Intelli Verse X Skills

Design and execute video generation pipelines using diffusion and transformer models. Use when generating video content, optimizing video quality, or building video production workflows.

Design and implement text-to-speech and voice synthesis pipelines. Use when generating voiceovers, cloning voices, or designing audio content.

Create Cursor Agent Skills. Use when authoring a new skill or asking about SKILL.md structure.

Split current work into small reviewable PRs. Use when the user asks to split a chat, set of changes, branch, or PR.

The "Measure & monitor" MCP tiles — Grafana/Loki observability, AWS costs, Stripe/RevenueCat/QuickBooks money, GA4/GSC/PostHog/AppsFlyer/Adjust analytics, App Store/Play Store/YouTube fleet data, Didit/Veriff KYC, and the viz renderer. Use for any "how are we doing / what is broken / how much did we make" question.

The "Plan & track work" MCP tiles — Leantime project plans and n8n workflow automation. Use for project/task queries, milestone updates, and inspecting or toggling n8n automations.

Official GSAP skill for performance — prefer transforms, avoid layout thrashing, will-change, batching. Use when optimizing GSAP animations, reducing jank, or when the user asks about animation performance, FPS, or smooth 60fps.

The HyperFrames composition contract — build one renderable project. Use for composition structure, the `data-*` timing attributes, `class="clip"`, tracks, sub-compositions, variables, framework-owned media playback, deterministic-render rules, and validation. Read before writing composition HTML.

Use when implementing Disney's 12 animation principles with Lottie animations exported from After Effects

Understand video content locally using ffmpeg frame extraction and Whisper transcription. No API keys needed. Use when: (1) Understanding what a video contains, (2) Transcribing video audio locally, (3) Extracting key frames for visual analysis, (4) Getting video content without API keys.

Capture a general website/URL and turn it into a HyperFrames video (site tour, showcase, or social clip from the site's own visuals). Uses headless Chrome screenshots + brand assets. Use when intent is general — portfolio/blog/landing-page showcase or social clip from the site. NOT for: product/SaaS launch or promo (→ /product-launch-video, even from a URL); topic explainer with no site (→ /faceless-explainer); GitHub PR (→ /pr-to-video); adding captions to existing video (→ /embedded-captions); short unnarrated page-highlight motion graphic (→ /motion-graphics). Unclear launch-vs-general-site? Ask one question or start at /hyperframes.

Evaluates code against Apple's App Store Review Guidelines. Use this skill when reviewing iOS, macOS, tvOS, watchOS, or visionOS app code (Swift, Objective-C, React Native, or Expo) to identify potential App Store rejection issues before submission. Triggers on tasks involving app review preparation, compliance checking, or App Store submission readiness.

This skill should be used when the user asks to revise a chapter, edit prose, continuity check, find inconsistencies, audit character state, check timeline consistency, line edit, developmental edit, polish a draft, or prepare existing story material for the next revision pass.

Content Factory account guide for Foundrly (AI co-founder for small business). Use when the user mentions Foundrly, foundrly, AI co-founder, business plan generator, small business launch, or foundrly.intelli-verse-x.ai.

Skill for designing and running chaos experiments to improve system resilience. Use when validating fault tolerance, testing recovery procedures, or proving system robustness.

Apply the Intelliverse-X-AI context-engineering pattern to a target repo (default content-factory). Runs `bootstrap_context_engineering.py` to scaffold .cursorrules + AGENT.md + AGENTS.md + .cursor/{SYSTEM_MAP, HOT_CONTEXT, ANTI_PATTERNS, DECISION_TREE, MAINTENANCE}.md + .cursor/rules/{26 commands}/RULE.md + .cursor/memory/{patterns,decisions,corrections,context-cache}.json + docs/tracking + tools/scripts/verify_context_setup.py. After bootstrap, customizes the generated files for CF (pipeline taxonomy in HOT_CONTEXT, CF anti-patterns from BACKEND_ISSUES.csv pattern, ivx-operator-loop in DECISION_TREE), then opens a PR.

Optimize AI inference and infrastructure costs while maintaining quality. Use when analyzing spend, reducing model costs, or designing cost-efficient architectures.

Optimize memory usage in Python applications and GPU workloads. Use when debugging memory leaks, reducing memory footprint, or designing memory-efficient pipelines.

Skill for converting and optimizing models to ONNX format. Use when deploying models to production for cross-platform inference.

