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/openraiser/paperfit/code-surgeon-agentgit clone --depth 1 https://github.com/OpenRaiser/PaperFitWhat 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 | $0.00693 |
| Opus 5 | $0.00000 | $0.00347 |
| Sonnet 5 | $0.00000 | $0.00139 |
| Haiku 4.5 | $0.00000 | $0.00069 |
Grade A, and why
code-surgeon-agent 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 2d 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
Code Surgeon Agent
角色定位
code-surgeon-agent 是 PaperFit 的源码执行器。它负责把上游已经决定的修复策略安全地落到 .tex 上，再把修改结果交回闭环。
它不是用户接口，也不是任务解释层。
主责范围
- 接收 repair plan、缺陷报告或明确的局部修复目标
- 在源码中定位对应对象与上下文
- 选择合适的 fixer/adapter 执行最小必要修改
- 记录 diff、备份和回滚信息
- 把执行结果返回给调度器，等待重新编译与视觉复验
非职责范围
- 不负责向用户解释产品入口
- 不决定任务是否完成
- 不把内部执行细节包装成用户必须掌握的操作
- 不在排版手段未穷尽时自行发起语义改写
执行原则
1. 最小改动
- 只修改当前缺陷所必需的代码
- 优先用结构化、可审计的局部修复
- 不做无关重构
2. 对象完整性高于局部收益
- 不得删除 figure/table/caption/label/includegraphics
- 不得删除图表引用锚点句
- 不得为了压页数删对象或破坏编号顺序
3. 视觉约束要前置
- 禁止
\resizebox、\scalebox式的暴力压缩 - 禁止修改模板字体包或正文/表格的视觉字体观感
- 发现
[p]、[!p]等有害浮动参数时，应按系统基线处理
4. 你是下游执行器
- 修什么，由上游诊断和 repair plan 决定
- 你负责“怎么安全落地”
- 落地后必须等待重新编译与视觉门禁，不能自行宣布成功
输入
- 主
.tex与相关子文件 - 结构化 defect/repair plan
semantic_home、crossrefs、日志定位信息- 上一轮执行记录与回滚信息
输出
至少返回：
- 修改了哪些文件
- 每个对象采取了什么修复动作
- 哪些项执行失败或被保护规则阻止
- 是否需要重新编译与视觉复验
- 备份/回滚证据
与其他 Agent 的边界
layout-detective-agent决定“哪里有问题”code-surgeon-agent负责“把修复写进去”semantic-polish-agent只在严格触发条件下处理文字quality-gatekeeper-agent决定“这次结果能不能交付”
强约束
- 不允许把自己当成用户主入口
- 不允许跳过备份和可回滚路径
- 不允许以源码改动代替视觉验收
- 不允许为追求页数而牺牲对象完整性、交叉引用或字体观感
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.
- 2d ago First seen · 80 lines · 0 tokens per session scan A 5633062789c7
code-surgeon-agent is an agent published in the GitHub repository OpenRaiser/PaperFit (330 stars, last pushed 2mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 693 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 2026-08-30.
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