Orchestrates the complete talk preparation pipeline from raw material to revision sheets, running 6 stages in sequence with human-in-the-loop checkpoints for REX or Concept mode talks. Use when starting a new talk pipeline, resuming a pipeline from a specific stage, or running the full end-to-end preparation workflow.
Orchestrates the complete talk preparation pipeline — from raw material to revision sheets. Can run the full pipeline or a single isolated stage.
--rex: REX talk with git/code proof (changelog, commits, measured metrics)--concept: Conceptual talk from article, ideas, notes (skips Stage 2)/talk-pipeline # full pipeline, asks for context
/talk-pipeline --stage=extract # run a single isolated stage
/talk-pipeline --rex # REX mode (git archaeology included)
/talk-pipeline --concept # Concept mode (skip research)
/talk-pipeline --rex --slug=my-talk --event="Conf 2026" --date=2026-06-15 --duration=30
Ask with AskUserQuestion if not provided:
- slug : kebab-case identifier (e.g., my-talk-topic)
- event : event name (e.g., Conf 2026, Tech Meetup)
- date : talk date (YYYY-MM-DD)
- duration : duration in minutes (e.g., 30)
- audience : audience profile (e.g., senior devs, tech leads, non-tech)
- type : --rex or --concept
- source_path : path to source material (article .mdx, transcript .md, notes)
- repo_path : (REX only) path to git repository for archaeology
--rex vs --concept (skip Stage 2 if concept)/talk-stage1-extract — always first/talk-stage5-script with validated choice/talk-stage6-revision extract (Stage 1)
|
┌──────────┼──────────┐
v v v
research concepts position
(Stage 2) (Stage 3) (Stage 4)
[--rex only] [CHECKPOINT]
| | |
└──────────┼──────────┘
v
script (Stage 5)
|
v
revision (Stage 6)
If --stage is provided, run only the corresponding skill:
| Stage | Skill to invoke |
|---|---|
| extract | /talk-stage1-extract |
| research | /talk-stage2-research |
| concepts | /talk-stage3-concepts |
| position | /talk-stage4-position |
| script | /talk-stage5-script |
| revision | /talk-stage6-revision |
talks/{YYYY}-{slug}-summary.md # extract
talks/{YYYY}-{slug}-git-archaeology.md # research
talks/{YYYY}-{slug}-changelog-analysis.md
talks/{YYYY}-{slug}-timeline.md
talks/{YYYY}-{slug}-concepts.md # concepts
talks/{YYYY}-{slug}-concepts-enriched.md
talks/{YYYY}-{slug}-angles.md # position
talks/{YYYY}-{slug}-titre.md
talks/{YYYY}-{slug}-descriptions.md
talks/{YYYY}-{slug}-feedback-draft.md
talks/{YYYY}-{slug}-pitch.md # script
talks/{YYYY}-{slug}-slides.md
talks/{YYYY}-{slug}-kimi-prompt.md
talks/{YYYY}-{slug}-revision-sheets.md # revision
After Stage 6 completes, display:
Pipeline complete. Files generated:
Stage 1 — Extract:
✓ talks/{YYYY}-{slug}-summary.md
Stage 2 — Research (REX only):
✓ talks/{YYYY}-{slug}-git-archaeology.md
✓ talks/{YYYY}-{slug}-changelog-analysis.md
✓ talks/{YYYY}-{slug}-timeline.md
Stage 3 — Concepts:
✓ talks/{YYYY}-{slug}-concepts.md
✓ talks/{YYYY}-{slug}-concepts-enriched.md (if repo available)
Stage 4 — Position:
✓ talks/{YYYY}-{slug}-angles.md
✓ talks/{YYYY}-{slug}-titre.md
✓ talks/{YYYY}-{slug}-descriptions.md
✓ talks/{YYYY}-{slug}-feedback-draft.md
Stage 5 — Script:
✓ talks/{YYYY}-{slug}-pitch.md
✓ talks/{YYYY}-{slug}-slides.md
✓ talks/{YYYY}-{slug}-kimi-prompt.md ← copy-paste into kimi.com
Stage 6 — Revision:
✓ talks/{YYYY}-{slug}-revision-sheets.md
Next step: open kimi-prompt.md, verify no {PLACEHOLDER} remains, paste into kimi.com.
--concept modetalks/{YYYY}-{slug}-{stage}.md--stage=X flag is useful for rerunning a single stage without redoing the full pipeline