frankxai

Run the weekly FrankX operations loop — triage the inquiry inbox, advance the CRM pipeline, sweep open PRs across repos, and surface the content plan. Use for "/ops", "run the ops loop", "weekly ops", "triage inquiries", "what needs my attention", or any business-operations check-in.

Turn a NASA Astronomy Picture of the Day (APOD) into a 30–60s vertical short — script, shot list, captions, and a rights line. Use when the user mentions APOD, 'astronomy picture of the day', or wants a daily space short/reel/TikTok from a NASA image.

Turn an astrophysics/space-science arXiv paper into a structured brief tuned for space audiences — adds object/mission context, instruments, and observational caveats. Use when summarizing an astro-ph paper, a space-science result, or a mission's published findings.

Layer an Arcanea-style cosmic-mythic framing over a real space object or event, keeping the astronomy intact and separable from the myth. Use when giving a nebula/planet/launch a mythic narrative for the Arcanea universe without distorting the science.

Turn a NASA/ESA image into a structured 'cosmic atlas' web page — MDX with hero, plain-language explainer, fact table, sources, and rights. Use when building an atlas/encyclopedia entry, a gallery page, or a catalog of space objects from NASA imagery.

Check usage rights for NASA/ESA/observatory space media and emit a correct attribution line. Use when reusing a space image/video, before publishing a short or atlas page, or when the user asks 'can I use this image' / 'what's the credit' for NASA, ESA, Hubble, Webb, or observatory media.

Turn a rocket launch into a short vertical reel — punchy hook, 30–45s narration, beat-synced captions, and a footage-credit line. Use when making a launch reel/short (not a long-form YouTube video), or a quick social recap of a launch.

Repurpose a space asset (APOD short, mission brief, launch reel, atlas page) into a coordinated multi-platform pack, preserving image/footage credits across every variant. Use when distributing space content across X/LinkedIn/Instagram/YouTube while keeping NASA/ESA attribution intact.

Classify, author, and validate Arcanean spells on the four canon axes (element, discipline, tier, gate/rank). Use when adding or reviewing spells, building the magic encyclopedia, or generating spell media. Canon-faithful — never contradicts CANON_LOCKED.md.

Frameworks for productive human-AI co-creation - the orchestra model, creative partnerships, and symbiotic workflows

Anti-trope and naming protocol - banned AI cliches, forbidden words, and better alternatives for authentic Arcanean prose

The Seven Luminors - aspects of creative consciousness providing guidance through archetypical wisdom for any creative challenge

Character development through psychological depth - wounds, desires, contradictions, and authentic character voices

Navigate creative blocks using the taxonomy of psychological obstacles - naming rituals and protocols for each creature type

Master narrative craft - story structure, scene design, dramatic tension, and meaning-making through storytelling

Universe creation and world-building - geography, history, belief systems, cultures, and living ecologies of meaning

Compile a goal into a durable, file-backed agent loop — a .loop/<name>/ charter any coding agent (Claude Code, Codex, Gemini, Grok) can execute unattended. Use when the user wants to "build a loop", "design a loop", "run X continuously/24-7", "make an agent keep working on Y", automate recurring work, or convert a big backlog into autonomous iteration. Produces LOOP.md + state.json + backlog.md, ready for loop-runner.

Operate a fleet of durable agent loops under .loop/ — schedule which loop runs next, assign agents to roles (maker vs checker), enforce promotion gates from propose-only to write access, allocate budgets, detect stalled or dead loops, and roll up fleet status into one report. Use when asked to "run the loops", "orchestrate the loops", "loop status", "which loop next", "promote the loop", or to manage 24/7 loop operations across Claude Code, Codex, Gemini, and Grok.

Execute exactly one disciplined iteration of a designed loop from .loop/<name>/ (LOOP.md charter + state.json + journal.md). Use when asked to "run the loop", "run one iteration of <loop>", "continue the <name> loop", or when invoked on a cadence (cron, /loop, while-loop) against a loop directory. Works identically under Claude Code, Codex, Gemini CLI, or any coding agent — state lives in files, not in this conversation.

