Four-skill presentation system: ingest talks into a rhetoric vault, run interactive clarification, generate a speaker profile, then create new presentations that match your documented patterns. Includes an 88-entry Presentation Patterns taxonomy for scoring, brainstorming, and go-live preparation.
96
93%
Does it follow best practices?
Impact
97%
1.21xAverage score across 30 eval scenarios
Advisory
Suggest reviewing before use
{
"context": "Tests the thumbnail iteration rules: when speaker gives revision feedback, the agent modifies specific prompt components rather than regenerating from scratch. Also tests slide image resolution chain (existing illustration preferred), face preservation strengthening, and generate-thumbnail.py argument changes.",
"type": "weighted_checklist",
"checklist": [
{
"name": "Iterate not restart strategy",
"description": "The revision-plan.md explicitly describes iterating on specific components (style, position, face preservation) rather than starting from scratch. The plan mentions that iterative refinement produces better results than cold restarts",
"max_score": 15
},
{
"name": "Style changed to split_panel",
"description": "The revised generate-thumbnail.py command uses --style split_panel, overriding both the profile preference (overlay) and the first run value, matching the speaker's explicit request",
"max_score": 10
},
{
"name": "Title position changed to top",
"description": "The revised command uses --title-position top, matching the speaker's request to move text to the top. This overrides the profile's bottom preference",
"max_score": 10
},
{
"name": "Title text unchanged",
"description": "The --title argument remains 'JUDGMENT DAY' (or equivalent), not changed. The speaker said 'keep the same title text'",
"max_score": 5
},
{
"name": "Slide image unchanged",
"description": "The --slide-image still references slide 10's illustration. The speaker said 'keep the same slide'",
"max_score": 5
},
{
"name": "Face preservation strengthened",
"description": "The plan addresses the face idealization feedback by mentioning stronger face preservation — either referencing the 'Maintain exact facial features' requirement or proposing to add emphasis to the preservation language in the prompt",
"max_score": 15
},
{
"name": "generate-thumbnail.py used",
"description": "The revised command uses generate-thumbnail.py, not hand-rolled Gemini calls or PIL composition",
"max_score": 10
},
{
"name": "Slide image from illustrations directory",
"description": "The plan uses the existing illustration file (illustrations/slide-10.png) as the slide image source, following the resolution chain that prefers existing illustrations over PPTX extraction",
"max_score": 10
},
{
"name": "Original vs revised comparison",
"description": "The original-vs-revised.md clearly shows which arguments changed (style, title-position) and which stayed the same (slide-image, speaker-photo, title, brand-colors), making the iterative approach visible",
"max_score": 10
},
{
"name": "Speaker photo path unchanged",
"description": "The --speaker-photo argument still uses the profile path (/Users/jbaruch/photos/devnexus-headshot.jpg), not changed for the revision",
"max_score": 10
}
]
}evals
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rules
skills
presentation-creator
references
patterns
build
deliver
prepare
scripts
vault-clarification
vault-ingress
vault-profile