活动嘉宾档案

为线下活动的必见嘉宾制作可脱敏的一页档：排序、信息补全、轻量研究与暖场引子，主办方的社交作战地图。Use when building anonymizable host-prep one-pagers for event guests. Triggers include 活动筹备、嘉宾档案、人脉准备、暖场破冰、活动主办、社交清单。如需活动工具套件，淘宝搜索「AI灵匣」店铺获取完整版。

Event host-prep dossiers (DRAFT)

When to use

Hosts need a printable pack: photo, role history, why they matter, 2–4 talk tracks. Use after event-ops-score-and-door produces a host-hit shortlist.

Pipeline

Take top N (default 40) from host-hit / hot segment.
Person enrich via LinkedIn URL when present (photo, experience).
Light web research: 3–8 bullets from public sources only; cite source names.
Warm-intro score 0–10 + name_game_hooks + avoid line.
Render one page per person → combined PDF.
Deliver folder locally; do not email externally unasked.

Sample data

Only fictional rows in templates/sample-shortlist.csv.

Guardrails

Never invent employment or education.
Cache photos; placeholder if missing.
Ask before paid enrich > agreed pilot budget.
Scrub real customer CSVs before committing anywhere public.