Qt C++ Code Review
x-tools-author/x-tools
Read-only review of Qt6 C++ code that combines a deterministic lint script with six parallel analysis agents and reports only high-confidence issues.
Runs a seven-dimension code review on a finished feature, comparing the diff against a base branch and the feature's spec, design and task files.
SKILL.md written in Chinese; this summary is our English description.
Install Feature-Level Code Review
$ npx skills add dataelement/bisheng --skill code-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install dataelement/bisheng code-review --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/dataelement/bisheng.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.cursor/skills/code-review .claude/skills/code-review && 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 "code-review" agent skill from https://github.com/dataelement/bisheng/tree/main/.cursor/skills/code-review into .claude/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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/dataelement/bisheng/tree/main/.cursor/skills/code-reviewType 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 dataelement/bisheng --skill code-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install dataelement/bisheng code-review --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dataelement/bisheng.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.cursor/skills/code-review .agents/skills/code-review && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "code-review" agent skill from https://github.com/dataelement/bisheng/tree/main/.cursor/skills/code-review into .agents/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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 dataelement/bisheng --skill code-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install dataelement/bisheng code-review --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dataelement/bisheng.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.cursor/skills/code-review .cursor/skills/code-review && 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 "code-review" agent skill from https://github.com/dataelement/bisheng/tree/main/.cursor/skills/code-review into .cursor/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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/dataelement/bisheng.git --path .cursor/skills/code-review--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 dataelement/bisheng --skill code-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install dataelement/bisheng code-review --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dataelement/bisheng.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.cursor/skills/code-review .gemini/skills/code-review && 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 "code-review" agent skill from https://github.com/dataelement/bisheng/tree/main/.cursor/skills/code-review into .gemini/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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 dataelement/bisheng code-reviewInstalls 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 dataelement/bisheng --skill code-review -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/dataelement/bisheng.git skills-src && mkdir -p .github/skills && cp -r skills-src/.cursor/skills/code-review .github/skills/code-review && 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 "code-review" agent skill from https://github.com/dataelement/bisheng/tree/main/.cursor/skills/code-review into .github/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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 dataelement/bisheng --skill code-review -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install dataelement/bisheng code-review --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dataelement/bisheng.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.cursor/skills/code-review .opencode/skills/code-review && 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 "code-review" agent skill from https://github.com/dataelement/bisheng/tree/main/.cursor/skills/code-review into .opencode/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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
code-review- GitHub stars
- 12k
- Token cost
- ~1k tokens
- SKILL.md length
- 324 words
- Files
- 1
- Skills in repo
- 10
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Runs a seven-dimension code review on a finished feature, comparing the diff against a base branch and the feature's spec, design and task files.
- Works in 5 steps: 执行 git diff 2.5.0-PM...HEAD --stat… → 执行 git diff 2.5.0-PM...HEAD 获取完整 diff → 对照 Feature 的 spec.md、design.md 和 tasks.md → …
- Reviewing a finished feature branch before merging it
- SKILL.md covers 描述, 触发, 审查流程 and 7 维度审查框架, plus 2 more sections
- Calls git
What it does
This is a pre-merge review for a whole feature rather than a single commit, run with a `--base` branch option. The agent lists the changed files and the full diff between that branch and HEAD, reads the feature's `spec.md`, `design.md` and `tasks.md`, works through seven review dimensions in turn and writes up a review report.
The dimensions are boundary conditions, permissions and authentication, concurrency safety, information leakage, test coverage, code style and documentation sync. The checklists are tuned to the BISHENG codebase, with items such as a layered permission chain backed by OpenFGA, tenant isolation, idempotent Celery tasks, DDD layering and ruff formatting. The documentation check requires a `design.md` and treats a missing one as a blocking issue. The excerpt ends partway through that last dimension.
When your agent uses it
- Reviewing a finished feature branch before merging it
- Checking a diff against the feature's spec, design and task files
- Auditing a change for permission, tenant isolation and data leakage problems
Example prompts
- “Run a feature-level code review against the release branch before I merge.”
