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.
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.
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).
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.
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.
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.
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.
Visual Intelligence System (VIS)
Agentic visual asset management — scan, audit, and manage images across your site with AI-powered quality enforcement
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.
verification-loop
A comprehensive verification system for Claude Code sessions.
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.
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.
swarm-advanced
Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows
stream-chain
Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows
strategic-compact
Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.
sparc-methodology
SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with multi-agent orchestration
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
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.
search-first
Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Invokes the researcher agent.
santa-method
Multi-agent adversarial verification with convergence loop. Two independent review agents must both pass before output ships.
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.
rules-distill
Scan skills to extract cross-cutting principles and distill them into rules — append, revise, or create new rule files
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.
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.
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.
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.
prompt-optimizer
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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.
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.
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.
performance-analysis
Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms
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.
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.
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.
model-routing
Intelligent model selection - routes tasks to Haiku (fast/cheap), Sonnet (balanced), or Opus (complex/strategic) based on task complexity analysis
memory-guardian
WSL2 memory safety and scaling guardrails for Claude Code sessions and parallel agents.
mcp-2025-patterns
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.
library-os
Library OS — the persistent digital library system. Use when adding a book, deepening an existing review, extracting insights from handwritten notes / highlights / photos, or when the user wants to build their own library on their site. Handles the full workflow from capture to publish.
iterative-retrieval
Pattern for progressively refining context retrieval to solve the subagent context problem
Hooks Automation
Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.
hook
Generate high-retention content hooks using tri-modal engineering (Visual + Audio + Text) across 10 dimensions — from research-backed wisdom to frontier science to comedic timing. State-of-art 2026 hook psychology for creators who respect their audience's intelligence. Use when creating video intros, social content, article hooks, or any attention capture.
hive-mind-advanced
Advanced Hive Mind collective intelligence system for queen-led multi-agent coordination with consensus mechanisms and persistent memory
higgsfield-operator
Operate Higgsfield MCP for AI video/image generation, viral clip atomization, video analysis, and virality scoring. Use for 'package and clip', '/package-clip', generating B-roll, Soul character shots, analyzing competitor videos, or scoring a video before publish. Requires the Higgsfield custom connector (https://mcp.higgsfield.ai/mcp).
unfreeze
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ship
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setup-deploy
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setup-browser-cookies
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review
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retro
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qa
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