beautiful-deck

name	beautiful_deck
description	End-to-end beautiful Beamer deck creation. Designs an original Beamer theme tailored to a specific audience, restructures existing content via the Rhetoric of Decks (ethos / pathos / logos), generates figures and tables from R/Python/Stata code first, embeds code blocks in the deck, produces standalone walkthrough scripts, compiles to zero warnings, runs /tikz for visual collision cleanup, and dispatches a graphics-only audit agent for label and coordinate checks. Use when creating a presentation from scratch or restructuring existing content into a new beautiful deck.
allowed-tools	Bash, Read, Write, Edit, Glob, Grep, Task
argument-hint	["content-path-or-description"]

Beautiful Deck

This skill implements Scott's full deck-creation pipeline. It is NOT just a compile helper — it is the entire workflow from blank slate to audited, compiled PDF with accompanying scripts for students.

Scott's philosophy: a deck is a performance medium, not a document. It must be beautiful, technically rigorous, smoothly paced (MB/MC equivalence across slides), and visually clean at the pixel level. Every element earns its presence. Every title is an assertion. Every figure carries one message.

This skill is the orchestrator. It calls /tikz for visual cleanup, references compiledeck's mechanical rules (preambles, palettes, TikZ measurement formulas), and dispatches sub-agents for rhetoric and graphics audits.

---

Step 0: Triage — Gather Context Before Touching Anything

You MUST collect answers to these questions before generating a single slide. If the user hasn't provided them in the invocation, ask explicitly. Do not guess.

Q1: What is the source content?

• A paper draft (.tex, .pdf, .md)
• Existing lecture notes
• An existing deck to be restructured
• A description and you generate from scratch
• A paper the user is reading (in which case: have they split-pdf'd it? If yes, read the summaries. If no, ask whether to split-pdf first.)

Q2: Who is the audience?

Pick ONE and commit. Different audiences demand different rhetorical balances (per Aristotle). Cite this table verbatim when confirming with the user:

Context	Logos	Ethos	Pathos	Implications for the deck
Academic seminar (PhD-level, research talk)	50%	40%	10%	Sparse, performative, identification strategy early, one coefficient at a time, Devil's Advocate slide
Teaching lecture (undergrad or grad course)	45%	20%	35%	Clarity > compression, progressive revelation, worked examples as content, recap slides allowed
Conference presentation (20 min talk)	50%	35%	15%	Fast punch, headline result on slide 2, no literature review, ~15 slides max
Working deck (for coauthors or future-self)	60%	30%	10%	Document choices, preserve uncertainty, more text allowed, rigor > polish
External non-academic (policy, media, industry)	30%	25%	45%	Storytelling, human impact, minimal jargon, visual impact

Q3: What is the tone / aesthetic?

Two paths. Pick ONE:

Path A: Scott's house style (Professional/Academic). Use the Warm Professional palette from ~/.claude/skills/compiledeck/SKILL.md (DeepNavy, Teal, WarmOrange, Gold). Scott uses this for outward-facing academic work.

Path B: Original, audience-specific design. You design something new — a palette, a frame-title style, a TikZ accent system — tuned to this specific audience. This is the default when Scott says "design for me an original Beamer style." Do NOT reuse a previous deck's theme. You are creating something new.

Q4: Which code language for figures and tables?

R (ggplot2 + xtable/kable), Python (matplotlib/seaborn + pandas to LaTeX), or Stata (graph export png + esttab). Pick ONE for the whole deck.

Q5: Output format — Beamer (default) or something else?

The default is always Beamer. Do not switch formats unless the user explicitly asks. This is an opinionated choice: Beamer gives the richest control over typography, TikZ, math typesetting, and precise layout — and it compiles to a single PDF that projects reliably anywhere.