Generate high-quality AI Architect newsletters with latest AI news, research integration, and visual design. Use when creating newsletters, researching AI developments, synthesizing AI news for architects, or distributing intelligence reports. Covers AI model releases, research papers, tool launches, architecture patterns, production systems, and enterprise AI trends. Integrates with FrankX research hub and supports both daily briefs and weekly deep-dives.

Design and generate premium book covers using NB2 (Nano Banana 2 / Gemini 3.1 Flash Image) with deep thinking about book tension, emotion, and genre. Pulls from top book cover design principles (Chip Kidd, Peter Mendelsund, Coralie Bickford-Smith). Auto-activates when user requests book cover, cover art, cover design, or mentions generating a cover for a book project.

Build autonomous AI agents with the Claude Agent SDK — computer use, tool calling, MCP integration, and production best practices for Anthropic models. Use when writing agent code against the Claude/Anthropic SDK, wiring tools or MCP servers, or hardening an agent for production.

Production-grade agentic workflows with LangGraph — graph orchestration, state machines, human-in-the-loop, and advanced control flow. Use when building or debugging a LangGraph app, modeling agent state, or adding checkpoints and human approval steps.

Design and implement Model Context Protocol servers with resources, tools, prompts, and security best practices. Use when architecting an MCP server, modeling its resources/tools/prompts, or integrating a service as an MCP endpoint.

Apply official FrankX brand standards to all artifacts, ensuring visual consistency across content, products, and communications. Use this skill for any FrankX-related content creation, design work, or communication.

Triage an external GitHub design/UI/motion/shader library before wiring it into any site's design system. Use when someone shares a "free design asset library" repo/link (social media, a README, a tweet), when deciding whether to npm-install, vendor-copy, or just study a repo, or when logging a new entry in registries/design-assets.json.

Library OS — source-aware reading intelligence. Use for a book, reading photo, handwritten note, highlight export, or request to build a durable, privacy-aware second brain on a personal domain.

Operationalized scroll-driven motion for frankx.ai. Use when a page needs cinematic scroll storytelling — pinned sections, parallax depth, scroll-scrubbed video, or a timeline-orchestrated reveal — beyond what Framer Motion's mount/hover/whileInView patterns cover. Covers the two-track model (Framer Motion for micro-interactions, GSAP ScrollTrigger + Lenis for scroll choreography), the decision rule for picking a track, copy-correct Next.js patterns, and the performance + accessibility budget every motion-heavy page must hold. Governed by taste.md's "Motion: the earned scroll set-piece" — read that section before shipping a Track-B moment.

Build Ahmad Hashem's Trinity AI founder, creator, local Jarvis/OpenClaw, ACOS, agent swarm, content media, academy, podcast, and influencer workflows. Use when planning or executing Ahmad's startup system, creator engine, agent roles, content calendar, client proof loop, or installable founder OS.

Build TheEpicWays client intelligence systems for Estefania Badra. Use when working on TheEpicWays, Estefania, FrankX allies/friends pages, leadership/workshop/event offer architecture, client-service AI loops, installable Codex or Claude skill/plugin packs, public-safe partner assets, or premium rounded/liquid UI for her operating system.

Apply official FrankX brand standards to all artifacts, ensuring visual consistency across content, products, and communications. Use this skill for any FrankX-related content creation, design work, or communication.

Fast headless browser for QA testing and site dogfooding. Navigate any URL, interact with elements, verify page state, diff before/after actions, take annotated screenshots, check responsive layouts, test forms and uploads, handle dialogs, and assert element states. ~100ms per command. Use when you need to test a feature, verify a deployment, dogfood a user flow, or file a bug with evidence. gstack also includes development workflow skills. When you notice the user is at these stages, suggest the appropriate skill: - Brainstorming a new idea → suggest /office-hours - Reviewing a plan (strategy) → suggest /plan-ceo-review - Reviewing a plan (architecture) → suggest /plan-eng-review - Reviewing a plan (design) → suggest /plan-design-review - Auto-reviewing a plan (all reviews at once) → suggest /autoplan - Creating a design system → suggest /design-consultation - Debugging errors → suggest /investigate - Testing the app → suggest /qa - Code review before merge → suggest /review - Visual design audit → suggest

Codex-native /acos router for the Agentic Creator Operating System, content, creator, music, video, publishing, social, and ACOS workflow routing without loading all Claude command files. Use when prompts mention /acos, the installed /acos prompt shortcut, mobile alias acos:, Agentic Creator Operating System, ACOS, creator/content operations, content calendar, video, Suno/music, blog/social publishing, or creator OS auto-routing.

