Claude Skills by LoopyLuci

> [!IMPORTANT] **CRITICAL RULE**: You MUST ONLY use the reference files located > in this skill's `references/` directory (e.g., `references/field-manual.md`, > `references/known-issues.md`, `references/agent-registry.md`). Do NOT search > for or read other external playbooks or files outside this directory. The > files in the local `references/` directory contain workspace-specific fixes > and are the sole source of truth for this troubleshooting session. Diagnose issues across the Google Cl...

Manages GenAI tuning jobs in Agent Platform. Use this to list, get, or cancel ongoing model tuning jobs. Don't use for fine-tuning models (use `agent-platform-tuning`), deploying models to endpoints (use `agent-platform-deploy`), or managing serving endpoints (use `agent-platform-endpoint-management`).

**Trigger**: Use when managing Tuning on Google Cloud's Agent Platform — Google Cloud AI and agent infrastructure.

Use when applying agent reasoning patterns best practices.

Use when applying agent reasoning patterns fundamentals.

Use when applying agent reasoning patterns implementation.

Use when applying agent reasoning patterns troubleshooting.

Use when implementing agent reasoning: ReAct, CoT, Plan-Solve.

Use when applying agent routing models best practices.

Use when applying agent routing models fundamentals.

Use when applying agent routing models implementation.

Use when applying agent routing models troubleshooting.

Use when routing tasks between specialized agents.

Use when applying agent safety alignment best practices.

Use when applying agent safety alignment fundamentals.

Use when applying agent safety alignment implementation.

Use when applying agent safety alignment troubleshooting.

Use when implementing safety guardrails for AI agents.

Use when applying agent swarm architectures best practices.

Use when applying agent swarm architectures fundamentals.

Use when applying agent swarm architectures implementation.

Use when applying agent swarm architectures troubleshoot.

Use when designing agent swarm topology and communication.

Use when applying agent task decomposition best practices.

Use when applying agent task decomposition fundamentals.

Use when applying agent task decomposition implementation.

Use when applying agent task decomposition troubleshooting.

Use when decomposing tasks for multi-agent execution.

Use when applying agent tool creation best practices.

Use when applying agent tool creation fundamentals.

Use when applying agent tool creation implementation.

Use when applying agent tool creation troubleshooting.

Use when designing and building tools for AI agents.

Use when applying agentic ai best practices.

Use when applying agentic ai fundamentals.

Use when applying agentic ai implementation.

Use when applying agentic ai troubleshooting.

Use when building custom agentic AI models from scratch.

Use when applying agri climate modeling best practices.

Use when applying agri climate modeling fundamentals.

Use when applying agri climate modeling implementation.

Use when applying agri climate modeling troubleshooting.

Use when applying agricultural data analytics best pract.

Use when applying agricultural data analytics fundamentals.

Use when applying agricultural data analytics implementa.

Use when applying agricultural data analytics troublesho.

Use when applying agricultural drones best practices.

Use when applying agricultural drones fundamentals.

Use when applying agricultural drones implementation.

Use when applying agricultural drones troubleshooting.