The user may request an alternative markdown-based presentation system. Accept these on explicit request:

• Quarto (.qmd → HTML / reveal.js or PDF / Beamer) — accepted if the user says "Quarto" or "reveal.js". Produces HTML slides with live code execution, good for live coding demos.
• R Markdown (.Rmd → xaringan or ioslides) — accepted if the user specifies. Mostly superseded by Quarto.
• Typst — accepted if the user specifies. Newer, faster compiles, less mature ecosystem.
• Raw HTML / reveal.js — accepted if the user specifies. Full web control, needs a browser to present.
• Pure markdown → Marp — accepted if the user specifies. Lightweight, limited typographic control.

Whichever format is chosen, the Three Laws and the Aristotelian balance are unchanged. The format is the medium; the rhetoric is the substance. Everything in the rest of this skill applies — one idea per slide, assertion titles, MB/MC equivalence, code-first figure generation, the rhetoric and graphics audits. Only the specific compile commands and preamble syntax change.

For alternative formats, you still produce the same outline (Step 2), the same code-first scripts (Step 3), the same rhetoric audit (Step 7), and the same graphics audit (Step 8). The preamble becomes a Quarto YAML header, a Typst style block, or a reveal.js CSS file instead of a Beamer .sty, but the design principles below still apply.

Ask the user once at the start: "Beamer (default) or another format?" If they don't answer or answer unclearly, use Beamer.

Q6: What is the ONE sentence the audience should remember?

This goes on the closing slide and frames the entire narrative arc. If the user can't state it in one sentence, help them find it before you write any slides.

---

Step 1: Design the Theme — Original, Not Boilerplate

The non-negotiable rule

Whatever format the user chose in Q5, the visual design must be original to this deck. Not a reused template. Not a default Beamer theme the audience has seen a hundred times. A reader looking at the compiled PDF should NOT be able to guess what theme package is underneath.

This is the rule regardless of the format:

• Beamer: You must produce a custom .sty file or an inline preamble that is fully styled. You MAY build on top of a theme package like metropolis, beamerposter, moloch, or focus as a foundation — they give you sane defaults for spacing and structure — but you MUST override the colors, fonts, frame-title style, title slide, and bullets enough that the result is visually unrecognizable as the source theme. A reader should see a Scott-original aesthetic, not "oh, metropolis again."
• Quarto / reveal.js: Custom CSS, custom theme file, overridden defaults. Do not ship the default Quarto theme.
• Typst: Custom style block with real design choices, not the default.

Under no circumstances ship boilerplate. The effectiveness of the deck comes from a visual identity tuned to this specific content and this specific audience, per Aristotle's principles of ethos, pathos, and logos. Boilerplate signals "I didn't bother" — which destroys ethos before the first slide lands.

The goal is: something truly effective for this audience, this content, and the rhetorical balance you committed to in Q2. If the audience is undergraduate data science, the aesthetic should feel different from a PhD causal inference seminar. If the audience is a policy audience, it should feel different from a conference theory talk. The palette, the typography, the frame-title treatment, the section dividers — every element should be chosen deliberately.

How to approach it

If Path A (Scott's house style): Copy the Warm Professional preamble from ~/.claude/skills/compiledeck/SKILL.md Step 3 — this IS Scott's house style and is not boilerplate for outward-facing academic work. Proceed to Step 2.

If Path B (original design — the default when Scott says "design for me an original Beamer style"): You are designing an original aesthetic. Follow this process:

1.1 Palette construction

Pick a core accent (one color, not an ensemble). This is the emotional anchor of the deck. Examples that have worked:

Audience	Core accent	Why
Undergraduate data science	Teal #048A81	Fresh, energetic, reads as "modern" without being juvenile
PhD causal inference seminar	DeepNavy #2E4057	Serious, anchored, matches the rhetorical weight of identification
Policy / applied work	WarmOrange #E85D04	Human warmth, urgency, signals "this matters"
Conference theory talk	SoftPurple #9D4EDD	Distinctive, academic, unusual enough to be remembered

Around the core, build a 10-color palette: 1 core accent, 1 secondary accent (analogous or complementary), 2 neutrals for text (one dark, one warm gray), 2 background neutrals (cream + white), 1 alert color (usually a deep red), 1 success / positive color (usually forest green or teal), 2 tertiary colors for charts. Define them all in \definecolor{} at the top of the preamble.

