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 Lzy599775/agent-auto-sci-skills --skill pptx-postersgit clone --depth 1 https://github.com/Lzy599775/agent-auto-sci-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/lzy599775/agent-auto-sci-skills/pptx-posters)<a href="https://agentmods.dev/skills/lzy599775/agent-auto-sci-skills/pptx-posters"><img src="https://agentmods.dev/badge/skills/lzy599775/agent-auto-sci-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/lzy599775/agent-auto-sci-skills/pptx-posters"><img src="https://agentmods.dev/badge/skills/lzy599775/agent-auto-sci-skills/pptx-posters.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.02763 |
| Opus 5.5 | $0.00024 | $0.01105 |
| Sonnet 5.5 | $0.00012 | $0.00553 |
| Haiku 4.5 | $0.00006 | $0.00276 |
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 14d 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.
This is a copy
86% identical to pptx-posters — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 297 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.
The manifest 2.0 workflow 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
In the poster project directory, create an environment outside this skill tree. Activate it before running the tools (macOS/Linux shown):
uv venv
source .venv/bin/activate
uv pip install "python-pptx==1.0.2" "Pillow==12.3.0" "lxml==6.1.3"
On Windows PowerShell, activate with .venv\Scripts\Activate.ps1. Then run the
CLI commands below from the skill directory with that environment still active.
Package installation needs network access unless the exact wheels are cached; the
poster tools themselves are local. Generation requires exactly:
python-pptx==1.0.2
Pillow==12.3.0
lxml==6.1.3
All CLIs use lazy optional imports, so python -B scripts/<tool>.py --help works
without these packages. Use -B to avoid bytecode artifacts.
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 8.5 KB
- references/manifest_spec.md 9.2 KB
- references/poster_content_guide.md 7.6 KB
- references/poster_design_principles.md 10 KB
- references/poster_layout_design.md 8.4 KB
- references/pptx_security.md 8.7 KB
- references/security_validation.md 4.3 KB
- references/source_ledger.md 14 KB
- scripts/_common.py 13 KB runs code
- scripts/_manifest.py 46 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 9.0 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.
- 14d ago Changed · +21 lines bb4923ec520a
- 1mo ago Changed · +17 lines fa9416651e2e
- 1mo ago First seen · 259 lines · 59 tokens per session scan A d4e0fe7be2b8
pptx-posters is a skill published in the GitHub repository Lzy599775/agent-auto-sci-skills (2 stars, last pushed 10d ago), licensed MIT. It adds 59 tokens to every session and 2,763 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 86% identical to pptx-posters, differing in 0 lines, and is treated as a copy.
Other skills, from other repositories
nature-paper-trans
A workflow for translating selected pages or a complete English research-paper PDF into a simplified-Chinese, image-based PDF. bioRxiv is not mentioned in the provided details; the workflow applies to research-paper PDFs generally.
nature-experiment-log
A workflow for turning experiment notes, images, audio, or text into structured Markdown laboratory logs with YAML metadata. It can also organize raw attachments and optionally connect the logs to Feishu or Obsidian.
nature-paper2ppt
A workflow for turning a scientific paper, preprint, PDF, article, figure legends, or reading notes into a complete Chinese PowerPoint presentation. It is designed for journal clubs, group meetings, thesis seminars, conferences, defences, and paper-sharing talks.
paper-figures
Extract figures from downloaded papers and include them in survey/review reports. Use when the report covers other groups' work and benefits from their architecture diagrams, experimental plots, or system schematics. Your brain prompt supplies the absolute path to the extract-figures script as {{EXTRACTFIGURES}} — use…
sync-submission
Use when building, auditing or freezing a journal submission package from the canonical manuscript. Detects drift between the source and the per-journal submission copy, builds byte-preserving packages with manifests, and records current, stale or frozen status.
pptx-generation
Create publication-quality academic presentations (.pptx) for group meetings, thesis defenses, conference talks, and posters.