model-routing
Intelligent model selection - routes tasks to Haiku (fast/cheap), Sonnet (balanced), or Opus (complex/strategic) based on task complexity analysis
obs-recording
Manage recording sessions through OBS via obs-mcp (OBS WebSocket) — start/stop recording, switch scenes, check audio levels, verify output files. Use for batch record sessions, 'manage my camera', or '/record' workflows. Requires OBS Studio + obs-websocket + obs-mcp server configured locally.
opus-extended-thinking
Leverage Claude Opus 4.5's extended thinking capabilities for deep reasoning, complex analysis, and multi-step synthesis. Use when problems require thorough deliberation before response.
Pair Programming
AI-assisted pair programming with multiple modes (driver/navigator/switch), real-time verification, quality monitoring, and comprehensive testing. Supports TDD, debugging, refactoring, and learning sessions. Features automatic role switching, continuous code review, security scanning, and performance optimization with truth-score verification.
performance-analysis
Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms
planning-with-files
Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls. Now with automatic session recovery after /clear.
postiz-distributor
Formats, schedules, and distributes creator assets across social platforms (X, LinkedIn, Threads, YouTube Shorts) via Postiz, Buffer, or Blotato. Activates on: distribute, schedule post, queue thread, postiz, blotato, buffer.
product-engine
Product creation and packaging pipeline. Creates premium digital products from FrankX component library, agentic AI systems, and design assets. Actions: create, package, publish, price, bundle. Products: UI kit, dashboard template, SaaS starter, agentic system, content engine, component library. Formats: Next.js, React, Tailwind, shadcn, Python, Notion, Obsidian. Channels: Gumroad, GitHub, frankx.ai.
qme-second-brain
Syncs and queries the creator's second brain (Obsidian/Notion vaults) and audience communication profiles using Qme.ai. Activates on: second brain, obsidian vault, notion sync, query brain, audience profile, qme.
ReasoningBank with AgentDB
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when building self-learning agents, optimizing decision-making, or implementing experience replay systems.
ReasoningBank Intelligence
Implement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement. Use when building self-learning agents, optimizing workflows, or implementing meta-cognitive systems.
research-hub-template
Scaffolds public/private research hubs (similar to frankx.ai/research) and connects them with personal vaults and static page generators. Activates on: research hub, research template, publish research, second brain hub, obsidian blog.
rules-distill
Scan skills to extract cross-cutting principles and distill them into rules — append, revise, or create new rule files
sandcastles-connector
Integrates with Sandcastles.ai viral outlier research to analyze high-performing hook structures, video curves, and outline viral content models. Activates on: outlier, viral hook, video research, youtube outlier, sandcastles.
santa-method
Multi-agent adversarial verification with convergence loop. Two independent review agents must both pass before output ships.
search-first
Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Invokes the researcher agent.
Skill Builder
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization. Use when you need to build custom skills for specific workflows, generate skill templates, or understand the Claude Skills specification.
skill-comply
Visualize whether skills, rules, and agent definitions are actually followed — auto-generates scenarios at 3 prompt strictness levels, runs agents, classifies behavioral sequences, and reports compliance rates with full tool call timelines
sparc-methodology
SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with multi-agent orchestration
strategic-compact
Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.
stream-chain
Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows
swarm-advanced
Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows
Swarm Orchestration, Memory, & Model Routing
Framework to design and run multi-agent swarms (mesh, blackboard, hierarchical), manage AgentDB trajectory persistence, and run 3-tier dynamic model routing.
ui-ux-pro-max
UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 8 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient.
verification-loop
A comprehensive verification system for Claude Code sessions.
Verification & Quality Assurance
Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.
Visual Intelligence System (VIS)
Agentic visual asset management — scan, audit, and manage images across your site with AI-powered quality enforcement
web-artifacts-builder
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.
xpoz-intelligence
Query social intelligence (X/Instagram/TikTok/Reddit) via the Xpoz MCP connector for outlier discovery, hook-pattern mining, and competitor analysis. Use for '/monday-intel', 'what's working in my niche', trend validation, or any social listening. Pairs with Semrush MCP for SEO demand validation.
excellence-review
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.
harness-integration
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.
multi-harness-orchestrator
Automatically detect tasks suited for delegation to other agent harnesses (Claude Code as canonical, agy/antigravity, gemini, cursor, etc.). Leverage shared .claude catalog (skills, commands, agents, hooks, junctions for agy). Embody Frank DNA. Output exact delegation commands (e.g. claude -p "injected rules + task" --cwd ...). Auto-utilize by shelling harness CLIs with full context from rules/catalog. Combine with repo-mastery for ecosystem tasks. Suggest/lead by choosing best harness or running in parallel. Grok .grok personal excellence seeds only (core to others).
repo-mastery
Master ACOS, FrankX, Starlight-Intelligence-System, arcanea, claude-code-config and full starlight/repos ecosystem. Architecture, skills/hooks/MCP map, harness integration points. Read CLAUDE.md/AGENTS.md/GROK.md first. Use MCPs (github, fs-starlight), gstack, subagents, grep, terminal. Excellence gates required. Trigger: repo, ACOS, ecosystem, mastery, cross-repo.
ahmad-founder-creator-os
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.
git-master
MUST USE for ANY git operations. Atomic commits, rebase/squash, history search (blame, bisect, log -S). STRONGLY RECOMMENDED: Use with sisyphus_task(category='quick', skills=['git-master'], ...) to save context. Triggers: 'commit', 'rebase', 'squash', 'who wrote', 'when was X added', 'find the commit that'.
arcanea-architect
Expert guidance for building the Arcanea creative agent ecosystem with attention to detail, design excellence, and systematic implementation.
Multi-Cloud AI Architect
Design and deploy AI workloads across AWS, Azure, GCP, and OCI with intelligent routing, cost optimization, and cross-cloud patterns
Architecture Diagramming Expert
Create professional architecture diagrams using D2, Draw.io, Mermaid, and OCI official icons for enterprise-grade visualizations
AWS AI Services Expert
Build AI applications on AWS using Bedrock, SageMaker, and AI/ML services with best practices for enterprise deployment
Azure AI Services Expert
Build AI applications on Azure using Azure OpenAI, Cognitive Services, and ML services with enterprise patterns
Claude SDK Expert
Build autonomous AI agents using Claude Agent SDK with computer use, tool calling, MCP integration, and production best practices
Enterprise AI Patterns
Production-grade AI architecture patterns for enterprise - security, governance, scalability, and operational excellence
FinOps AI Expert
Cost optimization for AI workloads - model selection, GPU sizing, commitment strategies, and multi-cloud cost management
GenAI DAC Specialist
Expert in OCI Generative AI Dedicated AI Clusters - deployment, fine-tuning, optimization, and production operations
HuggingFace Model Trainer
Train and fine-tune LLMs using HuggingFace TRL, Transformers, and cloud GPU infrastructure with SFT, DPO, GRPO methods
Knowledge Updater
Automated skill for keeping AI knowledge bases current with latest model versions, framework updates, and best practices
Kubernetes AI Expert
Deploy and operate AI workloads on Kubernetes with GPU scheduling, model serving, and MLOps patterns
LangGraph Patterns Expert
Build production-grade agentic workflows with LangGraph using graph-based orchestration, state machines, human-in-the-loop, and advanced control flow
mcp-2025-patterns
Current best practices for Model Context Protocol server design, implementation, and integration. Updated patterns for 2026 MCP ecosystem including multi-server orchestration, security, and performance.
MCP Architecture Expert
Design and implement Model Context Protocol servers for standardized AI-to-data integration with resources, tools, prompts, and security best practices
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