Use https://www.viget.com/articles/color-contrast/ as a WCAG-AA reference — all body text must have contrast ratio ≥ 4.5:1 against background.

1.2 Frame-title style

Pick ONE visual treatment for frame titles. Options that read well:

• Left rule: a thin colored vertical bar to the left of the title (2mm wide, core accent color)
• Underline: a 1pt horizontal rule below the title in core accent
• Background tint: a very light tint of the core accent behind the title area
• Simple bold: no decoration, just bold dark text with generous white space

Do NOT combine multiple. Pick one and use it consistently.

1.3 Bullet style

If bullets appear at all, use a single \tikz\fill circle in the core accent, sized to match the text baseline. Subitems get a smaller circle in the secondary accent. No standard Beamer triangles, no arrows, no squares.

1.4 Section dividers

Full-bleed dark background (core accent or a dark neutral), white text, one large label centered. Use \transitionslide{Title}{Subtitle} pattern from compiledeck/SKILL.md. This creates the "deck breathes" rhythm — a moment of rest between sections.

1.5 Typography

• \usefonttheme{professionalfonts} — required.
• Body text: 24pt minimum. Title: \huge. Frame title: \Large\bfseries. Footnote floor: 18pt.
• Sans-serif. If you want a custom font, use one already installed: lmodern (default), roboto, fira, or utopia. Do NOT require the user to install fonts.
• Never justify text. Always ragged right (\RaggedRight).

1.6 Write the preamble

Output the full preamble to <deck_name>.tex. Include every package needed, every color, every beamer color assignment, every font setup, and the \transitionslide macro. The preamble is boring but load-bearing — get it right on the first pass so you don't have to revisit.

---

Step 2: Design the Narrative Arc

Before writing any slides, write a one-page outline in a <deck_name>_outline.md file. Show it to the user before proceeding to slide generation. This is the checkpoint where the user can course-correct cheaply.

The pedagogical movement — intuition first, technical last

This is the single most important rhetorical commitment in this skill. Every topic, every section, every slide sequence must move in the following order:

Narrative → Application → Picture → Codeblock → Technical

Not the reverse. Never the reverse.

Stage	What it looks like	Why it comes here
1. Narrative	A story, a concrete scene, a named person in a named place facing a real problem. "In 2001, Chinese hospitals faced a policy change that forced them to cut labor subsidies..."	Anchors the audience in something human and specific before anything abstract arrives. Activates pathos. Builds curiosity, not resistance.
2. Application	A specific example the audience can hold in their hand. "Suppose you are a hospital manager deciding whether to hire a nurse or buy an MRI machine."	Makes the abstraction physical. The audience can picture the decision, not just parse the symbols.
3. Picture	A figure, a diagram, a visual that shows the pattern. One message per picture. Labeled directly.	Pictures carry intuition faster than words or equations. The audience sees the relationship before they name it.
4. Codeblock	A short, readable snippet that shows how the idea is computed. Embedded in the deck, matching the deck's palette, also saved as a standalone script.	Code is a concrete, operational form of the idea. It is a middle layer between intuition and formalism — more precise than a picture, more approachable than a theorem.
5. Technical	The equation. The theorem. The identification strategy in formal notation. The proof.	This arrives AFTER the audience already understands what it is saying. The technical statement becomes a compact summary of what they have already intuited — not a wall they must climb.

The anti-pattern is the lecture that opens with definitions, proves a theorem, and then offers an example at the end "for intuition." This treats the technical as primary and the intuition as decorative. Scott's pedagogy is the opposite: the intuition is the content, and the technical statement is what you walk AWAY with, not what you walk IN with.

