AgentSkillsCN

create-lecture

基于论文与相关资料新建 Beamer 课程讲义，采用规范化的流程设计，确保符号表达的一致性。

SKILL.md
--- frontmatter
name: create-lecture
description: Create new Beamer lecture from papers and materials. Guided workflow with notation consistency.
disable-model-invocation: true
argument-hint: "[Topic name]"
allowed-tools: ["Read", "Grep", "Glob", "Write", "Edit", "Bash", "Task"]
context: fork

Lecture Creation Workflow

Create a beautiful, pedagogically excellent Beamer lecture deck.

This is a collaborative, iterative process. The instructor drives the vision; Claude is a thinking partner.

CONSTRAINTS (Non-Negotiable)

  1. •Read the knowledge base FIRST — notation registry, narrative arc, applications database
  2. •Every new symbol MUST be checked against the notation registry
  3. •Motivation before formalism — no exceptions
  4. •Worked example within 2 slides of every definition
  5. •Max 2 colored boxes per slide
  6. •No \pause or overlay commands (check project rules)
  7. •Transition slides at major conceptual pivots
  8. •Thread at least 1 running empirical application throughout
  9. •All citations verified against the bibliography
  10. •Work in batches of 5-10 slides — share for feedback, don't bulk-dump

WORKFLOW

Phase 0: Intake & Context

  • •Read knowledge base and creation guide
  • •Inventory provided materials (papers, slides, code)
  • •Read previous lecture's structure and ending
  • •State pedagogical goal, get user confirmation

Phase 1: Paper Analysis (When Papers Provided)

  • •Split into chunks, extract key ideas
  • •Map paper notation → course notation
  • •Identify slide-worthy content
  • •Present summary for approval

Phase 2: Structure Proposal

  • •Propose outline (5-Act or 3-Part template)
  • •List TikZ diagrams and R figures needed
  • •List new notation to introduce
  • •GATE: User approves before Phase 3

Phase 3: Draft Slides (Iterative)

  • •Work in batches of 5-10 slides
  • •Check notation, apply creation patterns
  • •Quality checks during drafting

Phase 4: Figures & Code

  • •R scripts following conventions
  • •TikZ diagrams in Beamer source (single source of truth)
  • •Save RDS for future Quarto integration

Phase 5: Polish & Compile

  • •Full 3-pass compilation
  • •Run Devil's Advocate
  • •Run Substance Review (if domain reviewer configured)
  • •Update knowledge base with new notation

Post-Creation Checklist

code
[ ] Lecture compiles without errors
[ ] No overfull hbox > 10pt
[ ] All citations resolve
[ ] Every definition has motivation + worked example
[ ] Max 2 colored boxes per slide
[ ] 2-3 Socratic questions embedded
[ ] Transition slides between sections
[ ] At least 1 running application threaded throughout
[ ] New notation added to knowledge base
[ ] Session log updated
[ ] Devil's Advocate run