scientific-slides
Scientific presentations for conferences, seminars, thesis defenses, and grant pitches. Slide design, talk structure, timing, data viz for slides, QA. PowerPoint and LaTeX Beamer. For posters use latex-research-posters.
Install / Use
npx skills add jaechang-hits/SciAgent-Skills --skill scientific-slidesInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Education & ResearchSupported Platforms
Our assessment of scientific-slides
scientific-slides scores 89/100 on our quality scale, 186th of 437 Education & Research skills we index (top 43%).
Its SKILL.md is 14 KB long, well organised into 29 sections with 2 code examples: a thorough specification that gives an agent plenty to work with.
It has 367 GitHub stars, a meaningful sign that others use it.
Maintenance, license and trust
- The repository was last updated 37 days ago, so scientific-slides is actively maintained.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 88/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.
Automated pattern scan on 2026-10-05. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
scientific-slides compared with similar skills
All 4 of these similar skills score higher than scientific-slides; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| scientific-slides (this skill)by jaechang-hits | 89 | 367 | 37d ago | SKILL.md |
| last30days-skillby mvanhorn | 100 | 63.5k | today | CLAUDE.md |
| algorithmic-artby anthropics | 100 | 177.9k | 12d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 12d ago | SKILL.md |
| designby nextlevelbuilder | 100 | 130.2k | 13d ago | SKILL.md |
Frequently asked questions
- How do I install scientific-slides?
- Run
npx skills add jaechang-hits/SciAgent-Skills --skill scientific-slides. The install tabs above show the steps for each supported agent. - Which AI agents does scientific-slides work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is scientific-slides safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It declares no license and scores 88/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is scientific-slides still maintained?
- The repository was last updated 37 days ago, so scientific-slides is actively maintained.
Skill content
View source on GitHubname: scientific-slides description: "Scientific presentations for conferences, seminars, thesis defenses, and grant pitches. Slide design, talk structure, timing, data viz for slides, QA. PowerPoint and LaTeX Beamer. For posters use latex-research-posters." license: CC-BY-4.0
Scientific Slides — Presentation Design and Delivery
Overview
Scientific presentations are a critical medium for communicating research at conferences, seminars, defenses, and professional talks. This knowhow covers end-to-end presentation development: structure and content planning, visual design principles, data visualization adaptation, timing and pacing, and quality assurance across PowerPoint and LaTeX Beamer formats.
Key Concepts
1. Talk Types and Their Requirements
| Talk Type | Duration | Slides | Focus | Key Finding Count | |-----------|----------|--------|-------|-------------------| | Conference talk | 10–20 min | 12–20 | 1–2 key findings | 1–2 | | Academic seminar | 45–60 min | 40–60 | Comprehensive coverage | 3–6 | | Thesis defense | 45–60 min | 45–65 | Full dissertation | All studies | | Grant pitch | 10–20 min | 12–18 | Significance + feasibility | Preliminary data | | Journal club | 20–45 min | 20–40 | Critical analysis | Paper's findings |
2. Visual Design Principles
Visual-first approach: Start with visuals (figures, diagrams, images), then add text as support. Target 60–70% visual content, 30–40% text. Every slide should have a strong visual element.
Typography:
- Title: 36–44 pt, bold, sans-serif (Arial, Calibri, Helvetica)
- Body: 24–28 pt (not just 18 pt minimum — aim higher for readability)
- Captions/annotations: 18–20 pt
- Maximum 2–3 font families
Color:
- Select a modern palette matching your topic (biotech = vibrant, physics = sleek darks, health = warm tones)
- 3–5 colors total with high contrast (7:1 preferred)
- Color-blind safe (avoid red-green combinations)
- Do NOT use default PowerPoint/Beamer themes without customization
Layout:
- One main idea per slide
- 40–50% white space
- Vary layouts: full-figure, two-column (text + figure), visual overlay (not all bullet lists)
- Asymmetric compositions (more engaging than centered)
- Rule of thirds for focal points
3. Data Visualization for Slides
Key differences from journal figures:
- Simplify: fewer panels per slide, split complex figures across slides
- Enlarge: 18–24 pt minimum for labels (larger than journal standard)
- Direct label: put labels on the data, not in legends
- Emphasize: use color and size to highlight key findings
- Progressive disclosure: reveal data incrementally for complex figures
| Chart Type | Best For | Slide Adaptation | |-----------|----------|-----------------| | Bar chart | Category comparison | Max 6–8 bars, large labels | | Line graph | Trends over time | Bold lines, 2–3 series max | | Scatter plot | Correlations | Large points, trend line | | Heatmap | Matrix patterns | High contrast, annotate key cells | | Flowchart | Methodology | Build step-by-step with animations |
4. Universal Story Arc
Every scientific talk follows this narrative structure:
- Hook — grab attention (30–60 seconds)
- Context — establish importance (5–10% of talk)
- Problem/Gap — identify what's unknown (5–10%)
- Approach — explain your solution (15–25%)
- Results — present key findings (40–50%)
- Implications — discuss meaning (15–20%)
- Closure — memorable conclusion (1–2 minutes)
Decision Framework
Implementation Tool Selection
Start: What is your priority?
