Designing Tests
CloudAI-X/opencode-workflow
Guides test strategy, TDD/BDD approaches, test coverage planning, and testing best practices.
Agent skill
Workflow Test Generation
by davidYichengWei in davidYichengWei/agentic-engineering-framework
测试生成。基于 spec.md 或被测代码，生成单元测试、集成测试、性能测试。当用户请求生成测试、TDD 模式、或 workflow-code-generation 完成后触发。
Install Workflow Test Generation
$ npx skills add davidYichengWei/agentic-engineering-framework --skill workflow-test-generation -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install davidYichengWei/agentic-engineering-framework workflow-test-generation --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/davidYichengWei/agentic-engineering-framework.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/workflow-test-generation .claude/skills/workflow-test-generation && 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 "workflow-test-generation" agent skill from https://github.com/davidYichengWei/agentic-engineering-framework/tree/main/skills/workflow-test-generation into .claude/skills/workflow-test-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workflow-test-generation", 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/davidYichengWei/agentic-engineering-framework/tree/main/skills/workflow-test-generationType 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 davidYichengWei/agentic-engineering-framework --skill workflow-test-generation -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install davidYichengWei/agentic-engineering-framework workflow-test-generation --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davidYichengWei/agentic-engineering-framework.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/workflow-test-generation .agents/skills/workflow-test-generation && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "workflow-test-generation" agent skill from https://github.com/davidYichengWei/agentic-engineering-framework/tree/main/skills/workflow-test-generation into .agents/skills/workflow-test-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workflow-test-generation", 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 davidYichengWei/agentic-engineering-framework --skill workflow-test-generation -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install davidYichengWei/agentic-engineering-framework workflow-test-generation --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davidYichengWei/agentic-engineering-framework.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/workflow-test-generation .cursor/skills/workflow-test-generation && 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 "workflow-test-generation" agent skill from https://github.com/davidYichengWei/agentic-engineering-framework/tree/main/skills/workflow-test-generation into .cursor/skills/workflow-test-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workflow-test-generation", 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/davidYichengWei/agentic-engineering-framework.git --path skills/workflow-test-generation--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 davidYichengWei/agentic-engineering-framework --skill workflow-test-generation -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install davidYichengWei/agentic-engineering-framework workflow-test-generation --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davidYichengWei/agentic-engineering-framework.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/workflow-test-generation .gemini/skills/workflow-test-generation && 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 "workflow-test-generation" agent skill from https://github.com/davidYichengWei/agentic-engineering-framework/tree/main/skills/workflow-test-generation into .gemini/skills/workflow-test-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workflow-test-generation", 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 davidYichengWei/agentic-engineering-framework workflow-test-generationInstalls 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 davidYichengWei/agentic-engineering-framework --skill workflow-test-generation -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/davidYichengWei/agentic-engineering-framework.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/workflow-test-generation .github/skills/workflow-test-generation && 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 "workflow-test-generation" agent skill from https://github.com/davidYichengWei/agentic-engineering-framework/tree/main/skills/workflow-test-generation into .github/skills/workflow-test-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workflow-test-generation", 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 davidYichengWei/agentic-engineering-framework --skill workflow-test-generation -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install davidYichengWei/agentic-engineering-framework workflow-test-generation --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davidYichengWei/agentic-engineering-framework.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/workflow-test-generation .opencode/skills/workflow-test-generation && 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 "workflow-test-generation" agent skill from https://github.com/davidYichengWei/agentic-engineering-framework/tree/main/skills/workflow-test-generation into .opencode/skills/workflow-test-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workflow-test-generation", 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
workflow-test-generation- GitHub stars
- 158
- Token cost
- ~580 tokens
- SKILL.md length
- 171 words
- Files
- 2
- Skills in repo
- 14
- Repo updated
- First seen
- Licence
- MIT
At a glance
测试生成。基于 spec.md 或被测代码，生成单元测试、集成测试、性能测试。当用户请求生成测试、TDD 模式、或 workflow-code-generation 完成后触发。
- Works in 6 steps: 意图识别与路径路由 → 收集测试上下文 → 确定测试类型 → …
- Tasks that involve Test generation
- SKILL.md covers Step 0: 意图识别与路径路由, Step 1: 收集测试上下文, Step 2: 确定测试类型 and Step 3: 制定测试计划, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Workflow Test Generation is an agent skill from davidYichengWei/agentic-engineering-framework. 测试生成。基于 spec.md 或被测代码，生成单元测试、集成测试、性能测试。当用户请求生成测试、TDD 模式、或 workflow-code-generation 完成后触发。
Its SKILL.md is about 580 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `reference/boundary-checklist.md`).