When sequencing a section, check every transition: am I moving toward the technical, not away from it? If you find yourself showing an equation before the figure that motivates it, swap them. If you find yourself writing "let $X$ be a random variable..." before the audience has a story to attach $X$ to, delete that slide and start with the story.

Exceptions to the order:

• Definitions of load-bearing terms may appear early if the term is unavoidably needed — but even then, state the intuitive meaning first in plain English, then give the formal definition on the next slide.
• Roadmap slides in long teaching decks can appear before the narrative begins (for orientation) — but the first content slide must still be narrative.
• Title slides and section dividers are structural and exempt.

The arc structure

Every deck has three acts. The proportions depend on audience (see Q2 table).

Act I — Tension (open + setup). 2–4 slides.

• Title slide.
• Opening hook: a provocative question, a surprising statistic, or a concrete problem the audience recognizes. NOT an agenda, NOT "Today I'm going to talk about...", NOT a definition slide. See presentations/rhetoric_of_decks.md Part IV "The Opening" for examples.
• The stakes: why does this matter? (This is where pathos lives.)
• The roadmap (optional — only for teaching decks > 30 slides).

Act II — Investigation (the argument). 60–75% of the deck.

• Identification strategy early (for academic seminars — skeptics want to know your source of variation before they'll engage with results).
• One idea per slide. Pyramid principle within each section: state the sub-claim, then support it.
• Alternate: dense technical slides with lighter summary / figure slides. This creates the "deck breathes" rhythm.
• Devil's Advocate slide near the end of Act II (for academic or external decks): "A skeptic would say..." followed by the response.

Act III — Resolution (takeaway). 2–4 slides.

• The headline result, stated as a claim (title) with one figure or one equation supporting it.
• Implications: what does this change? What should the audience do or believe differently?
• Closing slide: the ONE sentence from Q5, on a full-bleed dark background, centered. NOT "Questions?", NOT "Thank you". This slide lingers — it is what people remember.

Titles as assertions

Every slide title must state a claim. Examples:

Weak (label)	Strong (assertion)
Results	Treatment increased K/L ratio by 18% on average
Identification	We exploit the 10% WTO tariff ceiling as a mechanical dose
Methodology	Markups are computed via De Loecker–Warzynski, not Cobb-Douglas
Literature	Prior work confuses level effects with causal responses
Implications	A smaller subsidy would have generated the same K/L response

If someone reads only the titles in sequence, they should understand the entire argument. Test this: write out just the titles. Does the sequence tell a coherent story? If not, your arc is broken.

The outline checkpoint

Write the outline as:

# <Deck name> — Outline

## Audience and rhetoric
<Copy the Q1–Q5 answers here>

## Theme
<Describe the palette, frame title style, aesthetic choices>

## The arc
### Act I (slides 1–4)
  1. Title
  2. Opening: <hook>
  3. Stakes: <why this matters>
  4. Roadmap (optional)

### Act II (slides 5–N)
  5. <Assertion title>
  6. <Assertion title>
  ...

### Act III (slides N+1 to end)
  ...
  K. Closing: <the one sentence>

## Figures and tables (code-first)
  - Figure 1: <what it shows, which script generates it>
  - Table 1: <what it contains, which script generates it>

SHOW THIS OUTLINE TO THE USER AND WAIT FOR APPROVAL BEFORE WRITING SLIDES. Do not skip this step. It is dramatically cheaper to fix the arc at this stage than after every slide is written.

---

Step 3: Figure and Table Generation — Code First, Then Embed

This is the non-negotiable order:

1. Write standalone scripts FIRST, in scripts/ subdirectory
2. Run them FIRST, generating figures into figures/ and tables into tables/
3. Only THEN write the \includegraphics{} and \input{} calls in the deck

The reverse order — writing \includegraphics{figure_1.png} first and generating figure_1.png to match — is the #1 cause of mismatched labels, wrong data, and broken compiles. Do not do it.

