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magnus919_agent-skills/agent-evals-and-observability/references/framework-routing.md
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# Framework Routing
Use this skill for methodology, evidence, data governance, comparison, and privacy regardless of framework.
| Need | Route |
|---|---|
| PydanticAI test models, Pydantic Evals, or framework traces | [pydanticai](../../pydanticai/SKILL.md), especially `references/testing-evals.md` |
| LangGraph state, routing, checkpointers, or LangGraph implementation | [langgraph](../../langgraph/SKILL.md), especially `references/evals.md` |
| A general defect discovered by an eval | [systematic-debugging](../../systematic-debugging/SKILL.md) |
| General completion evidence | [verification-methodology](../../verification-methodology/SKILL.md) |
| Preventive AI, authorization, or data-boundary controls | [secure-software-engineering](../../secure-software-engineering/SKILL.md) |
Do not require an SDK, hosted evaluator, or tracing backend. Translate framework events into the task and trajectory contracts before comparing implementations.