Slide sage

Slide Sage

Create data-rich, interactive HTML presentations as a single HTML runtime with charts, diagrams, and code highlighting.

Core Principles

1. Data-First - Charts, diagrams, and metrics are first-class citizens, not afterthoughts
2. Single HTML Runtime - Keep presentation HTML, CSS, and JavaScript in one file. Use an assets/ directory only for many or large images. Load pinned libraries from a CDN by default. When offline delivery is requested, run scripts/inline-vendor.py after generation and keep the bundled notices with the output.
3. Viewport Fitting (NON-NEGOTIABLE) - Every slide fits exactly within 100vh. No scrolling. Content overflows? Split into multiple slides
4. Adaptive Intelligence - When given raw data, act as narrative director. When given a clear outline, act as layout executor
5. Colorblind Safe - All data visualization uses accessible color palettes by default
6. Utility-First CSS (NON-NEGOTIABLE) - Define CSS classes in <style> before referencing them in HTML. Never use inline style="..." for properties that repeat across 2+ elements. Read references/css-class-inventory.md for all available classes

Anti-slop design doctrine

Every visual choice must clarify a claim, comparison, hierarchy, or state. Do not use generic dashboard gradients, floating glass cards, repeated glowing borders, or an accent color as decoration. Do not default to Inter or the Catppuccin values #1e1e2e, #cdd6f4, and #89b4fa. Commit to one named preset, use its tokens for the interface, use the Tier 1 palette for data, and give each slide one intentional focal point. Limit a slide to one orchestrated reveal sequence. A literal hex belongs only in the selected preset, Tier 1 palette, or an intentional visual asset.

Charts represent supplied facts. Never silently invent numbers, percentages, sources, or time periods.

Phase 0: Detect Mode

Determine what the user wants:

• Mode A: New Presentation - Create from scratch. Go to Phase 1
• Mode B: PPT/PDF Conversion - User provides a .pptx or .pdf file. Extract content with scripts/extract-pptx.py or scripts/extract-pdf.py, then treat extracted JSON as input for Mode A
• Mode C: Enhancement - User references an existing HTML file. Read it first, understand its style and structure, then add/modify slides while preserving consistency

Mode C Rules

When enhancing existing presentations:

1. Read the existing HTML file completely before making changes
2. Match the existing style preset, fonts, colors, and animation level
3. Check content density before adding - respect slide type limits
4. If modifications cause overflow, split into additional slides automatically
5. Preserve all existing speaker notes and keyboard navigation

Phase 1: Gap-driven intake

Infer audience and style from a detailed prompt and state the choice in one line. Ask only when the prompt is genuinely thin. Never block in one-shot, subagent, or CI runs: choose sensible defaults and state them in one line. Offer a visual preview only when style is unspecified and a browser is available.

When an interactive response would materially change the deck, ask one focused question. The visual preview is optional and must not delay generation.

Genuine gaps

Gap	Focused question
No data provided but the topic requires factual chart data	"Do you have the numbers and their source?"
Scope is too ambiguous to choose a useful slide count	"Roughly how many slides? (5 for a quick update, 15+ for a deep dive)"
The prompt does not say who reads the slide	"Will you present this live, send it to be read on its own, or both?"
The prompt does not say how much prose belongs beside the visuals	"Diagram-led, balanced, or text-rich?"

Never ask about: animation level (detect from audience), library choices (auto-select), file format (auto-detect), presenter mode (included automatically whenever the deck has speaker notes, see Reader and density), or brand information when a named preset is sufficient.

Reader and density

These two answers decide more about whether a deck lands than the preset does, and neither is inferable from the audience. A leadership deck can be diagram-led or text-rich. The same deck can be presented or forwarded. Treat both as genuine gaps unless the prompt states them, because a prompt almost never does.

Reader decides WHERE the context lives:

Answer	Slide face	Speaker notes
present	Stays clean. The room reads the slide, the presenter reads the notes.	Carry the recall material. Presenter mode ships.
send	Must carry the context. Nobody is there to explain it.	Fold onto the slide instead. A note nobody opens is a note nobody reads.
both (default)	Readable standalone.	Carry the extra depth. Presenter mode ships.

Density decides HOW MUCH prose sits beside the visual:

Answer	Shape of a content slide
diagram-led	Diagram or example is the slide. At most 3 short lines, and only for what the diagram cannot say.
balanced (default)	One plain-language lead sentence, the diagram, then 4 to 6 points.
text-rich	Full sentences. The reason, the tradeoff, and the caveat all sit on the slide face.

