Orchestrators sequence multiple workflows into coherent skill-building modules.
Orchestrators follow the Tools → Skills → Artifacts progression:
01-Environment ──► 02-Bibliography ──► 03-Literature ──► 04-Notebook ──► 05-MyST ──► 06-Contribution
Setup Capture Discovery Editing Assembly
(Tools) (Tools/Skills) (Skills) (Skills) (Skills) (Artifacts)
| # | Orchestrator | Phase | Time | Description |
|---|---|---|---|---|
| 01 | Environment Setup | Tools | ~15 min | Git, Cursor, environment, open notebook |
| 02 | Bibliography Capture | Tools/Skills | ~20 min | PaperPile setup, BibTeX export |
| 03 | Literature Discovery | Skills | ~15 min | LitMaps, find citing papers |
| 04 | Notebook Editing | Skills | ~10 min | Add coauthor to notebook |
| 05 | MyST Assembly | Skills | ~45 min | Four-notebook assembly with TOC and bibliography |
| 06 | Contribution | Artifacts | ~15 min | Fork, commit, create PR |
A class might cover 2-3 orchestrators:
Class 03: Orchestrators 01-03 (Environment, Bibliography, Literature Discovery) Class 04: Orchestrator 05 (MyST Assembly) — four-notebook structure introduced and started
The original monolithic orchestrator is preserved for reference:
This has been split into the modular orchestrators above for better pacing.