Skill

data-generation

Runs synthetic data generation via sdg_hub flows: detects environment, executes generation, and presents results with row counts and error details.

data-engineering

Popularity

Stars

149

Forks

Invocation

How this skill is triggered — by the user, by Claude, or both

Slash command

/sdg-hub:data-generation

User invocable

Model invocable

Inline context

Default effort

Uses dynamic context injection — preprocesses shell commands at runtime

Tool Access

This skill is limited to the following tools:

Bash(${CLAUDE_PLUGIN_ROOT}/scripts/sdg_generate.sh:*)Bash(${CLAUDE_PLUGIN_ROOT}/scripts/sdg_detect.sh:*)Bash(${CLAUDE_PLUGIN_ROOT}/scripts/sdg_flows.sh:*)

Context Preview

The summary Claude sees in its skill listing — used to decide when to auto-load this skill

Execute synthetic data generation using sdg_hub flows. For approach selection, custom flow authoring, and block reference, consult the `synthetic-data-generation` skill.

SKILL.md

43 lines · ~381 tokens

Stats

LanguagePython

Stars149

Forks59

MaintenanceExcellent

Last CommitJun 28, 2026

Actions

View Source View Plugin View on GitHub View README

Run Data Generation

Execute synthetic data generation using sdg_hub flows. For approach selection, custom flow authoring, and block reference, consult the synthetic-data-generation skill.

Step 1: Check Environment

"${CLAUDE_PLUGIN_ROOT}/scripts/sdg_detect.sh"

If not ready

library=missing or config=missing: invoke the setup-guide skill.

If ready (`library=installed`, `config=found`)

Proceed to Step 2.

Step 2: Execute Generation

If the user doesn't specify a flow, invoke the flow-browser skill to find one.

Recommend starting with --sample 2 for a dry run.

"${CLAUDE_PLUGIN_ROOT}/scripts/sdg_generate.sh" $ARGUMENTS

Step 3: Present Results

Generation status — Whether generation completed successfully
Row counts — Input rows processed and output rows generated
Output location — Path to the generated dataset
Errors — If any rows failed, report the count

If generation failed, consult the synthetic-data-generation skill for troubleshooting.

data-generation

Popularity

Invocation

Tool Access

Context Preview

SKILL.md

data-generation

Popularity

Invocation

Tool Access

Context Preview

SKILL.md

Run Data Generation

Step 1: Check Environment

If not ready

If ready (`library=installed`, `config=found`)

Step 2: Execute Generation

Step 3: Present Results

Similar Skills

Run Data Generation

Step 1: Check Environment

If not ready

If ready (`library=installed`, `config=found`)

Step 2: Execute Generation

Step 3: Present Results

Similar Skills

data-generation

Popularity

Invocation

Tool Access

Context Preview

SKILL.md

data-generation

Popularity

Invocation

Tool Access

Context Preview

SKILL.md

Run Data Generation

Step 1: Check Environment

If not ready

If ready (library=installed, config=found)

Step 2: Execute Generation

Step 3: Present Results

Similar Skills

Run Data Generation

Step 1: Check Environment

If not ready

If ready (library=installed, config=found)

Step 2: Execute Generation

Step 3: Present Results

Similar Skills

If ready (`library=installed`, `config=found`)

If ready (`library=installed`, `config=found`)