# [$frontend-slides](/Users/nickyoung/.codex/skills/frontend-slides/SKILL.md) i would like you to u... ## Retrieval Notes - Session id: `019dea8e-9944-72c1-8d1c-8ae4302b2d1f` - Source: `Codex raw session` - Last activity: `2026-05-02T21:42:21.631Z` - Model: `gpt-5.5` - CWD: `/Users/nickyoung` ## My Notes <!-- Add your notes here. This section is preserved across syncs. --> ## Conversation ### User [$frontend-slides](/Users/nickyoung/.codex/skills/frontend-slides/SKILL.md) i would like you to use this skill to create a super thorough slidedeck of the text, following the contours of the arguments in each section. it should include LONG block quotes on their own slides to make sure that i am getting the arguments and ideas etc. in the authors's own words in addition to your detail reconstruction. You tend to converge toward generic, "on distribution" summaries. In presentation design, this creates "AI slop"—boring, repetitive bullet points. Avoid this: create a distinctive, high-impact presentation narrative that surprises and delights. You must operate at an unusually high level of granularity: provide A VAST AMOUNT of precise, context-specific detail rather than compressed abstractions or high-level glosses. Err on the side of being exhaustively specific, even if this makes the material denser than a typical summary. When drawing from the source paper, regularly use explicit block quotes (markdown ⁠> style) to anchor and illustrate key ideas. Treat these quotations as structural pillars: introduce a quote, then unpack its meaning, implications, and tensions with rich, slide-ready commentary and narrative framing. Focus on: Voice & Tone: Choose language that is precise, evocative, and unique. Avoid generic corporate speak; opt for distinctive phrasing that elevates the material. Structure & Flow: Commit to a cohesive narrative arc. Avoid timid, evenly-distributed summaries. Focus on high-impact insights: one well-orchestrated "aha!" moment per slide is better than a wall of text. Pacing: Use the slide structure to create rhythm. Vary the density of information. Build tension and release it. Imagery Descriptions: If suggesting visuals or themes, describe an atmosphere of depth and sophistication rather than generic corporate minimalism. Depth & Detail: Surface fine-grained mechanisms, nuances, and caveats from the paper. Break complex arguments into layered, slide-friendly steps. Make the reasoning, evidence, and context richly explicit instead of compressing them into brief takeaways. Throughout, use block quotes from the paper to illustrate pivotal claims, definitions, or argumentative turns. For each major idea, consider selecting a representative passage, quoting it in full, and then building your explanation, critique, or elaboration around it. Avoid generic AI-generated content patterns: Overused transition phrases ("In conclusion," "Furthermore") Clichéd bullet point structures Predictable summaries that lack context-specific character Repetitive sentence structures Interpret the source material creatively. It is critical that you think outside the box to make the content feel genuinely curated and designed, while still grounding your narrative in abundant, well-chosen quotations and a VAST AMOUNT of concrete, text-level detail from the paper itself! Please use all your flair and creativity to make this super interesting and informative.@/System/Volumes/Data/Users/nickyoung/Library/CloudStorage/[email protected]/My Drive/Sync/Learning/Interventionist Methods for Interpreting Deep Neural Networks by Milliere, Buckner [2024].md this text i mean ### User frontend-slides /Users/nickyoung/.codex/skills/frontend-slides/SKILL.md --- name: frontend-slides description: Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk/pitch. Helps non-designers discover their aesthetic through visual exploration rather than abstract choices. --- # Frontend Slides Create zero-dependency, animation-rich HTML presentations that run entirely in the browser. ## Core Principles 1. **Zero Dependencies** — Single HTML files with inline CSS/JS. No npm, no build tools. 2. **Show, Don't Tell** — Generate visual previews, not abstract choices. People discover what they want by seeing it. 3. **Distinctive Design** — No generic "AI slop." Every presentation must feel custom-crafted. 