- name
- timeline-markdown-notes
- description
- Extract timeline entries from Markdown operator notes.
- metadata
- {"author":"GhostWorks"}
# 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`.
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