Optimize cold outbound to 90/100 quality
outbound-engineskillsetup L3★2,362
ericosiu/ai-marketing-skills ↗Causal-lift measurements
cold-email-strategy-33pp vs no-skill baselinewith-skill 57% · baseline 90%
Measured by running the task with and without this artifact, K=5, graded by deterministic checks — no LLM judging.
What it does
Optimize cold outbound campaigns via expert panel scoring to 90/100 quality
Best for
B2B outbound teams running Instantly who want to science their way to higher reply rates instead of guessing, and are willing to iterate email copy through 3-5 scoring rounds until panelists give it 90/100.
Inputs
- · Instantly API key (optional, for account audit)
- · ICP definition (titles, industries, company size, revenue floor)
- · Business context (what you sell, primary offer, real URLs, proof points)
- · Existing email sequences (if running campaigns already)
- · Historical outbound data (optional spreadsheet)
Outputs
- · Infrastructure audit (active campaigns, warmup scores, domain inventory, gaps)
- · ICP definition document (confirmed targeting parameters)
- · Expert panel scoring rounds (all 10 panelists, individual scores, aggregate, weaknesses)
- · Final email copy (all sequences in Instantly-ready format)
- · Implementation plan (step-by-step setup)
- · Capacity math (accounts × daily send rate = pipeline projections)
Requires
- · Instantly.ai (API for campaign audit and implementation)
- · Expert panel framework (10 defined panelists, scoring criteria per panelist)
Preconditions
- · ICP must be defined or collected upfront
- · Business context (what you sell, offer types)
- · Willingness to iterate copy until 90/100 reached (non-negotiable)
Failure modes
- · Generic copy never reaches 90/100, loop becomes infinite
- · Warmup scores <80 or <14 days = emails go to spam
- · No capacity math means you overpromise pipeline numbers
- · Expert panel not customized to your vertical → generic feedback
Trust signals
- · Expert panel framework (10 named panelists, defined scoring lens per panelist)
- · Non-negotiable 90/100 target with brutally honest feedback
- · All scoring rounds shown in output (iteration trail is the value)
- · Capacity math links infrastructure (accounts, warmup, daily limit) to pipeline output
- · Instantly API integration (audit existing campaigns, not theoretical)