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面向 SurveyController 仓库的测试分层与回归选择技能。用于判断改动后该补哪类测试、mock 边界放哪、CI/unittests/ 与 CI/livetests/ 怎么分层、该跑哪些 pytest 目标，以及哪些场景必须跑 uv run python CI/pythonci.py --full。适合处理功能改动后的验证策略，不适合替代具体模块修复。
Install Test Regression Strategy
$ npx skills add SurveyController/SurveyController --skill test-regression-strategy -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install SurveyController/SurveyController test-regression-strategy --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/SurveyController/SurveyController.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/test-regression-strategy .claude/skills/test-regression-strategy && 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 "test-regression-strategy" agent skill from https://github.com/SurveyController/SurveyController/tree/main/.codex/skills/test-regression-strategy into .claude/skills/test-regression-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-regression-strategy", 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/SurveyController/SurveyController/tree/main/.codex/skills/test-regression-strategyType 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 SurveyController/SurveyController --skill test-regression-strategy -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install SurveyController/SurveyController test-regression-strategy --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SurveyController/SurveyController.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.codex/skills/test-regression-strategy .agents/skills/test-regression-strategy && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "test-regression-strategy" agent skill from https://github.com/SurveyController/SurveyController/tree/main/.codex/skills/test-regression-strategy into .agents/skills/test-regression-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-regression-strategy", 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 SurveyController/SurveyController --skill test-regression-strategy -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install SurveyController/SurveyController test-regression-strategy --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SurveyController/SurveyController.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.codex/skills/test-regression-strategy .cursor/skills/test-regression-strategy && 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 "test-regression-strategy" agent skill from https://github.com/SurveyController/SurveyController/tree/main/.codex/skills/test-regression-strategy into .cursor/skills/test-regression-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-regression-strategy", 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/SurveyController/SurveyController.git --path .codex/skills/test-regression-strategy--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 SurveyController/SurveyController --skill test-regression-strategy -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install SurveyController/SurveyController test-regression-strategy --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SurveyController/SurveyController.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.codex/skills/test-regression-strategy .gemini/skills/test-regression-strategy && 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 "test-regression-strategy" agent skill from https://github.com/SurveyController/SurveyController/tree/main/.codex/skills/test-regression-strategy into .gemini/skills/test-regression-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-regression-strategy", 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 SurveyController/SurveyController test-regression-strategyInstalls 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 SurveyController/SurveyController --skill test-regression-strategy -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/SurveyController/SurveyController.git skills-src && mkdir -p .github/skills && cp -r skills-src/.codex/skills/test-regression-strategy .github/skills/test-regression-strategy && 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 "test-regression-strategy" agent skill from https://github.com/SurveyController/SurveyController/tree/main/.codex/skills/test-regression-strategy into .github/skills/test-regression-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-regression-strategy", 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 SurveyController/SurveyController --skill test-regression-strategy -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install SurveyController/SurveyController test-regression-strategy --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SurveyController/SurveyController.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.codex/skills/test-regression-strategy .opencode/skills/test-regression-strategy && 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 "test-regression-strategy" agent skill from https://github.com/SurveyController/SurveyController/tree/main/.codex/skills/test-regression-strategy into .opencode/skills/test-regression-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-regression-strategy", 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
test-regression-strategy- GitHub stars
- 142
- Token cost
- ~819 tokens
- SKILL.md length
- 184 words
- Files
- 2
- Skills in repo
- 9
- Repo updated
- First seen
- Licence
- GPL-3.0
At a glance
面向 SurveyController 仓库的测试分层与回归选择技能。用于判断改动后该补哪类测试、mock 边界放哪、CI/unittests/ 与 CI/livetests/ 怎么分层、该跑哪些 pytest 目标，以及哪些场景必须跑 uv run python CI/pythonci.py --full。适合处理功能改动后的验证策略，不适合替代具体模块修复。
- Works in 5 steps: 先给改动分类。 → 先找最近的测试层，不要一上来就全仓库轰炸。 → mock 边界按层放。 → …
- Tasks that involve Unit testing
- SKILL.md covers must_read, workflow, when_to_run_full and test_selection, plus 3 more sections
- Calls uv
What it does
Test Regression Strategy is an agent skill from SurveyController/SurveyController. 面向 SurveyController 仓库的测试分层与回归选择技能。用于判断改动后该补哪类测试、mock 边界放哪、CI/unittests/ 与 CI/livetests/ 怎么分层、该跑哪些 pytest 目标，以及哪些场景必须跑 uv run python CI/pythonci.py --full。适合处理功能改动后的验证策略，不适合替代具体模块修复。
Its SKILL.md is about 820 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
It sits in Testing & QA, covering Unit testing. It works with Python and pytest. The repository describes itself as: 适用于问卷星、腾讯问卷、Credamo见数平台的纯HTTP高并发提交程序. The licence is GPL-3.0.
