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Zhongwei Li
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name: run-waterfall-enrichment
description: Executes provider waterfalls with credit governance, failover rules, and delivery targets.
usage: /data-signal-enrichment:run-waterfall-enrichment --type contact --input "Taylor Reed, Nimbus" --sequence apollo,hunter,rocketreach --max-credits 5
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# Command: run-waterfall-enrichment
## Inputs
- **type** contact | company | technographic | intent.
- **input** record payload (name/company/email/domain/file).
- **sequence** optional ordered provider list; default uses ops config.
- **max-credits** ceiling for total credits to consume.
- **delivery** crm | csv | warehouse specifying output target.
## Workflow
1. **Request Validation** confirm fields, dedupe against recent runs, and enforce rate limits.
2. **Sequence Selection** pull provider order from configs, adjust for overrides or outages.
3. **Execution Loop** call providers, capture response metadata, apply validation logic.
4. **Aggregation & Scoring** merge best data, attach confidence + provenance tags.
5. **Delivery & Logging** push to destination, log credits, update success dashboards, trigger alerts if thresholds exceeded.
## Outputs
- Enrichment payload (JSON/CSV/CRM payload) with fields, provider, timestamp, confidence.
- Credit + latency report appended to provider utilization table.
- Alert entries when max-credits hit or providers fail.
## Agent/Skill Invocations
- `provider-ops-lead` supplies sequence + credit policy.
- `signal-integrator` handles normalization + delivery.
- `data-quality-steward` validates results before release.
- `waterfall-blueprint` skill enforces sequencing template.
- `provider-scorecard` skill logs performance + cost metrics.
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