Ask both in one turn when both are missing. State the inferred answers in one line when the prompt gives them.

The failure this prevents. Terse and dense are both wrong when guessed, and guessing tends to overcorrect: a deck stripped to diagrams starves the presenter of anything to recall from, and a deck padded to explain everything walls off the room it is shown to. "Too much text" on a previous deck does NOT mean diagram-led on the next one; it means the reader and density were never separated. Ask instead of swinging.

Never let the presenter's half be invisible. If the recall material only exists in a place the presenter cannot see while presenting, it does not exist. Speaker notes without presenter mode are exactly that failure.

Large decks

For a presentation with more than 15 slides, share a brief outline only when it resolves a genuine scope gap in an interactive run. Otherwise choose a sensible structure, state it in one line, and continue.

Phase 2: Content Analysis

Analyze the user's content to determine what's needed.

Detect Content Types

Scan the user's message for:

Signal	Content Type	Action
Numbers, metrics, KPIs, percentages	Data/Charts	Read references/viz-integration.md
"Architecture", "flow", "system design", "pipeline"	Diagrams	Read references/diagram-patterns.md (CSS/HTML preferred, SVG templates, inline SVG)
Code snippets, "API", "endpoint", function names	Code slides	Read references/code-highlighting.md
Comparative language ("vs", "compared to", "before/after")	Comparison slides	Use comparison templates
JSON/CSV data pasted or file referenced	Data parsing	Parse inline or read file
.pptx file path	PPT conversion	Run scripts/extract-pptx.py
.pdf file path	PDF conversion	Run scripts/extract-pdf.py
Images referenced	Image processing	Use scripts/process-images.py if needed
Architecture with specific tech (DB, cloud, auth, security)	Icons	Read references/icon-library.md

Library Selection (Silent)

Based on content types, decide which CDN libraries to include. Do NOT ask the user - just select:

Need	Library	CDN
Bar, line, pie, scatter, radar charts	Chart.js 4.4	cdn.jsdelivr.net/npm/[email protected]/dist/chart.umd.min.js
Heatmap, sankey, treemap	ECharts 6.1	cdn.jsdelivr.net/npm/[email protected]/dist/echarts.min.js
Custom statistical charts	D3.js v7	cdn.jsdelivr.net/npm/[email protected]/dist/d3.min.js
Network/dependency graph	Cytoscape.js	cdn.jsdelivr.net/npm/[email protected]/dist/cytoscape.min.js
Calendar/activity heatmap	Frappe Charts	cdn.jsdelivr.net/npm/[email protected]/dist/frappe-charts.min.umd.js
Code syntax highlighting	Prism.js	cdn.jsdelivr.net/npm/[email protected]/prism.min.js
Number animations	CountUp.js	cdn.jsdelivr.net/npm/[email protected]/dist/countUp.umd.min.js
Typing effects (title slides)	Typed.js	cdn.jsdelivr.net/npm/[email protected]/dist/typed.umd.js
Hand-drawn diagram accents	Rough.js	cdn.jsdelivr.net/npm/[email protected]/bundled/rough.min.js
Generative backgrounds	q5.js	cdn.jsdelivr.net/npm/[email protected]/q5.js
Icons for diagrams/content	Lucide (inline)	Inline SVG paths from templates/icons/lucide-sprite.svg - no CDN needed

Default: If the presentation has only text, include NO extra libraries. CSS animations suffice. Use CDN libraries by default. If the user explicitly needs offline delivery, create the deck first, run scripts/inline-vendor.py, and keep THIRD_PARTY_NOTICES.md with the offline copy. Do not call a deck offline if the converter reports an unsupported static remote asset.

Detect Animation Level

Audience Signal	Level
"Technical", "engineers", "developers", "code review"	Minimal
"Business", "stakeholders", "team update"	Balanced
"Pitch", "investors", "conference", "keynote", "wow"	Dramatic
No signal	Balanced (default)

Detect File Format

• Less than 3 small images → Single HTML file (images as data URIs)
• Many images or large images → HTML file + assets/ folder

Phase 3: Style Selection

Read references/style-guide.md for the full style system.

Three-Tier System

Tier 1: Data-Viz Palettes - Always applied. Colorblind-safe chart colors regardless of aesthetic choice.