When your agent uses it
- Tasks that involve Unit testing
Example prompts
- “/test-regression-strategy”
Requirements
- Python 3
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- 先给改动分类。
- 先找最近的测试层，不要一上来就全仓库轰炸。
- mock 边界按层放。
- unit 和 live 分开。
- 改完后按风险补回归命令。
What it can do on your machine
Read from SKILL.md and the folder at commit 1a22ba3. 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:
uv
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use uv, 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
Test Regression Strategy loads about 819 tokens when it runs. Until then it costs about 55 tokens; SKILL.md has 184 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 SurveyController/SurveyController at commit 1a22ba3, republished under its GPL-3.0 licence (© SurveyController). 184 words, ~819 tokens.
Download SKILL.mdSave it as
.claude/skills/test-regression-strategy/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- test-regression-strategy
- description
- 面向 SurveyController 仓库的测试分层与回归选择技能。用于判断改动后该补哪类测试、mock 边界放哪、`CI/unit_tests/` 与 `CI/live_tests/` 怎么分层、该跑哪些 `pytest` 目标，以及哪些场景必须跑 `uv run python CI/python_ci.py --full`。适合处理功能改动后的验证策略，不适合替代具体模块修复。
Test Regression Strategy
这个 skill 处理“改完后怎么验”。 重点不是多跑测试，是按改动边界挑对测试，少跑废活，别漏高风险回归。
must_read
CI/python_ci.pyCI/python_checks/common.pyCI/unit_tests/conftest.py- 目标模块对应的现有测试文件
workflow
- 先给改动分类。
常见类别：
software/ui/、software/ui/controller/：UI、信号槽、页面同步software/app/、software/io/config/：配置、路径、迁移、序列化software/core/engine/、software/network/、software/providers/：执行链路、HTTP、代理、并发wjx/、tencent/、credamo/：平台 parser、题型规则、提交参数software/update/、CI/release_tools/、Setup/：更新、打包、发布
- 先找最近的测试层，不要一上来就全仓库轰炸。
默认顺序：
- 目标函数或目标模块的单测
- 同目录的集成型单测
uv run python CI/python_ci.py- 只有命中高风险条件时才上
--full
- mock 边界按层放。
- 纯计算、归一化、字段映射：尽量不 mock
- 文件系统、QSettings、网络、子进程、Qt 桌面服务：用 monkeypatch 或 fake
- 不要 mock 被测模块自己的核心逻辑，只 mock 外边界
- unit 和 live 分开。
CI/unit_tests/只测本地可重复逻辑CI/live_tests/只放真实问卷、真实网络、真实发布链路回归- 普通修复不要顺手把外网访问塞进 unit test
- 改完后按风险补回归命令。
when_to_run_full
这些情况必须跑 uv run python CI/python_ci.py --full：
- 改了启动链、主窗口装配、页面懒加载、Qt 导入路径
- 改了
software/app/main.py、software/ui/shell/、software/ui/pages/ - 改了配置路径迁移，可能影响启动读配置
- 改了 HTTP 提交主链路、provider 注册、解析入口，担心导入或启动时炸
- 改了更新、打包、版本入口，可能影响主窗口状态区或启动检查
这些情况通常先跑快速检查就够：
- 纯工具函数
- 纯 parser helper
- 纯 schema/codec 归一化
- 纯日志格式化
test_selection
按改动选测试：
- 配置、路径、迁移：
uv run pytest CI/unit_tests/app/test_config_codec.pyuv run pytest CI/unit_tests/app/test_config_store.pyuv run pytest CI/unit_tests/app/test_settings_page_qtbot.py
- UI 页面和工作台同步：
uv run pytest CI/unit_tests/app/test_workbench_pages_smoke.pyuv run pytest CI/unit_tests/app/test_ui_layout_contracts.py- 相关
qtbot测试
- 执行引擎、异步链路、HTTP：
uv run pytest CI/unit_tests/engineuv run pytest CI/unit_tests/test_http_client.pyuv run pytest CI/unit_tests/providers/test_http_runtime.py
- parser、题型规则、平台字段：
uv run pytest CI/unit_tests/questionsuv run pytest CI/unit_tests/providersuv run pytest CI/unit_tests/engine/test_reverse_fill_parser.py
- 更新、发布、Velopack：
uv run pytest CI/unit_tests/app/test_main_window_update_large.pyuv run pytest CI/unit_tests/test_velopack_e2e_runner.py- 需要时再看
CI/live_tests/test_velopack_e2e.py
project_conventions
CI/python_ci.py默认会跑 compile、Ruff、Pyright、unit tests。--full额外打开模块导入检查和主窗口 smoke。CI/live_tests/test_live_runtime_regression.py依赖真实外部页面，不适合日常修复必跑。- 覆盖率门槛在
CI/python_checks/common.py里，当前 unit test 会带--cov-fail-under=75。 - 测完如果生成临时文件、覆盖率产物或调试垃圾，要删掉。
common_commands
uv run pytest CI/unit_tests/app/test_config_codec.py
uv run pytest CI/unit_tests/app/test_config_store.py
uv run pytest CI/unit_tests/providers
uv run pytest CI/unit_tests/questions
uv run pytest CI/unit_tests/engine
uv run python CI/python_ci.py
uv run python CI/python_ci.py --fullvalidation_checklist
- 是否先按改动边界分类，再选测试。
- 是否优先跑了最近的单测，而不是一上来全量。
- mock 是否只放在文件系统、网络、QSettings、Qt 外边界。
- unit test 是否没有混入真实外网和真实账号。
- 是否判断了这次改动要不要跑
--full。 - 跑不了的检查是否明确说明原因。
© SurveyController, GPL-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 .codex/skills/test-regression-strategy of SurveyController/SurveyController.