- “Review this branch against spec.md and tasks.md and report anything blocking.”
- “Check that the new endpoints enforce authentication and have tests.”
Requirements
- A Git repository with the base branch available
- Feature `spec.md`, `design.md` and `tasks.md` files
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- 执行 git diff 2.5.0-PM...HEAD --stat 获取变更文件列表
- 执行 git diff 2.5.0-PM...HEAD 获取完整 diff
- 对照 Feature 的 spec.md、design.md 和 tasks.md
- 按 7 维度逐一审查
- 输出审查报告
What it can do on your machine
Read from SKILL.md and the folder at commit cb9b77a. 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
Shell commands in SKILL.md call:
git
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
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
Feature-Level Code Review loads about 1k tokens when it runs. Until then it costs about 32 tokens; SKILL.md has 324 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 dataelement/bisheng at commit cb9b77a, republished under its Apache-2.0 licence (© dataelement). 324 words, ~1,046 tokens.
Download SKILL.mdSave it as
.claude/skills/code-review/SKILL.md (or your agent's skills folder).- name
- code-review
- description
- L2 特性级多维度代码审查。Feature 全部任务完成后执行。 用法：/code-review --base <branch> TRIGGER when: 用户运行 /code-review，或在 merge 前要求特性级代码审查。
Skill: code-review
描述
L2 特性级多维度代码审查。Feature 全部任务完成后执行。
触发
/code-review --base 2.5.0-PM审查流程
- 执行
git diff 2.5.0-PM...HEAD --stat获取变更文件列表 - 执行
git diff 2.5.0-PM...HEAD获取完整 diff - 对照 Feature 的
spec.md、design.md和tasks.md - 按 7 维度逐一审查
- 输出审查报告
7 维度审查框架
维度 1：边界条件
| 检查项 | 说明 |
|---|---|
| null/None 处理 | 外部输入是否校验 None/空字符串 |
| 空集合 | 列表/字典为空时是否正确处理（不抛异常） |
| 数值边界 | 分页 page/size 合法性、ID 为 0/-1 |
| 字符串长度 | 数据库字段长度限制是否在 API 层校验 |
| 超时处理 | 外部调用（LLM/MCP/HTTP）是否设置超时 |
| 分页溢出 | 请求超出总页数时返回空列表而非错误 |
维度 2：权限与认证
| 检查项 | 说明 |
|---|---|
| 认证注入 | 需要认证的端点是否使用 UserPayload = Depends(UserPayload.get_login_user) |
| 五级权限链路 | 是否遵循：super_admin → tenant 归属 → tenant admin → ReBAC → RBAC 菜单 |
| PermissionService | 权限检查是否走 PermissionService.check() 而非直接查旧表 |
| 资源授权 | 创建资源时是否调用 PermissionService.authorize() 写入 owner 元组 |
| tenant_id 隔离 | 跨租户访问是否被阻止（SQLAlchemy event 自动注入） |
| WebSocket 认证 | WS 端点是否使用 UserPayload.get_login_user_from_ws |
维度 3：并发安全
| 检查项 | 说明 |
|---|---|
| OpenFGA 双写 | MySQL + OpenFGA 写入是否有失败补偿（failed_tuples 表） |
| 数据库事务 | 多表写入是否在同一事务内 |
| Celery 幂等 | 异步任务是否支持重试不产生副作用 |
| 竞态条件 | 并发创建同名资源是否有唯一约束或乐观锁 |
| 会话状态 | Redis 缓存读写是否考虑过期和并发更新 |
维度 4：信息泄漏
| 检查项 | 说明 |
|---|---|
| 硬编码敏感信息 | 代码中无明文密码/密钥/token |
| 错误信息 | 异常响应不暴露堆栈/SQL/内部路径 |
| 日志脱敏 | logger 输出中敏感字段已脱敏 |
| 前端暴露 | 前端代码不包含后端 IP/密钥/内部 API 路径 |
