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 akillness/jeo-skills --skill open-generative-aigit clone --depth 1 https://github.com/akillness/jeo-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/akillness/jeo-skills/open-generative-ai)<a href="https://agentmods.dev/skills/akillness/jeo-skills/open-generative-ai"><img src="https://agentmods.dev/badge/skills/akillness/jeo-skills/open-generative-ai/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/akillness/jeo-skills/open-generative-ai"><img src="https://agentmods.dev/badge/skills/akillness/jeo-skills/open-generative-ai.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 | $0.00210 | $0.03605 |
| Opus 5 | $0.00105 | $0.01802 |
| Sonnet 5 | $0.00042 | $0.00721 |
| Haiku 4.5 | $0.00021 | $0.00361 |
Grade B, and why
open-generative-ai scanned grade B with 1 finding 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 8d 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.
Strips warnings and disclaimersmediumAnti-refusal
Omitting safety caveats hides risk from the user and is a common jailbreak preamble.
Note that duty once, plainly, when the deployment is discussed; do not moralize The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
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.
- evals/evals.json 8.5 KB
- references/configuration-and-security.md 4.8 KB
- references/install-and-self-host.md 5.5 KB
- references/local-inference.md 5.1 KB
- references/source-audit-and-upstream-drift.md 3.7 KB
- references/troubleshooting-and-extension.md 5.6 KB
- scripts/audit-ogai.py 14 KB runs code
- scripts/validate-evals.mjs 4.7 KB runs code
- SKILL.toon 4.8 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.
- 8d ago First seen · 294 lines · 210 tokens per session scan B ed6d72994769
open-generative-ai is a skill published in the GitHub repository akillness/jeo-skills (45 stars, last pushed yesterday), with no licence file. It adds 210 tokens to every session and 3,605 once invoked, about $0.0011 per session on Opus 5. A static security scan graded it B with 1 finding (strips warnings and disclaimers). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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