Tier 2: Named Presets - Choose by the requested tone first, then use content type only as a tie-breaker. Read the compact index in references/style-guide.md and load the matching file from references/presets/.

Tier 3: Custom Theme - If user provides brand colors, generate a custom theme using the theme builder algorithm.

Style Application

1. Set data-theme and data-mode on <html> from the chosen preset
2. Add the preset's matching font <link> in <head> before the presentation <style> block. If CSS is the only option, place the preset's @import as the first stylesheet statement, before viewport-base.css and all other rules.
3. Inline the selected preset CSS with its system-font fallback, then inline viewport-base.css so the base classes consume the preset tokens.
4. Use the Tier 1 palette for charts, independently of the preset accent
5. Apply the preset's light or dark default unless the user overrides it

Phase 4: Generate Presentation

Step 1: Read Required References

Always read:

• references/html-template.md - Base HTML structure, SlidePresentation class
• references/viewport-system.md - Responsive CSS rules
• assets/viewport-base.css - Core CSS to inline
• references/css-class-inventory.md - Available CSS classes and inline style rules

Conditionally read (based on Phase 2 analysis):

• references/viz-integration.md - If charts/data
• references/diagram-patterns.md - If architecture/flow diagrams
• references/animation-guide.md - For animation patterns at detected level
• references/code-highlighting.md - If code snippets
• references/presenter-mode.md - Whenever the deck has speaker notes, which is every deck whose reader is present or both. Not optional: notes the presenter cannot open during the talk are notes that do not exist. Skip only for a send deck, where the notes are folded onto the slide instead.

Step 2: Plan Slide Structure

Before generating, plan the slide deck:

1. Title slide - Presentation title, subtitle, date/author
2. Agenda/Overview slide - If 8+ slides
3. Content slides - One concept per slide, respect density limits:
   • Title: 1 heading + 1 subtitle
   • Content: 1 heading + 4-6 bullets OR 2 short paragraphs
   • Chart: 1 heading + 1 chart (max 55vh height) + optional caption
   • Code: 1 heading + 10-12 lines of code
   • Diagram: 1 heading + 1 diagram (max 60vh)
   • Comparison: 1 heading + 2 columns
   • Quote: 1 quote (max 3 lines) + attribution
   • Image: 1 heading + 1 image (max-height: min(50vh, 400px))
4. Key takeaway / Summary slide - If 8+ slides
5. Closing slide - Thank you, contact, or call to action

The numbers above are the balanced default. The density answer from Phase 1 scales the prose, never the viewport rule:

Density	Content slide	Diagram and chart slides
diagram-led	1 heading + at most 3 short lines	The visual is the slide. Add a line only for what the visual cannot say.
balanced	1 heading + 1 lead sentence + 4-6 bullets	Visual + 2-3 supporting lines
text-rich	1 heading + 4-6 full sentences, carrying the reason and the caveat	Visual + the explanation that would otherwise be a speaker note

Density changes how much goes on a slide. It never changes the 100vh rule. Content that does not fit still splits into another slide at every density.

Content exceeds limits? Split into multiple slides. Never cram, never scroll.

Step 3: Generate HTML

Structure the HTML file:

<!DOCTYPE html>
<html lang="en">
<head>
  <meta charset="UTF-8">
  <meta name="viewport" content="width=device-width, initial-scale=1.0">
  <title>[Presentation Title]</title>
  <link href="[Google Fonts URL]" rel="stylesheet">
  <style>
    /* viewport-base.css (inlined) */
    /* Chosen style preset CSS variables */
    /* Animation keyframes for detected level */
    /* Code theme CSS (if code slides) */
    /* Prism.js theme (if code slides) */
  </style>
</head>
<body>
  <div class="slides-container">
    <div class="slide" id="slide-1">
      <div class="slide-content">
        <!-- Slide content -->
      </div>
    </div>
    <!-- More slides -->
  </div>
  <script id="speaker-notes" type="application/json">[{"slide":1,"notes":"Speaker note text"}]</script>

  <div class="progress-bar"><div class="progress-fill"></div></div>
  <div class="slide-counter"></div>

  <!-- CDN libraries (only those needed) -->
  <script src="[Chart.js CDN if needed]"></script>
  <script src="[Prism.js CDN if needed]"></script>

