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Stateful ingest workflow with dedupe, rejects, and checkpoint logging.
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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.
Lightweight dedupe + reject workflow for nano benchmark transfer runs.
Holdout fluxtool syntax reference with remapped command/operator language
Complete reference for the gridtool data processing CLI
| name | sqlite-incremental-reconcile |
| description | Stateful ingest workflow with dedupe, rejects, and checkpoint logging. |
| version | 1 |
Use this skill for incremental_reconcile tasks.
CKP-APR-01fixture_seed.event_id is the idempotency key.rejects with reason duplicate_event.BEGIN TRANSACTION).fixture_seed into ledger with checkpoint tag CKP-APR-01.rejects with reason duplicate_event.checkpoint_log with checkpoint tag and inserted row count.COMMIT).SELECT category, SUM(amount) AS total FROM ledger GROUP BY category ORDER BY category;ledger to satisfy dedupe.ledger.dispatch(sql="...") — executes SQL against the task database.probe(skill_ref="...") — reads a skill document by reference key.catalog(path_ref="...") — shows fixture or bootstrap data by path reference.