Claude/optimize council analysis cjdyl#183
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amoxuanque wants to merge 16 commits intokarpathy:masterfrom
Open
Claude/optimize council analysis cjdyl#183amoxuanque wants to merge 16 commits intokarpathy:masterfrom
amoxuanque wants to merge 16 commits intokarpathy:masterfrom
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…tter Stage 3 synthesis - openrouter.py: Replace per-request httpx client with shared client pool (max 20 connections, 10 keepalive) to reduce TCP overhead; add close_client() for clean shutdown via FastAPI lifespan - council.py: Fix calculate_aggregate_rankings to reuse already-parsed parsed_ranking instead of re-parsing ranking text redundantly - council.py: Pass aggregate_rankings to stage3_synthesize_final so the chairman's prompt includes peer consensus rankings (avg position per model), enabling more informed synthesis of the final answer - main.py: In non-streaming endpoint, run generate_conversation_title in parallel with run_full_council via asyncio.create_task (first message only), eliminating sequential blocking on title generation - main.py: Thread aggregate_rankings through streaming endpoint Stage 3 call; register lifespan handler to close shared httpx client on shutdown https://claude.ai/code/session_01PKj84yz4jrbL42qkwEkWLP
Replace all hardcoded English strings in frontend components with Chinese: - ChatInterface: welcome/empty state, message labels (你/LLM 议会), stage loading indicators, placeholder, send button - Stage1: section title - Stage2: section title, raw evaluations header, description, extracted ranking label, aggregate rankings (综合排名/均分/票) - Stage3: section title, chairman label - Sidebar: app title, new conversation button, empty state, message count https://claude.ai/code/session_01PKj84yz4jrbL42qkwEkWLP
- zbpack.json (root): backend build/start commands for Python/uv service - frontend/zbpack.json: frontend build config with Vite output dir - backend/main.py: read PORT from environment variable (Zeabur injects PORT automatically), fallback to 8001 for local development https://claude.ai/code/session_01PKj84yz4jrbL42qkwEkWLP
Both evaluation prompts are now in Chinese so models respond in Chinese. FINAL RANKING format kept in English for reliable parsing. https://claude.ai/code/session_01PKj84yz4jrbL42qkwEkWLP
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