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 CharlesHahn/DuIvySkills --skill nonstd-residuegit clone --depth 1 https://github.com/CharlesHahn/DuIvySkillsWrote 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/charleshahn/duivyskills/nonstd-residue)<a href="https://agentmods.dev/skills/charleshahn/duivyskills/nonstd-residue"><img src="https://agentmods.dev/badge/skills/charleshahn/duivyskills/nonstd-residue/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/charleshahn/duivyskills/nonstd-residue"><img src="https://agentmods.dev/badge/skills/charleshahn/duivyskills/nonstd-residue.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 | $0.00240 | $0.04684 |
| Opus 5.5 | $0.00096 | $0.01874 |
| Sonnet 5.5 | $0.00048 | $0.00937 |
| Haiku 4.5 | $0.00024 | $0.00468 |
Grade A, and why
nonstd-residue 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 GPL-3.0
The repository is licensed GPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.
What ships with it
60 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.
- examples/cyb/AceCycNme_BBO_addH.itp 80 KB
- examples/cyb/adversarial_review.py 13 KB runs code
- examples/cyb/amber14sb.ff/aminoacids.arn 2.5 KB
- examples/cyb/amber14sb.ff/aminoacids.c.tdb 10 B
- examples/cyb/amber14sb.ff/aminoacids.hdb 9.5 KB
- examples/cyb/amber14sb.ff/aminoacids.n.tdb 10 B
- examples/cyb/amber14sb.ff/aminoacids.r2b 849 B
- examples/cyb/amber14sb.ff/aminoacids.rtp 84 KB
- examples/cyb/amber14sb.ff/aminoacids.vsd 5.1 KB
- examples/cyb/amber14sb.ff/atomtypes.atp 4.7 KB
- examples/cyb/amber14sb.ff/dna.arn 116 B
- examples/cyb/amber14sb.ff/dna.hdb 3.0 KB
- examples/cyb/amber14sb.ff/dna.r2b 145 B
- examples/cyb/amber14sb.ff/dna.rtp 29 KB
- examples/cyb/amber14sb.ff/ffbonded.itp 76 KB
- examples/cyb/amber14sb.ff/ffnonbonded.itp 6.8 KB
- examples/cyb/amber14sb.ff/forcefield.doc 718 B
- examples/cyb/amber14sb.ff/forcefield.itp 947 B
- examples/cyb/amber14sb.ff/gbsa.itp 1.9 KB
- examples/cyb/amber14sb.ff/ions.itp 2.1 KB
- examples/cyb/amber14sb.ff/Makefile.am 661 B
- examples/cyb/amber14sb.ff/Makefile.in 12 KB
- examples/cyb/amber14sb.ff/rna.arn 116 B
- examples/cyb/amber14sb.ff/rna.hdb 4.0 KB
- examples/cyb/amber14sb.ff/rna.r2b 145 B
- examples/cyb/amber14sb.ff/rna.rtp 30 KB
- examples/cyb/amber14sb.ff/spc.itp 746 B
- examples/cyb/amber14sb.ff/spce.itp 746 B
- examples/cyb/amber14sb.ff/tip3p.itp 802 B
- examples/cyb/amber14sb.ff/tip4p.itp 1.2 KB
- examples/cyb/amber14sb.ff/tip4pew.itp 1.3 KB
- examples/cyb/amber14sb.ff/tip5p.itp 1.8 KB
- examples/cyb/amber14sb.ff/urea.itp 1.2 KB
- examples/cyb/amber14sb.ff/watermodels.dat 214 B
- examples/cyb/compare_ff.py 3.1 KB runs code
- examples/cyb/cyb_build_report.md 29 KB
- examples/cyb/cyb_construction_log.md 17 KB
- examples/cyb/CYB.hdb 818 B
- examples/cyb/CYB.rtp 5.4 KB
- examples/cyb/posre.itp 37 KB
- examples/cyb/RBD_BBO10203_fixed.pdb 97 KB
- examples/cyb/RBD_BBO10203.pdb 188 KB
- examples/cyb/RBD_CYB.pdb 96 KB
- examples/cyb/README.md 3.8 KB
- examples/cyb/residuetypes.dat 2.7 KB
- examples/cyb/run_all.sh 7.0 KB runs code
- examples/cyb/scripts/01_download_ff.sh 1.1 KB runs code
- examples/cyb/scripts/02_copy_inputs.sh 1.8 KB runs code
- examples/cyb/scripts/03_fix_pdb.sh 1.2 KB runs code
- examples/cyb/scripts/04_calc_charges.py 1.6 KB runs code
- examples/cyb/scripts/05_generate_ff_files.py 12 KB runs code
- examples/cyb/scripts/06_install_ff.sh 2.4 KB runs code
- examples/cyb/scripts/07_add_gaff_params.py 13 KB runs code
- examples/cyb/scripts/08_build_pdb.py 6.5 KB runs code
- examples/cyb/scripts/09_run_pdb2gmx.sh 2.1 KB runs code
- examples/cyb/scripts/10_verify.sh 5.9 KB runs code
- examples/cyb/scripts/itp_reader.py 12 KB runs code
- examples/cyb/test.gro 107 KB
- examples/cyb/test.top 657 KB
- references/charge-strategy.md 3.3 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.
- 2mo ago First seen · 367 lines · 240 tokens per session scan A 295cc1f62721
nonstd-residue is a skill published in the GitHub repository CharlesHahn/DuIvySkills (22 stars, last pushed 2mo ago), licensed GPL-3.0. It adds 240 tokens to every session and 4,684 once invoked, about $0.0010 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 2026-08-30.
nonstd-residue compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| nonstd-residueCharlesHahn/DuIvySkills | Skill | 22 | 2mo ago | GPL-3.0 | A | 240 | Claude Code, Codex |
| instrument-data-to-allotropeanthropics/knowledge-work-plugins | Skill | 35k | 2d ago | Apache-2.0 | A | 123 | Claude Code |
| exploratory-data-analysisK-Dense-AI/scientific-agent-skills | Skill | 56k | 4d ago | MIT | A | 83 | Claude Code |
| matlabK-Dense-AI/scientific-agent-skills | Skill | 56k | 4d ago | MIT | A | 44 | Claude Code |
| phylogeneticsK-Dense-AI/scientific-agent-skills | Skill | 56k | 4d ago | MIT | A | 71 | Claude Code, Codex |
| research-engineerdavila7/claude-code-templates | Skill | 33k | yesterday | MIT | A | 43 | Claude Code, Codex |
| mapping-to-snomedmaziyarpanahi/openmed | Skill | 5.8k | yesterday | Apache-2.0 | A | 205 | Claude Code |