3.1 Scripts must be standalone

Each script must run on its own without depending on other scripts. A student should be able to open scripts/figure_3.R, run it, and reproduce exactly figures/figure_3.png. This means:

• Absolute imports at the top
• Data loading at the top (from data/ — do not hard-code absolute paths)
• Figure or table export at the bottom
• No shared state between scripts

3.2 Figure principles (applies to R, Python, or Stata)

• One message per figure. If you can't state the takeaway in one sentence, the figure is too complex.
• Title states the finding (not the chart type). "Markups fell fastest at the 95th percentile" not "Markup distribution over time".
• Direct labels, no legends whenever possible. Label the lines at their endpoints. Label the bars inside the bars. Reserve legends only for truly unreadable density.
• Match the deck's palette. Import the deck colors into the script so the figures read as part of the deck, not as foreign imports.
• Figure background matches the slide background. In matplotlib: fig.set_facecolor() and ax.set_facecolor(). In ggplot2: theme(plot.background = element_rect(fill = ...)).
• Vector format (PDF) for line charts and schematics. PNG only for images or dense rasters where vector files would be too large.
• Check coordinates explicitly. ggplot2 and matplotlib have silent failure modes where labels get cut off, legends obscure data, or tick marks misalign. The /tikz skill also checks figure label positioning — use it.

3.3 Table principles

• Use booktabs — no vertical rules, no double horizontal rules. Top rule, mid rule, bottom rule. Nothing else.
• Highlight the key number. A coefficient of interest should be boxed, colored, or bolded. Not all numbers are equal.
• Strip everything that doesn't advance the argument. Standard errors in parentheses, stars for significance, R² and N at the bottom. No "Adj R²", no "F-stat", no "Prob > F" unless the argument depends on them.
• Export to .tex fragments, not full tables. Use \input{tables/main_result.tex} in the deck, so the script can regenerate without touching the deck source.

3.4 Embed code blocks in the deck

When the deck teaches code (teaching decks, pedagogical content), show the code in the deck using a listings environment styled to match the palette. Example:

\begin{lstlisting}[basicstyle=\ttfamily\small,
                   keywordstyle=\color{DeepNavy}\bfseries,
                   commentstyle=\color{WarmGray}\itshape,
                   stringstyle=\color{Teal},
                   backgroundcolor=\color{Cream},
                   frame=single,
                   framesep=4pt,
                   rulecolor=\color{LightGray}]
df |>
  summarize(.by = sic3,
    Delta_ln_theil = ln_theil[year == 2004] - ln_theil[year == 2001],
    dose = pmax(tariff[year == 2001] - 0.1, 0)
  ) |>
  drop_na()
\end{lstlisting}

Keep code blocks short (< 12 lines). If the code is longer, split across slides or show a structural skeleton on the slide and put the full code in the accompanying script file.

Scott's rule: every code block shown in the deck should correspond to a real script file in scripts/ that the user can hand to students. The deck is the performance; the script is the reference.

---

Step 4: Write the Slides

Now, and only now, start writing slides.

4.1 The process

Work slide by slide, but also slide-sequence by slide-sequence. For each slide, and before moving to the next:

1. Re-read the outline to confirm this slide's role in the arc.
2. Check the pedagogical movement within the section. Where are we in the Narrative → Application → Picture → Codeblock → Technical sequence? If we are writing a technical slide, confirm that the preceding slides have already delivered the story, the application, the picture, and (if relevant) the code. If they have not, back up and write those slides first. Never let the technical arrive before the intuition.
3. Write the title as an assertion.
4. Pick ONE visual element: a figure, an equation, a diagram, a single statistic, a code block. Not two.
5. Add minimal supporting text — a labeled setup ("From the FOC:", "Step 1:") or ONE concluding line. NEVER a wall of sentences.
6. Check: can someone in the back row read every character? If not, cut text or increase font.

