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).
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).
A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with...
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.
Master guide for using Claude Code effectively. Includes configuration templates, prompting strategies "Thinking" keywords, debugging techniques, and best practices for interacting with the agent.
Query AI coding agent quotas (Minimax, Zhipu, QWen). Login once, then check usage via API or CLI.
Debug issues that occur sporadically and are hard to reproduce. Use monitoring and systematic investigation to identify root causes of flaky behavior.
An advanced orchestration specialist that manages complex coordination of 100+ agents across distributed systems with hierarchical control, dynamic scaling, and intelligent resource allocation
Create effective debugging prompts—include error messages, stack traces, expected vs actual behavior, logs, and attempted solutions
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.
Debug database performance issues through query analysis, index optimization, and execution plan review. Identify and fix slow queries.
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...