From 00207be5f05ad72aab524dd21659543ba5465984 Mon Sep 17 00:00:00 2001 From: michael Date: Mon, 16 Feb 2026 07:59:41 -0600 Subject: [PATCH] Add metadata specifications summary to Channel Tech Specs agent output Instruct Gemini to begin its feedback with a "Specifications checked" line recapping the channel, sub-channel, and proof type metadata so reviewers can confirm the correct specs were applied. Co-Authored-By: Claude Opus 4.6 --- backend/app/agents/channel_tech_specs_agent.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/backend/app/agents/channel_tech_specs_agent.py b/backend/app/agents/channel_tech_specs_agent.py index ca1372d..338d925 100644 --- a/backend/app/agents/channel_tech_specs_agent.py +++ b/backend/app/agents/channel_tech_specs_agent.py @@ -138,6 +138,8 @@ RAG Status Guidelines: If the proof is nonsensical, not a marketing material, or cannot be analyzed, set analysisStatus to 'low_confidence'. **Response Format:** +- Begin the feedback with a single line: "Specifications checked: [Channel] > [Sub-Channel] > [Proof Type]" using the actual metadata values supplied above (omit any that are "Not specified") +- Then provide your analysis findings below - Keep feedback brief and scannable - Use bullet points for each finding - Each bullet should be one actionable sentence