4.2 The hard rules (no exceptions)

• One idea per slide. Two max for inseparable contrasts.
• No wall of sentences. If you catch yourself writing a sentence that narrates what the audience can see, delete it.
• No bullet lists by default. Find the structure (sequence, contrast, hierarchy, causal chain) and make it visible with layout.
• No decoration without function. Stock photos, clip art, decorative icons — delete.
• White space is confidence. Crowded slides signal anxiety. Generous margins signal authority.
• TikZ before figures. When a diagram can be drawn in TikZ, prefer TikZ over imported graphics. You get vector quality, palette integration, and in-place editing.

4.3 MB/MC equivalence — the rhythm check

After drafting the full deck, walk through it and rate each slide's MB (marginal benefit) and MC (marginal cost) on a 1–5 scale. The optimal deck has the MB/MC ratio approximately equal across all slides. Look for:

• Overloaded slides (MB/MC too low): text in the footer, multiple competing ideas, charts with too many series. Split or simplify.
• Underloaded slides (MB/MC too high): a single word where a sentence would reinforce, wasted real estate. Add or merge.

Exception: deliberate jump scares. A sudden spike in density for rhetorical effect — a dense regression table, a provocative claim, a complex diagram. These must be INTENTIONAL. One or two per deck max.

---

Step 5: The Compile Loop — ZERO TOLERANCE for Warnings

Scott's standing rule: "I do not even tolerate cosmetic mistakes." Overfull \hbox, underfull \hbox, overfull \vbox, underfull \vbox, font warnings, missing references — all of these must return zero counts before you hand the deck over, and they must also return zero counts at every intermediate checkpoint in this skill. A zero count on the final compile is not enough if intermediate compiles had warnings — the warnings must be actively eliminated as they appear, not left to accumulate.

The compile check — run this verbatim after every edit

pdflatex -interaction=nonstopmode <deck>.tex

Then, in this order:

1. Fatal errors.

   grep "^!" <deck>.log
   

   Must return nothing. If anything, fix and recompile before moving on.

2. Overfull / underfull box warnings.

   grep -cE "Overfull|Underfull" <deck>.log
   

   Must return exactly 0. Not "close to zero." Not "just a few small ones." Exactly zero. If the count is nonzero:

   • Run grep -nE "Overfull|Underfull" <deck>.log to see every instance with line numbers
   • For each warning, read the line number from the log (it tells you which line of the .tex file triggered it)
   • Apply the appropriate fix from the table below
   • Recompile
   • Re-run the count. Repeat until it is zero.

   Warning type	Fix
   Overfull \hbox	Rephrase shorter; use \adjustbox{max width=\textwidth}; add @{} to outer tabular columns; reduce font size on that line only; break a long URL with \url{} or \nolinkurl{}
   Underfull \hbox	Rephrase; adjust paragraph breaks; add \hfill or \raggedright; remove unnecessary line breaks
   Overfull \vbox	Split the slide; reduce \vspace{} values; shrink figure with width=0.9\textwidth; tighten list spacing; remove unnecessary \vfill
   Underfull \vbox	Add \vfill or \vspace*{\fill}; adjust \topsep / \itemsep; merge with another slide if truly underloaded

   Even 0.1pt overfull must be fixed. LaTeX reports warnings for a reason — they indicate the compiler is making layout compromises you did not authorize. Letting "just one small one" through is the broken-windows failure mode.

3. Font warnings.

   grep -i "warning" <deck>.log | grep -i "font"
   

   Must return nothing. If any appear, it usually means a required font package is missing — install it and recompile.

The zero-tolerance rule applies at every checkpoint

This skill has multiple compile checkpoints:

• After Step 4 (first slide draft)
• After Step 6 (post /tikz cleanup)
• After Step 7 (post rhetoric audit fixes)
• After Step 8 (post graphics audit fixes)
• Step 9 (final compile)

At each checkpoint, the full compile check above must pass with zero warnings before proceeding. If you proceed to Step 7 with a lingering Overfull warning, you are not following the protocol. Fix it first.

