Initial release — OpenMontage: the first open-source agentic video production system

11 production pipelines, 47 tools, 124 agent skills. Supports cloud APIs (fal.ai, OpenAI, ElevenLabs, Suno, HeyGen, Runway) and free local providers (diffusers, Piper TTS, WAN 2.1, Hunyuan, CogVideo). Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-29 08:25:17 -07:00
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+# OpenMontage â€" Skill Index
+
+> For the full agent onboarding guide, see [`AGENT_GUIDE.md`](../AGENT_GUIDE.md) in the project root.
+
+This file lists all available Layer 2 skills and documents the 3-layer knowledge architecture.
+
+## Knowledge Architecture
+
+```
+Layer 1: tools/tool_registry.py          "What tools exist and what they can do"
+         tools/base_tool.py               Each tool declares: capabilities, tier, status,
+                                          dependencies, cost, and agent_skills[]
+
+         â†" agent_skills[] points to â†"
+
+Layer 2: skills/                          "How OpenMontage uses these tools"
+         Project-specific conventions:     Pipeline integration, artifact mappings,
+         {core,creative,meta,pipelines}/   enhancement chain order, quality checklists
+
+         â†" references underlying tech in â†"
+
+Layer 3: .agents/skills/                  "How the technology itself works"
+         Generic API knowledge from        Correct import paths, code patterns,
+         skills.sh (47 installed skills)   constraints, parameters â€" tech-agnostic
+```
+
+**How the agent uses this:**
+1. The orchestrator queries Layer 1 (`tool_registry.support_envelope()`) to see what's available
+2. Each tool's `agent_skills[]` field names the Layer 3 skills it relies on
+3. Layer 2 skills (this directory) teach the agent OpenMontage-specific conventions
+4. Layer 3 skills (`.agents/skills/`) provide generic API knowledge, loaded on-demand
+
+## Capability Families & Tool Discovery
+
+Every tool declares a `capability` (what it does) and a `provider` (who/what powers it). The registry groups tools by capability so agents can discover all options for a given task.
+
+### Selector / Provider Pattern
+
+For capability families with multiple providers (TTS, video generation), the architecture uses:
+- **Selector tool** (`tts_selector`, `video_selector`, `image_selector`) — routes to the best available provider based on requirements, API key availability, and cost. Selectors auto-discover providers from the registry. Agents should default to selectors when the user hasn't specified a provider.
+- **Provider tools** — call a specific provider directly. Agents use these when the user explicitly requests a provider or when the selector's routing isn't appropriate.
+
+### Capability Family Reference
+
+**Do not maintain a hardcoded tool list.** The registry is the single source of truth. Query it at runtime:
+
+```bash
+python -c "from tools.tool_registry import registry; import json; registry.discover(); print(json.dumps(registry.capability_catalog(), indent=2))"
+```
+
+Key capability families to look for in the output:
+
+| Capability | Selector | Discovery |
+|---|---|---|
+| `tts` | `tts_selector` | Auto-discovers all `capability="tts"` tools |
+| `video_generation` | `video_selector` | Auto-discovers all `capability="video_generation"` tools |
+| `image_generation` | `image_selector` | Auto-discovers all `capability="image_generation"` tools |
+| `audio_processing` | — | FFmpeg-based local tools |
+| `enhancement` | — | Mixed providers |
+| `analysis` | — | Mixed providers |
+| `graphics` | — | Local rendering tools |
+| `music_generation` | — | Single-provider |
+| `subtitle` | — | Pure Python |
+| `avatar` | — | Local GPU models |
+| `video_post` | — | FFmpeg-based local tools |
+
+### Adding New Tools
+
+1. Place the tool in the correct capability folder (or create a new one under `tools/`)
+2. Set `capability` and `provider` in the class definition
+3. If joining a multi-provider family, the existing selector discovers it automatically
+4. Attach relevant Layer 2 and Layer 3 skills via `agent_skills[]`
+5. The registry discovers tools automatically — no manual registration needed
+6. **No other files need updating** — selectors, manifests, and instructions all derive from the registry