Codex-native Starlight Intelligence /si router for choosing local agent lanes, building handoff packets, and running explicit read-only fanout or council dispatch across Codex, Claude, Grok, Antigravity, OpenCode, DeepAgent, and image tools. Use when prompts mention /si, the installed /si prompt shortcut, mobile alias si:, starlight si, route, dispatch, fanout, council, which agent/tool, local CLI lanes, or Starlight multi-agent orchestration.

Codex-native Starlight /so orchestrator for Queen-enabled dispatch, durable packets, explicit fanout, verification plans, swarm loops, and multi-lane Starlight coordination. Use when prompts mention /so, the installed /so prompt shortcut, mobile alias so:, starlight so, Starlight Orchestrator, Queen role, orchestrator dispatch, Starlight Swarm, multi-agent routing, multi-lane dispatch, durable handoff packet, dispatch verification, or /so --fanout.

Scaffold a new agent profile under agents/ or verticals/, register it in AGENT_REGISTRY.md and AGENTS.md, and run conformance validation tests.

Distill a completed user interaction or multi-step workflow into a reusable agent skill (SKILL.md + helper script), registering it in skill-rules.json and SKILL_REGISTRY.md.

Use when dispatching the Hermes agent swarm for any multi-IS or complex task — routes to IS-specialist Hermes profiles, coordinates parallel execution, aggregates synthesis, and writes results to vaults. Default skill for Starlight Hermes, Starlight Orchestrator, and Hermes Claw.

Mandatory excellence gates for Grok+ACOS. verification-loop, santa-method, gstack-qa, plan-reviews, repo-mastery, cso, rules-distill. Never ship without evidence (gstack screenshots, metrics). Use on any build/suggest/lead task.

ACOS Grok bridge. SessionStart loads repo-mastery + excellence gates. PreToolUse enforces rules read + suggests harness (claude for plans). Uses gstack for QA, verification-loop/santa-method. Full .claude/ compat + native .grok/. Delegate via terminal when needed. Trigger: setup, harness, grok, excellence.

Apply official FrankX brand standards to all artifacts, ensuring visual consistency across content, products, and communications. Use this skill for any FrankX-related content creation, design work, or communication.

Frank's personalized career and professional mastery coaching

Guided process to create your personalized Soulbook - a comprehensive life transformation system

Creates expert positioning content, social media posts, and marketing materials for Frank's personal brand and AI coaching business with soul-aligned messaging

Master-level visionary book writing system with research-driven methodology, author voice modeling, and iterative refinement across 9 quality dimensions

Expert Suno AI prompt engineering for cinematic, transformative music creation. Use this skill when creating Suno prompts for Vibe OS sessions, meditation tracks, or any AI-generated music that needs professional quality and emotional resonance.

FrankX Publishing Factory - Research, write, edit, design, package, publish, market, iterate

Claude Agentic Creator OS - Native Claude Code implementation

Turn a NASA Astronomy Picture of the Day (APOD) into a 30–60s vertical short — script, shot list, captions, and a rights line. Use when the user mentions APOD, 'astronomy picture of the day', or wants a daily space short/reel/TikTok from a NASA image.

Turn a NASA/ESA image into a structured 'cosmic atlas' web page — MDX with hero, plain-language explainer, fact table, sources, and rights. Use when building an atlas/encyclopedia entry, a gallery page, or a catalog of space objects from NASA imagery.