  <script>
    // SlidePresentation class (from html-template.md)
    // Chart initializations
    // Diagram template rendering
    // Prism.highlightAll() - MUST call after DOM ready
  </script>
</body>
</html>

Step 4: Chart Generation

When creating charts, follow these rules:

1. Use Chart.js as default (covers 80% of chart needs)
2. Place canvas in a responsive container: max-height: min(55vh, 420px)
3. Apply colorblind-safe palette from Tier 1
4. Match chart text colors to the presentation theme
5. Set animation based on detected level (minimal → animation: false)
6. Max 2 charts per slide in a side-by-side flexbox layout
7. Include axis labels and a legend where appropriate

Step 5: Diagram Generation

Use a CSS-first approach for all diagrams.

Tier 0: CSS/HTML Diagrams (PREFERRED - use for 80% of diagrams)

Styled divs with flexbox/grid, borders, and accent colors. Full theme integration, perfect sizing, zero dependencies. Use the utility classes from viewport-base.css:

• Sequence flows → .sequence-flow, .seq-participants, .seq-actor, .seq-step, .seq-arrow
• Architecture stacks → .arch-stack, .arch-row, .arch-row-group
• Pyramids/hierarchies → .pyramid, .pyramid-layer
• Process flows → .process-flow, .process-step, .process-arrow
• Comparisons → .card-accent, .card-top-accent with CSS Grid

See references/diagram-patterns.md Tier 0 for complete HTML patterns.

Tier 1: SVG Templates - If the diagram matches a common pattern, use a pre-designed SVG template from templates/diagrams/. Available: microservices, data-pipeline, client-server, layered-arch, cicd-pipeline, hub-and-spoke, cloud-three-tier, kubernetes-cluster, event-driven-pubsub, ml-pipeline, c4-context, network-zones, api-gateway-auth, pyramid-roadmap, funnel, nested-scopes, tree-hierarchy. Write only the data object (~200-400 chars)

Tier 2: Inline SVG - Only for fully custom diagrams needing precise geometry (network topologies, custom shapes). Use viewBox + preserveAspectRatio + CSS variables for colors. Never use raw coordinate math for arrows - use CSS borders or SVG <marker> with clean polygon definitions.

For diagram style:

• Clean geometric (default) - Rounded corners, soft colors, professional
• Hand-drawn (user opts in) - Apply Rough.js to shapes for sketch-style

Step 5b: Icon Integration

When slides reference specific technologies or infrastructure components, enhance visual recognition with icons from the curated Lucide icon set.

When to use icons:

• Architecture diagrams mentioning specific tech (database, cloud, auth, server)
• Process steps or workflow slides where icons aid scanning
• KPI/metric cards where a category icon adds context
• Bullet lists with technical items (optional, don't overuse)

How to include:

1. Read references/icon-library.md for the full icon catalog and path data
2. Include the hidden sprite block from templates/icons/lucide-sprite.svg at the top of <body> (before slides)
3. Reference icons via <use href="#icon-name"> inside inline SVG diagrams
4. Or use standalone <svg class="icon"> elements in HTML slide content

Icon sizing:

• In SVG diagrams: width="20" height="20" for standard boxes, width="16" height="16" for small contexts
• In HTML content: use the .icon CSS class (1.2em, inherits text color)

Rules:

• Icons are always optional - never required. Templates work perfectly without them
• Only include the sprite block when at least one slide uses icons (don't add unused dependencies)
• Icons inherit currentColor - they automatically match the presentation theme
• Prefer icons that reinforce the component's function: database→database, auth→shield, API→plug, cloud→cloud

Step 6: Comparison Slides

When content involves comparisons (before/after, pros/cons, A vs B):

• Use split-view layout from templates/comparison/split-view.html
• Or feature matrix from templates/comparison/feature-matrix.html
• Color-code columns with accent and secondary accent colors

Step 7: Visual Polish (Applied by Default)

Apply visual depth only when it makes a claim easier to read. Keep one orchestrated reveal sequence per slide at most.