The final-compile gate

Before handing the deck to the user in Step 10, run the compile check one last time and confirm every counter is zero. If anything is nonzero, go back and fix it. Do not rationalize, do not explain it away, do not ship with known warnings.

---

Step 6: Visual Cleanup — Invoke /tikz

LaTeX warnings catch box overflow. They do NOT catch:

• TikZ label collisions with arrows, boxes, or other labels
• ggplot2 / matplotlib labels clipped at figure boundaries
• Coordinate misalignment in custom diagrams
• Text bleeding into patches or shapes

Run /tikz <deck>.tex to audit every TikZ figure in the deck using the measurement-based collision-prevention protocol. The skill will:

• Compute Bézier curve depths and check for label overlaps
• Calculate text-width vs. node-gap for every edge label
• Verify boundary clearances for labels near shapes
• Check cross-slide consistency if the same diagram appears on multiple slides
• Report every collision with exact line numbers

Apply all fixes the skill suggests, then recompile. Go back to Step 5 if any new warnings appear.

---

Step 7: Rhetoric Audit — Second Agent

Dispatch a sub-agent (via the Task tool) to evaluate the deck against the Rhetoric of Decks principles. Give it the following task prompt:

You are Referee 2 in rhetoric-review mode. Audit the Beamer deck at <deck>.tex and its compiled PDF at <deck>.pdf against the principles in ~/mixtapetools/presentations/rhetoric_of_decks.md. Check specifically:

1. Titles are assertions. Read the titles in sequence. Do they tell a coherent story? List any title that is a label rather than an assertion, with a suggested rewrite.
2. One idea per slide. List any slide with two or more competing ideas.
3. No wall of sentences. List any slide with more than two prose sentences stacked vertically.
4. MB/MC equivalence. Rate each slide's density on a 1–5 scale. Flag outliers (slides that are dramatically denser or sparser than their neighbors).
5. Narrative arc. Does the deck have a clear Setup / Development / Resolution structure? Does the opening hook and does the closing linger?
6. Devil's Advocate. Is there a slide addressing the strongest objection? If the context is academic or external, this is required.
7. Audience fit. Does the rhetorical balance (ethos / pathos / logos) match the audience declared at Step 0?

Return a structured report with numbered concerns and suggested rewrites. Do NOT modify the deck source — only diagnose. The main agent will apply fixes.

When the sub-agent returns, apply every Major concern and as many Minor concerns as feasible, then go back to Step 5 and recompile.

---

Step 8: Graphics Audit — Third Agent

Dispatch a second sub-agent focused ONLY on graphics. This is the step most people skip. Graphics errors don't trigger LaTeX warnings and they don't show up in rhetoric audits. They must be caught by explicit coordinate verification. Task prompt:

You are a graphics auditor. Audit ONLY the figures, tables, and TikZ diagrams in the compiled PDF at <deck>.pdf. Do not evaluate rhetoric, narrative, or content. Check specifically:

1. Numerical accuracy. For every figure or table, verify that the numbers shown match the numbers in the underlying script output. Any mismatch is a critical error.
2. Label positioning. Are labels where they appear to be in the source code, or has the coordinate system drifted? For TikZ, verify intended coordinates match rendered positions. For ggplot2/matplotlib, verify axis labels, tick marks, legends, and annotations are not clipped or obscuring data.
3. Axis and tick coherence. Are axis ranges sensible? Are tick marks at meaningful intervals? Are tick labels readable?
4. Color consistency. Do figure colors match the deck palette? Are the same colors used consistently across figures for the same variables?
5. Font sizing. Are figure fonts readable at the back of the room (minimum 18pt equivalent in rendered form)?
6. Table formatting. Do tables use booktabs rules only? Are key coefficients highlighted? Is the decimal alignment consistent?
7. Figure captions. Does every figure have a caption that states what to conclude, not just what the figure is?

