Build Compiled Extensions
A-EVO-Lab/a-evolve
How to build C/C++/Cython/Fortran extensions and frameworks like Caffe, OpenCV, protobuf-dependent projects from source.
MaaEnd cpp-algo C++ 编码风格与工程规范指南。参考 MaaFramework 的优秀实践，规范命名、头文件、公共工具、错误处理、日志、CMake 等方面。在编写、修改或审查 agent/cpp-algo/ 下的 C++ 代码时使用。
Install Cpp Algo Style
$ npx skills add MaaEnd/MaaEnd --skill cpp-algo-style -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install MaaEnd/MaaEnd cpp-algo-style --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/MaaEnd/MaaEnd.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/cpp-algo-style .claude/skills/cpp-algo-style && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "cpp-algo-style" agent skill from https://github.com/MaaEnd/MaaEnd/tree/v2/.agents/skills/cpp-algo-style into .claude/skills/cpp-algo-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cpp-algo-style", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/MaaEnd/MaaEnd/tree/v2/.agents/skills/cpp-algo-styleType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add MaaEnd/MaaEnd --skill cpp-algo-style -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install MaaEnd/MaaEnd cpp-algo-style --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MaaEnd/MaaEnd.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/cpp-algo-style .agents/skills/cpp-algo-style && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cpp-algo-style" agent skill from https://github.com/MaaEnd/MaaEnd/tree/v2/.agents/skills/cpp-algo-style into .agents/skills/cpp-algo-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cpp-algo-style", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add MaaEnd/MaaEnd --skill cpp-algo-style -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install MaaEnd/MaaEnd cpp-algo-style --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MaaEnd/MaaEnd.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/cpp-algo-style .cursor/skills/cpp-algo-style && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "cpp-algo-style" agent skill from https://github.com/MaaEnd/MaaEnd/tree/v2/.agents/skills/cpp-algo-style into .cursor/skills/cpp-algo-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cpp-algo-style", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/MaaEnd/MaaEnd.git --path .agents/skills/cpp-algo-style--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add MaaEnd/MaaEnd --skill cpp-algo-style -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install MaaEnd/MaaEnd cpp-algo-style --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MaaEnd/MaaEnd.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/cpp-algo-style .gemini/skills/cpp-algo-style && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "cpp-algo-style" agent skill from https://github.com/MaaEnd/MaaEnd/tree/v2/.agents/skills/cpp-algo-style into .gemini/skills/cpp-algo-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cpp-algo-style", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install MaaEnd/MaaEnd cpp-algo-styleInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add MaaEnd/MaaEnd --skill cpp-algo-style -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/MaaEnd/MaaEnd.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/cpp-algo-style .github/skills/cpp-algo-style && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "cpp-algo-style" agent skill from https://github.com/MaaEnd/MaaEnd/tree/v2/.agents/skills/cpp-algo-style into .github/skills/cpp-algo-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cpp-algo-style", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add MaaEnd/MaaEnd --skill cpp-algo-style -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install MaaEnd/MaaEnd cpp-algo-style --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MaaEnd/MaaEnd.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/cpp-algo-style .opencode/skills/cpp-algo-style && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "cpp-algo-style" agent skill from https://github.com/MaaEnd/MaaEnd/tree/v2/.agents/skills/cpp-algo-style into .opencode/skills/cpp-algo-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cpp-algo-style", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
cpp-algo-style- GitHub stars
- 4k
- Token cost
- ~2.3k tokens
- SKILL.md length
- 509 words
- Files
- 2
- Skills in repo
- 14
- Repo updated
- First seen
- Licence
- AGPL-3.0
At a glance
MaaEnd cpp-algo C++ 编码风格与工程规范指南。参考 MaaFramework 的优秀实践，规范命名、头文件、公共工具、错误处理、日志、CMake 等方面。在编写、修改或审查 agent/cpp-algo/ 下的 C++ 代码时使用。
- Works in 12 steps: 命名规范 → 头文件规范 → 公共工具复用（消除重复代码） → …
- Mobile work in your project
- SKILL.md covers 1. 命名规范, 2. 头文件规范, 3. 公共工具复用（消除重复代码） and 4. 命名空间, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Cpp Algo Style is an agent skill from MaaEnd/MaaEnd. MaaEnd cpp-algo C++ 编码风格与工程规范指南。参考 MaaFramework 的优秀实践，规范命名、头文件、公共工具、错误处理、日志、CMake 等方面。在编写、修改或审查 agent/cpp-algo/ 下的 C++ 代码时使用。
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `reference.md`).
