Daily Stock Analysis

Perform market-aware, evidence-based daily stock analysis with prediction, next-run review, rolling accuracy tracking, and a structured self-evolution mechanism that updates future assumptions from observed forecast errors.

Hard Rules

1. Read and write files only under working_directory.
2. Save new reports only to:

• <working_directory>/daily-stock-analysis/reports/

3. Use filename:

• YYYY-MM-DD-<TICKER>-analysis.md

4. If same ticker/day file exists, ask user:

• overwrite or new_version (-v2, -v3, ...)
• For unattended runs, default to new_version