├── Mathematical content, equations, version control?
│ └── YES → LaTeX Beamer (see assets/beamer templates)
├── Editable slides, company templates, animations?
│ └── YES → PowerPoint (programmatic or template-based)
├── Fast creation, non-technical audience, visual impact?
│ └── YES → PowerPoint or image-based PDF
└── Not sure
└── PowerPoint (most flexible default)
Slide Count Decision Table
| Duration | Simple Topic | Average | Complex Topic | |----------|-------------|---------|---------------| | 5 min | 5–6 | 6–8 | 5–7 | | 10 min | 10–12 | 12–14 | 10–12 | | 15 min | 14–16 | 16–18 | 14–16 | | 30 min | 25–30 | 30–35 | 25–30 | | 45 min | 38–45 | 45–50 | 38–45 | | 60 min | 50–55 | 55–65 | 50–60 |
General rule: ~1 slide per minute. Complex slides (results, methodology) may take 2–3 minutes; simple slides (transitions, section dividers) take 15–30 seconds.
Time Allocation
| Section | % of Time | 15-min Talk | 45-min Talk | |---------|-----------|------------|------------| | Introduction | 15–20% | 2–3 min | 7–9 min | | Methods | 15–20% | 2–3 min | 7–9 min | | Results | 40–50% | 6–7 min | 18–22 min | | Discussion | 15–20% | 2–3 min | 7–9 min | | Conclusion | 5% | 45 sec | 2 min |
Best Practices
-
MANDATORY: Every slide must have a strong visual element — figure, chart, diagram, image, or icon. Text-only bullet list slides fail to communicate science effectively. Target minimum 2 visual elements per content slide.
-
MANDATORY: Practice with a timer at least 3 times before presenting. Set timing checkpoints: for a 15-minute talk, check at 3–4 min (finishing intro), 7–8 min (midway through results), 12–13 min (starting conclusions).
-
Use minimal text as visual support. 3–4 bullets per slide, 4–6 words per bullet. Text is the supporting role; visuals are the stars. Never put full paragraphs on slides.
-
Include proper citations. Cite 3–5 papers in the introduction (establishing context) and 3–5 in the discussion (comparison). Use author-year format (Smith et al., 2023) for readability.
-
Design section dividers with visual breaks. Insert visually distinctive slides between major sections (intro → methods → results → conclusion). These help the audience reset and follow the narrative.
-
Anti-pattern — using default templates without customization. Default PowerPoint/Beamer themes signal "minimal effort." Choose a modern color palette, customize fonts, and add visual personality matching your topic.
-
Simplify journal figures for slides. Increase all labels to 18–24 pt, remove non-essential panels, use direct labeling instead of legends, emphasize the key finding with color or annotation.
-
Anti-pattern — cramming full paper content into slides. A 15-minute talk should cover 1–2 key findings, not the entire paper. Leave details for the written paper and prepare backup slides for Q&A.
-
Prepare backup slides. Put additional data, detailed methods, alternative analyses after the "Thank You" slide. Reference them during Q&A without disrupting the main talk flow.
-
Never skip conclusions. If running behind, cut earlier content (skip a results slide or compress methods). The conclusion is the audience's take-away message — skipping it wastes the entire talk.
Common Pitfalls
-
Text-heavy, visual-poor slides. Walls of text, no images or graphics, bullet points as the only content. How to avoid: Start slide creation with visuals first (which figure/diagram?), then add minimal text as support.
