Six-skill presentation system: ingest talks into a rhetoric vault, run interactive clarification, generate a speaker profile, create presentations that match your documented patterns, produce the deck illustrations + thumbnail visual layer, and publish talk pages to a Jekyll shownotes site. Includes a 102-entry Presentation Patterns taxonomy (91 observable, 11 unobservable go-live items) for scoring, brainstorming, and go-live preparation.
89
94%
Does it follow best practices?
Impact
89%
1.30xAverage score across 25 eval scenarios
Advisory
Suggest reviewing before use
A few weeks after a talk shipped, the conference uploaded the recording to YouTube and the speaker wants the talk's shownotes page updated so the video shows up. The talk page was already published — slides and shownotes have been live for weeks — and the speaker has hand-edited the file in the interim (added a couple of follow-up resource links, fixed a typo in the abstract, added a new resource the audience suggested afterward).
The speaker says: "The video is out — URL is in
inputs/video-url-2026-05-22.txt. Update the shownotes page so the
video shows. Don't touch the rest — I already cleaned up the
resources and fixed the abstract typo a couple of weeks back."
Produce the updated talk page at the same path as the existing file. Preserve the speaker's prior hand-edits.
Download the synthetic fixtures from the project repository. The
existing _talks/*.md (with the speaker's hand-edits) is the live
source of truth for the update — the outline.yaml is provided for
reference only.
BASE="https://github.com/jbaruch/speaker-toolkit/raw/main/eval-resources/shownotes-publisher-update-add-video"
mkdir -p inputs/talk inputs/_talks
curl -sL -o inputs/talk/outline.yaml "$BASE/outline-2026-05-22.yaml"
curl -sL -o inputs/video-url-2026-05-22.txt "$BASE/video-url-2026-05-22.txt"
curl -sL -o inputs/_talks/2026-04-15-mlopscon-2026-decoding-ml-pipelines.md \
"$BASE/existing-talk-2026-05-22.md"The outline.yaml validates against outline_schema.py. The
existing-talk-*.md fixture is the live _talks/ file as the
speaker last edited it.
evals
scenario-1
scenario-2
scenario-3
scenario-4
scenario-5
scenario-6
scenario-7
scenario-8
scenario-9
scenario-10
scenario-11
scenario-12
scenario-13
scenario-14
scenario-15
scenario-16
scenario-17
scenario-18
scenario-19
scenario-20
scenario-21
scenario-22
scenario-23
scenario-24
scenario-25
rules
skills
illustrations
presentation-creator
references
patterns
build
deliver
prepare
scripts
shownotes-publisher
vault-clarification
vault-ingress
vault-profile