热核安全审计_thermo-nuclear-review
以下为本文档的中文说明该技能对分支的变更进行全面的安全性和正确性审计。核心功能是对已检出的分支进行极其彻底的审查查找bug、破坏已有功能的变更、安全漏洞、开发者体验回退和功能门泄漏。使用场景包括需要进行热核级别的深度审查请求分支或PR差异审计关注bug、破坏性变更、安全问题、开发者体验回归和功能门泄漏。审查范围仅限于报告中新增或修改的代码——重点关注差异中的变更部分不报告未变更的现有代码中的漏洞。核心指导原则包括破坏功能检查——这是一个复杂的代码库存在大量跨包/模块的依赖关系简单的代码变更可能产生连锁影响安全漏洞扫描——极尽彻底地查找安全漏洞开发者体验回归——检查变更是否降低了开发者的使用体验。该技能的审查态度是极其严格、严谨、仔细、有抱负、专注——绝不让任何问题漏过。它适用于对代码质量要求极高的关键项目发布前的最终审查环节。Thermo Nuclear ReviewUse this skill for a comprehensive security and correctness audit of a checked-out branch.PromptYou are a security expert performing a comprehensive review of a checked out branch. Audit this branch and its changes extremely thoroughly for bugs, changes that break existing features/functionality, and security vulnerabilities. Be EXTREMELY thorough, rigorous, careful, ambitious, and attentive. NOTHING can slip through.ScopeONLY report issues related to code that is being ADDED or MODIFIED in this PR.Focus on changes in the diff.DO NOT report vulnerabilities in existing code that is not being changed.GuidelinesBreaking Functionality GuidelinesThis is a complex codebase, with many cross-package/module dependencies. Often simple code changes in one place have subtle interactions that break functionality elsewhere. You MUST be extremely thorough in tracing through possible side effects of the changes.Breaking Devex GuidelinesIt can be easy to break developers’ ability to run / build the code locally. You MUST catch changes that will impact users’ developer experience. Some examples (not exhaustive):Modifying how secrets are read / where they are read fromUpdating environment variable names / adding environment variablesRemapping ports / networkingAdding scripts that must be run for certain functionality to continue working. Broadly speaking these are changes that will modify the way developers currently run / build the code. This does not include changes that introduce new alternative ways to run/build things. Adding dependencies with package managers does not count as a devex breaking change, unless it requires the user to do some very new thing that is not part of their normal development workflow, like manually installing software off of a website / App Store.Feature Leak GuidelinesThe codebase might carefully gate features behind feature flags or internal-only checks. You MUST NOT allow any features that are meant to be behind a feature gate leak. These leaks are often subtle. Be VERY careful and thorough.Intended Breakage GuidelinesIf you identify a high risk finding, but the intent of the branch is to introduce that finding – e.g. break some functionality, remove a feature flag, remove a safeguard – AND the scope of the change is well constrained, you SHOULD NOT waste the author’s time by reporting the issue to them. However, if you believe it is likely that they are not aware of the full implications of their change, or you are worried that they are under-weighting the negative impacts (extreme example: a developer pushes a PR titled “Delete the database”), or you are worried that the change is actually malicious, you should still report the finding.Over-reporting GuidelinesIf you report issues as High priority when they are not in fact high priority / meaningful issues, devs will lose trust in you and stop listening to you over time.NEVER misreport the priority / importance of issues. Be extremely thorough in tracing issues end-to-end to gain complete, and total confidence before reporting.Final ResponseIF you have medium-to-high priority / risk findings, and there is a PR for this branch, then check the PR/MR discussion using gh/glab cli to see if there are comments from BugBot or others present.If so, take their findings into account. If they found issues you missed, evaluate them to determine if they are valid and include them in your report. If they found some of the same issues you did, see if there is anything from their findings that are worth incorporating into your response.Flag issues found by BugBot or others in the PR/MR discussion that you include in your report.Critical RulesNEVER present issues with unfinished research. E.g. Never say something like, “The client has issue X, but if handled in the backend then this is ok.” if you have access to the backend code and can check for yourself.You MUST wait to check the PR/MR discussion until AFTER you have performed your audit. This way you have fresheyes while you review.Be EXTREMELY thorough, rigorous, careful, ambitious, and attentive. NOTHING can slip through.