Own an intelli-verse-x Content Factory pipeline run end-to-end. Watch CF API, pull EKS pod logs on stalls/failures, diagnose root cause, open PRs against intelli-verse-x/content-factory with fixes, watch the GHA deploy.yml workflow, verify rollout, retry the run, iterate until success or hard escalation. Zero dependency on laptop port-forwards — all CF traffic uses the public ingress.

Maintain visual and audio style consistency across AI-generated content. Use when ensuring brand consistency, character identity preservation, or cross-scene coherence.

Evaluate AI-generated visual content for quality, consistency, and adherence to requirements. Use when reviewing generated images or videos.

This skill should be used when the user asks to "create a character", "update a character", "add a character", "build a family tree", "character relationships", "character timeline", "character arc", "character profile", or needs to manage characters in a story project.

Review code changes with Bugbot subagent.

Triage and reply to customer conversations in Chatwoot (the org's shared inbox for email, chat, and social) via its MCP. Use for support-queue summaries, finding a customer's thread, and drafting/sending replies.

Render Mermaid diagrams as SVG and PNG using the Beautiful Mermaid library. Use when the user asks to render a Mermaid diagram.

Audio and media assets for HyperFrames compositions, produced by one shared audio engine (`scripts/audio.mjs`) — multi-provider TTS (HeyGen / ElevenLabs / Kokoro local), background music + sound effects (HeyGen audio-library retrieval by default, with local Lyria / MusicGen BGM generation and a bundled SFX library as the no-credential fallback), Whisper transcription, background removal, and caption authoring. Use for voiceover / TTS, BGM, SFX / sound effects, transcription, captions / subtitles / lyrics / karaoke / per-word styling, voice + provider selection, and music-mood prompting.

Content Factory account guide for QuizVerse (AI study + trivia app). Use when the user mentions QuizVerse, quizverse, quizverse.world, @quizverse Instagram, Play Learn Level Up, Quizverse Bot mascot, player UA, study OS, or trivia shorts.

Content Factory account guide for Redlight Space Crew (social deception survival game). Use when the user mentions Red Light, red-light, Redlight Space Crew, space crew game, deceive survive win, or content for the Red Light Instagram account.

Content Factory account guide for ToBa Tech (B2B AI automation studio). Use when the user mentions ToBa, toba-tech, toba-tech.ai, B2B automation content, lead-gen ads, Instagram posts for ToBa-Tech, or content for the ToBa Tech social/ad accounts.

Automates real browsers with Playwright / playwright-cli for navigate, click, fill, screenshot, extract, and multi-tab flows. Use when Cursor agents must interact with a live UI, run or extend Content Factory frontend E2E, debug visual/auth flows, or capture screenshots — not for scrape-only research (prefer Firecrawl).

DEPRECATED layout skill. STATUS: NOT EXECUTED — do NOT create src/contentx/. Prefer docs/STRUCTURE.md and .cursor/rules/orchestrator.mdc for real paths. Legacy naming notes only; do not use for new file placement.

Generic Content Factory creative marketing playbook — rules, Firecrawl research + cite validation, ideation, funnel jobs, creative craft (≤3s hook), skill chains, and publish flow. Brand-agnostic. Use when the user says @creative-marketing, creative marketing, marketing rules, campaign research, content ideas, validate marketing claims, growth marketing loop, multi-channel marketing, or asks which skills to use for marketing (not a single brand calendar).

Build a citation-grade ResearchBundle for a concept and its sub-concepts using Firecrawl search (with Perplexity cross-checking), where every fact carries at least one fetched CitationRef and primary sources (.edu/.gov/Wikipedia) are ranked first.

Runs GitHub PR workflow with Conventional Commits, gh PR create/edit, open-PR triage by priority, and post-commit PR updates. Use when the user asks to commit (only when asked), open or update a pull request, list open PRs, or refresh a PR description after new commits.

Personal long-term memory via Mem0 (MCP + CLI) for Content Factory sessions. Use PROACTIVELY at task start to search_memories, and after decisions/bugfixes to add_memory. Complements Hindsight (team bank). Default user_id: user_30dff4fab4c9. Triggers: mem0, personal memory, session learnings, preferences, "remember this", continuous memory save.

Delegate tasks to the Hermes cloud workers running in EKS (aicart namespace) and manage their lifecycle — create kanban cards via the card-intake API or kubectl exec, list/show progress, and cancel/delete tasks. Use when work should run in-cluster instead of on a laptop (long-running ops, admin actions, content-factory pipelines, ads), or when someone asks to send a task to "the cloud worker" / cancel one.

