Agent skill

Scientific Slides

by jaechang-hits in jaechang-hits/SciAgent-Skills

Scientific presentations for conferences, seminars, thesis defenses, and grant pitches.

CC-BY-4.0Auto-check passedDocuments & Office

Install Scientific Slides

skills CLI
$ npx skills add jaechang-hits/SciAgent-Skills --skill scientific-slides -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jaechang-hits/SciAgent-Skills scientific-slides --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/jaechang-hits/SciAgent-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/scientific-writing/scientific-slides .claude/skills/scientific-slides && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
scientific-slides
GitHub stars
374
Token cost
~3.5k tokens
SKILL.md length
1,653 words
Files
7 (incl. references, assets)
Skills in repo
169
Repo updated
First seen
Licence
CC-BY-4.0

At a glance

Scientific presentations for conferences, seminars, thesis defenses, and grant pitches.

  • Works in 9 steps: Talk Types and Their Requirements → Visual Design Principles → Data Visualization for Slides → …
  • Tasks that involve Slides and decks
  • SKILL.md covers Overview, Key Concepts, Decision Framework and Best Practices, plus 7 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Scientific Slides is an agent skill from jaechang-hits/SciAgent-Skills. 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.

Its SKILL.md is about 3.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including reference files and assets (for example `assets/timing_guidelines.md`, `references/slide_design_guide.md` and `references/talk_types_guide.md`).

It sits in Documents & Office, covering Slides and decks and LaTeX. It works with LaTeX and Microsoft PowerPoint. The repository describes itself as: 197 bioinformatics & life science skills for Claude Code and AI agents — BixBench 92.0% accuracy. RNA-seq, single-cell, drug discovery, proteomics, and more. Powers OmicsHorizon. The licence is CC-BY-4.0.

When your agent uses it

  • Tasks that involve Slides and decks
  • Tasks that involve LaTeX

Example prompts

  • “/scientific-slides”

Workflow steps

9 steps, taken from the step headings in SKILL.md.

  1. Talk Types and Their Requirements
  2. Visual Design Principles
  3. Data Visualization for Slides
  4. Universal Story Arc
  5. Planning
  6. Design and Creation
  7. Content Development
  8. Validation and Refinement
  9. Practice and Delivery

What it can do on your machine

Read from SKILL.md and the folder at commit 82c862c. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • webaim.org
    • color-blindness.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Scientific Slides loads about 3.5k tokens when it runs, and up to ~7.9k if it reads all its reference files. Until then it costs about 59 tokens; SKILL.md has 1,653 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~59
When it runs · the whole SKILL.md, loaded when a task matches
~3.5k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~7.9k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from jaechang-hits/SciAgent-Skills at commit 82c862c, republished under its CC-BY-4.0 licence (© jaechang-hits). 1,653 words, ~3,464 tokens.

Download SKILL.mdSave it as .claude/skills/scientific-slides/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.
name
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 TypeDurationSlidesFocusKey Finding Count
Conference talk10–20 min12–201–2 key findings1–2
Academic seminar45–60 min40–60Comprehensive coverage3–6
Thesis defense45–60 min45–65Full dissertationAll studies
Grant pitch10–20 min12–18Significance + feasibilityPreliminary data
Journal club20–45 min20–40Critical analysisPaper'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 TypeBest ForSlide Adaptation
Bar chartCategory comparisonMax 6–8 bars, large labels
Line graphTrends over timeBold lines, 2–3 series max
Scatter plotCorrelationsLarge points, trend line
HeatmapMatrix patternsHigh contrast, annotate key cells
FlowchartMethodologyBuild step-by-step with animations
4. Universal Story Arc

Every scientific talk follows this narrative structure:

  1. Hook — grab attention (30–60 seconds)
  2. Context — establish importance (5–10% of talk)
  3. Problem/Gap — identify what's unknown (5–10%)
  4. Approach — explain your solution (15–25%)
  5. Results — present key findings (40–50%)
  6. Implications — discuss meaning (15–20%)
  7. 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
DurationSimple TopicAverageComplex Topic
5 min5–66–85–7
10 min10–1212–1410–12
15 min14–1616–1814–16
30 min25–3030–3525–30
45 min38–4545–5038–45
60 min50–5555–6550–60

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 Time15-min Talk45-min Talk
Introduction15–20%2–3 min7–9 min
Methods15–20%2–3 min7–9 min
Results40–50%6–7 min18–22 min
Discussion15–20%2–3 min7–9 min
Conclusion5%45 sec2 min

Best Practices

  1. 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.

