Ular Kimsanov 87f4c77e2f
feat: website capture pipeline + 7-step video production skill (#284)
* feat(cli): add website capture with AI-powered DESIGN.md generation

Adds `hyperframes capture <url>` command that extracts a complete design
system from any website, producing AI-agent-ready output:

- Full-page screenshot (lazy-load aware, nav at top)
- AI-generated DESIGN.md via Claude API (colors, typography, elevation,
  components, do's/don'ts) with programmatic asset catalog (136+ assets
  with HTML context annotations like img[src], css url(), link[rel=preload])
- CSS-purged compositions (87% size reduction via PurgeCSS)
- HTML-prettified compositions (one-tag-per-line for AI readability)
- CLAUDE.md + .cursorrules auto-generated for AI agent instructions
- Asset deduplication (srcset variants) and tracking pixel filtering

* feat(cli): add gemini 3.1 pro, playwright screenshots, replica refinement

- switch to gemini 3.1 pro (gemini-3.1-pro-preview) with claude fallback
- playwright for full-page screenshots (fixes puppeteer gradient/fixed bugs)
- replica refinement loop: generate, screenshot, compare, fix
- extract inline svgs (50 max, 10kb each) to assets/svgs/
- extract visible text in dom order for content accuracy
- detect js libraries (gsap, three.js, scrolltrigger) via globals
- improved asset catalog grouping and naming
- reverse-engineered aura system prompt documentation
- comprehensive session handoff doc

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* docs: update session handoff with slack research findings

- key finding: team already wants DESIGN.md integration (James, Bin, Vance)
- skills quality matters enormously - must invoke /hyperframes-compose
- eval infrastructure exists (Abhay's dashboards, Teodora's 78-criteria guide)
- templates at templates/ need study before finalizing skill
- session handoff updated with critical next steps

* refactor(cli): simplify capture pipeline, remove replica generator

* feat(capture): add Lottie detection and WebGL shader extraction

Captures Lottie animations via network interception and WebGL shader
source via gl.shaderSource hooking during site crawl. Updates
website-to-hyperframes skill with asset planning guidance, Lottie/shader
reading instructions, and stronger creative direction for scene planning.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* refactor(capture): clean pipeline + shader-first creative workflow

Capture pipeline:
- Remove dead deps (puppeteer-extra, stealth plugin, duplicate devDeps)
- Remove duplicate generateAgentPrompt() call (first lied about DESIGN.md)
- Remove dead canvas-to-image code in htmlExtractor (post canvas removal)
- Parallelize image downloads (batches of 5 via Promise.allSettled)
- Fix pre-existing TS error (match[1] guard in font downloader)
- Default capture output to captures/<hostname>

Skill creative overhaul:
- Add shader transition selection to creative director step (Step 4)
- Add shader wiring instructions to engineer step (Step 5)
- Replace 4-line energy modifiers with visual vocabulary table
- Strip rigid scene-by-scene templates from video-recipes.md
- Strip example fill data from scene plan tables
- Add "read transition refs before planning" instruction
- Add creative ambition language ("how the hell did they make this")

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* docs: add skill architecture redesign spec

Comprehensive redesign of website-to-hyperframes skill and capture
pipeline based on code review findings and Claude Code architecture
research. Key changes: remove AI auto-generation, restructure skill
into phases, embed shader boilerplate in scaffold, fix color format.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* docs: add implementation plan for skill architecture redesign

13-task plan covering: capture pipeline cleanup (remove AI generation,
fix colors to HEX, add asset descriptions, shader-ready scaffold),
skill restructuring (4 phases with artifact gates), and compose skill
Visual Identity Gate upgrade.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* refactor(capture): remove AI auto-generation and SDK dependencies

* fix(capture): convert extracted colors to HEX format

* refactor(capture): remove AI key path, add asset descriptions generator

* refactor(capture): update agent prompt, remove hasDesignMd, add asset descriptions

* feat(capture): pre-wire shader transitions in index.html scaffold

* chore: remove duplicate visual-styles.md (canonical is in hyperframes/)

