Scientific Agent Skills is a collection of reusable procedures that give AI agents capabilities for scientific research across areas such as biology, chemistry, medicine, and drug discovery. It is used by researchers and by people building AI scientist workflows with compatible coding agents. The catalogue contains many of the project's skills and supporting instructions.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add K-Dense-AI/scientific-agent-skills --skill pptx-postersgit clone --depth 1 https://github.com/K-Dense-AI/scientific-agent-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/k-dense-ai/scientific-agent-skills/pptx-posters)<a href="https://agentmods.dev/skills/k-dense-ai/scientific-agent-skills/pptx-posters"><img src="https://agentmods.dev/badge/skills/k-dense-ai/scientific-agent-skills/pptx-posters/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/k-dense-ai/scientific-agent-skills/pptx-posters"><img src="https://agentmods.dev/badge/skills/k-dense-ai/scientific-agent-skills/pptx-posters.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk pass
- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00059 | $0.02448 |
| Opus 5 | $0.00030 | $0.01224 |
| Sonnet 5 | $0.00012 | $0.00490 |
| Haiku 4.5 | $0.00006 | $0.00245 |
Grade A, and why
pptx-posters scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
Copies of this mod
2 near-identical copies found in the catalogue:
- pptx-posters — 86% identical, 0 lines differ
- pptx-posters — 86% identical, 19 lines differ
How it starts
The opening of the file, as written. The whole thing — 276 lines — stays where its author put it; the contents beside it link to each section on GitHub.
PPTX posters
Scope
Use this skill only when the requested source/deliverable is an editable PowerPoint poster. Do not route an unspecified poster request here merely because PowerPoint is available.
Version 2.0 generates a real one-slide .pptx from strict local JSON. It does not use
HTML conversion, external templates, schematic/image-generation services, API keys,
environment files, network requests, or mandatory figure styles.
Hard gates
Stop instead of guessing when any gate is unmet:
- The author has not supplied exact poster content and source records.
- Any claim, number, citation, author, affiliation, funding statement, figure, license, or QR target is unresolved.
- Current conference and printer requirements are not confirmed.
- Author approval is not bound to the current manifest content hash.
- An asset is remote, outside the manifest directory, unhashed, or unapproved.
- An input is
.pptm, contains macros/external relationships/OLE/embedded files, or is an untrusted template. - The requested workflow needs PowerPoint to be opened or executed automatically.
- A script reports a package, layout, DPI, contrast, or output-plan blocker.
Never fabricate missing material or leave a plausible placeholder. Drafts fail closed.
Install exact generation dependencies
From the skill directory:
uv venv
uv pip install "python-pptx==1.0.2" "Pillow==12.3.0" "lxml==6.1.1"
Generation requires exactly:
python-pptx==1.0.2
Pillow==12.3.0
lxml==6.1.1
All CLIs use lazy optional imports, so python -B scripts/<tool>.py --help works
without these packages. Use -B to avoid bytecode artifacts.
Establish requirements before layout
Record these separately:
- physical trim width/height and orientation;
- bleed on each edge;
- safe margin inside trim;
- PowerPoint canvas width/height;
- uniform physical-artboard/canvas print scale;
- conference maximum dimensions and delivery format;
- printer trim, bleed, margin, scaling, color-mode, and proof requirements;
- final-output font and raster-DPI thresholds, each labeled as a heuristic or tied to an exact source.
- required font faces, workstation availability, embedding permission, and the substitution/proof workflow.
What ships with it
20 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- assets/generation_dependencies.json 70 B
- assets/poster_manifest_template.json 4.4 KB
- assets/poster_quality_checklist.md 8.3 KB
- references/manifest_spec.md 8.8 KB
- references/poster_content_guide.md 7.6 KB
- references/poster_design_principles.md 10 KB
- references/poster_layout_design.md 7.6 KB
- references/pptx_security.md 8.7 KB
- references/security_validation.md 3.7 KB
- references/source_ledger.md 12 KB
- scripts/_common.py 13 KB runs code
- scripts/_manifest.py 45 KB runs code
- scripts/_pptx.py 53 KB runs code
- scripts/check_layout.py 5.8 KB runs code
- scripts/check_palette.py 4.7 KB runs code
- scripts/generate_poster.py 15 KB runs code
- scripts/inspect_pptx.py 1.2 KB runs code
- scripts/inventory_images.py 9.4 KB runs code
- scripts/plan_export.py 8.1 KB runs code
- scripts/validate_manifest.py 1.6 KB runs code
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago First seen · 276 lines · 59 tokens per session scan A fa9416651e2e
pptx-posters is a skill published in the GitHub repository K-Dense-AI/scientific-agent-skills (44,220 stars, last pushed 4d ago), licensed MIT. It adds 59 tokens to every session and 2,448 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
Other skills, from other repositories
slides-as-code
Build research slides with text-first source (Slidev/Marp/Reveal/Quarto) and reproducible export (PDF). Includes structure, figure reuse rules, and quality checklist for top-tier scientific presentations.
digital-twin-discharge-drafter
Use when drafting patient discharge summaries, creating personalized discharge instructions, simulating post-discharge outcomes, reducing hospital readmissions, or optimizing care transitions. Generates AI-enhanced discharge documentation with digital twin predictions for improved patient safety.
discharge-summary-writer
Generate hospital discharge summaries from admission data, hospital course, diagnoses, procedures, and follow-up plans; use when a structured discharge document is required from clinical notes.
synthesize
Thesis report synthesis — turn a thesis's markdown artifacts into its letter-size thesis-report.html, then OPTIMIZE it against real page renders. Four-step loop — pack (deterministic Python bundle of all sources + report/metrics.json), author (the LLM writes report/content.html — narrative, KPI tiles, badges…
figure-duplicate-audit
A review of scientific figure images for duplicated, reused, altered, or uninformative panels. Scientific figures are the charts, photographs, and image panels included in research papers.
LaTeX工具
A tool for creating, compiling, and checking mathematical modelling papers written in LaTeX, a document system often used for technical writing.