相关新闻

腾讯AI战略解析:Agent技术与产业落地路径

腾讯AI战略解析:Agent技术与产业落地路径

1. 腾讯AI产业大会核心议题解析2026年腾讯云AI产业应用大会以"Agent进场,效能生长"为主题,吸引了产业先行者、技术开发者与生态创新伙伴的广泛参与。这场爆满的盛会标志着AI技术正从概念热度转向实质性的产业落地阶段。腾讯集团高级执行副总裁…

2026/7/29 18:59:03 阅读更多 →
机器学习生产化:从模型上线到系统可信的工程实践

机器学习生产化:从模型上线到系统可信的工程实践

1. 为什么“模型上线”不是终点,而是系统性风险的起点? 你有没有经历过这样的场景:凌晨两点,手机突然震动,钉钉消息一条接一条弹出来——“风控决策延迟超时”“用户申请失败率飙升至32%”“实时反欺诈服务响应时间突破…

2026/7/29 18:33:45 阅读更多 →
SolidWorks快捷键从入门到精通:提升三维建模效率的完整指南

SolidWorks快捷键从入门到精通:提升三维建模效率的完整指南

在实际三维建模和机械设计工作中,SolidWorks 的操作效率很大程度上取决于对键盘快捷键的熟练程度。很多工程师习惯于依赖鼠标在菜单栏和工具栏之间反复点击,这不仅拖慢了设计节奏,也打断了连贯的建模思路。掌握一套系统、高效的快捷键&#x…

2026/7/29 17:47:26 阅读更多 →

最新新闻

如何3步搞定Web截图难题:modern-screenshot实战全解

如何3步搞定Web截图难题:modern-screenshot实战全解

如何3步搞定Web截图难题:modern-screenshot实战全解 【免费下载链接】modern-screenshot 📸 Quickly generate image from DOM node using HTML5 canvas and SVG. 项目地址: https://gitcode.com/gh_mirrors/mo/modern-screenshot 你是否曾为Web应…

2026/7/30 16:51:15 阅读更多 →
百度网盘提取码智能获取工具:5秒快速破解加密资源的完整指南

百度网盘提取码智能获取工具:5秒快速破解加密资源的完整指南

百度网盘提取码智能获取工具:5秒快速破解加密资源的完整指南 【免费下载链接】baidupankey 在线查询网盘提取码(维护中 rm repo) 项目地址: https://gitcode.com/gh_mirrors/ba/baidupankey 还在为百度网盘的加密资源而烦恼吗&#xf…

2026/7/30 16:51:15 阅读更多 →
二维矩阵中的高效二分查找实现与优化

二维矩阵中的高效二分查找实现与优化

1. 题目解析与核心思路 这道题目要求我们在一个二维矩阵中高效地查找目标值。矩阵有两个关键特性:每行中的整数按升序排列,且每行的第一个整数大于前一行的最后一个整数。这种特殊的排列方式让整个矩阵在逻辑上等同于一个有序的一维数组,这正…

2026/7/30 16:51:15 阅读更多 →
终极英雄联盟数据分析工具:一站式战绩查询与游戏提升指南

终极英雄联盟数据分析工具:一站式战绩查询与游戏提升指南

终极英雄联盟数据分析工具:一站式战绩查询与游戏提升指南 【免费下载链接】League-Toolkit An all-in-one toolkit for LeagueClient. Gathering power 🚀. 项目地址: https://gitcode.com/gh_mirrors/le/League-Toolkit 你是否想知道为什么总是卡…

2026/7/30 16:51:15 阅读更多 →
高版本Android抓包实战:逍遥模拟器+Burp Suite系统级证书方案

高版本Android抓包实战:逍遥模拟器+Burp Suite系统级证书方案

1. 项目概述:为什么高版本Android抓包成了“老大难”? 如果你做过移动端安全测试或者逆向分析,肯定遇到过这个头疼的问题:在Android 7.0(API 24)之后,系统对HTTPS流量的安全策略收紧了。简单来说…