* refactor(skill): rewrite website-to-hyperframes as phase-based orchestrator

* feat(skill): add Phase 1 understand reference

* feat(skill): add Phase 2 design reference with full DESIGN.md schema

* feat(skill): add Phase 3 creative direction reference

* feat(skill): add Phase 4 build reference with inline shader example

* feat(skill): upgrade Visual Identity Gate to produce full DESIGN.md

* docs: update CLAUDE.md skill references for phase-based workflow

* fix: address code review findings

- Remove orphaned `false` argument in generateAgentPrompt call (critical:
  was shifting hasLottie, hasShaders, catalogedAssets parameters)
- Add HSL color handling in rgbToHex via temp element resolution
- Remove build artifact commit section from phase-4-build.md
- Fix __GSAP_TIMELINE reference to __timelines

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix(capture): regex double-escape + simplify scaffold + fix asset descriptions

- Double-escape regex in tokenExtractor template literal (\s→\\s, \d→\\d, \(→\\()
  so browser receives valid regex patterns via page.evaluate()
- Simplify index.html scaffold: scene slots + audio + timeline + comment pointing
  to shader-setup.md reference (no broken inline shader boilerplate)
- Fix asset descriptions: use CatalogedAsset.contexts/notes instead of
  nonexistent htmlContext field

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix: code review — 16 bugs, 7-step skill rewrite, cleanup

Code fixes:
- snapshot.ts: path traversal guard, browser leak (try/finally), div-by-zero
  for --frames 1, port bind error handling, rAF-based render settle
- index.ts: remove invalid thinkingConfig for gemini-2.5-flash, fix Gemini
  batch/rate-limit comments, fix video preview viewport y-coordinate
- tokenExtractor.ts: remove dead seen[si] dedup code
- gsap.ts: index ALL classes for inline-style transform conflict detection

Skill architecture rewrite (4-phase → 7-step):
- Replace phase-1 through phase-4 with step-1 through step-7
- Add techniques.md (10 visual techniques with code patterns)
- Fix /hyperframes-compose → /hyperframes (skill doesn't exist)
- Fix captures/arc-browser reference → shader-setup.md (file doesn't exist)
- Fix step-7 hardcoded captures/stripe path
- Document Gemini API free/paid rate limits in step-1

Cleanup:
- CLAUDE.md: restore from Stripe-capture overwrite, update 4-phase → 7-step
- .gitignore: add PR #267 skills (hyperframes-animation-map, hyperframes-contrast)
- Delete old phase-*.md, animation-recreation.md, tts-integration.md

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* chore: remove dev artifacts, research docs, wrong lockfiles

Remove files that shouldn't ship in this PR:
- docs/research/ (aura analysis, prompt catalogs)
- docs/session-*.md, docs/SESSION-HANDOFF.md (dev notes)
- docs/superpowers/ planning and spec docs
- pnpm-lock.yaml at root and cli (repo uses bun, not pnpm)

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix(CLAUDE.md): align with main — slim format, add website-to-hyperframes mention

Main PR #283 removed the full skills table from CLAUDE.md and moved it
to AGENTS.md. Align with that decision: use main's slim dev-focused
format, fix pnpm→bun references, add one-line /website-to-hyperframes
pointer.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix(cli): add capture command to help groups

The capture command was registered in cli.ts but missing from
the help groups, so it wouldn't appear in `hyperframes --help`.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* style: format skill reference files (oxfmt)

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix: regenerate bun.lock after rebase

The lockfile was stale after rebasing onto main — bun install
--frozen-lockfile failed in CI because new dependencies (google/genai,
patchright, purgecss) weren't reflected in the lockfile.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix: address PR review comments + improve capture quality

Review fixes (16 comments from jrusso1020 + vanceingalls):
- screenshotCapture: remove Playwright dep, use Puppeteer for all screenshots
- screenshotCapture: dynamic screenshot count based on page height (30% overlap)
- snapshot.ts: fix duration() function-vs-property bug, cross-platform path guard
- htmlExtractor: fix code injection via parameterized evaluate
- index.ts: video preview re-measures position after scroll, .env file loading
- capture.ts: BLOCKED.md on timeout failures
- gsap.ts: 5 inline-style lint tests added (all pass)
- Remove Playwright, patchright deps; @google/genai to optionalDependencies
- Gitignore: generic patterns instead of 20 hardcoded directories
- Remove asset-sourcing.md, video-recipes.md (unused, duplicated guidance)

