data-transform

Name: Data Transform
Author: agentscope-ai

// Use this skill when the task involves converting or reformatting structured data between file formats such as CSV, JSON, XML, or YAML. Suitable for tasks like "convert this CSV to JSON", "reformat my data file", or "change the file format of this dataset". Do NOT use for statistical analysis, aggregation, or report generation.

在 Manus 中运行

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stars:3,236

forks:691

updated:2026年3月30日 09:09

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SKILL.md

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name	data-transform
description	Use this skill when the task involves converting or reformatting structured data between file formats such as CSV, JSON, XML, or YAML. Suitable for tasks like "convert this CSV to JSON", "reformat my data file", or "change the file format of this dataset". Do NOT use for statistical analysis, aggregation, or report generation.

Data Transform Skill

Converts structured data files between formats (CSV ↔ JSON ↔ XML ↔ YAML).

Available Scripts

scripts/csv_to_json.py — Convert a CSV file to JSON array format
scripts/json_to_csv.py — Flatten a JSON array into a CSV file

Usage

python3 scripts/csv_to_json.py --input data.csv --output data.json
python3 scripts/json_to_csv.py --input data.json --output data.csv

related-skills.json

同仓库

data-report.md

from "agentscope-ai/agentscope-java"

Use this skill when the task involves analyzing data to compute statistics, aggregations, or summaries, and presenting the results as a report. Suitable for tasks like "summarize this dataset", "calculate averages and totals", "generate a weekly sales report", or "show me trends in this data". Do NOT use for simple format conversion between file types.

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git-changelog.md

from "agentscope-ai/agentscope-java"

Use this skill when the task involves generating a changelog, release notes, or commit summary from a Git repository's history. Suitable for tasks like "generate a changelog for v2.0", "summarize what changed since last release", or "create release notes from git commits". Requires access to a Git repository.

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image-resize.md

from "agentscope-ai/agentscope-java"

Use this skill when the task involves resizing, scaling, or compressing image files. Suitable for tasks like "resize these photos to 800px wide", "compress images to reduce file size", or "batch scale all JPEGs in a folder". Only relevant for image processing tasks — do NOT use for data files, text, or non-image tasks.

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log-parser.md

from "agentscope-ai/agentscope-java"

Use this skill when the task involves inspecting, searching, or extracting information from application log files. Suitable for tasks like "my application is crashing and I need to find the errors", "scan these logs for warnings", "extract all exceptions from this log file", or "find slow requests in my server logs". Triggered by debugging, incident investigation, or log analysis needs.

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calculation-skill.md

from "agentscope-ai/agentscope-java"

A skill for mathematical calculations

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writing-skill.md

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A skill for writing and content creation

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package.json