It sits in Mobile. It works with C++ and OpenCV. The repository describes itself as: MaaEnd 终末地小助手：基于视觉 AI 的「明日方舟：终末地」自动化工具. The licence is AGPL-3.0.
When your agent uses it
- Mobile work in your project
Example prompts
- “/cpp-algo-style”
Workflow steps
12 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 047c8bf. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are cpp and cmake).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Cpp Algo Style loads about 2.3k tokens when it runs. Until then it costs about 35 tokens; SKILL.md has 509 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from MaaEnd/MaaEnd at commit 047c8bf, republished under its AGPL-3.0 licence (© MaaEnd). 509 words, ~2,335 tokens.
Download SKILL.mdSave it as
.claude/skills/cpp-algo-style/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- cpp-algo-style
- description
- MaaEnd cpp-algo C++ 编码风格与工程规范指南。参考 MaaFramework 的优秀实践，规范命名、头文件、公共工具、错误处理、日志、CMake 等方面。在编写、修改或审查 agent/cpp-algo/ 下的 C++ 代码时使用。
cpp-algo C++ 编码风格指南
本指南以 MaaFramework 源码为标杆，针对 cpp-algo 中已知的工程缺陷制定规范。
1. 命名规范
cpp-algo 当前最严重的问题是 命名风格不统一，同一个项目中混用了多种约定。
必须遵循的规则
| 元素 | 风格 | 示例 |
|---|---|---|
| 类 / 结构体 / 枚举 | PascalCase | MapLocator, MatchFeature |
| 成员函数 | camelCase | initialize(), resetTrackingState() |
| 自由函数 | PascalCase（对外）/ snake_case（内部工具） | CreateInputBackend() |
| 成员变量 | snake*case + 尾下划线 * | locator_, current_zone_id_ |
| 局部变量 | snake_case | search_rect, fine_result |
| 常量（constexpr） | k 前缀 + PascalCase | kDefaultMinimapRoi, kMaxLostFrames |
| 宏 | ALL_CAPS | MAA_TRUE, LOG_ARGS |
| 命名空间 | lowercase | maplocator, mapnavigator |
| 模板参数 | 后缀 _t 或 PascalCase | Item_t, OutT |
| 枚举值 | PascalCase | TrackingLost, ScreenBlocked |
已知违规（修改时顺手修复）
MapPosition中zoneId、sliceIndex等用了 camelCase 成员，应改为zone_id_、slice_index_TrackingConfig中maxNormalSpeed、screenBlockedThreshold同理MatchStrategy中_isBase（前导下划线）应改为is_base_- 常量
MinimapROIOriginX、MaxLostTrackingCount、MinMatchScore缺少k前缀
2. 头文件规范
Include Guard
统一使用 #pragma once（已做到）。
Include 顺序
按以下分组排列，组间空行分隔：
- 本
.cpp对应的.h - C++ 标准库
<algorithm>,<string>... - 第三方库
<opencv2/...>,<meojson/json.hpp>,<onnxruntime/...> - MaaFramework
<MaaFramework/...>,<MaaUtils/...> - 本项目头文件
"MapTypes.h","../utils.h"
OpenCV 引入
必须 通过 <MaaUtils/NoWarningCV.hpp> 引入 OpenCV，禁止直接 <opencv2/opencv.hpp>。这是 MaaFramework 的统一做法，用于抑制编译器警告。
当前违规文件：MatchStrategy.h、MotionTracker.h、YoloPredictor.h 直接引入了 <opencv2/opencv.hpp>。
MaaFramework 头文件引号
对外部依赖（MaaFramework、第三方库）统一使用尖括号 <>，对本项目内部头文件使用双引号 ""。
3. 公共工具复用（消除重复代码）
cpp-algo 中存在多处 重复实现，必须提取到公共头文件。
必须提取的工具
ScopedImageBuffer — 当前在 MapLocateAction.cpp、position_provider.cpp、adb_input_backend.cpp 三处重复定义，应提取到公共头文件（如 source/common/scoped_buffer.h）：
