["Fields", "8"], ["Missing Rate", "2.1%"]]
      }
    },
    {
      "heading": "II. Key Metrics",
      "paragraphs": ["Average sales: 456K, median: 382K..."],
      "table": {
        "headers": ["Metric", "Mean", "Median", "Max", "Min"],
        "rows": [["Sales (10K)", "45.6", "38.2", "120.5", "5.3"]]
      }
    },
    {
      "heading": "III. Trend Analysis",
      "paragraphs": ["Overall upward trend, Q4 grew 23% QoQ..."],
      "table": null
    },
    {
      "heading": "IV. Key Findings & Recommendations",
      "paragraphs": ["1. East China region accounts for the highest share (38%)...", "2. December return rate abnormally rose to 5.7%..."],
      "table": null
    }
  ]
}

The table field in each section is optional; pass null to output only paragraphs.

4. Output Results

Inform the user of the file save location and display an overview of the report structure.

安全使用建议

Install only if you want an agent to turn uploaded data files into Word reports. Because the trigger wording is broad, confirm the skill is being used only when you actually want structured data analysis and .docx output, and avoid sending sensitive datasets unless you are comfortable with the agent processing them locally.

能力评估

✓ Purpose & Capability

The stated purpose, instructions, and Python script align: analyze user-provided data and generate a formatted .docx report.

ℹ Instruction Scope

The advertised trigger phrases include broad wording such as generic report generation; this could cause activation when the user did not specifically ask for structured data analysis or Word output.

✓ Install Mechanism

No install hooks or hidden setup behavior were found; the script only requires python-docx if the user runs it.

✓ Credentials

The artifact reads user-supplied data through the agent workflow and writes a local .docx output; no network access, credential access, or external service calls were found.

✓ Persistence & Privilege

The script saves only the requested report file to the provided output path and does not add persistence, background workers, privilege changes, or credential handling.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install data-to-word-report
安装完成后，直接呼叫该 Skill 的名称或使用 /data-to-word-report 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v1.0.0

- Initial release of "data-to-word-report" skill. - Automatically generates a professional Word analysis report from user data files (CSV, JSON, Excel, TXT). - Includes data overview, key metrics, trend analysis, and key findings in the report. - Provides ready-to-present .docx output and a summary of the report structure for easy review.

元数据

Slug data-to-word-report

版本 1.0.0

许可证 MIT-0

累计安装 1

当前安装数 1

历史版本数 1

常见问题