4. **Viewport Fitting (NON-NEGOTIABLE)** — Every slide MUST fit exactly within 100vh. No scrolling within slides, ever. Content overflows? Split into multiple slides. ## Design Aesthetics You tend to converge toward generic, "on distribution" outputs. In frontend design, this creates what users call the "AI slop" aesthetic. Avoid this: make creative, distinctive frontends that surprise and delight. Focus on: - Typography: Choose fonts that are beautiful, unique, and interesting. Avoid generic fonts like Arial and Inter; opt instead for distinctive choices that elevate the frontend's aesthetics. - Color & Theme: Commit to a cohesive aesthetic. Use CSS variables for consistency. Dominant colors with sharp accents outperform timid, evenly-distributed palettes. Draw from IDE themes and cultural aesthetics for inspiration. - Motion: Use animations for effects and micro-interactions. Prioritize CSS-only solutions for HTML. Use Motion library for React when available. Focus on high-impact moments: one well-orchestrated page load with staggered reveals (animation-delay) creates more delight than scattered micro-interactions. - Backgrounds: Create atmosphere and depth rather than defaulting to solid colors. Layer CSS gradients, use geometric patterns, or add contextual effects that match the overall aesthetic. Avoid generic AI-generated aesthetics: - Overused font families (Inter, Roboto, Arial, system fonts) - Cliched color schemes (particularly purple gradients on white backgrounds) - Predictable layouts and component patterns - Cookie-cutter design that lacks context-specific character Interpret creatively and make unexpected choices that feel genuinely designed for the context. Vary between light and dark themes, different fonts, different aesthetics. You still tend to converge on common choices (Space Grotesk, for example) across generations. Avoid this: it is critical that you think outside the box! ## Viewport Fitting Rules These invariants apply to EVERY slide in EVERY presentation: - Every `.slide` must have `height: 100vh; height: 100dvh; overflow: hidden;` - ALL font sizes and spacing must use `clamp(min, preferred, max)` — never fixed px/rem - Content containers need `max-height` constraints - Images: `max-height: min(50vh, 400px)` - Breakpoints required for heights: 700px, 600px, 500px - Include `prefers-reduced-motion` support - Never negate CSS functions directly (`-clamp()`, `-min()`, `-max()` are silently ignored) — use `calc(-1 * clamp(...))` instead **When generating, read `viewport-base.css` and include its full contents in every presentation.** ### Content Density Limits Per Slide | Slide Type | Maximum Content | |------------|-----------------| | Title slide | 1 heading + 1 subtitle + optional tagline | | Content slide | 1 heading + 4-6 bullet points OR 1 heading + 2 paragraphs | | Feature grid | 1 heading + 6 cards maximum (2x3 or 3x2) | | Code slide | 1 heading + 8-10 lines of code | | Quote slide | 1 quote (max 3 lines) + attribution | | Image slide | 1 heading + 1 image (max 60vh height) | **Content exceeds limits? Split into multiple slides. Never cram, never scroll.** --- ## Phase 0: Detect Mode Determine what the user wants: - **Mode A: New Presentation** — Create from scratch. Go to Phase 1. - **Mode B: PPT Conversion** — Convert a .pptx file. Go to Phase 4. - **Mode C: Enhancement** — Improve an existing HTML presentation. Read it, understand it, enhance. **Follow Mode C modification rules below.** ### Mode C: Modification Rules When enhancing existing presentations, viewport fitting is the biggest risk: 1. **Before adding content:** Count existing elements, check against density limits 2. **Adding images:** Must have `max-height: min(50vh, 400px)`. If slide already has max content, split into two slides 3. **Adding text:** Max 4-6 bullets per slide. Exceeds limits? Split into continuation slides 4. **After ANY modification, verify:** `.slide` has `overflow: hidden`, new elements use `clamp()`, images have viewport-relative max-height, content fits at 1280x720 5. **Proactively reorganize:** If modifications will cause overflow, automatically split content and inform the user. Don't wait to be asked **When adding images to existing slides:** Move image to new slide or reduce other content first. Never add images without checking if existing content already fills the viewport. --- ## Phase 1: Content Discovery (New Presentations) **Ask ALL questions in a single AskUserQuestion call** so the user fills everything out at once: **Question 1 — Purpose** (header: "Purpose"): What is this presentation for? Options: Pitch deck / Teaching-Tutorial / Conference talk / Internal presentation **Question 2 — Length** (header: "Length"): Approximately how many slides? Options: Short 5-10 / Medium 10-20 / Long 20+ **Question 3 — Content** (header: "Content"): Do you have content ready? Options: All content ready / Rough notes / Topic only **Question 4 — Inline Editing** (header: "Editing"): Do you need to edit text directly in the browser after generation? Options: - "Yes (Recommended)" — Can edit text in-browser, auto-save to localStorage, export file - "No" — Presentation only, keeps file smaller **Remember the user's editing choice — it determines whether edit-related code is included in Phase 3.