Technique	Minimal	Balanced	Dramatic
Card accent borders (.card-accent)	Yes	Yes	Yes
Badge labels (.badge)	Yes	Yes	Yes
Tight heading typography (.tight-heading)	Yes	Yes	Yes
Background grid (.bg-grid)	No	Yes	Yes
Staggered reveal animations (.reveal)	No	Yes	Yes
Section labels (.section-label)	No	Yes	Yes
Glow effects (.glow)	No	No	Yes
Glow pulse (.glow-pulse)	No	No	Yes

How to apply:

1. Add bg-grid only when a technical or data-led tone benefits from it
2. Add reveal only to one related sequence of elements on a slide
3. Add card-accent or card-top-accent only where cards clarify grouping
4. Use badge classes for labels, step numbers, and status indicators
5. Add glow to one key accent element only for a dramatic deck
6. Use tight-heading on main headings for tighter letter-spacing
7. Use inline-code class for short code references in text (e.g., FallbackModel(...))

See references/style-guide.md "Visual Depth Techniques" section for full details.

Step 8: Code Slide Quality

When generating code slides:

1. Always specify the language class on <code> elements: <code class="language-python">
2. Call Prism.highlightAll() in the initialization script after DOM ready
3. Max 10-12 lines per code block - if more, split across slides
4. For inline code references (like FallbackModel(...) in a paragraph), use <code class="inline-code"> - do NOT create a separate code block
5. Style code containers with proper padding, border-radius, and a code-appropriate background

See references/code-highlighting.md for Prism.js initialization requirements.

Phase 5: Deliver

Pre-Delivery Validation (MANDATORY)

Before writing the final HTML file, perform these checks. This takes 30 seconds and prevents silent visual regressions.

Check 1: Class Integrity

Scan every class="..." attribute in the generated HTML. For each class name:

• Is it in viewport-base.css? → OK
• Is it in a comparison template you used? → OK
• Is it defined in this presentation's <style> block? → OK
• Is it a standard class from a CDN library (e.g., Prism.js)? → OK
• None of the above? → BUG. Define the class in <style> or use the correct existing class name.

Common traps:

Wrong (invented)	Fix
section-label	Available in viewport-base.css - use directly
metric-card	Define .metric-card in <style>, or use .kpi-card from KPI template
slide-header	Use <h2> element (already styled by viewport-base.css)
highlight	Define .highlight in <style> with specific styles
content-box	Use .slide-content or .card

Check 2: Inline Style Audit

Count style=" occurrences across all slides. Calculate per-slide average.

• Target: max ~3 inline styles per slide average
• If over threshold: Identify repeating patterns and extract to CSS classes
• Common offenders: style="color: ...", style="font-size: ...", style="display: flex; gap: ..."

Check 3: Repeating Pattern Detection

Search for any inline style value that appears on 3+ elements. Extract to a class:

• Three style="font-size: 0.85rem; color: rgba(255,255,255,0.6)" → .muted-text class
• Four style="display: flex; gap: 1rem; align-items: center" → .flex-row .gap-md or custom class
• Multiple style="background: rgba(255,255,255,0.05); border-radius: 8px; padding: 1rem" → .surface-card class

Check 4: Theme Variable Usage

Verify that custom CSS classes use theme variables, not hard-coded values:

• Colors: var(--color-accent) not #3366cc
• Spacing: var(--spacing-md) not 1.25rem
• Fonts: var(--font-mono) not 'JetBrains Mono'
• Radius: var(--radius) not 12px

This ensures the presentation respects the chosen theme and can be re-themed by changing :root variables.

Check 5: Run the static fallback

Run scripts/validate presentation.html. It checks class integrity, inline-style density, and theme-variable references without requiring browser automation. When a browser is available, also capture two or three representative slides and inspect console errors and overflow before delivery.

Check 6: The presenter can reach their own notes

If the deck has a speaker-notes block, presenter mode must be wired, or the notes are unreachable during the talk and the presenter is left recalling from memory. Confirm both: the notes block covers every slide, and pressing P opens them. A send deck has no notes to reach because its context is on the slide face instead. Never ship notes with no way to open them.

Output

1. Write the HTML file to the user's specified path (or suggest a reasonable filename like presentation.html)
2. Briefly mention:
   • How to open: "Open in any browser"
   • Keyboard shortcuts: "Use arrow keys to navigate, '?' for help"
   • PDF export: "Run scripts/export-pdf presentation.html; Browser Print > Save as PDF remains a fallback"
   • Presenter mode: "Press 'P' for presenter view with your speaker notes" whenever the deck ships notes. Say it plainly, because a presenter who does not know the notes are there gets no value from them.
3. Note the tech stack used: "Built with [Chart.js, Prism.js] via CDN"
4. State the reader and density the deck was built at, in one line ("Built diagram-led, for presenting live; press P for your notes"). It tells the user what to push back on if it reads wrong.

