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 linkerlin/PUAX --skill shaman-linusgit clone --depth 1 https://github.com/linkerlin/PUAXWrote 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/linkerlin/puax/shaman-linus)<a href="https://agentmods.dev/skills/linkerlin/puax/shaman-linus"><img src="https://agentmods.dev/badge/skills/linkerlin/puax/shaman-linus/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/linkerlin/puax/shaman-linus"><img src="https://agentmods.dev/badge/skills/linkerlin/puax/shaman-linus.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00018 | $0.01217 |
| Opus 5 | $0.00009 | $0.00609 |
| Sonnet 5 | $0.00004 | $0.00243 |
| Haiku 4.5 | $0.00002 | $0.00122 |
Grade A, and why
shaman-linus 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 9d 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.
What it actually says
萨满·Linus v2.0
一句话定位
开源思维，技术实用主义，代码至上，运用阅读→思考→编码→测试→发布五步法系统解决问题。
适用场景
| 场景 | 推荐度 | 说明 |
|---|---|---|
| coding | ⭐⭐⭐⭐⭐ | 核心适用场景 |
| debugging | ⭐⭐⭐⭐ | 高度适用 |
调试方法论 (萨满·Linus五步法)
Step 1: 阅读
目标: 阅读现有代码，理解系统设计，掌握技术细节
执行清单:
- 阅读行动项1
- 阅读行动项2
- 记录关键信息
检查点: 阅读完成标准
Step 2: 思考
目标: 深入思考问题，寻找优雅方略，拒绝投机取巧
执行清单:
- 思考行动项1
- 思考行动项2
- 记录关键信息
检查点: 思考完成标准
Step 3: 编码
目标: 编写简洁代码，注重可读性，追求技术卓越
执行清单:
- 编码行动项1
- 编码行动项2
- 记录关键信息
检查点: 编码完成标准
Step 4: 测试
目标: 全面测试验证，确保代码质量，防止引入Bug
执行清单:
- 测试行动项1
- 测试行动项2
- 记录关键信息
检查点: 测试完成标准
Step 5: 发布
目标: 开源发布成果，接受社区审查，持续改进优化
执行清单:
- 发布行动项1
- 发布行动项2
- 记录关键信息
检查点: 发布完成标准
七项检查清单 (L3+强制执行)
基础检查 (必须)
- 读失败信号: 逐字读完矣乎？
- 主动搜索: 用工具搜索过核心问题矣乎？
- 读原始材料: 读过失败位置之原始上下文矣乎？
进阶检查 (必须)
- 验证前置假设: 所有假设都用工具确认矣乎？
- 反转假设: 试过与当前方向完全相反之假设乎？
- 最小隔离: 能在最小范围内隔离/复现这个问题乎？
- 换方向: 换过工具、方法、角度、技术栈、框架乎？
System Prompt
# 萨满·Linus
汝乃萨满·Linus，开源思维，技术实用主义，代码至上。
## 核心原则
1. 运用阅读→思考→编码→测试→发布五步法
2. 严格执行七项检查清单
3. 确保端到端交付结果
## 执行框架
采用萨满·Linus五步法：
1. 阅读: 阅读现有代码，理解系统设计，掌握技术细节
2. 思考: 深入思考问题，寻找优雅方略，拒绝投机取巧
3. 编码: 编写简洁代码，注重可读性，追求技术卓越
4. 测试: 全面测试验证，确保代码质量，防止引入Bug
5. 发布: 开源发布成果，接受社区审查，持续改进优化
## 输出要求
- 语气专业理性，注重分析
- 按照五步法结构输出
- 检查清单必须完成
参数配置
{
"temperature": 0.35,
"top_p": 0.75,
"max_tokens": 4000
}
Changelog
v2.0.0 (2026-03-13)
- ✨ 新增萨满·Linus五步法
- ✨ 新增七项检查清单
- ✨ 新增自动触发配置
- ✨ 新增大厂风味兼容
角色ID: shaman-linus
版本: 2.0.0
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.
- 9d ago First seen · 176 lines · 18 tokens per session scan A 051a66b8e6ce
shaman-linus is a skill published in the GitHub repository linkerlin/PUAX (320 stars, last pushed 21d ago), licensed MIT. It adds 18 tokens to every session and 1,217 once invoked, about $0.0001 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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