It sits in Testing & QA, covering Test generation and Test-driven development. The repository describes itself as: 开箱即用、可按项目定制的 AI Coding Agent Skills 框架：提供通用 Workflow、可扩展的项目私有知识、自我学习闭环和问题排查能力，适配任意技术栈和工程场景。兼容主流 Coding Agent。 The licence is MIT.
When your agent uses it
- Tasks that involve Test generation
- Tasks that involve Test-driven development
Example prompts
- “/workflow-test-generation”
Workflow steps
6 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 1f7ac0f. 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.
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
Workflow Test Generation loads about 580 tokens when it runs. Until then it costs about 29 tokens; SKILL.md has 171 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 davidYichengWei/agentic-engineering-framework at commit 1f7ac0f, republished under its MIT licence (© davidYichengWei). 171 words, ~580 tokens.
Download SKILL.mdSave it as
.claude/skills/workflow-test-generation/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- workflow-test-generation
- description
- 测试生成。基于 spec.md 或被测代码，生成单元测试、集成测试、性能测试。当用户请求生成测试、TDD 模式、或 workflow-code-generation 完成后触发。
测试生成
Step 0: 意图识别与路径路由
根据调用上下文判断走哪条路径：
| 信号 | 路径 | 执行步骤 |
|---|---|---|
由 workflow-code-generation 完成后衔接进入，或用户明确提到需求管理链接 | 完整流程 | Step 1 → 2 → 3 → 4 → 5 |
| 用户直接说"给 X 写个测试"/"补个单测"，指定了具体代码 | 快速补测试 | Step 2 → 3 → 4 |
由 workflow-system-design 讨论测试计划章节时加载 | 测试策略设计 | Step 1 → 2 → 3，只输出计划，不生成代码 |
如果无法判断，默认走完整流程。
Step 1: 收集测试上下文
完整流程和测试策略设计执行本步骤。快速补测试跳过（用户已指定了被测代码）。
尝试读取 docs/design-docs/<module>/<feature>/spec.md：
有 spec.md：
- 读取 "7. 测试计划"
- 测试计划明确 → 进入 Step 2
- 测试计划不完整 → 补充读取 "2. 目标"、"3. 需求"、"4. 设计方案"，自行判断
无 spec.md（为已有代码补测试）：
- 询问用户要测哪些函数/类，基于代码生成
Step 2: 确定测试类型
根据代码特征自动判断需要哪些测试类型（可组合，非互斥），无法判断时才询问：
| 特征 | 测试类型 |
|---|---|
| 纯函数、无外部依赖 | 单元测试 |
| 端到端流程、多组件交互 | 集成测试 |
| spec.md 有性能指标要求 | 性能测试 |
一个 feature 通常需要多种测试类型组合，例如：核心逻辑用单元测试 + 端到端用集成测试。
Step 3: 制定测试计划
分析被测代码，制定测试计划（不生成代码）：
- 读取被测代码，识别公共接口、输入/输出、副作用、需要 mock 的依赖
- 读取 reference/boundary-checklist.md，选择适用的边界条件
- 根据项目需要，读取对应模块的测试参考文档（如有）
- 为每个测试目标列出：正常路径、边界条件、异常场景的具体测试点
创建测试任务清单，与用户确认后再继续：
示例：
1. [pending] UnitTest - FooClass::Bar() 正常路径 + 边界条件
2. [pending] UnitTest - FooClass::Bar() 异常处理
3. [pending] IntegrationTest - 端到端流程测试策略设计路径到此结束。将测试计划输出为 spec.md 测试计划章节的内容，不进入 Step 4。
Step 4: 逐个生成测试
仅完整流程和快速补测试执行本步骤。
4.1 加载编码规范（🚨 强制前置）
| 规范 | 何时加载 |
|---|---|
bp-coding-best-practices | 始终 |
std-cpp | .cc/.cpp/.h 文件 |
std-go | .go 文件 |
根据项目需要，额外加载其他编码规范 skill。
4.2 逐个生成
对每个测试任务生成测试代码。每个测试必须覆盖三类场景：
- 正常路径 — happy path
- 边界条件 — 基于 Step 3 选出的 boundary-checklist 条目
- 异常场景 — 错误输入、异常处理
生成后更新构建配置，复用项目现有的测试基类和断言工具（不要自己造）。
每完成一个任务，标记 [completed]，继续下一个。
Step 5: 收尾流程
仅完整流程执行本步骤。
前置条件：所有测试用例已通过。
提示用户进入 workflow-code-review 进行 AI 代码评审（同时评审功能代码和测试代码）：
自测已全部通过。
推荐下一步：
- 说"CR"或"代码评审"进入 AI 代码评审阶段强制规则
- 测试计划必须经用户确认后才能生成代码
- 必须覆盖三类场景：正常路径 + 边界条件 + 异常场景
- 必须应用 boundary-checklist：Step 3 中读取并选择适用条目
- 必须可编译运行：包含所有必要头文件/导入，更新构建配置
- 复用现有基础设施：使用项目的测试基类和断言工具，不要自己造
- 测试全部通过才能推进：编译失败或用例未通过时，先修复，确认全部 PASS 后才可进入 CR
© davidYichengWei, MIT. 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 skills/workflow-test-generation of davidYichengWei/agentic-engineering-framework.
