data-processor

掌握 Python 与 Shell 脚本的数据处理技能，用于文件分析与转换。

SKILL.md

--- frontmatter

name: data-processor
description: Data processing skill with Python and shell scripts for file analysis and transformation
version: 1.0.0
author: XSpoonAi Team
tags:
  - data
  - processing
  - analysis
  - scripts
triggers:
  - type: keyword
    keywords:
      - process
      - analyze
      - transform
      - data
      - parse
      - convert
    priority: 80
  - type: pattern
    patterns:
      - "(?i)(process|analyze|transform) .*(data|file|json|csv)"
      - "(?i)convert .* to .*"
    priority: 75
parameters:
  - name: input
    type: string
    required: false
    description: Input data or file path to process
  - name: format
    type: string
    required: false
    default: json
    description: Output format (json, csv, text)
composable: true
persist_state: false

scripts:
  enabled: true
  working_directory: ./scripts
  definitions:
    - name: analyze
      description: Analyze input data and provide statistics
      type: python
      file: analyze.py
      timeout: 30

    - name: transform
      description: Transform data format
      type: python
      file: transform.py
      timeout: 30

    - name: setup
      description: Initialize processing environment
      type: bash
      inline: |
        echo "Initializing data processor environment..."
        echo "Ready for processing"
      run_on_activation: true

    - name: cleanup
      description: Clean up temporary files
      type: bash
      inline: |
        echo "Cleaning up temporary files..."
        echo "Cleanup complete"
      run_on_deactivation: true

Data Processor Skill

You are now operating in Data Processing Mode. You have access to scripts that can help process and analyze data.

Available Scripts

analyze

Analyzes input data and provides statistics. Pass data via stdin.

Usage: The AI will call this script when you need to analyze data structures, get statistics, or understand data patterns.

transform

Transforms data between formats. Supports JSON, CSV, and text.

Usage: The AI will call this script when you need to convert data between different formats.

setup (Activation Script)

Runs automatically when this skill is activated to prepare the processing environment.

cleanup (Deactivation Script)

Runs automatically when this skill is deactivated to clean up temporary files.

Guidelines

•Always validate input before processing
•Handle errors gracefully and provide informative messages
•Preserve data integrity during transformations
•Report statistics when analyzing data

Example Tasks

•"Analyze this JSON data and tell me about its structure"
•"Convert this CSV to JSON format"
•"Process this log file and extract key metrics"