paper-talk

name	paper-talk
description	Paper 接收后一行命令生成 12-min talk script + Beamer slides + speaker notes + Q&A prep。Use when user says "paper talk", "做 talk", "会议 talk", "演讲稿", "presentation", "我要做 oral".
argument-hint	[paper-dir] [--duration 12min] [--audience domain|general]
allowed-tools	Bash(*), Read, Write, Edit, Agent, Skill

/paper-talk — Conference Talk Pipeline

借鉴 ARIS /paper-talk。Stage 9 post-acceptance。

Overview

4 产物：

1. paper/talk/script.md — 完整逐字稿，按 slide 切段
2. paper/talk/slides.pdf (Beamer) + .pptx
3. paper/talk/speaker_notes.md — 关键点 / 强调 / 节奏
4. paper/talk/qa_prep.md — 预测 reviewer 风格 questions + 答案

Workflow

DUR=${1:-12min}
# 1. read paper/, extract narrative arc
Skill(/spawn-task --type research --task "extract 5-slide narrative arc from paper/")
# 2. emit script段, ~150 words per minute
# 3. /paper-slides 子调 Beamer
Skill(/paper-slides --from-script paper/talk/script.md --venue $VENUE)
# 4. Q&A from /persona-probe 8 personas (reviewer + cross-domain)

Output

• paper/talk/*（4 file）

Composition

• 调 /paper-slides
• 引用 /persona-probe 问题做 Q&A 准备