class ScopedImageBuffer
{
public:
ScopedImageBuffer() : buffer_(MaaImageBufferCreate()) {}
~ScopedImageBuffer() { MaaImageBufferDestroy(buffer_); }
ScopedImageBuffer(const ScopedImageBuffer&) = delete;
ScopedImageBuffer& operator=(const ScopedImageBuffer&) = delete;
MaaImageBuffer* Get() const { return buffer_; }
private:
MaaImageBuffer* buffer_;
};DetectControllerType — 当前在 MapLocateAction.cpp、position_provider.cpp、backend.cpp 三处重复实现，应提取到 controller_type_utils.h。
MAA_TRUE / MAA_FALSE 宏 — 在多个 .cpp 中条件定义。应在一个公共头文件中统一处理，或直接使用 MaaBool 的 1 / 0。
新增公共工具的原则
- 在
source/common/下建立公共头文件 - 跨模块（MapLocator / MapNavigator）共用的工具放这里
- 模块内部工具放在模块自己的匿名命名空间或
detail命名空间中
4. 命名空间
正确做法
- 顶层按模块分：
maplocator、mapnavigator - 后端按层级嵌套：
mapnavigator::backend::adb - 实现细节用匿名命名空间（
namespace { }在.cpp中）
避免的问题
utils::SleepFor 嵌套在 mapnavigator 命名空间中（navi_math.h），而 source/utils.h 是另一个全局工具头。这造成了命名空间语义冲突。应将通用工具统一放入 source/common/。
5. 类设计
推荐模式（参考 MaaFramework）
- PIMPL：对外暴露的复杂类使用 PIMPL 隐藏实现（
MapLocator已正确使用） - NonCopyable：需要禁止拷贝的类应明确
= delete拷贝构造和赋值（ScopedImageBuffer已做到，但建议提取基类或用宏） - Strategy 模式：
IMatchStrategy+ Factory 的设计是好的，保持 - RAII：资源获取即初始化，析构时释放（
ScopedImageBuffer是好例子）
需要改进的点
NavigationStateMachine持有多个裸指针（ActionWrapper*等），生命周期依赖调用者保证——应添加注释说明所有权语义，或使用std::shared_ptr/std::weak_ptr- 全局单例
getOrInitLocator()使用static std::shared_ptr——可接受但应注意线程安全和测试性
6. 日志规范
遵循 maa-logging skill 的完整指南。此处强调 cpp-algo 特有的问题：
禁止高频大量日志
YOLO 推理中每帧输出完整 softmax 向量是 严重性能问题：
// 错误 — 每帧打印完整分类向量
LogInfo << "YOLO Raw All:" << yoloClassNames << std::vector<float>(...);
// 正确 — 仅输出关键结果，详细信息用 LogTrace
LogDebug << "YOLO:" << VAR(predicted_name) << VAR(max_conf);
LogTrace << "YOLO all scores:" << scores;日志级别选择
| 场景 | 级别 |
|---|---|
| 初始化成功/失败、关键状态变更 | LogInfo |
| 定位结果、导航阶段切换 | LogInfo |
| 匹配分数、中间计算 | LogDebug |
| 完整矩阵/向量数据 | LogTrace |
| 可恢复异常（追踪丢失） | LogWarn |
| 不可恢复错误 | LogError |
7. 错误处理
模式
- 返回
bool/std::optional表示成功/失败 - 失败路径
LogError+ 早期return - OpenCV 操作用
try/catch保护（CoreMatch中已有，应推广到其他 cv 调用密集处） - MaaFramework C API 返回值必须检查
禁止
- 静默忽略错误
- 假设指针非空而不检查
8. 现代 C++ 用法
项目目标 C++20，应积极使用现代特性：
| 推荐 | 示例 |
|---|---|
std::optional | 返回可能失败的结果 |
| 指定初始化器 | LocateResult { .status = ..., .position = ... } |
std::filesystem | 路径操作（转字符串必须走 MaaUtils，见下） |
std::format | 字符串格式化（替代 std::stringstream） |
std::ranges | 容器算法链（controller_type_utils.h 中已用） |
constexpr | 编译期常量 |
| 结构化绑定 | auto [x, y] = getPosition(); |
| smart pointers | std::unique_ptr / std::shared_ptr 管理资源 |
Show full SKILL.md (203 more words)Show less
路径与编码（禁止 path::string()）