Do NOT

• Do NOT ask for approval before writing the file - just generate it
• Do NOT explain every design decision - the user wants a presentation, not a design document
• Do NOT include unused libraries - only CDN scripts that are actually referenced

Data Input Handling

Inline Data

If the user provides numbers in their message, extract and structure them:

• "Revenue went from $2.1M to $2.8M" → bar/line chart data
• Table of values → appropriate chart type
• Percentages → pie/doughnut or bar chart

JSON/CSV Data

If the user pastes or references structured data:

1. Parse the structure
2. Identify what maps to labels vs values
3. Choose the best chart type for the data shape
4. Generate the chart configuration

Data Description

If the user describes data without specific numbers:

• In an interactive run, ask for the numbers and their source before plotting a chart.
• In a one-shot, non-interactive, subagent, or CI run, continue with clearly-labeled SAMPLE DATA only.
• Put a visible SAMPLE DATA badge on the chart slide and this speaker note: SAMPLE DATA, replace before sharing.
• Never present sample values as factual evidence or cite an invented source.

Viewport Fitting - Critical Rules

These apply to EVERY slide in EVERY presentation:

• .slide has height: 100vh; height: 100dvh; overflow: hidden;
• ALL font sizes use clamp(min, preferred, max) - never fixed px/rem
• Images: max-height: min(50vh, 400px); width: auto; object-fit: contain;
• Charts: container max-height: min(55vh, 420px)
• Diagrams: container max-height: min(60vh, 450px)
• Code blocks: max-height: min(55vh, 400px); overflow: hidden;
• Include height breakpoints: @media (max-height: 700px), 600px, 500px
• Include prefers-reduced-motion support
• Include @media print styles that show every slide, hide navigation, and preserve backgrounds
• Never negate CSS functions directly - use calc(-1 * clamp(...))

If content doesn't fit → split into multiple slides. Never scroll.

Inline Style Rules - Critical

These rules prevent the #1 cause of post-generation cleanup.

When Inline Styles Are ACCEPTABLE

• One-off positioning: A single element needs position: absolute; top: 15%; left: 60%
• Animation delays: style="--stagger-index: 3" or style="animation-delay: 0.3s"
• Dynamic computed values: Chart container heights that depend on data count
• SVG presentation attributes: fill, stroke, transform inside <svg> elements

When Inline Styles Are FORBIDDEN

• Font size, color, padding, margin, gap, display - Always use a class
• Any property on 2+ elements - If you write the same style twice, make it a class
• Background colors on cards/containers - Use a class with theme variable
• Typography styling (font-family, font-weight, text-transform, letter-spacing) - Always a class

The 3-Strike Rule

Before writing style="..." on an element, check:

1. Does this property appear on any other element? → Make a class
2. Is this a standard layout property (display, flex, grid, gap, padding, margin)? → Make a class
3. Could this be expressed with a theme variable? → Make a class

If all three answers are "no", the inline style is acceptable.

Generation Workflow for Custom Slide Types

When creating a new slide type (metric cards, section headers, tech stack grids, etc.):

1. Define the CSS class(es) in <style> first
2. Use theme variables (var(--color-accent), var(--spacing-md), etc.)
3. Apply the class in HTML
4. If multiple visual variants needed, use modifier classes (.card.highlight, .step.active)

Accessibility

• Colorblind-safe palettes for ALL data visualization (Tier 1 always active)
• Semantic HTML: proper heading hierarchy, alt text for images
• Keyboard navigation: full keyboard support, visible focus indicators
• prefers-reduced-motion: disable all animations and transitions
• @media print: clean print output, one slide per page
• Sufficient color contrast (WCAG AA minimum)
• aria-label on interactive elements (chart canvases, nav buttons)

Cross-Platform Notes

This skill works across AI coding tools. Some capabilities vary:

• WebFetch available (Claude Code, Gemini CLI): Can verify CDN URLs are current
• WebFetch unavailable (Codex CLI, Cursor): Use the pinned CDN URLs above - they are stable
• Subagents available (Claude Code): Can parallelize chart research and generation
• Subagents unavailable (most tools): Sequential generation works fine
• Bash available (all): Required for PPT conversion scripts and image processing
• File reading (all): Required for Mode C (enhancement) and reference file loading