- SKILL.md
- reference/boundary-checklist.md
Open the folder on GitHubat commit 1f7ac0f
Compare with similar skills
Workflow Test Generation 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 |
|---|---|---|---|---|---|---|
| Workflow Test Generation this skilldavidYichengWei/agentic-engineering-framework | 158 | — | ~580 | Automated safety check: Pass | MIT | |
| Designing TestsCloudAI-X/opencode-workflow | 275 | — | ~2.9k | Automated safety check: Pass | MIT | |
| TDD Guidealirezarezvani/claude-code-skill-factory | 880 | 1 repos | ~2.7k | Automated safety check: Pass | MIT | |
| Automated Test Planningtestdouble/han | 279 | — | ~6.7k | Automated safety check: Pass | MIT | |
| TDDparcadei/Continuous-Claude-v3 | 3.9k | 1 repos | ~2.3k | Automated safety check: Pass | MIT | |
| Manual Test Planningtestdouble/han | 279 | — | ~2.9k | Automated safety check: Pass | MIT |
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Categories
Questions about Workflow Test Generation
What does Workflow Test Generation do?
测试生成。基于 spec.md 或被测代码，生成单元测试、集成测试、性能测试。当用户请求生成测试、TDD 模式、或 workflow-code-generation 完成后触发。. Workflow Test Generation is an agent skill from davidYichengWei/agentic-engineering-framework.
When should I use Workflow Test Generation?
Workflow Test Generation fits situations like: tasks that involve Test generation; tasks that involve Test-driven development.
How do I install Workflow Test Generation in Claude Code?
Run `npx skills add davidYichengWei/agentic-engineering-framework --skill workflow-test-generation -a claude-code`. Or copy the skill folder (skills/workflow-test-generation in davidYichengWei/agentic-engineering-framework) into .claude/skills/workflow-test-generation in your project. Claude Code loads it when a task matches its description.
How do I install Workflow Test Generation in Codex?
Run `npx skills add davidYichengWei/agentic-engineering-framework --skill workflow-test-generation -a codex`. Or copy the skill folder (skills/workflow-test-generation in davidYichengWei/agentic-engineering-framework) into .agents/skills/workflow-test-generation in your project. Codex loads it when a task matches its description.
Can I use Workflow Test Generation 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 davidYichengWei/agentic-engineering-framework --skill workflow-test-generation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/workflow-test-generation, .gemini/skills/workflow-test-generation, .github/skills/workflow-test-generation and .opencode/skills/workflow-test-generation in your project.
What does Workflow Test Generation need to run?
SKILL.md names no scripts, command-line tools or credentials: Workflow Test Generation is instructions for the agent only.
Does Workflow Test Generation 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 Workflow Test Generation 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 Workflow Test Generation use?
Workflow Test Generation is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Workflow Test Generation use?
About 580 tokens (SKILL.md is roughly 2.3k 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 Workflow Test Generation?
Skills that share tags, products or a category with Workflow Test Generation: Designing Tests (CloudAI-X/opencode-workflow, 275 stars), TDD Guide (alirezarezvani/claude-code-skill-factory, 880 stars), Automated Test Planning (testdouble/han, 279 stars) and TDD (parcadei/Continuous-Claude-v3, 3.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Workflow Test Generation?
davidYichengWei (a GitHub user) maintains it in davidYichengWei/agentic-engineering-framework, which has 158 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on March 25, 2026.
Source: davidYichengWei/agentic-engineering-framework on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.