/append-data
Append missing attributes to bulk lead lists using configurable provider waterfalls and mapping rules.
$ npx -y skills add gtmagents/gtm-agents --agent claude-codeHow it fires
How this command gets triggered: by you, by Claude, or both.
- Fires itselfClaude auto-loads it when your prompt matches the work.
- You can call itInvoke it directly when you want it.
- Slash command
/append-data
Context preview
What this command does when you run it.
Append missing attributes to bulk lead lists using configurable provider waterfalls and mapping rules.
Command definition
append-data.mdname: append-data description: Append missing attributes to bulk lead lists using configurable provider waterfalls and mapping rules. usage: /data-enrichment:append-data --input leads.csv --fields "title,phone,linkedin"
Append Data Command
Purpose
Bulk-enrich a CSV/JSON dataset by filling specified fields (titles, phones, LinkedIn URLs, firmographics) while respecting credit budgets and compliance rules.
Syntax
/data-enrichment:append-data \ --input leads.csv \ --fields "title,phone,linkedin" \ --priority "apollo,hunter,rocketreach" \ --max-credits 5 \ --output enriched.csv
Parameters
- `--input`: Path to CSV/JSON file with seed data.
- `--fields`: Comma-separated field names to append.
- `--priority`: Ordered provider sequence (defaults to recommended waterfall per field).
- `--max-credits`: Credit ceiling per record.
- `--parallel`: Number of concurrent requests.
- `--output`: Destination file.
- `--cache-ttl`: Override default caching window.
Features
- Automatic batching for provider rate limits.
- Field-level confidence scoring and attribution to provider.
- Retry + fallback strategy when providers fail.
- Progress reporting (records completed, credits consumed, ETA).
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