| tenant_id 泄漏 | API 响应不向前端返回其他租户的 tenant_id |
维度 5：测试覆盖
| 检查项 | 说明 |
|---|---|
| Service 测试 | 核心 Service 方法有单元测试（mock DAO） |
| API 测试 | 新端点有集成测试（happy path + 主要 error path） |
| AC 覆盖 | spec 中每条 AC 都有对应测试或手动验证 |
| 错误路径 | 权限拒绝、参数校验失败等错误路径有测试 |
| 测试质量 | mock 合理，不 mock 掉核心逻辑 |
务实适配：当前测试基础薄弱，降低阈值但要求核心 Service 方法必须有测试。 前端暂用手动验证替代（tasks.md 中有「手动验证」描述即可）。
维度 6：代码风格
| 检查项 | 说明 |
|---|---|
| DDD 分层 | 新代码在正确的层级（domain/services vs api/endpoints） |
| 命名一致 | DAO/Service/错误码命名遵循项目约定 |
| 代码重复 | 无复制粘贴式重复逻辑（应提取到 Service 或工具函数） |
| 未使用代码 | 无 dead code、注释掉的代码块、空函数 |
| 格式化 | Python 代码通过 ruff check（hook 自动处理） |
维度 7：文档同步（design.md 现状快照）
目的：确保 feature 合入后，新 agent 接手时读 design.md 能 5 分钟建立准确认知 —— 没有过期描述、没有缺失的反直觉坑、没有未声明的对外契约。
| 检查项 | 说明 | 严重度 |
|---|---|---|
| design.md 存在 | feature 目录下有 design.md（按 features/_templates/design.md 起的稿） | HIGH（缺失直接 NEEDS_FIX） |
| 决策同步 | diff 中新增/替换的关键技术决策（数据格式、配对/匹配策略、同步 vs 异步、二进制依赖等）在 §3 方案对比有记录，且给出"何时该重新考虑" | HIGH |
| 数据流/契约同步 | diff 触及 API 路径 / 请求响应字段 / 内部 Service 入参出参 / 数据库新表新字段 / 关键文件职责变化 → §4.1 数据流、§4.2 字段约定、§4.3 模块职责对应章节已更新 | HIGH |
| 已知坑同步 | 修了一个"代码里看不出的"反直觉 bug（典型：上游字段格式不符合直觉、运行时值与文档不符、必须的兜底逻辑）→ §5 已知坑 表新增一行（带"如果不知道会怎样"+"在哪处理"） | HIGH |
| 契约/依赖同步 | 新增对外 endpoint / 新依赖 chat/knowledge/permission 等模块的隐式契约 / 新增系统二进制依赖 → §6 Outgoing / Incoming 已补 | HIGH |
| 修订历史 | §修订历史 末尾追加了本次 feature 完成的条目（日期 + 改动 + 触发原因） | MEDIUM |
| 与 spec 不冲突 | design.md 对当前实现的描述未与 spec.md AC 矛盾（spec 是不变目标，design 是当前实现，二者口径必须对齐） | HIGH |
判定要点：
- 若 design.md 与代码现状偏离 → 必须修复（视为 HIGH），不能合入
- 仅本地小修小补（不改变对外行为、不引入新坑、不动决策）→ 本维度全 PASS 即可
- design.md 不存在但已在 SDD 流程要求之内 → HIGH，要求按模板补全后再审
判定规则
| 结果 | 条件 | 动作 |
|---|---|---|
| PASS | 无 HIGH 或 MEDIUM | 可合并 |
| PASS_WITH_WARNINGS | 仅 MEDIUM 级 | 可合并，记录待改进 |
| NEEDS_FIX | 有 HIGH 级 | 修复后重审（最多 2 轮） |
输出格式
# Code Review Report
**Feature**: <feature_name>
**Review scope**: <描述>
**Base branch**: 2.5.0-PM
**Changed files**: <数量>
## Summary
| Dimension | High | Medium | Low | Status |
|-----------|------|--------|-----|--------|
| Boundary Conditions | 0 | 0 | 0 | PASS |
| Permission & Auth | 0 | 0 | 0 | PASS |
| Concurrency Safety | 0 | 0 | 0 | PASS |
| Information Leakage | 0 | 0 | 0 | PASS |
| Test Coverage | 0 | 0 | 0 | PASS |
| Code Style | 0 | 0 | 0 | PASS |
| Docs Sync (design.md) | 0 | 0 | 0 | PASS |
## Findings（如有）
### HIGH
- [Permission] `xxx_endpoint.py:42` — 缺少 PermissionService.check() 调用
### MEDIUM
- [Style] `xxx_service.py:18` — DAO 方法未使用 @classmethod
## Overall: PASS / PASS_WITH_WARNINGS / NEEDS_FIX© dataelement, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .cursor/skills/code-review of dataelement/bisheng.