Return a structured report with numbered concerns, each tied to a specific file path and line/coordinate. Do NOT modify any files — only diagnose.

Apply every fix, then recompile (Step 5) and re-run /tikz (Step 6). This is typically where the last round of silent errors get caught.

---

Step 9: Final Compile

Run the compile loop one last time. Required state:

• Zero compile errors
• Zero Overfull warnings
• Zero Underfull warnings
• Zero font warnings
• /tikz audit returns no collisions
• Rhetoric audit sub-agent concerns all addressed
• Graphics audit sub-agent concerns all addressed
• The deck opens and displays correctly in a PDF viewer

If any of these are not true, go back to the relevant step. Do not hand the deck to the user in a state that isn't fully audited. Scott's rule: "I do not even tolerate cosmetic mistakes."

---

Step 10: Deliver

Produce this directory structure:

<deck_name>/
├── <deck_name>.tex          # Main Beamer source
├── <deck_name>.pdf          # Compiled deck (clean)
├── <deck_name>_outline.md   # The Step 2 outline (keep for future iteration)
├── preamble.tex             # If the preamble is long enough to factor out
├── scripts/
│   ├── figure_1.R           # Standalone, runnable
│   ├── figure_2.R
│   ├── table_1.R
│   └── ...
├── figures/
│   ├── figure_1.pdf
│   ├── figure_2.pdf
│   └── ...
└── tables/
    ├── table_1.tex          # LaTeX fragment, \input-able
    └── ...

Report to the user:

• Path to the compiled PDF
• Slide count
• List of figures and tables generated
• List of accompanying scripts (for student walkthroughs)
• Summary of the rhetoric audit (what was flagged, what was fixed)
• Summary of the graphics audit (same)
• Any remaining TODOs or known limitations

---

Reference: The Three Laws (per presentations/rhetoric_of_decks.md)

These are the constants that hold across every audience, every aesthetic, every deck. Read them once and internalize:

1. Beauty is function. Beauty in presentation is clarity made visible. Decoration without function is noise. The most beautiful slide may be three words on a blank background.
2. Cognitive load is the enemy. One idea per slide. Two max for inseparable contrasts. If you need "also" or "additionally," you need a new slide.
3. The slide serves the spoken word. The slide is the visual anchor for what you say — not what you say. If your slides can be understood without you speaking, you have written a document and called it a presentation.

Reference: The Aristotelian triad (per presentations/rhetoric_of_decks.md Part II)

• Ethos (credibility). The audience asks: Why should I trust this person? Ethos lives in methodology slides, Devil's Advocate slides, honest scorecards, acknowledgment of limitations. Admitting weakness builds credibility.
• Pathos (emotion). The audience asks: Why should I care? Pathos lives in opening hooks, stakes, human impact, aspiration. Pathos without logos is demagoguery.
• Logos (logic). The audience asks: Does this make sense? Logos lives in data visualizations, comparison tables, causal diagrams, the logical flow from problem to conclusion. Logos without pathos is a lecture.

The rhetorical balance depends on the audience — see Q2 in Step 0.

---

Full Philosophy Reference

For the complete essay behind these principles:

• ~/mixtapetools/presentations/rhetoric_of_decks.md — the condensed operational version
• ~/mixtapetools/presentations/rhetoric_of_decks_full_essay.md — the 600-line intellectual genealogy from Aristotle through LLMs

This skill operationalizes those essays. You don't need to re-read them to execute the workflow — just follow the steps above.

Supporting skills

• compiledeck — the mechanical compile loop, preamble templates, palette reference, TikZ rules. beautiful_deck references it for these pieces rather than duplicating them.
• tikz — the measurement-based visual collision audit. Invoked at Step 6.
• referee2 — the full five-audit protocol. beautiful_deck uses its rhetoric-audit logic in Step 7.
• split-pdf — if the source content is a paper the user is reading, split it first and work from the summaries.