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 agentmods add skills/taoeli/maxwelllink/paper_tutorial_vsc_waternpx skills add TaoELi/MaxwellLink --skill paper_tutorial_vsc_watergit clone --depth 1 https://github.com/TaoELi/MaxwellLinkWrote 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/maxwelllink/paper_tutorial_vsc_water)<a href="https://agentmods.dev/skills/taoeli/maxwelllink/paper_tutorial_vsc_water"><img src="https://agentmods.dev/badge/skills/taoeli/maxwelllink/paper_tutorial_vsc_water.svg" alt="Measured on agentmods" 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 | $0.00065 | $0.01125 |
| Opus 5 | $0.00032 | $0.00562 |
| Sonnet 5 | $0.00013 | $0.00225 |
| Haiku 4.5 | $0.00006 | $0.00112 |
Grade A, and why
paper_tutorial_vsc_water 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 5d 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 GPL-2.0
The repository is licensed GPL-2.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.
What ships with it
35 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/implementation_2025/plotting/bragg_geometry.png 2.8 KB
- assets/implementation_2025/plotting/columnplots.py 14 KB runs code
- assets/implementation_2025/plotting/plot_fig3_vsc.py 6.1 KB runs code
- assets/implementation_2025/vsc_water_maxwellmd/bragg_resonator_spectrum/bragg_resonator_epsilon.txt 4.2 KB
- assets/implementation_2025/vsc_water_maxwellmd/bragg_resonator_spectrum/bragg_resonator_ez.txt 4.2 KB
- assets/implementation_2025/vsc_water_maxwellmd/bragg_resonator_spectrum/bragg_resonator_transmission.txt 45 KB
- assets/implementation_2025/vsc_water_maxwellmd/bragg_resonator_spectrum/bragg_resonator.py 2.6 KB runs code
- assets/implementation_2025/vsc_water_maxwellmd/get_lammps_statistics.sh 159 B runs code
- assets/implementation_2025/vsc_water_maxwellmd/get_time_statistics.sh 169 B runs code
- assets/implementation_2025/vsc_water_maxwellmd/lmp_input/data.lmp 50 KB
- assets/implementation_2025/vsc_water_maxwellmd/lmp_input/in_mxl.lmp 743 B
- assets/implementation_2025/vsc_water_maxwellmd/lmp_input/launch_lmp_xml.sh 553 B runs code
- assets/implementation_2025/vsc_water_maxwellmd/run_vsc_scan_size.sh 1.6 KB runs code
- assets/implementation_2025/vsc_water_maxwellmd/template/clean.sh 54 B runs code
- assets/implementation_2025/vsc_water_maxwellmd/template/submit_all.sh 265 B runs code
- assets/implementation_2025/vsc_water_maxwellmd/template/submit_driver.sh 1.3 KB runs code
- assets/implementation_2025/vsc_water_maxwellmd/template/submit_main.sh 446 B runs code
- assets/implementation_2025/vsc_water_maxwellmd/template/vsc_water_maxwellmd.py 2.6 KB runs code
- assets/implementation_2025/vsc_water_singlemode/get_lammps_statistics.sh 159 B runs code
- assets/implementation_2025/vsc_water_singlemode/get_time_statistics.sh 187 B runs code
- assets/implementation_2025/vsc_water_singlemode/lmp_input/data.lmp 50 KB
- assets/implementation_2025/vsc_water_singlemode/lmp_input/in_mxl.lmp 756 B
- assets/implementation_2025/vsc_water_singlemode/lmp_input/launch_lmp_xml.sh 553 B runs code
- assets/implementation_2025/vsc_water_singlemode/run_vsc_scan_size.sh 1.6 KB runs code
- assets/implementation_2025/vsc_water_singlemode/template/clean.sh 54 B runs code
- assets/implementation_2025/vsc_water_singlemode/template/submit_all.sh 265 B runs code
- assets/implementation_2025/vsc_water_singlemode/template/submit_driver.sh 1.3 KB runs code
- assets/implementation_2025/vsc_water_singlemode/template/submit_main.sh 447 B runs code
- assets/implementation_2025/vsc_water_singlemode/template/vsc_water_singlemode.py 1.8 KB runs code
- assets/README.md 519 B
- playbooks/fig_001_singlemode_vsc.md 2.8 KB
- playbooks/fig_002_meep_bragg_vsc.md 3.1 KB
- playbooks/fig_003_scaling.md 3.3 KB
- references/doc_map.md 1.0 KB
- references/source_map.md 1.1 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.
- 5d ago First seen · 74 lines · 65 tokens per session scan A 96b50458cf2c
paper_tutorial_vsc_water is a skill published in the GitHub repository TaoELi/MaxwellLink (10 stars, last pushed yesterday), licensed GPL-2.0. It adds 65 tokens to every session and 1,125 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 2026-08-31.
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