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Get Started Free →florianbruniaux/talk-pipeline
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.
Passed 16 of 22 test cases with the skill, and 6 of 22 without it.
and 15 more in the full report
10 fixed6 passed either way6 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
During Stage 3 concept extraction for slug "resilient-queues" in 2026, both article notes and git repository files are supplied. What additional concept output file is created?
| Checked | Without skill | With skill |
|---|---|---|
| Generates output file talks/{YYYY}-resilient-queues-concepts-enriched.md. | Missed | Passed |
The instructions your model reads when the skill loads.
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)test cases passed, vs 6 / 22 without
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