Adk Verify Snippets
google/adk-python
Checks that every Python code block in a Markdown file actually compiles and runs, by extracting each block to a temporary file, executing it in an isolated subprocess, and writing a pass/fail…
“验证规范 — 定义实现阶段应满足的验证等级与通过标准”
Install Verify
$ npx skills add openJiuwen-ai/agent-core --skill verify -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install openJiuwen-ai/agent-core verify --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/openJiuwen-ai/agent-core.git skills-src && mkdir -p .claude/skills && cp -r skills-src/openjiuwen/rsi/harness_rsi/auto_harness/skills/verify .claude/skills/verify && 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 "verify" agent skill from https://github.com/openJiuwen-ai/agent-core/tree/develop/openjiuwen/rsi/harness_rsi/auto_harness/skills/verify into .claude/skills/verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify", 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/openJiuwen-ai/agent-core/tree/develop/openjiuwen/rsi/harness_rsi/auto_harness/skills/verifyType 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 openJiuwen-ai/agent-core --skill verify -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install openJiuwen-ai/agent-core verify --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openJiuwen-ai/agent-core.git skills-src && mkdir -p .agents/skills && cp -r skills-src/openjiuwen/rsi/harness_rsi/auto_harness/skills/verify .agents/skills/verify && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "verify" agent skill from https://github.com/openJiuwen-ai/agent-core/tree/develop/openjiuwen/rsi/harness_rsi/auto_harness/skills/verify into .agents/skills/verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify", 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 openJiuwen-ai/agent-core --skill verify -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install openJiuwen-ai/agent-core verify --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openJiuwen-ai/agent-core.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/openjiuwen/rsi/harness_rsi/auto_harness/skills/verify .cursor/skills/verify && 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 "verify" agent skill from https://github.com/openJiuwen-ai/agent-core/tree/develop/openjiuwen/rsi/harness_rsi/auto_harness/skills/verify into .cursor/skills/verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify", 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/openJiuwen-ai/agent-core.git --path openjiuwen/rsi/harness_rsi/auto_harness/skills/verify--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 openJiuwen-ai/agent-core --skill verify -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install openJiuwen-ai/agent-core verify --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openJiuwen-ai/agent-core.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/openjiuwen/rsi/harness_rsi/auto_harness/skills/verify .gemini/skills/verify && 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 "verify" agent skill from https://github.com/openJiuwen-ai/agent-core/tree/develop/openjiuwen/rsi/harness_rsi/auto_harness/skills/verify into .gemini/skills/verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify", 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 openJiuwen-ai/agent-core verifyInstalls 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 openJiuwen-ai/agent-core --skill verify -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/openJiuwen-ai/agent-core.git skills-src && mkdir -p .github/skills && cp -r skills-src/openjiuwen/rsi/harness_rsi/auto_harness/skills/verify .github/skills/verify && 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 "verify" agent skill from https://github.com/openJiuwen-ai/agent-core/tree/develop/openjiuwen/rsi/harness_rsi/auto_harness/skills/verify into .github/skills/verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify", 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 openJiuwen-ai/agent-core --skill verify -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install openJiuwen-ai/agent-core verify --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openJiuwen-ai/agent-core.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/openjiuwen/rsi/harness_rsi/auto_harness/skills/verify .opencode/skills/verify && 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 "verify" agent skill from https://github.com/openJiuwen-ai/agent-core/tree/develop/openjiuwen/rsi/harness_rsi/auto_harness/skills/verify into .opencode/skills/verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify", 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
verify- GitHub stars
- 446
- Token cost
- ~283 tokens
- SKILL.md length
- 92 words
- Files
- 1
- Skills in repo
- 10
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
- Works in 5 steps: 正确性: 变更是否解决了任务描述的问题 → 安全性: 是否引入注入、路径遍历等风险 → 兼容性: 是否破坏现有 API 或行为 → …
- SKILL.md covers 验证级别, 命令参考, 评审要点 and CI Gate 流程
- Calls uv, make and git
About this skill
Verify is a skill in openJiuwen-ai/agent-core (446 stars). Its SKILL.md is about 283 tokens. Licence: Apache-2.0.
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- 正确性: 变更是否解决了任务描述的问题
- 安全性: 是否引入注入、路径遍历等风险
- 兼容性: 是否破坏现有 API 或行为
- 测试: 是否有对应的测试覆盖
- 风格: 是否符合项目编码规范
What it can do on your machine
Read from SKILL.md and the folder at commit 030187f. 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:
uvmakegitpython
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use uv and 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
Verify loads about 283 tokens when it runs. Until then it costs about 8 tokens; SKILL.md has 92 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 openJiuwen-ai/agent-core at commit 030187f, republished under its Apache-2.0 licence (© openJiuwen-ai). 92 words, ~283 tokens.
