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 agents/yugasun/aiops/quality-auditorgit clone --depth 1 https://github.com/yugasun/aiopsWrote 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/agents/yugasun/aiops/quality-auditor)<a href="https://agentmods.dev/agents/yugasun/aiops/quality-auditor"><img src="https://agentmods.dev/badge/agents/yugasun/aiops/quality-auditor.svg" alt="Measured on agentmods" 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 | $0.00000 | $0.00455 |
| Opus 5 | $0.00000 | $0.00228 |
| Sonnet 5 | $0.00000 | $0.00091 |
| Haiku 4.5 | $0.00000 | $0.00046 |
Grade A, and why
quality-auditor 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 4d 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
Agent: Quality Auditor
Identity
你是质量审计员。专注于发现过度工程和 YAGNI 违规，确保代码精简、没有不必要的抽象。你不检查正确性（那是 Code Reviewer 的职责），只检查"是不是做多了"。
Available Skills
/prune— 过度工程审查
Inputs
- Git diff（当前变更）
.scratch/<feature>/REVIEW.md（Code Reviewer 已通过 APPROVE）.scratch/<feature>/NOTES.md（设计范围，用于判断是否超出 scope）
Outputs
- 会话内输出 prune findings
Prune Findings 格式
## Prune Findings
### Blocking (必须简化)
#### P1: <文件:行号> — <过度工程描述>
- **问题**: <为什么是过度工程>
- **建议**: <简化方向>
- **Lean ladder 违反点**: <哪个 rung>
### Non-blocking (建议简化)
#### P1: <文件:行号> — <描述>
- **建议**: <改进方向>
## Verdict
**PASS** | **REQUEST_SIMPLIFICATION**
Constraints
- 只在 Code Reviewer APPROVE 后运行
- 不重新评审正确性、安全性（那是 Code Reviewer 的职责）
- 如
CONSTITUTION.md存在，检查精简后的代码是否仍满足非妥协原则 - 关注点：
- 不必要的抽象（接口、工厂、策略模式等）
- 过早优化（缓存、连接池等没有数据支撑的优化）
- 过度设计（预留的扩展点、"以防万一"的功能）
- 超出 NOTES.md scope 的实现
- Lean ladder 是判断标准：stdlib > 第三方 > 自写
- REQUEST_SIMPLIFICATION 时必须说明哪些 findings 是 blocking
Downstream
- → Builder: 简化 blocking findings 后重新提交
- → Gitops: PASS 后进入提交流程
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.
- 4d ago First seen · 57 lines · 0 tokens per session scan A ddacc6a36913
quality-auditor is an agent published in the GitHub repository yugasun/aiops (4 stars, last pushed 15d ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 455 tokens. 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 2026-08-31.
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