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TradingAgents/WORK_LOG.md

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Work Log - OpenRouter Model Addition

Date

2026-02-08

Task

Add top 10 OpenRouter models to TradingAgents CLI model selection

Changes Made

1. Modified Files

  • cli/utils.py: Added OpenRouter top 10 models to both shallow and deep thinking agent options
  • tests/test_cli_utils.py: Created comprehensive test suite for CLI utilities

2. New Files

  • tests/init.py: Package initialization
  • tests/test_cli_utils.py: Test coverage for OpenRouter model configuration

3. Model Additions (Top 10 from OpenRouter.ai Rankings)

Added the following models to both SHALLOW_AGENT_OPTIONS and DEEP_AGENT_OPTIONS:

  1. Kimi K2.5 0127 (#1 ranked) - moonshotai/kimi-k2.5-0127
  2. Claude Opus 4.5 - anthropic/claude-4.5-opus-20251124
  3. Claude Sonnet 4.5 - anthropic/claude-4.5-sonnet-20250929
  4. Gemini 3 Flash Preview - google/gemini-3-flash-preview-20251217
  5. Gemini 2.5 Flash - google/gemini-2.5-flash
  6. Gemini 2.5 Flash Lite - google/gemini-2.5-flash-lite
  7. Deepseek V3.2 - deepseek/deepseek-v3.2-20251201
  8. Grok 4.1 Fast - x-ai/grok-4.1-fast
  9. Grok Code Fast 1 - x-ai/grok-code-fast-1
  10. Minimax M2.1 - minimax/minimax-m2.1

Plus preserved existing free models:

  • NVIDIA Nemotron 3 Nano 30B (free) - nvidia/nemotron-3-nano-30b-a3b:free
  • Z.AI GLM 4.5 Air (free) - z-ai/glm-4.5-air:free

4. Refactoring

  • Moved SHALLOW_AGENT_OPTIONS and DEEP_AGENT_OPTIONS from function-local scope to module-level constants
  • This enables better testability and reusability

5. Test Coverage

Created comprehensive tests covering:

  • Model count verification (12+ models)
  • Model format validation (provider/model structure)
  • Top models inclusion check
  • Free model preservation
  • Duplicate detection
  • Cross-list consistency
  • All providers have model entries

Git Workflow

  1. Created branch: feature/add-openrouter-top-models
  2. Committed changes: f35feaf
  3. Pushed to fork: https://github.com/treasuraid/TradingAgents
  4. Created PR: https://github.com/TauricResearch/TradingAgents/pull/340

PR Details

  • Title: feat: Add top 10 OpenRouter models to CLI model selection
  • Branch: feature/add-openrouter-top-models
  • Target: TauricResearch/TradingAgents main

Notes

  • Total files changed: 3
  • Insertions: +285 lines
  • Deletions: -90 lines
  • Backward compatible: Yes
  • All existing free models preserved