timeline-markdown-notes

# Timeline Markdown Notes Parser Use when Markdown or plain text notes are provided for timeline consolidation. ## Input Contract - Directory `input/notes/` with `.md`/`.txt` files containing timestamped entries, log-style notes, lists, or tables. ## Output - Write `output/md_notes_entries.json` with normalized entries (timestamp, source, operator, action, details, raw_timestamp). ## Workflow 1. Detect timestamp patterns (ISO 8601, MM/DD/YYYY, DD/MM/YYYY, HH:MM:SS) across text and list entries. 2. Use filename-derived date/operator context when time-only entries appear. 3. Normalize UTC timestamps and assign `operator` from filename patterns (`operator1-notes`, etc.). 4. Treat lists/tables as multi-entry sequences and map bullet text to `action`/`details`. 5. Flag ambiguous entries for manual review and record `raw_timestamp`. ## Notes - Prefer strict patterns but allow friendly heuristics (headers like `## 2024-01-15 Morning Session`). - Provide fallback steps for entries missing time but containing keywords such as `recon`, `auth`, `exploit`.