القائمة
implementation patterns for Gemini agents. Use this for coding ReAct loops, defining tools in Python, and using frameworks like LangChain/LangGraph.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
framework for implementing "Contract-Adhering Agents." Use this to define precise task specifications, deliverables, and negotiation loops to reduce ambiguity in complex workflows.
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.
standardized protocols for agent collaboration. Use this to implement the Agent2Agent (A2A) protocol and Agent Cards to transform isolated agents into a collaborative ecosystem.
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-development |
| description | implementation patterns for Gemini agents. Use this for coding ReAct loops, defining tools in Python, and using frameworks like LangChain/LangGraph. |
Implement robust agent loops and tool definitions using Python and standard agent frameworks.
To allow the model to use a tool, you must define its schema (signature) clearly.
Python Example (Google GenAI SDK):
def display_cities(cities: list[str], preferences: str = None):
"""Provides a list of cities based on user preferences."""
return cities
# Define the tool config
tool_config = types.ToolConfig(
function_calling_config=types.FunctionCallingConfig(mode='ANY')
)
# Send to model
response = client.models.generate_content(
model="gemini-2.0-flash-001",
contents="I want a ski trip...",
tools=[display_cities],
tool_config=tool_config
)