Lead Gen JaySkillsList Optimize

List Optimize

LGJ Exclusive Skill v2.0 16 files

Qualify, normalize, research, and personalize a scraped lead list before campaign launch. Bundles 9 shell scripts (qualify.sh, normalize-company.sh, research.sh, personalize.sh, run-pipeline.sh, validate-campaign-vars.sh, migrate-schema.sh + db-query.sh helper). Interactive phase picker. Validates target Instantly/Email Bison campaign template carries the personalization variable + fallback before any DB writes. Updates Turso leads table with qualification + normalization + personalization fields. Requires the lead-tracking-db skill (provides db-setup.sh + V1 schema).

cold-emaillead-qualificationlead-researchpersonalizationperplexitytursodata-cleaningicp

List Optimize is a Claude Code skill. Qualify, normalize, research, and personalize a scraped lead list before campaign launch. It works well with consulti-scrape, lead-tracking-db, email-verification, cold-email-strategy, cold-email-copywriting, cold-email-quickstart, cold-email-campaign-deploy, instantly, email-bison.

Documentation

--- name: list-optimize description: "Clean a scraped lead list before campaign launch: AI-qualify against ICP, normalize company names, then (after email-verification) research each survivor via web-search (Zeus search default, Perplexity fallback) and write a 1-sentence personalization line for th
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This skill’s full documentation, trigger phrases, and install command are reserved for AI Automation Insiders members.

JF
Built by Jay Feldman
Founder, Lead Gen Jay · Inc. 5000 · 80K+ YouTube subs

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Files included
SKILL.md
manifest.yaml
references/qualification-prompt.md
references/company-normalization-rules.md
references/personalization-prompt.md
evals/evals.json
scripts/db-query.sh
scripts/list-optimize/migrate-schema.sh
scripts/list-optimize/migrate-schema.sql
scripts/list-optimize/normalize-company.sh
scripts/list-optimize/perplexity-research.sh
scripts/list-optimize/personalize.sh
scripts/list-optimize/qualify.sh
scripts/list-optimize/research.sh
scripts/list-optimize/run-pipeline.sh
scripts/list-optimize/validate-campaign-vars.sh
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