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 TaoELi/FermiLink --skill scientific-simulation-guidegit clone --depth 1 https://github.com/TaoELi/FermiLinkWrote 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/taoeli/fermilink/scientific-simulation-guide)<a href="https://agentmods.dev/skills/taoeli/fermilink/scientific-simulation-guide"><img src="https://agentmods.dev/badge/skills/taoeli/fermilink/scientific-simulation-guide/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/taoeli/fermilink/scientific-simulation-guide"><img src="https://agentmods.dev/badge/skills/taoeli/fermilink/scientific-simulation-guide.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 | $0.00051 | $0.01529 |
| Opus 5.5 | $0.00020 | $0.00612 |
| Sonnet 5.5 | $0.00010 | $0.00306 |
| Haiku 4.5 | $0.00005 | $0.00153 |
Grade A, and why
scientific-simulation-guide 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 2mo 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.
The source is not reproduced here
Licensed AGPL-3.0
The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.
What ships with it
1 file 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.
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.
- 2mo ago First seen · 179 lines · 51 tokens per session scan A 47cc9434e4d5
scientific-simulation-guide is a skill published in the GitHub repository TaoELi/FermiLink (11 stars, last pushed 2mo ago), licensed AGPL-3.0. It adds 51 tokens to every session and 1,529 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-08-31.
scientific-simulation-guide compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| scientific-simulation-guideTaoELi/FermiLink | Skill | 11 | 2mo ago | AGPL-3.0 | A | 51 | Claude Code, Codex |
| julia-expertpersonamanagmentlayer/pcl | Skill | 44 | 11d ago | Apache-2.0 | A | 64 | Claude Code |
| ml-training-recipesOrchestra-Research/AI-Research-SKILLs | Skill | 14k | 27d ago | MIT | A | 88 | Claude Code |
| multi-objective-optimizationsynthetic-sciences/openscience | Skill | 4.3k | 2d ago | Apache-2.0 | A | 37 | Claude Code, Codex |
| social-physics-filterwinstonkoh87/Athena-Public | Skill | 620 | yesterday | MIT | A | 34 | Claude Code, Codex |
| cuopt-developerNVIDIA/cuopt | Skill | 1.1k | yesterday | Apache-2.0 | B | 47 | Cursor |
| cuopt-user-rulesNVIDIA/cuopt | Skill | 1.1k | yesterday | Apache-2.0 | B | 42 | Cursor |