-
Font sizes too small (under 24pt body text). Back-row audience can't read, slides look cramped. How to avoid: Set body text to 24–28 pt, titles to 36–44 pt. Test by viewing slides at 50% zoom — if you can't read it, the audience can't either.
-
Too many findings for the time slot. Trying to present 5 findings in a 15-minute talk rushes everything. How to avoid: Conference talks = 1–2 findings. Seminars = 3–5. Choose ruthlessly.
-
Missing research context (no citations). Claims without supporting literature undermine credibility. How to avoid: Search literature before creating slides. Cite 3–5 papers in intro and 3–5 in discussion.
-
Inconsistent formatting across slides. Different fonts, colors, and layouts from slide to slide look unprofessional. How to avoid: Use master slides/templates. Define your color palette, fonts, and layout grid before starting content.
-
Low contrast text on background. Light gray text on white, or colored text on busy images. How to avoid: Ensure text-background contrast ratio ≥ 7:1. Use solid color overlays on image backgrounds.
-
Not practicing with timer. First run-through is during the actual presentation, causing time overruns. How to avoid: Practice minimum 3 times. Mark timing checkpoints on your notes.
-
Skipping conclusions when running over time. Rushing through or omitting the take-away message. How to avoid: Cut earlier content (a results slide) rather than the conclusion. Prepare a "Plan B" with marked skip-able slides.
Workflow
Stage 1: Planning
- Define context: talk type (conference/seminar/defense), duration, audience (specialist/general/mixed), venue (room size, virtual/in-person)
- Develop content outline: identify 1–3 core messages, select 3–6 key figures, allocate time per section
- Search literature: find 8–15 relevant papers for citations (3–5 for introduction context, 3–5 for discussion comparison)
- Choose implementation tool: PowerPoint (editable, animations, company templates) vs. LaTeX Beamer (equations, version control, mathematical content)
- Plan slide-by-slide: title, key points, visual element for each slide
Stage 2: Design and Creation
- Start from template (see Companion Assets for Beamer; use master slides for PowerPoint)
- Select modern color palette: match your topic — 3–5 colors with high contrast
- Configure typography: sans-serif, 24–28 pt body, 36–44 pt titles
- Create varied layouts: mix full-figure slides, two-column (text + figure), visual overlays
- Add section dividers: visually distinctive slides between major sections
Stage 3: Content Development
- Visual backbone first: place all figures, charts, diagrams, images before adding text
- Generate figures: create presentation-appropriate plots using matplotlib, plotly, or seaborn — larger fonts (18–24 pt labels), fewer panels, direct labeling, high contrast
- Add minimal text: bullet points complement visuals, don't replace them
- Include citations: author-year format on relevant slides (small text, bottom or near data)
- Add transitions: control information flow with builds for complex slides
- Prepare presentation aids: for physical presentations, bring backup copies, adapters, handouts
Stage 4: Validation and Refinement
- Visual inspection: check each slide for text overflow, element overlap, font sizes, contrast
- Readability test: view at 50% zoom — everything should still be readable
- Content review: verify narrative flow, one idea per slide, consistent formatting
- Peer review: ask colleague for 30-second test (can they identify the main message?)
- Compilation check (Beamer): verify no LaTeX warnings, all figures render correctly
Stage 5: Practice and Delivery
- Practice 3–5 times with timer: run 1 (rough), run 2 (smooth transitions), run 3 (exact timing), run 4+ (polish)
- Set timing checkpoints: mark 3–4 points on notes (e.g., "should be here by 4 min")
- Practice transitions: connecting phrases between sections
- Prepare for Q&A: anticipate questions, prepare backup slides with additional data
- Final checks: multiple copies (laptop, cloud, USB), test on presentation computer, backup PDF
Protocol Guidelines
LaTeX Beamer Compilation
# Basic compilation
pdflatex presentation.tex
# With bibliography
pdflatex presentation.tex && bibtex presentation && pdflatex presentation.tex && pdflatex presentation.tex
# Better font support
lualatex presentation.tex
PowerPoint Quality Control
- Export to PDF and review at 100% zoom
- Check all slides in Slide Sorter view for consistency
- Test animations and builds in Slideshow mode
- Verify file size (< 50 MB for email; compress images if n
Truncated for display — read the full file on GitHub.
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
