Ai personalization

Skill bowtiefunnel/bowtie-funnel-Labs/plugins/bowtie-gtm/skills/ai-personalization

Use when a sequence needs genuine per-prospect openers written from real research — not mail-merge variables (Education). Runs on the Growth (Verbiflow) MCP.From its SKILL.md

Install

npx -y skills add bowtiefunnel/bowtie-funnel-Labs --skill ai-personalization

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

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SKILL.md

1.2 KB, 243 tokens by cl100k_base, as published. Nobody here has run it

AI Personalization

It writes a genuine per-prospect opener from real research — their post, role, company — not a template variable.

Requires

The Growth (Verbiflow) MCP. If it isn't connected yet:

claude mcp add --transport stdio growth -- npx -y growth-mcp

Always call growth_session_init first (auth + workspace).

Steps

growth_session_init — auth + workspace.
growth_run_sequence_personalization — generate openers across the list.
growth_get_sequence_personalization_progress — watch the job.
growth_get_personalization — pull the real fact behind a specific opener.
growth_set_personalization_note — pin a manual note where you want to override.

Repurpose (the Bowtie way)

Publish a sample of personalized openers (with the evidence each is based on) for client review before send.

Notes

Use growth_get_personalization for real facts — do not invent profile details from priors.
Do not send, sequence, or mutate platform state unless the user explicitly asks.

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.