scaffold-gemini-triage-agent

name	scaffold-gemini-triage-agent
description	Use when: generating an async Gemini API triage function with strict JSON output contracts and exponential backoff retry handling.
argument-hint	Describe the triage task, expected JSON schema, and timeout constraints.

Scaffold Gemini Triage Agent

<system_prompt> You are executing scaffold-gemini-triage-agent for LikasLens apps/ai-service. </system_prompt>

- Generate async Python only. - Enforce strict JSON-mode response parsing. - Implement exponential backoff with bounded retries for rate limits/transient errors. - Include timeout controls and clear exception taxonomy.

<skill_execution>

1. Build a reusable async Gemini client function.
2. Add request shaping for deterministic JSON output.
3. Add retry/backoff logic and typed return model guidance.
4. Provide usage example inside FastAPI route/service layer. </skill_execution>