TradingAgents/tests
ahmet guzererler 02cbaecf62
feat: Add macro scanner feedback loop and lessons memory (#124)
* feat: add macro scanner feedback loop and lessons memory

- Implements `LessonStore` to persist JSON screening lessons
- Adds `selection_reflector.py` to fetch performance and news, and generate LLM lessons
- Adds `memory_loader.py` to filter negative lessons into `FinancialSituationMemory`
- Integrates a rejection gate in `candidate_prioritizer.py` based on past negative lessons
- Adds `reflect` command to CLI

Co-authored-by: aguzererler <6199053+aguzererler@users.noreply.github.com>

* feat: update macro scanner feedback loop for dual-lesson output (Trend DNA)

- Update `selection_reflector.py` to calculate exact terminal returns, `mfe_pct`, `mae_pct`, and `days_to_peak`.
- Update LLM prompt to generate distinct `screening_advice` and `exit_advice`.
- Update `lesson_store` tests to reflect new schema.
- Update `memory_loader.py` to use `screening_advice` for negative selection filtering.
- Update `micro_summary_agent.py` to inject `exit_advice` into PM context for current holdings.
- Update `cli/main.py` default horizons to `30,90` and print dual-advice columns.

Co-authored-by: aguzererler <6199053+aguzererler@users.noreply.github.com>

* fix: resolve bugs in macro scanner feedback loop

- Address Key mismatch (stock_return_pct vs terminal_return_pct)
- Fix missing persistence of mfe_pct and mae_pct
- Use create_report_store() instead of raw ReportStore() in load_scan_candidates
- Clean up unused imports in fetch_news_summary
- Ensure default horizons match code in cli description
- Create isolated `_local_safe_pct` to remove cross-module dependency

Co-authored-by: aguzererler <6199053+aguzererler@users.noreply.github.com>

* fix: address PR 124 feedback on macro scanner memory feedback loop

- Use `l.get('screening_advice')` gracefully in `memory_loader` to prevent KeyErrors.
- Properly instantiate `selection_memory` inside the graph in `portfolio_setup.py` and pass it to the prioriziation rejection gate.

Co-authored-by: aguzererler <6199053+aguzererler@users.noreply.github.com>

---------

Co-authored-by: google-labs-jules[bot] <161369871+google-labs-jules[bot]@users.noreply.github.com>
Co-authored-by: aguzererler <6199053+aguzererler@users.noreply.github.com>
2026-03-26 23:44:44 +01:00
..
cassettes Add integration and unit tests for scanner routing, TTM analysis, vendor fail-fast, and yfinance data layer 2026-03-19 13:51:57 +01:00
cli fix: update test_stats_handler.py for langchain_core >=1.0 compatibility 2026-03-22 06:58:38 +00:00
e2e refactor(tests): consolidate live-API tests into integration/, move mocked tests to unit/ 2026-03-19 14:24:52 +01:00
integration feat: add launch configuration for FastAPI and Vite; enhance Finviz filter validation tests (#110) 2026-03-25 15:50:49 +01:00
portfolio feat: Add macro scanner feedback loop and lessons memory (#124) 2026-03-26 23:44:44 +01:00
unit feat: PM brain upgrade — macro/micro agents & memory split (#123) 2026-03-26 12:55:24 +01:00
__init__.py Initial plan for portfolio manager phases 2-5 2026-03-20 14:27:37 +00:00
conftest.py fix(tests): complete PR #26 — enforce socket isolation in unit tier and add test suite reference doc (#30) 2026-03-19 17:41:25 +01:00
test_ticker_symbol_handling.py fix: preserve exchange-qualified tickers across agent prompts 2026-03-21 21:10:13 +08:00