Capture quality improvements (tested on 10+ websites):
- Color extraction: canvas-based oklch/lab resolver, pixel sampling via
  elementFromPoint, broad sweep for accent colors, gradient/shadow extraction
- Section detection: broadened selectors for div-based layouts, height cap
  to skip page-level wrappers, parent bg walkup for dark sites
- Font downloads: cap 6 per family / 30 total (Cal.com: 306→30)
- CTA detection: text pattern matching + nav context filtering
- Heading text: innerText with whitespace normalization
- Gemini captioning: maxOutputTokens 100→300, .env auto-loading
- .env.example updated with GEMINI_API_KEY docs
- TTS ranking: Kokoro first with Python 3.10+ note

* fix: address PR review comments + improve capture quality

Review round 2 fixes (jrusso1020 + vanceingalls):
- verify/index.ts: add path traversal guard (relative + isAbsolute)
- verify/index.ts: fix sections[i] undefined typecheck error (CI green)
- index.ts: escape Lottie JSON with \u003c to prevent </script> breakout
- step-4-storyboard: fix technique count contradiction (2-3 per beat, not
  across whole video)
- step-6-build: perspective tilt uses gsap.set() instead of CSS transform
  (avoids GSAP overwrite conflict)
- step-1-capture: reorder — command first, Gemini note after (zero-config
  is the default path, API key is optional enhancement)
- step-7-validate: add tsx fallback for snapshot command
- step-3-script: vary hook patterns, don't default to number every time
- assetDownloader: exempt SVGs from 10KB minimum filter (company logos
  like Hubspot/Intel/DHL are 2-6KB; HeyGen capture: 13→75 assets)

Note: adm-zip was NOT removed (reviewer #3) — it's still in
packages/cli/package.json:30. The root package.json had patchright
and purgecss removed, not adm-zip.

Note: ANTHROPIC_API_KEY not restored in .env.example — grep confirms
zero references in the entire codebase. The @anthropic-ai/sdk dependency
was removed earlier in this branch.

* refactor(capture): split index.ts (1175 to 566 lines) into modules

Mechanical extraction, zero logic changes.

New files:
- mediaCapture.ts (345 lines): Lottie preview, video manifest/screenshots
- contentExtractor.ts (314 lines): library detection, text, Gemini, asset descriptions
- scaffolding.ts (135 lines): .env loading, project scaffold generation

Also fixes false-positive BLOCKED.md with structural Cloudflare detection.
Tested on 20 websites, pre/post output identical.

* chore(capture): remove --split flow (splitter, verify, cssPurger, purgecss)

The --split feature auto-generates compositions from captured HTML — a
different approach from the /website-to-hyperframes skill workflow where
agents build compositions from scratch using the storyboard.

No skill file, no step reference, and no test session ever used --split.
Removes 923 lines of unused code + purgecss dependency.

Backed up to ~/Desktop/capture-split-backup/ for reference.

* fix(security): add ssrf protection, lottie injection fix, oom guard

- assetDownloader: add isPrivateUrl() guard blocking private IP ranges
  (127.x, 10.x, 172.16-31.x, 192.168.x, 169.254.x), cloud metadata
  endpoints, localhost, and non-HTTP schemes
- mediaCapture: fix Lottie JSON injection by loading shell HTML first
  then passing animation data via parameterized page.evaluate()
- index.ts: check Content-Length header before response.buffer() in
  Lottie network interception to avoid OOM on multi-GB responses

* fix(capture): security fixes, timeout, sub-agent dispatch instructions

Security (from miguel-heygen review):
- assetDownloader: export isPrivateUrl() SSRF guard
- htmlExtractor: add isPrivateUrl check before CSS fetch
- mediaCapture: add isPrivateUrl check before Lottie fetch
- mediaCapture: fix previewPage leak (try/finally)
- mediaCapture: skip Lottie files > 2MB for preview (CDP limit)
- contentExtractor: skip images > 4MB for Gemini captioning
- index.ts: check Content-Length before response.buffer() (OOM guard)
- snapshot.ts: register error handler before server.listen()

Capture improvements:
- Default timeout 30s to 120s (Shopify needs ~90s for Cloudflare)
- step-6-build: sub-agent dispatch template with explicit rules:
  pass file PATHS not contents, use local fonts not Google Fonts,
  verify ../assets/ references after each beat

* fix(capture): catalog before DOM mutation, networkidle2, faster Gemini

Critical: asset cataloger now runs BEFORE extractHtml which converts img
src to data URLs. Framer sites like heykuba.com went from 2 to 78 images.