- SKILL.md
- agents/openai.yaml
Open the folder on GitHubat commit 1a22ba3
Compare with similar skills
Test Regression Strategy 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 |
|---|---|---|---|---|---|---|
| Test Regression Strategy this skillSurveyController/SurveyController | 142 | — | ~819 | Automated safety check: Pass | GPL-3.0 | |
| Adk Verify Snippetsgoogle/adk-python | 22k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| Hermetic Python Unit TestsdimensionalOS/dimos | 4.6k | — | ~1.4k | Automated safety check: Pass | Custom licence | |
| ONNX Runtime Test Runnermicrosoft/onnxruntime | 22k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Simple Modern Uvjlevy/simple-modern-uv | 301 | — | ~1.9k | Automated safety check: Pass | MIT | |
| Test Coverage Reviewareed1192/finance-news-aggregator | 149 | — | ~2.6k | Automated safety check: Pass | MIT |
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Hermetic Python Unit Tests
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ONNX Runtime Test Runner
microsoft/onnxruntime
Runs and debugs ONNX Runtime tests: Google Test executables for C++ and unittest or pytest for Python, with filters and build-directory guidance.
Simple Modern Uv
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Start, selectively modernize, fully migrate, or update Python projects using simple-modern-uv practices: uv, ruff, BasedPyright, pytest, GitHub Actions CI, and tag-driven PyPI publishing.
Test Coverage Review
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Audit, plan, write, and verify unit tests for Python projects using pytest.
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ONNX Runtime GPU Transformers Tests
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Categories
Questions about Test Regression Strategy
What does Test Regression Strategy do?
面向 SurveyController 仓库的测试分层与回归选择技能。用于判断改动后该补哪类测试、mock 边界放哪、CI/unittests/ 与 CI/livetests/ 怎么分层、该跑哪些 pytest 目标，以及哪些场景必须跑 uv run python CI/pythonci.py --full。适合处理功能改动后的验证策略，不适合替代具体模块修复。. Test Regression Strategy is an agent skill from SurveyController/SurveyController.
When should I use Test Regression Strategy?
Test Regression Strategy fits situations like: tasks that involve Unit testing.
How do I install Test Regression Strategy in Claude Code?
Run `npx skills add SurveyController/SurveyController --skill test-regression-strategy -a claude-code`. Or copy the skill folder (.codex/skills/test-regression-strategy in SurveyController/SurveyController) into .claude/skills/test-regression-strategy in your project. Claude Code loads it when a task matches its description.
How do I install Test Regression Strategy in Codex?
Run `npx skills add SurveyController/SurveyController --skill test-regression-strategy -a codex`. Or copy the skill folder (.codex/skills/test-regression-strategy in SurveyController/SurveyController) into .agents/skills/test-regression-strategy in your project. Codex loads it when a task matches its description.
Can I use Test Regression Strategy 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 SurveyController/SurveyController --skill test-regression-strategy -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/test-regression-strategy, .gemini/skills/test-regression-strategy, .github/skills/test-regression-strategy and .opencode/skills/test-regression-strategy in your project.
What does Test Regression Strategy need to run?
Going by SKILL.md and its folder, Test Regression Strategy needs the command-line tools its instructions call (uv). Our summary lists: Python 3.
Does Test Regression Strategy access the network?
SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Test Regression Strategy 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 Test Regression Strategy use?
Test Regression Strategy is published under the GPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Test Regression Strategy use?
About 819 tokens (SKILL.md is roughly 3.3k 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 Test Regression Strategy?
Skills that share tags, products or a category with Test Regression Strategy: Adk Verify Snippets (google/adk-python, 22k stars), Hermetic Python Unit Tests (dimensionalOS/dimos, 4.6k stars), ONNX Runtime Test Runner (microsoft/onnxruntime, 22k stars) and Simple Modern Uv (jlevy/simple-modern-uv, 301 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Test Regression Strategy?
SurveyController (a GitHub organization) maintains it in SurveyController/SurveyController, which has 142 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on September 18, 2026.
Source: SurveyController/SurveyController on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.