+
+## Core Skills
+
+| Skill | File | Trigger | Agent Skills (Layer 3) |
+|-------|------|---------|----------------------|
+| FFmpeg | `core/ffmpeg.md` | Video encoding, filtering, composition | `ffmpeg`, `video_toolkit` |
+| Remotion | `core/remotion.md` | React-based composition, Phase 3+ | `remotion-best-practices`, `remotion` |
+| WhisperX | `core/whisperx.md` | Transcription with word-level timestamps | `speech-to-text` |
+| Subtitle Sync | `core/subtitle-sync.md` | Subtitle timing and alignment | `remotion-best-practices` |
+| Color Grading | `core/color-grading.md` | FFmpeg color profiles, LUT workflow, accessibility | `ffmpeg` |
+
+## Creative Skills
+
+| Skill | File | Trigger | Agent Skills (Layer 3) |
+|-------|------|---------|----------------------|
+| Video Editing | `creative/video-editing.md` | Cut decisions, pacing, rhythm | `ffmpeg`, `video_toolkit` |
+| Enhancement Strategy | `creative/enhancement-strategy.md` | Overlay placement and density | `ffmpeg` |
+| Data Visualization | `creative/data-visualization.md` | Chart type selection, animation, label placement | `d3-viz`, `remotion-best-practices` |
+| Video Stitching | `creative/video-stitching.md` | Multi-clip assembly, AI clip chaining, spatial composition | `ffmpeg`, `video_toolkit` |
+| Video Gen Prompting | `creative/video-gen-prompting.md` | Universal video generation prompt vocabulary | `ai-video-gen`, `ltx2`, `create-video` |
+| â†³ Sora Prompting | `creative/prompting/sora-prompting.md` | Sora 2 structured template, advanced fields | `ai-video-gen` |
+| â†³ VEO Prompting | `creative/prompting/veo-prompting.md` | VEO 3.1 14-component structure, art movements | `ai-video-gen` |
+| â†³ LTX Prompting | `creative/prompting/ltx-prompting.md` | LTX-2 6-element structure, audio prompting | `ltx2` |
+| â†³ HunyuanVideo Prompting | `creative/prompting/hunyuan-prompting.md` | HunyuanVideo formula, I2V best practices | â€" |
+| Storytelling | `creative/storytelling.md` | Narrative structure, hooks, pacing, Mayer's principles | â€" |
+| Sound Design | `creative/sound-design.md` | Audio ducking, LUFS targets, SFX timing, AI TTS mixing | `elevenlabs` |
+| Typography | `creative/typography.md` | Font selection, text sizing, safe zones, caption styling | â€" |
+| ManimCE Usage | `creative/manim-usage.md` | Scene composition, animation timing, color usage | `manimce-best-practices` |
+| Image Gen Usage | `creative/image-gen-usage.md` | Prompt consistency, hero reference, batch strategy | `flux-best-practices`, `bfl-api` |
+| Image Provider Usage | `creative/image-provider-usage.md` | Provider selection (FLUX/OpenAI/Recraft/stock), cost-quality tradeoffs | `flux-best-practices`, `bfl-api` |
+| B-Roll Planning | `creative/broll-planning.md` | Stock vs. generated decision, query construction, footage evaluation | — |
+| Stock Sourcing Usage | `creative/stock-sourcing-usage.md` | Pexels/Pixabay usage, parameters, licensing, integration | — |
+| Scene Detect Usage | `creative/scene-detect-usage.md` | Threshold tuning, algorithm selection, content presets | â€" |
+| Diagram Gen Usage | `creative/diagram-gen-usage.md` | Complexity limits, progressive building, themes | `beautiful-mermaid` |
+| Music Gen Usage | `creative/music-gen-usage.md` | BPM selection, prompt engineering, duration matching | `music`, `elevenlabs` |
+| Background Removal | `creative/bg-remove-usage.md` | Model selection, alpha matting, compositing workflows | â€" |
+| Upscaling | `creative/upscale-usage.md` | Scale factor, model selection, face-aware upscaling | â€" |
+| Face Restoration | `creative/face-restore-usage.md` | CodeFormer/GFPGAN selection, fidelity tuning, vs face_enhance | â€" |
+| Lip Sync | `creative/lip-sync-usage.md` | Wav2Lip model selection, dubbing workflows, input requirements | `faceswap` |
+| Talking Head Gen | `creative/talking-head-gen-usage.md` | SadTalker/MuseTalk, photo-to-video, expression tuning | `avatar-video` |
+| Video Understanding | `creative/video-understand-usage.md` | Visual QA, quality gating, scene classification | `video-understand` |
+
+## Pipeline Type Skills
+
+Pipeline type skills provide production guidance for specific video formats, independent of the animated-explainer or talking-head pipeline.
