Workflow orchestrator — reads workflow.yaml, sequences phases, manages Agent Teams, handles resume. The central coordinator for all harness plugins.
Headless parallel feature builder — Agent Teams implementation with TDD enforcement, two-stage review, and quality gates. No wizard, no interaction.
Headless keep/revert optimization loop — any artifact + metric, local or remote via SSH. Absorbs autoresearch capabilities including hardware detection and RunPod support.
Issue diagnosis and auto-fix — reads issues/errors, searches codebase for root cause, generates fix with regression tests, verifies fix.
Headless literature search and synthesis — arXiv, Semantic Scholar, HF Papers, Perplexity. Structured input/output, composable with other phases.
Transform ideas into implementation through structured specifications, technical plans, and actionable tasks. Includes slash commands, specialized agents, and 26 MCP tools.
PRD-driven autonomous development — generates PRDs, converts to execution format, runs fresh Claude instances with quality gates until complete. Two-stage review, TDD enforcement, failure categorization.
SOTA 2026 Storybook assistant with Vision AI design-to-code, natural language generation, AI-powered accessibility remediation, React Server Components, dark mode generation, and comprehensive testing
Production-ready project planning with progress tracking, error recovery, and comprehensive research - generates architecture docs, sprint plans, cost analyses, and implementation roadmaps
AI-powered image and diagram generation using state-of-the-art models via OpenRouter with quality review and iteration
Development companion that right-sizes process to task complexity — TDD enforcement, proportional verification, systematic debugging, tier-based routing. Pure markdown skills, zero runtime dependencies.
Deep research intelligence — SOTA discovery, method analysis, and implementation guidance from arXiv, Semantic Scholar, Hugging Face Papers, and Perplexity
Claude Code fluency coach — teaches effective workflows, explains decisions, builds programming vocabulary, and suggests features you didn't know existed.
Zero-infrastructure memory for Claude Code — episodic session logs, semantic codebase facts, compaction protection, relevance-filtered injection. Markdown-only, no daemon, no database.
Deep code review and researched rewrite — adversarial agent team review, framework compliance checking, documentation research, option evaluation with approval gates, worktree-isolated implementation
Karpathy's autoresearch as a Claude Code plugin — autonomous fixed-budget optimization for ML training, code performance, prompt engineering, and more. Apple Silicon (MLX), NVIDIA CUDA, and RunPod cloud.
Transform ideas into implementation through structured specifications, technical plans, and actionable tasks. Includes slash commands, specialized agents, and 26 MCP tools.
Transform ideas into implementation through structured specifications, technical plans, and actionable tasks. Includes slash commands, specialized agents, and 26 MCP tools.
Transform ideas into implementation through structured specifications, technical plans, and actionable tasks. Includes slash commands, specialized agents, and 26 MCP tools.
Transform ideas into implementation through structured specifications, technical plans, and actionable tasks. Includes slash commands, specialized agents, and 26 MCP tools.
Transform ideas into implementation through structured specifications, technical plans, and actionable tasks. Includes slash commands, specialized agents, and 26 MCP tools.
Transform ideas into implementation through structured specifications, technical plans, and actionable tasks. Includes slash commands, specialized agents, and 26 MCP tools.
Transform ideas into implementation through structured specifications, technical plans, and actionable tasks. Includes slash commands, specialized agents, and 26 MCP tools.
Transform ideas into implementation through structured specifications, technical plans, and actionable tasks. Includes slash commands, specialized agents, and 26 MCP tools.
Transform ideas into implementation through structured specifications, technical plans, and actionable tasks. Includes slash commands, specialized agents, and 26 MCP tools.