菜单
standardized protocols for agent collaboration. Use this to implement the Agent2Agent (A2A) protocol and Agent Cards to transform isolated agents into a collaborative ecosystem.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
framework for implementing "Contract-Adhering Agents." Use this to define precise task specifications, deliverables, and negotiation loops to reduce ambiguity in complex workflows.
implementation patterns for Gemini agents. Use this for coding ReAct loops, defining tools in Python, and using frameworks like LangChain/LangGraph.
methodologies for assessing agent capabilities, tool-use trajectories, and final response quality. Use this to implement automated testing and human-in-the-loop validation for agents.
strategies for agent observability (logging, tracing, metrics). Use this to instrument agents for debugging, performance tracking, and quality assurance.
operationalization strategies for agents (AgentOps). Use this to manage internal/external tools, optimize agent "brain" prompts, and handle task decomposition.
operational strategy for continuous agent improvement. Use this to implement the "Flywheel" lifecycle: Define Quality, Instrument, Evaluate, and Architect Feedback Loops.
| name | agent-interoperability-a2a |
| description | standardized protocols for agent collaboration. Use this to implement the Agent2Agent (A2A) protocol and Agent Cards to transform isolated agents into a collaborative ecosystem. |
Transform isolated, specialized agents into an interoperable ecosystem where any agent can leverage another's capabilities to achieve complex, high-level goals.
Standardization is built on two complementary protocols operating at different levels of abstraction:
Agents identify themselves using a standardized JSON specification called an Agent Card. It must describe:
Enabling autonomous collaboration requires distributed tracing where every request carries a unique trace ID. This is non-negotiable for debugging and maintaining a coherent audit trail across multiple, opaque systems.
A2A interactions are inherently stateful. You must implement a sophisticated persistence layer to track progress across multi-agent turns and ensure transactional integrity.
