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refactor(agents): describe the LLM outputs in the response schemas in… - #321
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irumvanselme
added this pull request to stack #319
October 5, 2026 08:49
…stead of the prompts The response schema of the structured output now carries the description of every output field (Field(description=...)), so the prompts no longer repeat JSON-format instructions: - move the output field descriptions of every agent, tool and evaluator from the prompts to their response models - rename get_json_response_instructions to get_response_instructions - type the data extraction references, as an untyped object makes the Gemini 3.x models return null fields - prompt tweaks: router keyword routing, transition decision when the user volunteers duties, CV extraction keeps names in their original script - career readiness: describe the topic_status record fields in the schema, and use the base response model in support mode so that an empty topic_status is accepted
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musayann
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…stead of the prompts
The response schema of the structured output now carries the description of every output field (Field(description=...)), so the prompts no longer repeat JSON-format instructions:
Fixes