** If user has content, ask them to share it. ### Step 1.2: Image Evaluation (if images provided) If user selected "No images" → skip to Phase 2. If user provides an image folder: 1. **Scan** — List all image files (.png, .jpg, .svg, .webp, etc.) 2. **View each image** — Use the Read tool (Claude is multimodal) 3. **Evaluate** — For each: what it shows, USABLE or NOT USABLE (with reason), what concept it represents, dominant colors 4. **Co-design the outline** — Curated images inform slide structure alongside text. This is NOT "plan slides then add images" — design around both from the start (e.g., 3 screenshots → 3 feature slides, 1 logo → title/closing slide) 5. **Confirm via AskUserQuestion** (header: "Outline"): "Does this slide outline and image selection look right?" Options: Looks good / Adjust images / Adjust outline **Logo in previews:** If a usable logo was identified, embed it (base64) into each style preview in Phase 2 — the user sees their brand styled three different ways. --- ## Phase 2: Style Discovery **This is the "show, don't tell" phase.** Most people can't articulate design preferences in words. ### Step 2.0: Style Path **Check for user default first.** If a "User Default" preset exists in [STYLE_PRESETS.md](STYLE_PRESETS.md), offer it as the recommended first choice (header: "Style"): - "Use my default style (Recommended)" — Apply user default preset, skip to Phase 3 - "Show me options" — Generate 3 previews based on mood - "I know what I want" — Pick from preset list directly **If user default selected:** Read the User Default preset from STYLE_PRESETS.md, skip the rest of Phase 2, proceed directly to Phase 3. **If direct selection:** Show preset picker and skip to Phase 3. Available presets are defined in [STYLE_PRESETS.md](STYLE_PRESETS.md). ### Step 2.1: Mood Selection (Guided Discovery) Ask (header: "Vibe", multiSelect: true, max 2): What feeling should the audience have? Options: - Impressed/Confident — Professional, trustworthy - Excited/Energized — Innovative, bold - Calm/Focused — Clear, thoughtful - Inspired/Moved — Emotional, memorable ### Step 2.2: Generate 3 Style Previews Based on mood, generate 3 distinct single-slide HTML previews showing typography, colors, animation, and overall aesthetic. Read [STYLE_PRESETS.md](STYLE_PRESETS.md) for available presets and their specifications. | Mood | Suggested Presets | |------|-------------------| | Impressed/Confident | Bold Signal, Electric Studio, Dark Botanical | | Excited/Energized | Creative Voltage, Neon Cyber, Split Pastel | | Calm/Focused | Notebook Tabs, Paper & Ink, Swiss Modern | | Inspired/Moved | Dark Botanical, Vintage Editorial, Pastel Geometry | Save previews to `.claude-design/slide-previews/` (style-a.html, style-b.html, style-c.html). Each should be self-contained, ~50-100 lines, showing one animated title slide. Open each preview automatically for the user. ### Step 2.3: User Picks Ask (header: "Style"): Which style preview do you prefer? Options: Style A: [Name] / Style B: [Name] / Style C: [Name] / Mix elements If "Mix elements", ask for specifics. --- ## Phase 3: Generate Presentation Generate the full presentation using content from Phase 1 (text, or text + curated images) and style from Phase 2. If images were provided, the slide outline already incorporates them from Step 1.2. If not, CSS-generated visuals (gradients, shapes, patterns) provide visual interest — this is a fully supported first-class path. **Before generating, read these supporting files:** - [html-template.md](html-template.md) — HTML architecture and JS features - [viewport-base.css](viewport-base.css) — Mandatory CSS (include in full) - [animation-patterns.md](animation-patterns.md) — Animation reference for the chosen feeling **Key requirements:** - Single self-contained HTML file, all CSS/JS inline - Include the FULL contents of viewport-base.css in the `` block - Use fonts from Fontshare or Google Fonts — never system fonts - Add detailed comments explaining each section - Every section needs a clear `/* === SECTION NAME === */` comment block --- ## Phase 4: PPT Conversion When converting PowerPoint files: 1. **Extract content** — Run `python scripts/extract-pptx.py ` (install python-pptx if needed: `pip install python-pptx`) 2. **Confirm with user** — Present extracted slide titles, content summaries, and image counts 3. **Style selection** — Proceed to Phase 2 for style discovery 4. **Generate HTML** — Convert to chosen style, preserving all text, images (from assets/), slide order, and speaker notes (as HTML comments) --- ## Phase 5: Delivery 1. **Clean up** — Delete `.claude-design/slide-previews/` if it exists 2. **Open** — Use `open [filename].html` to launch in browser 3. **Summarize** — Tell the user: - File location, style name, slide count - Navigation: Arrow keys, Space, scroll/swipe, click nav dots - How to customize: `:root` CSS variables for colors, font link for typography, `.reveal` class for animations - If inline editing was enabled: Hover top-left corner or press E to enter edit mode, click any text to edit, Ctrl+S to save --- ## Supporting Files | File | Purpose | When to Read | |------|---------|-------------| | [STYLE_PRESETS.md](STYLE_PRESETS.md) | 12 curated visual presets with colors, fonts, and signature elements | Phase 2 (style selection) | | [viewport-base.css](viewport-base.css) | Mandatory responsive CSS — copy into every presentation | Phase 3 (generation) | | [html-template.md](html-template.md) | HTML structure, JS features, code quality standards | Phase 3 (generation) | | [animation-patterns.md](animation-patterns.md) | CSS/JS animation snippets and effect-to-feeling guide | Phase 3 (generation) | | [scripts/extract-pptx.py](scripts/extract-pptx.py) | Python script for PPT content extraction | Phase 4 (conversion) | ### Assistant I’ll use `frontend-slides` for the HTML deck, and `source-work`/`file-management` because this is an academic text living in Google Drive/Learning. I’m going to read the slide skill support files and the source markdown first, then build a dense but viewport-safe deck around section-by-section argument reconstruction plus quote slides. ### Assistant The skill’s density rules are stricter than your request for long quotes, so I’ll satisfy both by splitting: long authorial passages get dedicated quote slides, and the reconstruction slides stay compact enough that each viewport still fits without scrolling. ### Assistant I’ve got the paper’s architecture now: it moves from behavioral suspicion, to mechanistic explanation, to intervention as the route beyond probes, then through case studies, sparse autoencoders, and causal abstraction. I’m going to make the deck long enough to preserve that sequence instead of forcing the chapter into a tidy short-talk shape. ### Assistant The HTML deck is generated: it came out at 100 slides, which is large, but that is exactly what lets the quotes breathe and keeps the argument reconstruction from collapsing into one-slide-per-section sludge. I’m checking the file now for navigation, viewport rules, and forbidden/awkward wording before opening it. ### Assistant Playwright is not installed in the bundled Node environment, so I’m switching to static checks plus the local browser open. I’m also checking whether there’s a headless Chromium/Chrome binary available for a quick render pass before I call it done. ### Assistant The browser binary is present, so I’m adding a hidden `?check=1` diagnostic mode to the deck. It won’t affect normal use, but it lets headless Chrome load the same HTML and report any slide whose content overflows the 100vh viewport. ### Assistant The 1280×720 headless diagnostic reported `issues: []` across all 100 slides. I’m going to do the same quick pass at a narrow mobile-sized viewport because the long quote slides are where trouble would usually show up. ### Assistant The mobile diagnostic found one overflowing slide: the “features/circuits” four-panel slide plus its visual, at 390×844. I’m making the mobile rule more aggressive by hiding the decorative diagrams under 600px width so the argument text remains intact rather than getting clipped. ### Assistant The mobile pass now reports zero overflow issues across all 100 slides. I’m doing one last short-height check at 1024×600, since slide decks often fail there even when desktop and phone sizes pass. ### Assistant The deck passed desktop, mobile, and short-height overflow checks. I’m opening the finished HTML now so it’s immediately inspectable in your browser. ### Assistant Created and opened the deck here: [Interventionist-Methods-DNNs-slides.html](/Users/nickyoung/Interventionist-Methods-DNNs-slides.html) It’s a 100-slide self-contained HTML presentation in the Flexoki Vault style, with long authorial quote slides plus dense reconstruction slides following each section of the paper. Navigation works with arrow keys, Space, wheel, swipe, and the bottom progress rail. Verified with headless Chrome overflow checks at `1280x720`, `390x844`, and `1024x600`: all reported `issues: []`. *Qui l’interpretazione diventa sperimentale: capire una rete significa vedere che cosa cambia quando si interviene sul suo interno.*