std::filesystem::path 与窄字符串之间的转换一律走 MaaUtils，头文件 <MaaUtils/Platform.h>、<MaaUtils/ImageIo.h>。
两个方向都禁止用标准库的默认转换：
path.string()在 MSVC 上把原生宽字符路径转成系统 ANSI 码页，用户名含非 ASCII 字符（中文、俄文、emoji）时抛std::system_error，Windows 错误码 1113 "No mapping for the Unicode character exists in the target multi-byte code page"。抛点常在错误消息拼接里，于是真实故障被这个异常盖掉。std::filesystem::path p(utf8_string)反过来把 UTF-8 字节按 ANSI 解读，路径静默指向错误位置。窄字符串隐式转path的地方同样中招（dir / (name + ".png")、std::ofstream(narrow_string)、把std::string传给收const path&的函数）。
| 场景 | 写法 |
|---|---|
| path → 文本（日志、错误消息、键） | MAA_NS::path_to_utf8_string(p) |
| UTF-8 文本 → path | MAA_NS::path(s) |
| 读写图片 | MAA_NS::imread(p, flags) / MAA_NS::imwrite(p, img) |
| 同名文件换后缀 | auto q = p; q += ".tmp";（后缀是 ASCII，码页无关） |
| gzip 打开 | Windows 走 gzopen_w(p.c_str()) |
std::ifstream / std::ofstream 直接收 path，别先转成字符串。#ifdef _WIN32 的 POSIX 分支里 path::string() 只是取原生字节、不做码页转换，可以保留。
同一条路径既要当 map 键又要传给下游时，留住 path 对象传下游，path_to_utf8_string 只用来生成键。
X-Macro 的使用
NAVI_ACTION_TYPES(X) 宏用于生成枚举和字符串映射。这种模式可以接受，但应：
- 在宏定义处添加注释解释用途
- 确保使用
#undef清理临时宏
9. 魔法数字
cpp-algo 中散布大量硬编码阈值（0.43、4.5、0.85、0.55 等）。
规则
- 所有阈值 必须定义为
constexpr命名常量，带k前缀 - 常量定义集中放在对应模块的 config 结构体或头文件顶部
- 必须附带注释说明物理含义和调优依据
// 错误
if (score < 0.55) { return false; }
// 正确
constexpr double kGlobalSearchPassThreshold = 0.55; // 全局搜索及格线，容忍 UI 遮挡 + 光影
if (score < kGlobalSearchPassThreshold) { return false; }10. CMake 规范
禁止 file(GLOB_RECURSE)
当前 source/CMakeLists.txt 使用 file(GLOB_RECURSE) 自动收集源文件。CMake 官方文档明确不推荐此做法（新增/删除文件不会触发重新配置）。
应改为显式列出源文件：
target_sources(cpp-algo PRIVATE
main.cpp
MapLocator/MapLocator.cpp
MapLocator/MapLocateAction.cpp
# ...
)清理未使用变量
${cpp_algo_header} 从未定义却被引用，应清除。
11. 文件命名
| 元素 | 风格 | 示例 |
|---|---|---|
| 类对应的文件 | PascalCase | MapLocator.h, MapLocator.cpp |
| 工具/非类文件 | snake_case | controller_type_utils.h, navi_math.h |
| 目录 | PascalCase（模块）/ snake_case（工具） | MapLocator/, Backend/Adb/ |
当前 my_reco_1/ 是示例模板目录，如果保留应重命名为有意义的名称。
12. 注释语言
- 代码注释使用 中文 或 英文 均可，但单个文件内保持一致
- 对外接口（
.h中的 public 方法）建议英文注释 - 算法实现细节（
.cpp中）用中文注释解释"为什么"是可以的（当前做得好的部分）
审查清单
修改 cpp-algo 代码时，对照检查：
- 命名风格是否符合上表
- 是否引入了重复代码（检查是否已有公共工具）
- OpenCV 是否通过
NoWarningCV.hpp引入 - 路径转换是否走
MAA_NS::path/path_to_utf8_string/imread/imwrite，有没有裸path::string()或窄字符串构造path - 日志级别是否合理，是否避免了高频大量输出
- 新常量是否有
k前缀和注释 - 错误路径是否有日志和合理返回值
- 新文件是否加入了 CMakeLists.txt 的显式列表（如已迁移）
- Action 注册名变化是否已同步到
tools/schema/custom.action.schema.json的enum - Recognition 注册名变化是否已同步到
tools/schema/custom.recognition.schema.json的enum - 参数变化是否已同步到上述文件或
tools/schema/components/，删除内容是否已清理旧规则和$ref
详细的命名对照和重构示例见 reference.md。
© MaaEnd, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in .agents/skills/cpp-algo-style of MaaEnd/MaaEnd.