+
+| Skill | File | When to Use |
+|-------|------|-------------|
+| Short-Form | `creative/short-form.md` | TikTok, Reels, Shorts â€" vertical 9:16, under 60s |
+| Long-Form | `creative/long-form.md` | YouTube 10+ min â€" chapters, retention, end screens |
+| Screen Recording | `creative/screen-recording.md` | Code walkthroughs, tutorials, software demos |
+| Animation Pipeline | `creative/animation-pipeline.md` | Motion graphics, easing, transitions, composition |
+| Cinematic | `creative/cinematic.md` | Letterbox, film pacing, layered audio, color grading |
+
+## Pipeline Stage Director Skills
+
+Stage director skills teach the agent HOW to execute each pipeline stage. Each skill is a detailed markdown file with process steps, quality rubrics, and self-evaluation criteria.
+
+### Animated Explainer Pipeline (`pipelines/explainer/`) — v2.0
+
+| Skill | File | Stage | Key Capabilities |
+|-------|------|-------|-----------------|
+| **Executive Producer** | `pipelines/explainer/executive-producer.md` | `all` | **8-stage serial orchestration, quality gates, cross-stage checks, send-back** |
+| **Research Director** | `pipelines/explainer/research-director.md` | `research` | **Web research methodology, 5 search batches, landscape/trending/data/audience/expert analysis** |
+| **Proposal Director** | `pipelines/explainer/proposal-director.md` | `proposal` | **Concept options from research, production plan, cost estimate, approval gate** |
+| Script Director | `pipelines/explainer/script-director.md` | `script` | Narrative architecture, timing, enhancement cues, research integration |
+| Scene Director | `pipelines/explainer/scene-director.md` | `scene_plan` | Visual planning, technique library, feasibility |
+| Asset Director | `pipelines/explainer/asset-director.md` | `assets` | TTS, image gen, diagram gen, music, budget |
+| Edit Director | `pipelines/explainer/edit-director.md` | `edit` | Timeline assembly, subtitles, audio ducking |
+| Compose Director | `pipelines/explainer/compose-director.md` | `compose` | FFmpeg/Remotion render, audio mixing |
+| Publish Director | `pipelines/explainer/publish-director.md` | `publish` | SEO metadata, chapters, export packaging |
+
+> **Note:** The old `idea-director.md` still exists for reference but is superseded by the research + proposal two-stage flow in v2.0. The talking-head pipeline continues to use its own `idea-director`.
+
+### Talking Head Pipeline (`pipelines/talking-head/`)
+
+| Skill | File | Stage | Key Capabilities |
+|-------|------|-------|-----------------|
+| Idea Director | `pipelines/talking-head/idea-director.md` | `idea` | Footage inspection, content assessment |
+| Script Director | `pipelines/talking-head/script-director.md` | `script` | Transcription, section segmentation |
+| Scene Director | `pipelines/talking-head/scene-director.md` | `scene_plan` | Enhancement planning, overlay placement |
+| Asset Director | `pipelines/talking-head/asset-director.md` | `assets` | Subtitle gen, audio extraction |
+| Edit Director | `pipelines/talking-head/edit-director.md` | `edit` | Cut assembly, subtitle config |
+| Compose Director | `pipelines/talking-head/compose-director.md` | `compose` | Enhancement chain, render |
+| Publish Director | `pipelines/talking-head/publish-director.md` | `publish` | Metadata, export packaging |
+
+### Screen Demo Pipeline (`pipelines/screen-demo/`) — v2.0
+
+| Skill | File | Stage | Key Capabilities |
+|-------|------|-------|-----------------|
+| **Executive Producer** | `pipelines/screen-demo/executive-producer.md` | `all` | **7-stage serial orchestration, legibility gates, audio clarity, pacing checks** |
+| Idea Director | `pipelines/screen-demo/idea-director.md` | `idea` | Workflow scoping, UI density assessment, output-shape choice |
+| Script Director | `pipelines/screen-demo/script-director.md` | `script` | Action mapping, procedural narration, speed planning |
+| Scene Director | `pipelines/screen-demo/scene-director.md` | `scene_plan` | Crop planning, callout restraint, aspect-ratio viability |
+| Asset Director | `pipelines/screen-demo/asset-director.md` | `assets` | Subtitle-first asset kit, audio cleanup, reusable overlays |
+| Edit Director | `pipelines/screen-demo/edit-director.md` | `edit` | Tight timeline planning, speed notes, subtitle zone control |