Open the folder on GitHubat commit cb9b77a
Compare with similar skills
Feature-Level Code Review 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 |
|---|---|---|---|---|---|---|
| Feature-Level Code Review this skilldataelement/bisheng | 12k | — | ~1k | Automated safety check: Pass | Apache-2.0 | |
| Qt C++ Code Reviewx-tools-author/x-tools | 1.1k | 2 repos | ~4.3k | Automated safety check: Pass | BSD-3-Clause | |
| Adversarial Reviewer302ai/302-AI-Studio | 132 | 1 repos | ~3k | Automated safety check: Pass | MIT | |
| Two-Axis Code Reviewrengwu/wayfinder-maps | 134 | — | ~1.8k | Automated safety check: Pass | MIT | |
| Code Revieweralirezarezvani/claude-code-tresor | 777 | — | ~1.8k | Automated safety check: Pass | MIT | |
| Code ReviewerMageByte-Zero/spec-superflow | 839 | 1 repos | ~1.5k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Feature-Level Code Review
What does Feature-Level Code Review do?
Runs a seven-dimension code review on a finished feature, comparing the diff against a base branch and the feature's spec, design and task files. This is a pre-merge review for a whole feature rather than a single commit, run with a `--base` branch option.md`, works through seven review dimensions in turn and writes up a review report.
When should I use Feature-Level Code Review?
Feature-Level Code Review fits situations like: reviewing a finished feature branch before merging it; checking a diff against the feature's spec, design and task files; auditing a change for permission, tenant isolation and data leakage problems.
How do I install Feature-Level Code Review in Claude Code?
Run `npx skills add dataelement/bisheng --skill code-review -a claude-code`. Or copy the skill folder (.cursor/skills/code-review in dataelement/bisheng) into .claude/skills/code-review in your project. Claude Code loads it when a task matches its description.
How do I install Feature-Level Code Review in Codex?
Run `npx skills add dataelement/bisheng --skill code-review -a codex`. Or copy the skill folder (.cursor/skills/code-review in dataelement/bisheng) into .agents/skills/code-review in your project. Codex loads it when a task matches its description.
Can I use Feature-Level Code Review 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 dataelement/bisheng --skill code-review -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/code-review, .gemini/skills/code-review, .github/skills/code-review and .opencode/skills/code-review in your project.
What does Feature-Level Code Review need to run?
Going by SKILL.md and its folder, Feature-Level Code Review needs the command-line tools its instructions call (git). Our summary lists: A Git repository with the base branch available; Feature `spec.md`, `design.md` and `tasks.md` files.
Does Feature-Level Code Review access the network?
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Feature-Level Code Review 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 Feature-Level Code Review use?
Feature-Level Code Review is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Feature-Level Code Review use?
About 1k tokens (SKILL.md is roughly 4.2k 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 Feature-Level Code Review?
Skills that share tags, products or a category with Feature-Level Code Review: Qt C++ Code Review (x-tools-author/x-tools, 1.1k stars), Adversarial Reviewer (302ai/302-AI-Studio, 132 stars), Two-Axis Code Review (rengwu/wayfinder-maps, 134 stars) and Code Reviewer (alirezarezvani/claude-code-tresor, 777 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Feature-Level Code Review?
dataelement (a GitHub organization) maintains it in dataelement/bisheng, which has 12,027 GitHub stars. The repository holds 10 skills in this directory. The repository was last updated on September 30, 2026.
Source: dataelement/bisheng on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.