- SKILL.md
- reference.md
Open the folder on GitHubat commit 047c8bf
Compare with similar skills
Cpp Algo Style next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Cpp Algo Style this skillMaaEnd/MaaEnd | 4k | — | ~2.3k | Automated safety check: Pass | AGPL-3.0 | |
| Build Compiled ExtensionsA-EVO-Lab/a-evolve | 805 | — | ~416 | Automated safety check: Pass | None | |
| Generating Python Installeraffaan-m/ECC | 274k | 1 repos | ~6.1k | Automated safety check: Pass | MIT | |
| Opencv Bioimage Analysisjaechang-hits/SciAgent-Skills | 370 | 1 repos | ~3.9k | Automated safety check: Pass | Apache-2.0 | |
| Fory Version Bumpapache/fory | 4.6k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Fory Performance Optimizationapache/fory | 4.6k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 |
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Questions about Cpp Algo Style
What does Cpp Algo Style do?
MaaEnd cpp-algo C++ 编码风格与工程规范指南。参考 MaaFramework 的优秀实践，规范命名、头文件、公共工具、错误处理、日志、CMake 等方面。在编写、修改或审查 agent/cpp-algo/ 下的 C++ 代码时使用。. Cpp Algo Style is an agent skill from MaaEnd/MaaEnd.
When should I use Cpp Algo Style?
Cpp Algo Style fits situations like: mobile work in your project.
How do I install Cpp Algo Style in Claude Code?
Run `npx skills add MaaEnd/MaaEnd --skill cpp-algo-style -a claude-code`. Or copy the skill folder (.agents/skills/cpp-algo-style in MaaEnd/MaaEnd) into .claude/skills/cpp-algo-style in your project. Claude Code loads it when a task matches its description.
How do I install Cpp Algo Style in Codex?
Run `npx skills add MaaEnd/MaaEnd --skill cpp-algo-style -a codex`. Or copy the skill folder (.agents/skills/cpp-algo-style in MaaEnd/MaaEnd) into .agents/skills/cpp-algo-style in your project. Codex loads it when a task matches its description.
Can I use Cpp Algo Style in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add MaaEnd/MaaEnd --skill cpp-algo-style -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cpp-algo-style, .gemini/skills/cpp-algo-style, .github/skills/cpp-algo-style and .opencode/skills/cpp-algo-style in your project.
What does Cpp Algo Style need to run?
SKILL.md names no scripts, command-line tools or credentials: Cpp Algo Style is instructions for the agent only.
Does Cpp Algo Style access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Cpp Algo Style safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Cpp Algo Style use?
Cpp Algo Style is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Cpp Algo Style use?
About 2.3k tokens (SKILL.md is roughly 9.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Cpp Algo Style?
Skills that share tags, products or a category with Cpp Algo Style: Build Compiled Extensions (A-EVO-Lab/a-evolve, 805 stars), Generating Python Installer (affaan-m/ECC, 274k stars), Opencv Bioimage Analysis (jaechang-hits/SciAgent-Skills, 370 stars) and Fory Version Bump (apache/fory, 4.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Cpp Algo Style?
MaaEnd (a GitHub organization) maintains it in MaaEnd/MaaEnd, which has 3,982 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on October 7, 2026.
Source: MaaEnd/MaaEnd on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.