+| Compose Director | `pipelines/screen-demo/compose-director.md` | `compose` | Legibility-first render, crisp screen output, verification |
+| Publish Director | `pipelines/screen-demo/publish-director.md` | `publish` | Searchable metadata, chapter packaging, thumbnail concepts |
+
+### Clip Factory Pipeline (`pipelines/clip-factory/`) — v2.0
+
+| Skill | File | Stage | Key Capabilities |
+|-------|------|-------|-----------------|
+| **Executive Producer** | `pipelines/clip-factory/executive-producer.md` | `all` | **7-stage serial orchestration, clip selection gates, batch consistency, hook placement** |
+| Idea Director | `pipelines/clip-factory/idea-director.md` | `idea` | Batch strategy, clip families, yield planning |
+| Script Director | `pipelines/clip-factory/script-director.md` | `script` | Transcript mining, ranking, standalone validation |
+| Scene Director | `pipelines/clip-factory/scene-director.md` | `scene_plan` | Platform framing, safe zones, crop-viability planning |
+| Asset Director | `pipelines/clip-factory/asset-director.md` | `assets` | Shared brand kit, rebased subtitles, batch audio consistency |
+| Edit Director | `pipelines/clip-factory/edit-director.md` | `edit` | Hook-first mini-edits, series consistency |
+| Compose Director | `pipelines/clip-factory/compose-director.md` | `compose` | Multi-job rendering, batch resilience, per-output verification |
+| Publish Director | `pipelines/clip-factory/publish-director.md` | `publish` | Posting order, platform copy, batch cataloging |
+
+### Podcast Repurpose Pipeline (`pipelines/podcast-repurpose/`) — v2.0
+
+| Skill | File | Stage | Key Capabilities |
+|-------|------|-------|-----------------|
+| **Executive Producer** | `pipelines/podcast-repurpose/executive-producer.md` | `all` | **7-stage serial orchestration, audio preservation gates, clip quality, multi-deliverable** |
+| Idea Director | `pipelines/podcast-repurpose/idea-director.md` | `idea` | Deliverable mix by source mode, realistic long-form planning |
+| Script Director | `pipelines/podcast-repurpose/script-director.md` | `script` | Diarized transcript truth, highlight ranking, chapter mapping |
+| Scene Director | `pipelines/podcast-repurpose/scene-director.md` | `scene_plan` | Source-faithful treatments, audiogram vs quote vs companion planning |
+| Asset Director | `pipelines/podcast-repurpose/asset-director.md` | `assets` | Subtitle-first packaging, speaker assets, optional topic art |
+| Edit Director | `pipelines/podcast-repurpose/edit-director.md` | `edit` | Hook-led podcast clips, quote hold time, companion simplicity |
+| Compose Director | `pipelines/podcast-repurpose/compose-director.md` | `compose` | Audio-first rendering, deliverable prioritization |
+| Publish Director | `pipelines/podcast-repurpose/publish-director.md` | `publish` | Episode cross-linking, guest attribution, staggered release logic |
+
+### Cinematic Pipeline (`pipelines/cinematic/`) — v2.0
+
+| Skill | File | Stage | Key Capabilities |
+|-------|------|-------|-----------------|
+| **Executive Producer** | `pipelines/cinematic/executive-producer.md` | `all` | **7-stage serial orchestration, emotional pacing gates, color consistency, audio dynamics** |
+| Idea Director | `pipelines/cinematic/idea-director.md` | `idea` | Emotional arc selection, source truth, delivery-shape planning |
+| Script Director | `pipelines/cinematic/script-director.md` | `script` | Beat mapping, dialogue selects, title-card restraint |
+| Scene Director | `pipelines/cinematic/scene-director.md` | `scene_plan` | Hero-frame planning, reveal structure, transition limits |
+| Asset Director | `pipelines/cinematic/asset-director.md` | `assets` | Source selects, support-insert discipline, music/ambience planning |
+| Edit Director | `pipelines/cinematic/edit-director.md` | `edit` | Emotion-first pacing, reveal timing, audio-driven rhythm |
+| Compose Director | `pipelines/cinematic/compose-director.md` | `compose` | Grade and mix finishing, frame-treatment judgment |
+| Publish Director | `pipelines/cinematic/publish-director.md` | `publish` | Hero vs teaser packaging, poster-frame concepts |
+
+### Animation Pipeline (`pipelines/animation/`) — v2.0
+
+| Skill | File | Stage | Key Capabilities |