Add an Arcanea mythic overlay to factual content — a canon-attributed narrative framing (Guardian/Luminor names, mythic register) layered over the real facts, clearly separable from them. Use when giving content an Arcanea mythology flavor, framing a piece in the Arcanea universe, or asked for a 'mythic' treatment.

Write a FrankX authority post — an AI-Architect-voiced LinkedIn/X post that leads with a result, teaches one concrete lesson, and stays humble. Use when drafting a thought-leadership post as FrankX, sharing a build/insight, or asked for an 'authority post'.

Apply the Starlight voice to any text — cool, premium, high-intellect, direct, technical, warm, playful; pattern recognition as poetry. Use when writing or rewriting content in the Starlight register, enforcing brand voice, or asked to 'make this sound like Starlight'.

Generate a runnable, space-themed coding lab — a problem statement, starter code, hidden tests, and a worked solution — in Python or JavaScript. Use when creating coding exercises, a 'code lab', an interactive tutorial, or a space/astronomy programming challenge.

Turn an astrophysics/space-science arXiv paper into a structured brief tuned for space audiences — adds object/mission context, instruments, and observational caveats. Use when summarizing an astro-ph paper, a space-science result, or a mission's published findings.

Layer an Arcanea-style cosmic-mythic framing over a real space object or event, keeping the astronomy intact and separable from the myth. Use when giving a nebula/planet/launch a mythic narrative for the Arcanea universe without distorting the science.

Patterns for multi-agent coordination, task decomposition, handoffs, and workflow orchestration. Best practices for building and managing agent systems.

Enterprise AI security - OWASP LLM Top 10, prompt injection defense, guardrails, PII protection

Create professional architecture diagrams using D2, Draw.io, Mermaid, and OCI official icons for enterprise-grade visualizations

Build AI applications on AWS using Bedrock, SageMaker, and AI/ML services with best practices for enterprise deployment

Build AI applications on Azure using Azure OpenAI, Cognitive Services, and ML services with enterprise patterns

Build autonomous AI agents using Claude Agent SDK with computer use, tool calling, MCP integration, and production best practices

Production-grade AI architecture patterns for enterprise - security, governance, scalability, and operational excellence

Cost optimization for AI workloads - model selection, GPU sizing, commitment strategies, and multi-cloud cost management

Give an AI agent persistent, navigable memory across sessions using a memory-palace structure. Use when building agent memory, when the user says "remember this across sessions", "give the agent long-term memory", "persistent context", "knowledge graph for my agent", or for coding agents, Claude cowork, and ChatGPT projects that must retain state. Reads and writes palace.json as a durable spatial knowledge store the agent reloads each session.

Train mental-imagery vividness and scene construction so memory-palace images are stronger. Use when the user says "my mental pictures are weak/blurry", "I can't visualize", "train my imagination", "help me see images more clearly", or struggles to encode loci. Drills based on imagery research — multisensory detail, manipulation, and scene construction — to make encoding work better.

Turn each target into a vivid, memorable image and place it at a station. Use when the user says "encode these items", "make images for my palace", "help me remember names and faces", "turn this list into pictures", or after memory-palace-architect lays out the rooms. Applies bizarreness, multisensory, exaggeration, motion, and dual-coding; fills the loci[] of palace.json.

Design a memory palace — choose a real or imagined locus, lay a fixed non-crossing route, and space the stations. Use when the user says "design a memory palace", "pick a place to memorize in", "lay out my palace", "map a route for N items", or needs a structure before encoding. Writes the rooms/stations skeleton of palace.json for loci-encoder to fill.

Memorize digits, dates, phone numbers, and playing cards by converting numbers into images. Use when the user says "memorize this number", "remember these dates", "how do I memorize a deck of cards", "PAO system", "Major System", or "Dominic System". Supplies the encoding for numeric targets, then hands the resulting images to loci-encoder for placement.

Teach the method of loci and route the user to the right memory-palace skill. Use when someone says "teach me the memory palace", "how does the method of loci work", "help me memorize X", "I want to remember a list/speech/deck", or is new to spatial memory. The start-here skill that explains the four-level model then dispatches to architect, encoder, number-memory, walk, or spaced-recall.

