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 Zaoqu-Liu/ScienceClaw --skill medge-cjk-vizgit clone --depth 1 https://github.com/Zaoqu-Liu/ScienceClawWrote 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/zaoqu-liu/scienceclaw/medge-cjk-viz)<a href="https://agentmods.dev/skills/zaoqu-liu/scienceclaw/medge-cjk-viz"><img src="https://agentmods.dev/badge/skills/zaoqu-liu/scienceclaw/medge-cjk-viz/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/zaoqu-liu/scienceclaw/medge-cjk-viz"><img src="https://agentmods.dev/badge/skills/zaoqu-liu/scienceclaw/medge-cjk-viz.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 | $0.00071 | $0.01779 |
| Opus 5 | $0.00036 | $0.00890 |
| Sonnet 5 | $0.00014 | $0.00356 |
| Haiku 4.5 | $0.00007 | $0.00178 |
Grade A, and why
cjk-viz 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 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.
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.
How it starts
The opening of the file, as written. The whole thing — 186 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CJK 可视化字体配置
何时使用
任何绘图代码中包含中文文本(标题、轴标签、图例、注释)时,必须在绘图前 执行字体检测。不要假设某个字体一定存在。
快速使用
方式一:导入 helper(推荐)
将 scripts/setup_cjk_font.py 复制到工作目录,或直接引用:
import sys, os
sys.path.insert(0, os.path.join(os.path.dirname(__file__), 'skills/cjk-viz/scripts'))
from setup_cjk_font import setup_cjk_font
font_name = setup_cjk_font() # 自动检测、配置、返回字体名
# 如果返回 None,说明系统无可用 CJK 字体,会打印警告
调用后 plt.rcParams 已经配置好,直接绘图即可。
方式二:内联代码片段
如果不想引入外部文件,在脚本开头加入:
import matplotlib
matplotlib.use('Agg')
import matplotlib.pyplot as plt
import matplotlib.font_manager as fm
def _setup_cjk():
candidates = [
'Noto Sans CJK SC', 'Noto Sans SC', 'Source Han Sans SC',
'WenQuanYi Micro Hei', 'WenQuanYi Zen Hei',
'Droid Sans Fallback', 'AR PL UMing CN',
'SimHei', 'Microsoft YaHei', 'PingFang SC',
]
available = {f.name for f in fm.fontManager.ttflist}
for name in candidates:
if name in available:
plt.rcParams['font.sans-serif'] = [name, 'DejaVu Sans']
plt.rcParams['axes.unicode_minus'] = False
return name
# 尝试从常见路径加载 .ttf
search_paths = [
'/usr/share/fonts', '/usr/local/share/fonts',
os.path.expanduser('~/.local/share/fonts'),
os.path.join(os.path.dirname(__file__), 'fonts'),
]
for base in search_paths:
for root, _, files in os.walk(base):
for f in files:
if f.lower().endswith('.ttf') and any(
k in f.lower() for k in ['noto', 'cjk', 'hei', 'han', 'wenquan', 'droid']
):
path = os.path.join(root, f)
fm.fontManager.addfont(path)
prop = fm.FontProperties(fname=path)
name = prop.get_name()
plt.rcParams['font.sans-serif'] = [name, 'DejaVu Sans']
plt.rcParams['axes.unicode_minus'] = False
return name
print("⚠️ 未找到 CJK 字体,中文可能显示为方块。")
print(" 安装建议: apt install fonts-noto-cjk 或 pip install matplotlib-cjk-fonts")
return None
_cjk_font = _setup_cjk()
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 · 186 lines · 71 tokens per session scan A 96230f4f53e8
cjk-viz is a skill published in the GitHub repository Zaoqu-Liu/ScienceClaw (60 stars, last pushed 5mo ago), licensed MIT. It adds 71 tokens to every session and 1,779 once invoked, about $0.0004 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 2026-09-03.
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