+|-------|------|-------|-----------------|
+| **Executive Producer** | `pipelines/animation/executive-producer.md` | `all` | **8-stage serial orchestration, quality gates, motion consistency, math accuracy checks** |
+| **Research Director** | `pipelines/animation/research-director.md` | `research` | **Topic + animation technique research, visual reference scan, mode-informed angles** |
+| **Proposal Director** | `pipelines/animation/proposal-director.md` | `proposal` | **Animation mode selection (Manim/Remotion/AI/diagram), reuse strategy, cost estimate, approval gate** |
+| Script Director | `pipelines/animation/script-director.md` | `script` | Animation-ready beats, text restraint, research integration, mode-aware writing |
+| Scene Director | `pipelines/animation/scene-director.md` | `scene_plan` | Animatic planning, transition systems, tool-path mapping |
+| Asset Director | `pipelines/animation/asset-director.md` | `assets` | Deterministic asset choice, reusable motifs, feasibility truth |
+| Edit Director | `pipelines/animation/edit-director.md` | `edit` | Hold timing, stagger rules, readable motion planning |
+| Compose Director | `pipelines/animation/compose-director.md` | `compose` | Sharp render output, timing integrity, safe-zone checks |
+| Publish Director | `pipelines/animation/publish-director.md` | `publish` | Animation-mode packaging, thumbnail-system alignment |
+
+> **Note:** The old `idea-director.md` still exists for reference but is superseded by the research + proposal two-stage flow in v2.0.
+
+### Hybrid Pipeline (`pipelines/hybrid/`) — v2.0
+
+| Skill | File | Stage | Key Capabilities |
+|-------|------|-------|-----------------|
+| **Executive Producer** | `pipelines/hybrid/executive-producer.md` | `all` | **7-stage serial orchestration, source/support balance gates, overlay density, coherence** |
+| Idea Director | `pipelines/hybrid/idea-director.md` | `idea` | Anchor-medium selection, support-layer planning, fallback visibility |
+| Script Director | `pipelines/hybrid/script-director.md` | `script` | Source-vs-support beat mapping, dialogue retention, support justification |
+| Scene Director | `pipelines/hybrid/scene-director.md` | `scene_plan` | Source-primary layout rules, overlay density control, variant-safe planning |
+| Asset Director | `pipelines/hybrid/asset-director.md` | `assets` | Shared support kits, source-vs-generated asset tracking |
+| Edit Director | `pipelines/hybrid/edit-director.md` | `edit` | Anchor-cut-first workflow, layered support timing, readable variants |
+| Compose Director | `pipelines/hybrid/compose-director.md` | `compose` | Source/support balance checks, variant verification, coherent mix |
+| Publish Director | `pipelines/hybrid/publish-director.md` | `publish` | Master-vs-derivative packaging, source-mix metadata |
+
+### Avatar Spokesperson Pipeline (`pipelines/avatar-spokesperson/`) — v2.0
+
+| Skill | File | Stage | Key Capabilities |
+|-------|------|-------|-----------------|
+| **Executive Producer** | `pipelines/avatar-spokesperson/executive-producer.md` | `all` | **7-stage serial orchestration, lip-sync quality gates, presenter framing, CTA landing** |
+| Idea Director | `pipelines/avatar-spokesperson/idea-director.md` | `idea` | Avatar-path classification, CTA scoping, capability truth |
+| Script Director | `pipelines/avatar-spokesperson/script-director.md` | `script` | Spoken-copy shaping, scene-safe pacing, text restraint |
+| Scene Director | `pipelines/avatar-spokesperson/scene-director.md` | `scene_plan` | Presenter layout, background discipline, variant realism |
+| Asset Director | `pipelines/avatar-spokesperson/asset-director.md` | `assets` | Avatar-path locking, narration resolution, minimal support kits |
+| Edit Director | `pipelines/avatar-spokesperson/edit-director.md` | `edit` | Presenter-first cut planning, overlay timing, CTA landing |
+| Compose Director | `pipelines/avatar-spokesperson/compose-director.md` | `compose` | Lip-sync verification, subtitle-safe framing, clean render checks |
+| Publish Director | `pipelines/avatar-spokesperson/publish-director.md` | `publish` | Audience-led packaging, presenter-first thumbnail concepts |
+
+### Localization Dub Pipeline (`pipelines/localization-dub/`) — v2.0
