MQL5-Google-Onedrive/docs/market_research_report.md

# Market Research Report

Generated: 2026-01-27 00:57:16

## Analysis Failed

No AI providers were available or both failed.
Setup Market Research Scheduler (Scandal) - Added `scripts/market_research.py` to analyze market data using Gemini. - Added `scripts/upgrade_repo.py` to suggest code upgrades based on research. - Added `scripts/schedule_research.py` to orchestrate periodic research. - Updated `config/startup_config.json` to include the scheduler. - Added `schedule` and `google-generativeai` to `requirements.txt`. 2026-01-22 19:36:23 +00:00			`# Market Research Report`

Verify and cleanup market research bulk fetch optimization - Verified that `scripts/market_research.py` uses `yf.download` for bulk data fetching. - Benchmarked performance: ~70% improvement over sequential fetch (0.93s -> 0.27s). - Removed unused imports and variables in `scripts/market_research.py`. - Removed temporary benchmark scripts. Co-authored-by: Mouy-leng <199350297+Mouy-leng@users.noreply.github.com> 2026-01-27 01:00:00 +00:00			`Generated: 2026-01-27 00:57:16`
Setup Market Research Scheduler (Scandal) - Added `scripts/market_research.py` to analyze market data using Gemini. - Added `scripts/upgrade_repo.py` to suggest code upgrades based on research. - Added `scripts/schedule_research.py` to orchestrate periodic research. - Updated `config/startup_config.json` to include the scheduler. - Added `schedule` and `google-generativeai` to `requirements.txt`. 2026-01-22 19:36:23 +00:00
feat: Setup automated market research and upgrades with Gemini and Jules - Added `yfinance` to fetch real market data. - Enhanced `scripts/market_research.py` to use `yfinance` and support Jules AI. - Enhanced `scripts/upgrade_repo.py` to support Jules AI for code suggestions. - Updated `scripts/schedule_research.py` to load environment variables. - Created `scripts/setup_research.sh` to automate setup. - Updated `requirements.txt` and `README.md`. 2026-01-23 19:50:48 +00:00			`## Analysis Failed`
Setup Market Research Scheduler (Scandal) - Added `scripts/market_research.py` to analyze market data using Gemini. - Added `scripts/upgrade_repo.py` to suggest code upgrades based on research. - Added `scripts/schedule_research.py` to orchestrate periodic research. - Updated `config/startup_config.json` to include the scheduler. - Added `schedule` and `google-generativeai` to `requirements.txt`. 2026-01-22 19:36:23 +00:00
feat: Setup automated market research and upgrades with Gemini and Jules - Added `yfinance` to fetch real market data. - Enhanced `scripts/market_research.py` to use `yfinance` and support Jules AI. - Enhanced `scripts/upgrade_repo.py` to support Jules AI for code suggestions. - Updated `scripts/schedule_research.py` to load environment variables. - Created `scripts/setup_research.sh` to automate setup. - Updated `requirements.txt` and `README.md`. 2026-01-23 19:50:48 +00:00			`No AI providers were available or both failed.`