Render a memory palace as a navigable artifact — a self-contained HTML viewer plus image-generation prompts for each locus. Use when the user says "render my palace", "visualize the palace", "make a picture of my memory palace", "build out the palace", or wants a keepable visual. Reads palace.json, emits a standalone index.html (no build step) and per-locus image prompts; tolerates both memory-palace and blessing schemas.

Walk the palace from memory to self-test recall, score it, and repair weak loci. Use when the user says "test me on my palace", "let me recall the list", "walk my palace", "quiz me", or after a palace is built or due for review. Runs retrieval practice (the testing effect), marks which loci held and which failed, and updates the recall block of palace.json.

The Claw Fleet — 5 AI engines (Media, Forge, Herald, Scout, Scribe) with 33 skills, cross-claw events, and fleet orchestration for creative operations.

Visual web dashboard for managing AI agent pipelines. Inbox with approval cards, live agent monitoring, social scheduling, and publish pipeline.

Complete AI-powered media processing pipeline for creative world-building. Scans, classifies, processes, scores, and uploads media with fantasy/mythology-aware tagging.

Auto-generate platform-optimized image variants and AI-written captions for Instagram, LinkedIn, X, YouTube, and TikTok from any source image.

AI-powered aesthetic quality scoring for images. 5-dimension evaluation: Canon Alignment, Design Compliance, Emotional Impact, Technical Fit, Uniqueness. Scores 0-100 with automatic tier assignment.

Classify untagged media against Arcanea canon using Gemini Vision

Detect and reject duplicate media files by content hash

Convert classified media to WebP and generate size variants

Multi-agent coordination patterns for enterprise AI systems on Oracle Cloud Infrastructure

Expert guidance on Oracle Cloud Infrastructure services, cloud architecture patterns, cost optimization, deployment strategies, and OCI best practices for enterprise solutions

Build production agentic applications on OCI using Oracle Agent Development Kit with multi-agent orchestration, function tools, and enterprise patterns

Design framework-agnostic AI agents using Oracle's Open Agent Specification for portable, interoperable agentic systems with JSON/YAML definitions

Extended reference material for Oracle AI architecture with deep technical implementations

Generate professional OCI architecture diagrams with verified Oracle styling and icons

AI Architect-grade visual generation for OCI with research grounding and brand compliance

Generate professional OCI architecture diagrams with verified Oracle styling and icons

Use when the user asks to review, grill, pressure-test, or sanity-check an AI agent or multi-agent system design before building it — triggers include "grill me on my design", "design review", "review my agent architecture", "is this architecture sound", "pressure-test this before I build". Interrogates the design against the four failure modes that kill enterprise agent initiatives and returns a go / no-go verdict with ranked fixes.

Author, audit, and maintain CLAUDE.md memory files the way Anthropic recommends — under 200 lines, only-always-true facts, situational knowledge moved to path-scoped rules or skills. Use when creating/editing any CLAUDE.md, when a CLAUDE.md grows past ~200 lines, when rules stop being obeyed, when splitting a monolith into rules/skills, or before committing memory changes. Trigger phrases: write claude.md, edit claude.md, audit claude.md, claude.md too long, claude.md bloated, refactor claude.md, memory file, prune memory, agent rules, AGENTS.md.

Build autonomous AI agents using Claude Agent SDK with computer use, tool calling, MCP integration, and production best practices for Anthropic models

Build production-grade agentic workflows with LangGraph using graph-based orchestration, state machines, human-in-the-loop, and advanced control flow

Build production-ready multi-agent systems using OpenAI AgentKit and Agents SDK with best practices for agent orchestration, handoffs, and routines

Current best practices for Model Context Protocol server design, implementation, and integration. Updated patterns for 2025 MCP ecosystem including multi-server orchestration, security, and performance.

Design and implement Model Context Protocol servers for standardized AI-to-data integration with resources, tools, prompts, and security best practices

Intelligent model selection - routes tasks to Haiku (fast/cheap), Sonnet (balanced), or Opus (complex/strategic) based on task complexity analysis