- networkidle2 instead of networkidle0 (unblocks SPAs with WebSockets)
- Lazy-load wait: scroll to bottom, wait for img.complete
- CSS background-image cataloging for Framer/Webflow
- SVG naming: checks class, id, parent, inner text (not just aria-label)
- Gemini batch 5->20, pause 12s->2s (paid tier: 2000 RPM, ~0.001/img)
- maxOutputTokens 300->500, descriptions sorted captioned-first
- Remove tsx fallback from step-1 (reviewer nit, published CLI has it)

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-16 12:03:16 -07:00

3.7 KiB

Step 1: Capture & Understand

Run the capture

npx hyperframes capture <URL> -o captures/<project-name>

No API keys required. The capture extracts design tokens, screenshots, fonts, and assets with DOM-context descriptions automatically.

Optional: Set GEMINI_API_KEY (or GOOGLE_API_KEY) in a .env file at the repo root for richer AI-powered image descriptions via Gemini 2.5 Flash vision. Free tier: 5 RPM; paid tier removes the bottleneck.

Wait for it to complete. Print how many screenshots, assets, sections, and fonts were extracted.

Read and summarize

Read each file below. After reading each one, write a 1-2 sentence summary of what you learned. These summaries are your working memory — the raw file content may be cleared from context later.

Must read (do not skip)

  1. View the scroll screenshots — viewport-sized captures covering the full page height (the number depends on the page length). Start with:

    • screenshots/scroll-000.png — the hero section at full 1920x1080 resolution. This is the most important image. Describe: is the background light or dark? What's the dominant visual element? What colors jump out?
    • Then scan through the rest to see the full page. Each screenshot overlaps the previous by ~30%.

    After viewing them, write 3-4 sentences describing the site's visual mood, layout patterns, color strategy, and overall feel.

  2. extracted/tokens.json — Note the top 5-7 colors (HEX), all font families, number of sections, and number of headings/CTAs.

  3. extracted/visible-text.txt — Note the site's headline, tagline, key selling points, and any notable statistics or social proof.

  4. extracted/asset-descriptions.md — One-line-per-file summary of all downloaded assets. Note which assets are most visually striking or useful for video (hero images, logos, product screenshots).

Read if they exist

  1. extracted/animations.json — Note if the site uses scroll-triggered animations, marquees, canvas/WebGL, or named CSS animations.

  2. extracted/lottie-manifest.json — View each preview image at assets/lottie/previews/ to see what the animations look like.

  3. extracted/video-manifest.json — View each preview at assets/videos/previews/ to see what each video shows.

  4. extracted/shaders.json — If present, this contains the actual GLSL shader code that powers the site's WebGL visual effects (gradient waves, particle systems, noise fields). Read the fragment shaders to extract: color values used in gradients, noise algorithms, blend functions. You can recreate similar effects in your compositions using Canvas 2D or by embedding the shader patterns with a <canvas> + WebGL context. See the Canvas 2D and procedural art patterns in techniques.md.

On-demand (read when building scenes)

  1. Individual images in assets/ — Use asset-descriptions.md as your index. View specific images when you need them for a beat.

  2. extracted/assets-catalog.json — Use to find remote URLs when you need an asset that wasn't downloaded.

For rich captures (30+ images)

Launch a sub-agent to view all images and SVGs:

"Read every image in assets/ and every SVG in assets/svgs/. For each, write one line: filename — what it shows, dominant colors, approximate size. Return the complete catalog."

Use the sub-agent's catalog as your asset reference for the rest of the workflow.

Gate

Print your site summary before proceeding to Step 2:

  • Site: [name]
  • Colors: [top 3-5 HEX values with roles]
  • Fonts: [font families]
  • Sections: [count] sections, [count] headings, [count] CTAs
  • Key assets: [3-5 most useful assets for video]
  • Vibe: [one sentence describing the visual identity]