  2. 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).

  3. 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.

  4. 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.

  5. 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.

  6. 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.

  7. 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.

  8. 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.

  9. 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.

  10. 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

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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.

  7. 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.

  8. 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.

Show full SKILL.md (586 more words)Show less

Workflow

Stage 1: Planning
  1. Define context: talk type (conference/seminar/defense), duration, audience (specialist/general/mixed), venue (room size, virtual/in-person)
  2. Develop content outline: identify 1–3 core messages, select 3–6 key figures, allocate time per section
  3. Search literature: find 8–15 relevant papers for citations (3–5 for introduction context, 3–5 for discussion comparison)
  4. Choose implementation tool: PowerPoint (editable, animations, company templates) vs. LaTeX Beamer (equations, version control, mathematical content)
  5. Plan slide-by-slide: title, key points, visual element for each slide
Stage 2: Design and Creation
  1. Start from template (see Companion Assets for Beamer; use master slides for PowerPoint)
  2. Select modern color palette: match your topic — 3–5 colors with high contrast
  3. Configure typography: sans-serif, 24–28 pt body, 36–44 pt titles
  4. Create varied layouts: mix full-figure slides, two-column (text + figure), visual overlays
  5. Add section dividers: visually distinctive slides between major sections
Stage 3: Content Development
  1. Visual backbone first: place all figures, charts, diagrams, images before adding text
  2. Generate figures: create presentation-appropriate plots using matplotlib, plotly, or seaborn — larger fonts (18–24 pt labels), fewer panels, direct labeling, high contrast
  3. Add minimal text: bullet points complement visuals, don't replace them
  4. Include citations: author-year format on relevant slides (small text, bottom or near data)
  5. Add transitions: control information flow with builds for complex slides
  6. Prepare presentation aids: for physical presentations, bring backup copies, adapters, handouts
Stage 4: Validation and Refinement
  1. Visual inspection: check each slide for text overflow, element overlap, font sizes, contrast
  2. Readability test: view at 50% zoom — everything should still be readable
  3. Content review: verify narrative flow, one idea per slide, consistent formatting
  4. Peer review: ask colleague for 30-second test (can they identify the main message?)
  5. Compilation check (Beamer): verify no LaTeX warnings, all figures render correctly
Stage 5: Practice and Delivery
  1. Practice 3–5 times with timer: run 1 (rough), run 2 (smooth transitions), run 3 (exact timing), run 4+ (polish)
  2. Set timing checkpoints: mark 3–4 points on notes (e.g., "should be here by 4 min")
  3. Practice transitions: connecting phrases between sections
  4. Prepare for Q&A: anticipate questions, prepare backup slides with additional data
  5. Final checks: multiple copies (laptop, cloud, USB), test on presentation computer, backup PDF

Protocol Guidelines

LaTeX Beamer Compilation
bash
# 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 needed)

Bundled Resources

Detailed reference files in references/:

FileContent
talk_types_guide.mdDetailed structure and strategy for each talk type (conference, seminar, defense, grant pitch, journal club) with example outlines
slide_design_guide.mdExtended design principles: color theory, typography tables, layout patterns, accessibility guidelines, Gestalt principles for visual composition

Further Reading

  • Edward Tufte, The Visual Display of Quantitative Information — foundational principles for data visualization
  • Web AIM Contrast Checker — WCAG compliance for slide readability
  • Jean-Luc Doumont, Trees, Maps, and Theorems — structured scientific communication
  • Coblis Color Blindness Simulator — test slide accessibility
  • matplotlib-scientific-plotting — generate publication-quality figures adapted for slide presentation (larger fonts, simplified panels)
  • plotly-interactive-plots — create interactive figures exportable as static images for slides
  • seaborn-statistical-plots — statistical plots with automatic aggregation for results slides
  • latex-research-posters — poster-specific design guidance; shares typography and color principles with slides

Companion Assets

Templates and guides in assets/:

FileDescription
beamer_template_conference.texLaTeX Beamer template for 15-minute conference talks
beamer_template_seminar.texLaTeX Beamer template for 45-minute academic seminars
beamer_template_defense.texLaTeX Beamer template for thesis/dissertation defenses
timing_guidelines.mdComprehensive timing and pacing strategies for all talk types

© jaechang-hits, CC-BY-4.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 6 other files (references, assets) in skills/scientific-writing/scientific-slides of jaechang-hits/SciAgent-Skills.

