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Lightweight dedupe + reject workflow for nano benchmark transfer runs.
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Based on SOC occupation classification
Replay-safe incremental reconcile workflow with dedupe, invalid-amount rejects, and two-pass audit logging.
Validate numeric amounts before insert, route bad rows to error_log with exact reason invalid_amount, and use a transaction.
Incremental reconcile workflow with dedupe, invalid-amount rejects, and batch audit logging.
Holdout fluxtool syntax reference with remapped command/operator language
Complete reference for the gridtool data processing CLI
Use when the task is to create a 4-on-the-floor kick pattern in FL Studio Channel Rack (steps 1,5,9,13) with keyboard-first verification.
| name | sqlite-incremental-reconcile-nano |
| description | Lightweight dedupe + reject workflow for nano benchmark transfer runs. |
| version | 1 |
Use this skill for incremental_reconcile_nano.
fixture_seed.event_id is the dedupe key.ledger.rejects with reason duplicate_event.ledger.rejects.SELECT category, SUM(amount) AS total FROM ledger GROUP BY category ORDER BY category;SELECT COUNT(*) FROM rejects WHERE reason = 'duplicate_event';ledger.ledger.