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/coderwanfeng/python-office/screen_unmarked_imagenpx skills add CoderWanFeng/python-office --skill screen_unmarked_imagegit clone --depth 1 https://github.com/CoderWanFeng/python-officeWhat 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 | $0.00055 | $0.00329 |
| Opus 5 | $0.00028 | $0.00164 |
| Sonnet 5 | $0.00011 | $0.00066 |
| Haiku 4.5 | $0.00006 | $0.00033 |
Grade A, and why
screen_unmarked_image 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 yesterday.
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
screen_unmarked_image Skill
筛选未标注的图像
功能描述
在指定目录下，筛选出没有对应标注文件（如 .xml）的图片，并将其移动到 未标注图片 子目录中。
所属分类
office/skills/ruiming/screen_unmarked_image/
调用方式
from skills.ruiming import screen_unmarked_image
screen_unmarked_image(dir_path='./dataset')
参数说明
| 参数 | 类型 | 必填 | 默认值 | 说明 |
|---|---|---|---|---|
dir_path |
str | 是 | - | 图片及标注文件的存放路径 |
image_name_extension |
str | 否 | '.jpg' |
图片文件的后缀 |
marked_file_name_extension |
str | 否 | '.xml' |
标注文件的后缀 |
返回值
None（结果直接打印输出）
使用示例
from skills.ruiming import screen_unmarked_image
screen_unmarked_image(dir_path='./my_dataset')
原始函数
office.api.testApi.ruiming.screen_unmarked_image
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.
- yesterday First seen · 48 lines · 55 tokens per session scan A 9e623973833b
screen_unmarked_image is a skill published in the GitHub repository CoderWanFeng/python-office (1,346 stars, last pushed 12d ago), licensed Apache-2.0. It adds 55 tokens to every session and 329 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 2026-08-30.
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