A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
Create AGENTS.md files for project-specific inline rules. Use when adding small, project-specific instructions that should be committed in repos.
Complete idea-to-exit pipeline for solo builders with 8 interconnected agents managing the entire product lifecycle
Build resumable multi-agent workflows with durable execution, tool loops, and automatic stream recovery on client reconnection.
Chain agents together in sequential or branching workflows with data passing
Query AI coding agent quotas (Minimax, Zhipu, QWen). Login once, then check usage via API or CLI.
An advanced orchestration specialist that manages complex coordination of 100+ agents across distributed systems with hierarchical control, dynamic scaling, and intelligent resource allocation
Avoid common mistakes and debug issues in PydanticAI agents. Use when encountering errors, unexpected behavior, or when reviewing agent implementations.
Deploy and manage Spectro Cloud Palette Edge clusters using Agent Mode. Covers installation, registration tokens, node validation, cluster profiles with BYOOS pack, and uninstallation procedures.
Orchestrate parallel scientist agents for comprehensive research with AUTO mode
Configure popular MCP servers for enhanced agent capabilities
Guide for creating effective skills for any AI agent (Claude, Trae, Gemini, OpenCode, Qwen, etc.). This skill should be used when users want to create a new skill or update an existing one.
Use when setting up an email inbox for an AI agent (Moltbot, Clawdbot, or similar) - configuring inbound email, webhooks, tunneling for local development, and implementing security measures to...
N coordinated agents on shared task list with SQLite-based atomic claiming
Token-efficient parallel execution mode using Haiku and Sonnet agents
Orchestrate complex development with AUTOMATIC parallel subagent execution, continuous dispatch scheduling, dependency analysis, file conflict detection, and IOSM quality gates. Analyzes task...
Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity
Build agents that generate creative content including music, memes, podcasts, and multimedia. Covers generative models, content synthesis, style transfer, and creative control. Use when building...
Guide for creating, managing, and using Claude Code Agent Skills. Use when the user asks about Skills, wants to create a new Skill, or needs help with SKILL.md files.