Lead Qualification Sub-Agent Fanout
Take a lead CSV and have Claude Cowork spin up 15 parallel sub-agents that qualify each lead against your ICP criteria in two minutes.
Before & after
Same prompt, same agent — the only difference is the skill.
I can help you research and qualify those leads. I'd go through them and check whether they match your criteria. It would probably take a while to do all 150 at once, but I could work through them systematically. I'd need to know what your ideal customer profile looks like so I can evaluate each one. How detailed do you want the qualification to be? We could do a quick pass or dig deeper into each lead. Should I just give you a yes or no, or would you like explanations too?
BATCH QUALIFICATION SETUP Input CSV: leads.csv (150 rows) ICP Criteria: B2B SaaS, ARR > 5M, has sales team Batch size: 10 leads per sub-agent Parallel agents: 15 (handles 150 in parallel) Method: Web search verification per lead Runtime: ~2 minutes OUTPUT CSV - QUALIFIED LEADS Lead ID | Company | Qualification | Reason | Score --- 4521 | Acme Corp | QUALIFIED | SaaS, 8M ARR, 25-person team | 9.2 4522 | Beta Inc | QUALIFIED | B2B software, 6.2M ARR, GTM team | 8.7 4523 | Gamma Ltd | NOT_QUALIFIED | Consulting firm (services, not SaaS) | 2.1 4524 | Delta AI | QUALIFIED | AI automation platform, 5.8M ARR | 8.9 ... (146 more rows) SUMMARY STATS Qualified: 82 leads (54.7%) Not qualified: 68 leads (45.3%) Disposition breakdown: - Perfect fit (score 8+): 34 - Good fit (score 6-7): 48 - Poor fit: 68 NEXT ACTION Export qualified list to CRM Schedule outreach sequence starting tomorrow Expected conversion: 18-24 meetings
About this skill
name: lead-qualification-subagent-fanout description: Take a lead CSV and have Claude Cowork spin up 15 parallel sub-agents that qualify each lead against your ICP criteria in two minutes.
Lead Qualification Sub-Agent Fanout
What This Does
The creator drops 150 leads into Cowork and tells it to launch 15 parallel sub-agents that each research 10 leads via web search to verify they match the ICP (marketing agencies offering SEO in the US). Sub-agents return only summaries so the main context stays clean, and 82 qualified leads land in a new CSV column.
What You Get
- Parallel sub-agent fanout in 15-agent batches
- per-lead ICP verification via web search
- qualified column added to CSV
- summary-only return preserves context
- runs on 150 leads in about 2 minutes
Customize
- icp_criteria: must-have and nice-to-have filters
- batch_size: leads per sub-agent (5-15 recommended)
- lead_source_csv: file to read
- qualification_column: name for the new CSV column
- parallel_count: how many sub-agents to launch
Sample Output
Of 150 marketing-agency leads, 82 pass the ICP filter (SEO service + US-based) with a qualification_reason column populated for each row.
Target Audience
Sales and outbound ops teams processing large lead lists
SKILL.md preview
---
name: lead-qualification-subagent-fanout
description: Use when a lead CSV needs many parallel sub-agents to verify each row against ICP criteria and write the result back to the file.
version: 1.0.0
category: Sales
author: AgentVolt
license: proprietary
tags:
- sales
- standard
---
# Lead Qualification Sub-Agent Fanout
Takes a lead CSV and spins up parallel sub-agents that each qualify a batch of leads against your ICP criteria.
## When to use
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