+
+| Skill | File | Stage | Key Capabilities |
+|-------|------|-------|-----------------|
+| **Executive Producer** | `pipelines/localization-dub/executive-producer.md` | `all` | **7-stage serial orchestration, translation accuracy gates, timing preservation, per-locale QA** |
+| Idea Director | `pipelines/localization-dub/idea-director.md` | `idea` | Scope definition, locale planning, glossary and review capture |
+| Script Director | `pipelines/localization-dub/script-director.md` | `script` | Transcript truth, translated script packaging, term preservation |
+| Scene Director | `pipelines/localization-dub/scene-director.md` | `scene_plan` | Dub-mode selection, timing-risk mapping, on-screen text planning |
+| Asset Director | `pipelines/localization-dub/asset-director.md` | `assets` | Subtitle-first localization kit, dubbed audio generation, optional lip sync |
+| Edit Director | `pipelines/localization-dub/edit-director.md` | `edit` | Locale-specific timelines, coverage planning, timing adjustments |
+| Compose Director | `pipelines/localization-dub/compose-director.md` | `compose` | Per-locale rendering, subtitle-fit checks, output labeling |
+| Publish Director | `pipelines/localization-dub/publish-director.md` | `publish` | Locale packaging, metadata precision, QA-note retention |
+
+## Meta Skills
+
+Cross-cutting skills that apply to all pipelines:
+
+| Skill | File | Purpose |
+|-------|------|---------|
+| Reviewer | `meta/reviewer.md` | Self-review protocol after every stage |
+| Checkpoint Protocol | `meta/checkpoint-protocol.md` | When/how to checkpoint and request human approval |
+| Skill Creator | `meta/skill-creator.md` | Dynamically create new skills during pipeline runs |
+
+## Style Playbooks
+
+Style playbooks (`styles/*.yaml`) define visual language, typography, motion, audio, and asset generation constraints. They are validated against `schemas/styles/playbook.schema.json`.
+
+| Playbook | Category | Mood | Best For |
+|----------|----------|------|----------|
+| `clean-professional` | motion-graphics | polished, trustworthy | Corporate, educational, SaaS |
+| `flat-motion-graphics` | motion-graphics | energetic, bold | Social media, TikTok, startups |
+| `minimalist-diagram` | whiteboard | focused, technical | Technical deep-dives, architecture |
+
+Load via `styles/playbook_loader.py`: `load_playbook("clean-professional")`
+
+## Installed Agent Skills (Layer 3)
+
+All agent skills live in `.agents/skills/` and are managed via `npx skills add`.
+Claude Code accesses them via symlinks in `.claude/skills/`.
+
+| Category | Installed Skills | Source |
+|----------|-----------------|--------|
+| **Video Composition** | `remotion-best-practices`, `remotion` | `remotion-dev/skills`, `digitalsamba/claude-code-video-toolkit` |
+| **Video Processing** | `ffmpeg`, `video_toolkit` | `digitalsamba/claude-code-video-toolkit` |
+| **TTS & Audio** | `text-to-speech`, `speech-to-text`, `music`, `sound-effects`, `elevenlabs`, `agents`, `setup-api-key` | `elevenlabs/skills`, `digitalsamba/claude-code-video-toolkit` |
+| **Image Generation** | `flux-best-practices`, `bfl-api` | `black-forest-labs/skills` |
+| **Math Animation** | `manimce-best-practices`, `manimgl-best-practices`, `manim-composer` | `adithya-s-k/manim_skill` |
+| **3D Graphics** | `threejs-animation`, `threejs-fundamentals`, `threejs-geometry`, `threejs-interaction`, `threejs-lighting`, `threejs-loaders`, `threejs-materials`, `threejs-postprocessing`, `threejs-shaders`, `threejs-textures` | `cloudai-x/threejs-skills` |
+| **Diagrams** | `beautiful-mermaid`, `d3-viz` | `intellectronica/agent-skills`, `davila7/claude-code-templates` |
+| **Animation** | `framer-motion`, `lottie-bodymovin` | `pproenca/dot-skills`, `dylantarre/animation-principles` |
+| **Design** | `tailwind-design-system`, `web-design-guidelines`, `vercel-react-best-practices`, `vercel-composition-patterns` | `wshobson/agents`, `vercel-labs/agent-skills` |
+| **AI Video (HeyGen)** | `heygen`, `avatar-video`, `create-video`, `faceswap`, `ai-video-gen`, `video-download`, `video-edit`, `video-translate`, `video-understand`, `visual-style` | `heygen-com/skills` |
+| **Infrastructure** | `acestep`, `ltx2`, `playwright-recording` | `digitalsamba/claude-code-video-toolkit` |
+
+