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 wentorai/research-plugins --skill chemistrygit clone --depth 1 https://github.com/wentorai/research-pluginsWrote 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/wentorai/research-plugins/chemistry)<a href="https://agentmods.dev/skills/wentorai/research-plugins/chemistry"><img src="https://agentmods.dev/badge/skills/wentorai/research-plugins/chemistry/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/wentorai/research-plugins/chemistry"><img src="https://agentmods.dev/badge/skills/wentorai/research-plugins/chemistry.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 | $0.00032 | $0.00363 |
| Opus 5 | $0.00016 | $0.00181 |
| Sonnet 5 | $0.00006 | $0.00073 |
| Haiku 4.5 | $0.00003 | $0.00036 |
Grade A, and why
chemistry-skills 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 6d 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.
What it actually says
Chemistry — 9 Skills
Select the skill matching the user's need, then read its SKILL.md.
| Skill | Description |
|---|---|
| cactus-cheminformatics-guide | PNNL cheminformatics LLM agent for molecular analysis |
| catalysis-hub-api | Query computational catalysis reaction data via Catalysis Hub GraphQL |
| chemeagle-guide | Multi-agent system for chemical literature information extraction |
| chemgraph-agent-guide | Automate molecular simulations with the ChemGraph agentic framework |
| computational-chemistry-guide | DFT, molecular simulation, and reaction prediction tools for chemists |
| molecular-dynamics-guide | Molecular dynamics simulation setup, execution, and trajectory analysis |
| pubchem-api-guide | Search PubChem for chemical compounds, structures, and bioassay data |
| retrosynthesis-guide | Retrosynthetic analysis and computational reaction prediction |
| spectroscopy-analysis-guide | Spectral data analysis for NMR, IR, mass spectrometry, and UV-Vis |
What ships with it
9 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.
- cactus-cheminformatics-guide/SKILL.md 2.5 KB
- catalysis-hub-api/SKILL.md 6.8 KB
- chemeagle-guide/SKILL.md 4.2 KB
- chemgraph-agent-guide/SKILL.md 3.5 KB
- computational-chemistry-guide/SKILL.md 8.9 KB
- molecular-dynamics-guide/SKILL.md 7.6 KB
- pubchem-api-guide/SKILL.md 7.2 KB
- retrosynthesis-guide/SKILL.md 7.3 KB
- spectroscopy-analysis-guide/SKILL.md 9.5 KB
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.
- 6d ago First seen · 21 lines · 32 tokens per session scan A da69e623dfa6
chemistry-skills is a skill published in the GitHub repository wentorai/research-plugins (291 stars, last pushed 2mo ago), licensed MIT. It adds 32 tokens to every session and 363 once invoked, about $0.0002 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.
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