2026/7/30 16:51:15 阅读更多 →
Prompt工程不是玄学:基于2376组A/B测试的指令设计公式(含数学推导+效果提升32.7%实证)

Prompt工程不是玄学:基于2376组A/B测试的指令设计公式(含数学推导+效果提升32.7%实证)

更多请点击: https://intelliparadigm.com 第一章:Prompt工程不是玄学:基于2376组A/B测试的指令设计公式(含数学推导效果提升32.7%实证) Prompt工程的本质是可控的信息映射过程,而非经验主义的“咒语调参”…

2026/7/30 16:50:15 阅读更多 →

日新闻

Windows驱动存储终极清理工具:DriverStoreExplorer完全指南

Windows驱动存储终极清理工具:DriverStoreExplorer完全指南

Windows驱动存储终极清理工具:DriverStoreExplorer完全指南 【免费下载链接】DriverStoreExplorer Driver Store Explorer 项目地址: https://gitcode.com/gh_mirrors/dr/DriverStoreExplorer 您是否曾因Windows系统盘空间不足而烦恼?是否遇到过设…

2026/7/30 0:00:13 阅读更多 →
如何3步掌握Video Download Helper:网页视频下载的完整实战指南

如何3步掌握Video Download Helper:网页视频下载的完整实战指南

如何3步掌握Video Download Helper:网页视频下载的完整实战指南 【免费下载链接】VideoDownloadHelper Chrome Extension to Help Download Video for Some Video Sites. 项目地址: https://gitcode.com/gh_mirrors/vi/VideoDownloadHelper 你是否曾经在浏览…

2026/7/30 0:00:13 阅读更多 →
“双减”后首个AI备课压力测试报告:覆盖32所中小学的176节AI辅助课,暴露4大隐性增负节点

“双减”后首个AI备课压力测试报告:覆盖32所中小学的176节AI辅助课,暴露4大隐性增负节点

更多请点击: https://intelliparadigm.com 第一章:AI 教师备课辅助 AI 教师备课辅助系统正逐步成为教育数字化转型的核心支撑工具,它并非替代教师,而是通过语义理解、知识图谱与多模态生成能力,将教师从重复性劳动中解…

2026/7/30 0:00:13 阅读更多 →

周新闻

深度学习道路桥梁裂缝检测系统 道路桥梁裂缝检测数据集 道路桥梁病害识别检测数据集

深度学习道路桥梁裂缝检测系统 道路桥梁裂缝检测数据集 道路桥梁病害识别检测数据集

深度学习道路桥梁裂缝检测系统 数据集6000张 完整源码已标注数据集训练好的模型环境配置教程程序运行说明文档,可以直接使用!系统支持图片、视频、摄像头等多种方式检测裂缝,功能强大实用。 1数据集6000张 8各类别

2026/7/29 22:18:20 阅读更多 →
深度学习YOLO模型如何训练 PUBG 绝地求生目标检测数据集

深度学习YOLO模型如何训练 PUBG 绝地求生目标检测数据集

pubg数据集 精选原图1.42万数据 1.49万标签 无任何重复、算法增强或冗余图像! pubg绝地求生目标检测数据集 1分类:e_body,14905个标签,txt格式 共计14244张图,99%为640*640尺寸图像 适合yolo目标检测、AI训练关键词&am…

2026/7/29 14:34:28 阅读更多 →
Apex英雄目标检测数据集 深度学习框架YOLO如何训练APEX数据集

Apex英雄目标检测数据集 深度学习框架YOLO如何训练APEX数据集

Apex检测数据集数据集详情检测类别: allies enemy tag图片总量:7247张训练集:5139张验证集:1425张测试集:683张标注状态:全部已标注,即拿即用数据格式:支持YOLO格式及其他格式&#…

2026/7/29 15:00:03 阅读更多 →

月新闻