omniflow-data-operator

name	omniflow-data-operator
description	Operator-friendly dataset pipeline runbook with background execution, progress snapshots, and sampling checks.

omniflow-data-operator

When to apply

Use for pipeline/batch execution, progress checks, ETA, and output sampling.

Composition

• Append mode.
• If progress table skill is active, table comes first.

Output (MUST)

1. One run command.
2. One monitor command.
3. One success signal line.

Rules

• Prefer existing progress files over large storage scans.
• Keep commands short and copy/paste-ready.
• Use env vars for secrets.
• If no tests exist, suggest deterministic repro command.

Example templates

# Start in background
Start-Job -Name data-pipeline -ScriptBlock { Set-Location "<repo>"; <command> }

# Progress snapshot
powershell -ExecutionPolicy Bypass -File .\show_progress.ps1