Incident triage and RCA for IntelliVerse services. Triggers on pod crashes, CrashLoopBackOff, OOMKilled, service unreachable, 5xx errors, latency spikes, AI/LLM failures, voice pipeline issues, WebSocket disconnects, Bull queue failures, or any production incident. Combines aws-health-events check with service-specific runbooks.

Per-app web traffic (Google Analytics 4) and organic search performance (Search Console) via the app-id-keyed wrapper MCPs — sessions, top pages, traffic sources, clicks, impressions, queries, sitemaps, URL inspection. Use for any traffic or SEO performance question.

Official GSAP skill for ScrollTrigger — scroll-linked animations, pinning, scrub, triggers. Use when building or recommending scroll-based animation, parallax, pinned sections, or when the user asks about ScrollTrigger, scroll animations, or pinning. Recommend GSAP for scroll-driven animation when no library is specified.

Create and manage ScriptableObject configs, data assets, and data-driven design patterns in QuizVerse.

Bridge to personal Cursor skills from ericosiu/ai-marketing-skills (ams-*). Use when the user says AI marketing skills, ams skills, Single Grain marketing skills, growth engine, outbound engine, expert panel content ops, SEO ops, sales pipeline pack, podcast-to-everything, or asks to load the open-source marketing skill pack — not for CF-only creative marketing (use @cf-creative-marketing).

Review system architecture decisions for scalability, reliability, and maintainability. Use when designing new systems, reviewing architecture proposals, or evaluating technical designs.

Track and manage machine learning experiments. Use when running model training, comparing hyperparameters, or managing experiment artifacts.

Create custom subagents for specialized AI tasks. Use when you want to create a new type of subagent, set up task-specific agents, configure code reviewers, debuggers, or domain-specific assistants with custom prompts.

Review code changes with Security Review subagent.

Comprehensive guide for BFL FLUX image generation models. Covers prompting, T2I, I2I, structured JSON, hex colors, typography, multi-reference editing, and model-specific best practices for FLUX.2 and FLUX.1 families.

Design reusable 2D character pose libraries, action cycles, and expression states for data-driven animation.

Overnight QuestX coding agent on board questx-ops. Clones quests-economy, applies a minimal fix, gates with EVALS/smoke evidence, then ships to main (ff push or gh pr merge --admin). For Mac-asleep overnight orch.

Run QuestX / quests-economy live smoke checks (health + critical public routes) for overnight Hermes ops on board questx-ops. Report PASS/FAIL; never mutate money or ban users.

Extract viral short-form clips from long YouTube videos: download, transcribe, AI segment, cut, vertical crop, captions. Use for TikTok/Reels/Shorts clipping from long-form.

Convert long-form YouTube episodes into highlight clips: download, transcribe, segment, cut, upload. Use for YouTube clip pipelines or episode highlight extraction.

Proposes small Cursor `.cursor/rules/*.mdc` drafts when the user repeats the same correction or hits recurring friction. Use when patterns of “always do X / never do Y” appear across turns, or when the user asks to capture a preference as a rule — show the draft first and write only after approval.

Bridges general systematic debugging (isolate, bisect, flake control) to Content Factory operator paths — debugging-loop, bug-fixing A–F, pipeline logs, and optional human APPROVE before merge/retry. Use when investigating bugs, failed pipeline tasks, flaky tests, or when the user says @bugfixing.

Send documents for e-signature and track signing via the Documenso MCP — full lifecycle from template or uploaded PDF through recipients, fields, send, and download. Use for contracts, NDAs, and agreements.

Transcribe audio to text using Azure AI Speech (Fast Transcription REST API). Use when converting audio/video to text, generating subtitles, or processing spoken content in OpenMontage. Optional cloud STT provider — preferred when AZURE_SPEECH_KEY is configured; the local faster-whisper `transcriber` is the default offline path.

Non-animation creative direction for HyperFrames videos. Use for design spec (frame.md / design.md) handling, palettes, typography, narration, beat planning, audio-reactive visuals, composition patterns, and brand / style decisions. For atomic motion patterns and scene blueprints, use `hyperframes-animation`.

Install and wire registry blocks and components into HyperFrames compositions. Use when running hyperframes add, installing a block or component, wiring an installed item into index.html, or working with hyperframes.json. Covers the add command, install locations, block sub-composition wiring, component snippet merging, registry discovery, and authoring a new block or component to contribute upstream (idea → scaffold → validate → PR).

Record browser interactions as video using Playwright. Use for capturing demo videos, app walkthroughs, and UI flows for Remotion videos. Triggers include recording a demo, capturing browser video, screen recording a website, or creating walkthrough footage.

Best practices for Remotion - Video creation in React