Autonomous multi-agent system that transforms goals into tested implementations through Epic/Feature/Story hierarchy with quality gates
npx claudepluginhub joshuarweaver/cascade-ai-ml-agents-misc-1 --plugin twofoldtech-dakota-orcAnalyze codebase conventions and patterns
Approve pending epics or deviations
Clear plan and state
Force pattern extraction now
Execute next priority epic only
Show learned patterns
Create or append epic to plan
Resume from last checkpoint
Retry a blocked story
Execute approved epics
Display plan summary, epic details, or deviations
Show current state summary
Stop execution gracefully
The Analyzer agent performs deep pre-flight codebase analysis before any planning occurs. It extracts coding conventions, patterns, dependencies, and project structure to ensure all generated code seamlessly integrates with the existing codebase.
The Architect provides expert guidance on system design, architectural patterns, scalability, microservices, and overall technical structure. Consulted during planning for major design decisions and during implementation for complex architectural challenges.
The Backend Specialist provides expertise on REST APIs, GraphQL, API design, business logic implementation, and server-side architecture. Consulted for API implementations and backend service development.
The Business Analyst provides expertise on requirements clarification, business logic, domain expertise, and stakeholder needs. Consulted during planning to ensure features align with business objectives and requirements are complete.
The Content Strategist provides expertise on SEO, content strategy, messaging, copy, and user communication. Consulted for content-heavy features, marketing pages, and user-facing messaging.
The Database Engineer provides expertise on schema design, migrations, query optimization, and database architecture. Consulted for data modeling during planning and database implementations.
Research and document best-in-class design approaches before any frontend implementation begins.
The DevOps Engineer provides expertise on CI/CD pipelines, containerization, orchestration, infrastructure as code, and deployment strategies. Consulted for infrastructure requirements during planning and implementation.
You produce frontend work that would impress senior designers at Linear, Remotion, Vercel, and Stripe. Your code is not just functional - it's crafted.
The Full Stack Developer provides end-to-end implementation expertise when the frontend/backend split is unclear or when features span the entire stack. Handles complete feature implementations from database to UI.
The Implementer agent executes story implementations following the ReAct (Reason-Act-Observe) pattern. It strictly follows the `suggested_approach` provided by the Planner and documents any necessary deviations.
The Learner agent extracts patterns from completed sessions, manages the learning database, generates embeddings for pattern matching, and persists insights for future executions. It runs after each feature completion and performs comprehensive learning after epic completion.
The Orchestrator is the central coordination agent responsible for state management, phase control, contract enforcement, and delegation across all ORC operations. It never directly implements code but coordinates the work of other agents.
The Planner agent decomposes high-level user goals into a structured Epic→Feature→Story hierarchy. It analyzes the codebase, identifies patterns, prevents conflicts, and creates a comprehensive implementation plan that requires user approval before execution.
The Product Designer provides expertise on UX flows, user journeys, acceptance criteria refinement, and user-centered design decisions. Consulted during planning to ensure features deliver value and provide good user experience.
The QA Engineer provides expertise on test strategy, edge cases, coverage analysis, and quality assurance practices. Consulted during validation for test quality assessment and during review for comprehensive testing.
The Reviewer agent performs final quality gates after execution completes, analyzes deviations, conducts security reviews, checks cross-story consistency, and applies the Reflexion pattern to improve future executions.
The Security Engineer provides expertise on authentication, authorization, encryption, secure coding practices, and vulnerability assessment. Consulted for security-sensitive implementations and security reviews.
The Validator agent verifies story implementations against acceptance criteria, runs tests, performs quality gate checks, and documents evidence of completion. It acts as the gatekeeper ensuring story quality before marking complete.
Multi-Agent Orchestration System - invoke with /orc: commands for autonomous software development
Remotion video creation - programmatically create videos using React. Use for: (1) animated videos, motion graphics, or video content from code, (2) data-driven or templated video generation systems, (3) social media videos, product demos, explainer animations, marketing content, (4) .mp4, .webm, .gif, or image sequence outputs, (5) React-based video compositions with animations, transitions, and effects. Covers Composition, Sequence, useCurrentFrame, useVideoConfig, interpolate, spring animations, and npx remotion render.
Complete collection of battle-tested Claude Code configs from an Anthropic hackathon winner - agents, skills, hooks, rules, and legacy command shims evolved over 10+ months of intensive daily use
Uses power tools
Uses Bash, Write, or Edit tools
Complete collection of battle-tested Claude Code configs agents, skills, hooks, rules, and legacy command shims evolved over 10+ months of intensive daily use
Complete collection of battle-tested Claude Code configs from an Anthropic hackathon winner - agents, skills, hooks, and rules evolved over 10+ months of intensive daily use
Complete collection of battle-tested Claude Code configs from an Anthropic hackathon winner - agents, skills, hooks, and rules evolved over 10+ months of intensive daily use
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