Ai personalization
Skill bowtiefunnel/bowtie-funnel-Labs/plugins/bowtie-gtm/skills/ai-personalization
Reusable skills for AI coding agents. Organize any agent folder into a clean, filesystem-first layout.
npx -y skills add bowtiefunnel/bowtie-funnel-Labs --skill ai-personalizationAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
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What its author says it does
Copied from the file, not written here
Use when a sequence needs genuine per-prospect openers written from real research — not mail-merge variables (Education). Runs on the Growth (Verbiflow) MCP.
SKILL.md
1.2 KB, 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_personalizationfor real facts — do not invent profile details from priors. - Do not send, sequence, or mutate platform state unless the user explicitly asks.