Outbound Pipeline Chained Command
Chain lead qualification, enrichment, and personalized icebreaker skills into one /outbound_pipeline command that turns a raw CSV into a ready-to-send campaign.
Before & after
Same prompt, same agent — the only difference is the skill.
Taking raw leads and turning them into a personalized campaign involves several steps—first you'd want to qualify which leads are worth reaching out to, then you'd need to enrich the data with additional information about them, and finally you'd want to personalize the messaging. Each of these steps is pretty involved. I could help you think through each phase, but you'd probably need to set up some tools to automate this. Do you have a sense of what your ideal customer profile looks like?
OUTBOUND PIPELINE: Raw Leads → Personalized Campaign
INPUT: 150 raw leads (CSV: name, company, email)
150 leads into /outbound_pipeline command
STAGE 1: QUALIFICATION (30 min, 15 API calls)
Rules applied:
- Revenue > 10M USD (Clearbit data)
- Industry in (SaaS, Tech, Financial Services)
- Founder or VP title level
- Located in US or UK
Output: 82 qualified leads (45% pass rate)
Removed: SMBs, wrong titles, EU (timezone complexity)
STAGE 2: ENRICHMENT (60 min, 82 Apify actors)
Data sources queried:
- LinkedIn URL extraction (profile, recent posts, followers)
- Company website scrape (latest news, funding stage, team size)
- Twitter/X sentiment score (engagement level)
- Recent job change detector (hiring expansion signal)
Enrichment fields added:
- recent_hiring (Yes/No)
- company_news (latest announcement + date)
- person_influence_score (1-10)
- estimated_budget (based on company size)
Output: 82 enriched lead records + 15 discarded (bad email, duplicate)
Active leads: 67
STAGE 3: PERSONALIZATION (45 min, icebreaker generation)
Template engine processes each lead:
- If recent_hiring=Yes → Personalize to hiring message
"Noticed Acme Corp just hired 8 salespeople; I help sales teams close 20% faster"
- Else if recent_news=Yes → Reference news
"Saw your Series B announcement in July; now's the time to optimize scaling"
- Else → Company pain point angle
"SaaS companies at your scale typically spend 15% of revenue on implementation; we cut that to 8%"
Subject line: First name + company mention (open rate +12% vs generic)
OUTPUT CSV: Ready-to-send campaign
Columns: email, first_name, company, icebreaker, subject_line, send_day (staggered)
67 personalized messages (3 templates, customized per lead)
Sending schedule: 10 per day over 7 days (avoid spam filters)
Tracking: UTM codes auto-inserted, reply rate target 5%
DELIVERABLE: campaign_2026_07_31.csv
Import into mail tool (Outreach, Salesloft)
Auto-send starting tomorrow morning
Expected replies: 3-4 (5% conversion)
Expected meetings: 1-2 (30% reply-to-meeting rate)About this skill
name: outbound-pipeline-chained-command description: Chain lead qualification, enrichment, and personalized icebreaker skills into one /outbound_pipeline command that turns a raw CSV into a ready-to-send campaign.
Outbound Pipeline Chained Command
What This Does
The creator combines the three sales skills into a single plug-in with a command MD that runs qualification first, feeds the qualified subset to enrichment, then hands the enriched rows to a personalized-outreach skill. Everything ships as one uploadable plugin and one slash command.
What You Get
- One /outbound_pipeline slash command
- three-stage sequence with hand-off
- single-file plugin zip
- sub-agent fanout at each stage
- final CSV with icebreaker messages
Customize
- input_csv: raw lead list
- icp_criteria: qualification rules
- enrichment_scrapers: which Apify actors to use
- icebreaker_style: tone for personalized messages
- output_location: where the finished CSV lands
Sample Output
One command turns 150 raw leads into 82 qualified, enriched, and personalized icebreaker-ready rows in a single CSV.
Target Audience
Agency owners packaging outbound as a productized service
SKILL.md preview
---
name: outbound-pipeline-chained-command
description: Use when a raw lead CSV needs to run through qualification, enrichment, and personalized icebreaker generation as one chained command instead of three separate steps.
version: 1.0.0
category: Sales
author: AgentVolt
license: proprietary
tags:
- sales
- standard
---
# Outbound Pipeline Chained Command
Chains qualification, enrichment, and personalized icebreaker generation into one pass, turning a raw lead CSV into a ready-to-send campaign.
## When to use
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