Download SKILL.mdSave it as
.claude/skills/verify/SKILL.md (or your agent's skills folder).- name
- verify
- description
- 验证规范 — 定义实现阶段应满足的验证等级与通过标准
- immutable
- true
- tools
- read_file, bash_tool, glob_tool, grep_tool
Verify Skill
你是实现阶段引用的验证规范，负责约束代码变更的验证等级和通过标准。
验证级别
根据变更范围选择验证级别：
| 变更类型 | 验证级别 | 必须通过 |
|---|---|---|
| 单文件修改 | L1: lint + 相关单测 | ruff check, pytest 目标文件 |
| 多文件修改 | L2: L1 + 类型检查 | + pyright 目标模块 |
| 跨模块修改 | L3: L2 + 全量测试 | + pytest 全量 |
| 公共 API 变更 | L4: L3 + 示例验证 | + examples/ 可运行 |
命令参考
# 先确认解释器环境。项目要求 Python 3.11+，优先使用 uv 管理的环境，
# 不要直接使用系统 python，避免落到 Python 3.10 而缺少 tomllib。
uv run python --version
# L1: lint
uv run ruff check <file>
# L1: 单测
uv run pytest tests/unit_tests/<path> -x -q
# L2: 类型检查
uv run pyright <file>
# L3: 全量测试
make test
# 查看变更
git diff HEAD~1说明：
make test会在检测到uv时自动走uv run pytest，这是全量测试的首选路径。- 只在仓库明确没有
uv时，才退回到其他 Python 执行方式；不要默认使用python -m pytest。
评审要点
验证时关注：
- 正确性: 变更是否解决了任务描述的问题
- 安全性: 是否引入注入、路径遍历等风险
- 兼容性: 是否破坏现有 API 或行为
- 测试: 是否有对应的测试覆盖
- 风格: 是否符合项目编码规范
CI Gate 流程
- 运行 lint → 必须 0 错误
- 运行单测 → 必须全部通过
- 运行类型检查 → 不得引入新错误
- 综合判断 → 输出 verdict
© openJiuwen-ai, 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 openjiuwen/rsi/harness_rsi/auto_harness/skills/verify of openJiuwen-ai/agent-core.
Open the folder on GitHubat commit 030187f
Compare with similar skills
Verify 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 |
|---|---|---|---|---|---|---|
| Verify this skillopenJiuwen-ai/agent-core | 446 | — | ~283 | Automated safety check: Pass | Apache-2.0 | |
| 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 | |
| Test GuardamElnagdy/guard-skills | 1.3k | 2 repos | ~2.1k | Automated safety check: Pass | MIT | |
| Pytest Runnersaleor/saleor | 23k | — | ~251 | Automated safety check: Pass | BSD-3-Clause | |
| Port Node Red Nodeoldrev/edgelinkd | 125 | — | ~3k | Automated safety check: Pass | Apache-2.0 |
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Rules for writing, fixing and reviewing pytest unit tests that are hermetic: behavior-focused, deterministic, isolated and cheap to run.
Test Guard
amElnagdy/guard-skills
Reviews newly written or edited tests against nine rules that cut test bloat, such as mock-heavy checks and near-duplicate cases, before they are committed.
Pytest Runner
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Run pytest tests with automatic virtual environment activation. Use this skill whenever running tests, executing pytest, or when asked to "run tests", "test…
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Port a Node-RED node into EdgeLinkd the way this repo does it: implement the node in Rust under crates/core/src/runtime/nodes, mirror Node-RED's mocha spec as pytest tests under tests/, register the…
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Runs and debugs ONNX Runtime tests: Google Test executables for C++ and unittest or pytest for Python, with filters and build-directory guidance.
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Related
Works with
Categories
Questions about Verify
How do I install Verify in Claude Code?
Run `npx skills add openJiuwen-ai/agent-core --skill verify -a claude-code`. Or copy the skill folder (openjiuwen/rsi/harness_rsi/auto_harness/skills/verify in openJiuwen-ai/agent-core) into .claude/skills/verify in your project. Claude Code loads it when a task matches its description.
How do I install Verify in Codex?
Run `npx skills add openJiuwen-ai/agent-core --skill verify -a codex`. Or copy the skill folder (openjiuwen/rsi/harness_rsi/auto_harness/skills/verify in openJiuwen-ai/agent-core) into .agents/skills/verify in your project. Codex loads it when a task matches its description.
Can I use Verify 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 openJiuwen-ai/agent-core --skill verify -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/verify, .gemini/skills/verify, .github/skills/verify and .opencode/skills/verify in your project.
What does Verify need to run?
Going by SKILL.md and its folder, Verify needs the command-line tools its instructions call (uv, make, git and python).
Does Verify access the network?
SKILL.md contains no URLs. Its commands use uv and git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Verify 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 Verify use?
Verify 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 Verify use?
About 283 tokens (SKILL.md is roughly 1.1k 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 Verify?
Skills that share tags, products or a category with Verify: Adk Verify Snippets (google/adk-python, 22k stars), Hermetic Python Unit Tests (dimensionalOS/dimos, 4.6k stars), Test Guard (amElnagdy/guard-skills, 1.3k stars) and Pytest Runner (saleor/saleor, 23k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Verify?
openJiuwen-ai (a GitHub organization) maintains it in openJiuwen-ai/agent-core, which has 446 GitHub stars. The repository holds 10 skills in this directory. The repository was last updated on October 10, 2026.
Source: openJiuwen-ai/agent-core on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.