Works with the AI tools you already use
Claude Code
Cursor
Codex CLI
GitHub Copilot
Gemini CLI+20 moreClaude CodeCursorCodex CLIGitHub CopilotGemini CLI
OpenClaw
Manus
Grok+17 agentsgenerate data
Execute custom data generation tasks and return structured, validated JSON via MCP.
Free
generate data
Example session with this skill installed
Genera un objeto JSON basado en este texto: 'El usuario Juan tiene 30 años y vive en Madrid'. Usa el skill personalizado a medida.
- Read your context and instructions
- Compiled the generate data
{
"ok": true,
"data": {
"usuario": "Juan",
"edad": 30,
"ciudad": "Madrid"
},
"error": null
}
Connects securely to your tools. The creator never sees your data.
About this skill
The problem
Standard LLM outputs are often unstructured, inconsistent, and prone to hallucinations when generating specific datasets. Developers need a reliable way to transform text into validated JSON without managing complex regex or manual parsing.
What it does
- Calls the
generate_dataMCP tool to process textual input into structured results. - Handles error states gracefully with standardized codes like
MISSING_PARAMandRATE_LIMITED. - Enforces a consistent JSON envelope for every response, ensuring predictable data handling.
- Supports custom configuration via an optional
optionsobject for fine-tuned data generation.
Why this beats prompting it yourself
Hand-written prompts often fail to maintain strict JSON schemas or handle upstream errors. This skill provides a formalized interface and error-handling logic that prevents the model from "making up" data when a tool call fails.
Use cases
- Transforming raw unstructured text into valid JSON objects for database ingestion.
- Generating synthetic datasets based on specific textual descriptions.
- Building automated pipelines that require a "skill personalizado a medida" trigger.
- Standardizing responses from external tools into a unified
ok/data/errorformat.
Known limitations
The tool is stateless and does not remember context between calls. It requires all necessary data to be passed in every invocation.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
Free skills download straight away. Paid skills unlock right after purchase.
- 2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
Skills folder by agent
Click the path to copy it. Create the folder if it does not exist yet.
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