The unofficial community hub for Claude Code plugins, skills, extensions, MCP servers, and some really experimental stuff anyone welcome to contribute more.
Diligence-grade product and technical analysis for the ae.ltd proof-agent concept, including comparison against Cursor and Omnara, MVP and production architecture, red-team review, and build-vs-buy evaluation. Use when Codex needs to create or critique PRDs, tech specs, competitive diligence, leadership memos, or…
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent coordination, or advanced vector search applications.
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.
Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.
Expert frontend design and UI implementation with a focus on bespoke, visually striking, and minimalist interfaces. Trigger with 'ULTRATHINK' prefix for deep architectural analysis. Automatically detects and uses existing UI libraries (Shadcn UI, Radix, MUI) while applying unique styling. Includes a personalized…
Optimizes Beads workflow activation, parallel processing, and task management. Use when working with Beads issues, managing dependencies, or optimizing development workflows in projects with complex task dependencies.
Professional Blender automation for 2D-to-3D transformation and animation workflows. Use when converting images to 3D models, creating procedural animations, setting up render farms, or automating Blender pipelines with MCP integration.
Orchestration layer that coordinates Debt-Sentinel, Red Team Tribunal, and Spec-Lock into unified workflows. Use when you need comprehensive quality assurance with multiple validation stages. Provides safe-edit workflows, CI pipelines, enhancement pipelines, and engineering metrics dashboard.
Run a 5-adviser council to stress-test any decision. Five distinct lenses (Contrarian, First-Principles, Expansionist, Outsider, Executor) answer independently, then anonymously peer-review each other, and a Chairman synthesizes a single clear recommendation. Kills sycophancy and groupthink on high-stakes calls.
Architectural pattern enforcer that prevents technical debt. Use when editing code to check for anti-patterns, hardcoded secrets, SQL injection, inline styles, and other code quality issues. Automatically blocks critical violations and logs debt scores.
Systematic Find-Prove-Evidence-Fix framework for complex system analysis and intervention. Use when debugging failures, investigating incidents, analyzing performance issues, or optimizing complex systems.
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.