ct-debug-skill
Debug and troubleshoot claude-threads, orchestrator, and agent issues
Debug and troubleshoot claude-threads, orchestrator, and agent issues
Use when user asks where to put configuration, skills, or learnings, or discusses sharing config across projects. Provides decision criteria for the three-tier architecture (global ~/.claude, plugin, project-local .claude) to prevent duplication and ensure reusability. Invoke before creating new skills or configuration to determine the correct tier and location.
Analyze LangGraph application architecture, identify bottlenecks, and propose multiple improvement strategies
Create skill groups (multiple related skills packaged as a plugin). Use when creating plugins, organizing multiple related skills, building skill families, packaging tools together, or when user mentions "plugin", "multiple skills", "related skills", "skill group", "skill family", "organize skills", "cross-reference", "package skills", "shared agents". ALWAYS consider this pattern when someone asks to "create a skill" - they often need a skill GROUP packaged as a plugin.
Generate Claude Skills using Cortex Architecture pattern. Factors skills into Orchestrator (manifest), Protocols (logic), and Standards (presentation) for attention isolation and modularity. Use when creating new Claude Skills or refactoring monolithic skill.md files.
Use when integrating LLMs (OpenAI, Qwen, Claude), extracting structured data from text, building prompts, parsing AI responses, handling JSON output, or implementing multi-step AI workflows
Audit and improve Claude Code configuration. Use when user asks to 'check settings', 'audit config', 'fix settings', 'update claude config', or mentions settings.json issues.
Create event-driven hooks for Claude Code plugins (PreToolUse, PostToolUse, Stop, SessionStart, etc.). WHEN: MUST use when creating Claude Code hooks. Invoke with "/claude-hook-development" or "create a hook", "new PreToolUse hook", "write PostToolUse handler". WHEN NOT: Creating agents (use claude-agent-creator), writing hookify rules (use claude-hookify-rules).
This skill should be used when the user asks "should I use multi-agent", "MAS vs single agent", "when to use multiple agents", "do I need multi-agent", "single agent or multi-agent", "simplicity test", "agent necessary", "could this be a script", or is deciding whether a task requires multiple agents. Provides evidence-based decision criteria including simplicity testing.
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
Transformer architecture fundamentals. Covers self-attention mechanism, multi-head attention, feed-forward networks, layer normalization, and residual connections. Essential concepts for understanding LLMs.
Expert in load balancing and dynamic task allocation for multi-agent systems. Specializes in optimal routing based on agent capability, availability, and cost (Token Economics).
Update an existing skill based on troubleshooting or improvements discovered during usage. Use when user asks to "update a skill", "improve the skill", "fix the skill instructions", or after resolving issues with a skill execution.
Expert guidance for creating effective Claude Code agents (subagents). Use when users want to create a new agent, update an existing agent, or learn agent design best practices. Covers agent architecture, prompt engineering, tool selection, model choice, and common pitfalls. Integrates with skill-creator when agent needs accompanying skills.
Creates and configures Streamable HTTP Model Context Protocol (MCP) server connections for OpenAI Agents SDK
Expert guidance for building AI agents with Agno framework, including multi-agent systems, reasoning agents, tools integration, memory, knowledge, and production deployment
Coordinate all subagents in the Physical AI & Humanoid Robotics textbook project. Assign tasks, validate outputs, and track progress to determine eligibility for extra points and reusable intelligence.
TOON format knowledge and usage patterns for agent communication and memory persistence in plan-marshall marketplace
Unified router for reasoning, research, and analysis tasks. Consolidates reasoning-router + research-router + analysis-router.