  • SKILL.md
  • assets/beamer_template_conference.tex
  • assets/beamer_template_defense.tex
  • assets/beamer_template_seminar.tex
  • assets/timing_guidelines.md
  • references/slide_design_guide.md
  • references/talk_types_guide.md

Open the folder on GitHubat commit 82c862c

Compare with similar skills

Scientific Slides next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Scientific Slides compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Scientific Slides this skilljaechang-hits/SciAgent-Skills374—~3.5kAutomated safety check: PassCC-BY-4.0
Scientific SlidesK-Dense-AI/claude-scientific-writer2.4k14 repos~5.4kAutomated safety check: NotesMIT
BeamerNoi1r/beamer-skill364—~13kAutomated safety check: NotesMIT
Powerpoint SlidesNoi1r/powerpoint-skill124—~12kAutomated safety check: NotesMIT
Explorable Deckclaesbackman/AI-research-feedback495—~2.9kAutomated safety check: PassMIT
Scientific SlidesK-Dense-AI/scientific-agent-skills48k1 repos~5.4kAutomated safety check: NotesMIT

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Questions about Scientific Slides

What does Scientific Slides do?

Scientific presentations for conferences, seminars, thesis defenses, and grant pitches. Scientific Slides is an agent skill from jaechang-hits/SciAgent-Skills. Scientific presentations for conferences, seminars, thesis defenses, and grant pitches.

When should I use Scientific Slides?

Scientific Slides fits situations like: tasks that involve Slides and decks; tasks that involve LaTeX.

How do I install Scientific Slides in Claude Code?

Run `npx skills add jaechang-hits/SciAgent-Skills --skill scientific-slides -a claude-code`. Or copy the skill folder (skills/scientific-writing/scientific-slides in jaechang-hits/SciAgent-Skills) into .claude/skills/scientific-slides in your project. Claude Code loads it when a task matches its description.

How do I install Scientific Slides in Codex?

Run `npx skills add jaechang-hits/SciAgent-Skills --skill scientific-slides -a codex`. Or copy the skill folder (skills/scientific-writing/scientific-slides in jaechang-hits/SciAgent-Skills) into .agents/skills/scientific-slides in your project. Codex loads it when a task matches its description.

Can I use Scientific Slides in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jaechang-hits/SciAgent-Skills --skill scientific-slides -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/scientific-slides, .gemini/skills/scientific-slides, .github/skills/scientific-slides and .opencode/skills/scientific-slides in your project.

What does Scientific Slides need to run?

SKILL.md names no scripts, command-line tools or credentials: Scientific Slides is instructions for the agent only.

Does Scientific Slides access the network?

SKILL.md names 2 domains. As links in the text: webaim.org and color-blindness.com. This is read from the text; nothing was executed.

Is Scientific Slides safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Scientific Slides use?

Scientific Slides is published under the CC-BY-4.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Scientific Slides use?

About 3.5k tokens (SKILL.md is roughly 14k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 4.4k tokens, read only when the agent opens those files.

What are the alternatives to Scientific Slides?

Skills that share tags, products or a category with Scientific Slides: Scientific Slides (K-Dense-AI/claude-scientific-writer, 2.4k stars), Beamer (Noi1r/beamer-skill, 364 stars), Powerpoint Slides (Noi1r/powerpoint-skill, 124 stars) and Explorable Deck (claesbackman/AI-research-feedback, 495 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Scientific Slides?

jaechang-hits (a GitHub user) maintains it in jaechang-hits/SciAgent-Skills, which has 374 GitHub stars. The repository holds 169 skills in this directory. The repository was last updated on September 29, 2026.

Source: jaechang-hits/SciAgent-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.