README.md

---
Name: gumroad-linux-fileops-commands

Version: 1.0.0

Language: English

license: cc-by-sa-4.0
---

Full dataset available on Gumroad: https://datadeveloper1.gumroad.com/l/xnuugm

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Dataset Summary
A comprehensive dataset of Linux file operation commands extracted from Gumroad technical documentation and system administration contexts. Each record represents a natural language instruction paired with its corresponding bash command execution in JSON format, complete with rich metadata about the operating environment, security context, and operational parameters.

Supported Tasks
Command-line instruction parsing

Natural language to bash translation

System administration workflow analysis

Security context classification

Multi-cloud environment modeling

Dataset Structure
Data Fields
Each record contains:

instruction (string): Natural language task description

output (object): Structured JSON command with:

tool: Bash utility name (find, tar, cp, mv, etc.)

action: Always "json"

args: Command arguments and execution parameters

metadata: Environmental context including persona, OS, cloud provider, security level

Sample Record
json
{
  "instruction": "find all files modified in the last 24h in directory '/backup/agriculture-ml-cloud-5366'. Include file modification timestamps in the output. Environment: development, Security: NONE",
  "output": {
    "tool": "bash",
    "action": "json",
    "args": {
      "command": "find /backup/agriculture-ml-cloud-5366 -type f -mmin -1440 -exec stat -c '%n %y' {} \\;",
      "timeout": 30,
      "validate": true
    },
    "metadata": {
      "persona": "backup_admin",
      "os": "CentOS 7",
      "cloud": "Alibaba Cloud",
      "environment": "development",
      "security_level": "NONE",
      "project": "agriculture-ml-cloud-5366"
    }
  }
}


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