By DYAI2025
Orchestrates multi-AI workflows using Claude, Gemini, and Codex to conduct structured research, code reviews, security audits, TDD cycles, and documentation generation via the Double Diamond methodology.
Write an AI-optimized PRD using multi-AI orchestration and 100-point scoring framework
Run content analysis pipeline on URL(s) to extract patterns and create anatomy guides
Start a creative thought partner brainstorming session
Generate an optimized prompt for any task using meta-prompting techniques
Score an existing PRD against the 100-point AI-optimization framework
Expert academic writer specializing in research papers, grant proposals, abstracts, and scholarly communication. Masters academic writing conventions, peer review preparation, and research dissemination. Use PROACTIVELY for paper drafting, grant writing, or academic communication.
Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations. Use PROACTIVELY for LLM features, chatbots, AI agents, or AI-powered applications.
Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems. Masters REST/GraphQL/gRPC APIs, event-driven architectures, service mesh patterns, and modern backend frameworks. Handles service boundary definition, inter-service communication, resilience patterns, and observability. Use PROACTIVELY when creating new backend services or APIs.
Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for business intelligence or strategic analysis.
Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns. Masters serverless, microservices, security, compliance, and disaster recovery. Use PROACTIVELY for cloud architecture, cost optimization, migration planning, or multi-cloud strategies.
Uses power tools
Uses Bash, Write, or Edit tools
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Your complete AI engineering platform for Claude Code - Multi-AI orchestration, 29 specialized expert personas, proven workflows, design system extraction, and 35+ battle-tested skills.
Transform Claude Code into a full AI engineering team with diverse perspectives, specialized expertise, and structured methodologies.
Claude Octopus is the most comprehensive plugin for Claude Code, combining:
Run Codex, Gemini, and Claude simultaneously with automatic synthesis - get 3 AI perspectives in the time it takes for 1.
Access specialized experts: Backend Architect, Frontend Developer, Security Auditor, Cloud Architect, Performance Engineer, UX Researcher, Academic Writer, and 22 more.
Double Diamond workflows (Discover → Define → Develop → Deliver), Test-Driven Development, systematic debugging, and adversarial security auditing.
Reverse-engineer design systems and product architectures from codebases or URLs. Extract design tokens, components, APIs, and generate comprehensive documentation.
From multi-AI research to PRD writing, code review to content analysis, debate facilitation to document delivery, and design system extraction.
Bottom line: Stop juggling multiple AI tools and workflows. Claude Octopus gives you everything in one integrated platform.
/plugin marketplace add https://github.com/nyldn/claude-octopus
/plugin install claude-octopus@nyldn-plugins
/octo:setup
This wizard helps you set up Codex and/or Gemini (you only need ONE). Fully guided, won't duplicate existing installs.
Multi-AI research:
octo research OAuth authentication patterns
Get expert help:
I need a cloud architect to review my AWS infrastructure
Run workflows:
octo build a user authentication system
That's it. You now have a complete AI engineering platform.
The core capability: Run multiple AI models simultaneously, then synthesize their perspectives.
What you get:
Examples:
/octo:embrace [prompt] # Full Double Diamond workflow (all 4 phases)
/octo:debate Redis vs Memcached # Structured 3-way debate
/octo:multi analyze this codebase # Force multi-AI mode (manual override)
/octo:research microservices patterns # Multi-AI research
/octo:build user authentication system # Multi-approach implementation
/octo:review this code for security # Adversarial quality review
Key capabilities:
/octo:multi to force multi-AI execution for any taskAccess specialized AI experts trained for specific domains. Use them individually or let Claude Octopus route to the right expert automatically.
npx claudepluginhub dyai2025/claude-octopusSelf-learning system for Claude Code that captures corrections and updates CLAUDE.md automatically
Harness-native ECC plugin for engineering teams - 67 agents, 271 skills, 92 legacy command shims, reusable hooks, rules, MCP conventions, and operator workflows for Claude Code plus adjacent agent harnesses
BDI mental state modeling and cognitive architecture patterns for building rational agents with formal belief-desire-intention representations
v9.52.0 - Reliability wave: tangle contextual review correction loop with hard round ceiling, progress-supervised review rounds (per-agent stall watch, descendant-tree kills), council diversity and agy pin fixes, marketplace generator source-of-truth fix, provider troubleshooting runbook and cost-expectations docs. Run /octo:setup.
Comprehensive PR review agents specializing in comments, tests, error handling, type design, code quality, and code simplification
Consult multiple AI coding agents (Gemini, OpenAI, Grok, Perplexity, plus codex, antigravity, and grok CLIs when installed) to get diverse perspectives on coding problems
Comprehensive feature development workflow with specialized agents for codebase exploration, architecture design, and quality review
Complete creative writing suite with 10 specialized agents covering the full writing process: research gathering, character development, story architecture, world-building, dialogue coaching, editing/review, outlining, content strategy, believability auditing, and prose style/voice analysis. Includes genre-specific guides, templates, and quality checklists.
Comprehensive skill pack with 66 specialized skills for full-stack developers: 12 language experts (Python, TypeScript, Go, Rust, C++, Swift, Kotlin, C#, PHP, Java, SQL, JavaScript), 10 backend frameworks, 6 frontend/mobile, plus infrastructure, DevOps, security, and testing. Features progressive disclosure architecture for 50% faster loading.