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…
跑 PsyClaw 的 Definition-of-Done 验证（init.sh：compile + pytest + gates），把命令与输出作为 evidence 记入 featurelist.json。当用户要验证/收尾一个 feature、宣称完成前、或说 "verify" / "跑验证" / "记 evidence" 时使用。
Install Verify Feature
$ npx skills add Exekiel179/psyclaw --skill verify-feature -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Exekiel179/psyclaw verify-feature --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/Exekiel179/psyclaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/verify-feature .claude/skills/verify-feature && 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-feature" agent skill from https://github.com/Exekiel179/psyclaw/tree/main/.claude/skills/verify-feature into .claude/skills/verify-feature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify-feature", 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/Exekiel179/psyclaw/tree/main/.claude/skills/verify-featureType 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 Exekiel179/psyclaw --skill verify-feature -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Exekiel179/psyclaw verify-feature --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Exekiel179/psyclaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/verify-feature .agents/skills/verify-feature && 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-feature" agent skill from https://github.com/Exekiel179/psyclaw/tree/main/.claude/skills/verify-feature into .agents/skills/verify-feature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify-feature", 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 Exekiel179/psyclaw --skill verify-feature -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Exekiel179/psyclaw verify-feature --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Exekiel179/psyclaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/verify-feature .cursor/skills/verify-feature && 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-feature" agent skill from https://github.com/Exekiel179/psyclaw/tree/main/.claude/skills/verify-feature into .cursor/skills/verify-feature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify-feature", 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/Exekiel179/psyclaw.git --path .claude/skills/verify-feature--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 Exekiel179/psyclaw --skill verify-feature -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Exekiel179/psyclaw verify-feature --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Exekiel179/psyclaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/verify-feature .gemini/skills/verify-feature && 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-feature" agent skill from https://github.com/Exekiel179/psyclaw/tree/main/.claude/skills/verify-feature into .gemini/skills/verify-feature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify-feature", 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 Exekiel179/psyclaw verify-featureInstalls 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 Exekiel179/psyclaw --skill verify-feature -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Exekiel179/psyclaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/verify-feature .github/skills/verify-feature && 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-feature" agent skill from https://github.com/Exekiel179/psyclaw/tree/main/.claude/skills/verify-feature into .github/skills/verify-feature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify-feature", 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 Exekiel179/psyclaw --skill verify-feature -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Exekiel179/psyclaw verify-feature --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Exekiel179/psyclaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/verify-feature .opencode/skills/verify-feature && 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-feature" agent skill from https://github.com/Exekiel179/psyclaw/tree/main/.claude/skills/verify-feature into .opencode/skills/verify-feature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify-feature", 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-feature- GitHub stars
- 103
- Token cost
- ~328 tokens
- SKILL.md length
- 92 words
- Files
- 1
- Skills in repo
- 10
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
跑 PsyClaw 的 Definition-of-Done 验证（init.sh：compile + pytest + gates），把命令与输出作为 evidence 记入 featurelist.json。当用户要验证/收尾一个 feature、宣称完成前、或说 "verify" / "跑验证" / "记 evidence" 时使用。
- Works in 5 steps: 确定目标 feature：读 feature_list.json，找用户指定的… → 跑验证（本机只有 python3，无 python；用 python3 覆盖… → 判定：全绿才继续；有失败则不要改 status，把失败输出交回让用户/主循环修复。 → …
- Tasks that involve Unit testing
- SKILL.md covers 步骤 and 铁律
- Calls python3 and git
What it does
Verify Feature is an agent skill from Exekiel179/psyclaw. 跑 PsyClaw 的 Definition-of-Done 验证（init.sh：compile + pytest + gates），把命令与输出作为 evidence 记入 featurelist.json。当用户要验证/收尾一个 feature、宣称完成前、或说 "verify" / "跑验证" / "记 evidence" 时使用。
Its SKILL.md is about 330 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Testing & QA, covering Unit testing. It works with pytest and Python.
When your agent uses it
- Tasks that involve Unit testing
Example prompts
- “verify”
- “记 evidence”
- “/verify-feature”
Requirements
- Python 3
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- 确定目标 feature：读 feature_list.json，找用户指定的 feature；未指定则列出所有
- 跑验证（本机只有 python3，无 python；用 python3 覆盖 init.sh 默认解释器）
- 判定：全绿才继续；有失败则不要改 status，把失败输出交回让用户/主循环修复。
- 写 evidence：全绿时，把 command and output（截断到关键行：pytest 汇总行、gates 结果）
- 收尾：一句话总结验证结果 + 提示按每轮工作流 git commit（本技能不自动提交）。
What it can do on your machine
Read from SKILL.md and the folder at commit 452ec79. 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:
python3git
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
Verify Feature loads about 328 tokens when it runs. Until then it costs about 47 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 92 words (~328 tokens).
“CLAUDE.md 契约：feature done 的条件 = 全量测试绿 + 把 command and output 作为 Verification Evidence 记入该 feature 的 evidence 字段。此技能封装这套仪式。”
- name
- verify-feature
- disable-model-invocation
- true
Files
Just SKILL.md in .claude/skills/verify-feature of Exekiel179/psyclaw.
Open the folder on GitHubat commit 452ec79
Compare with similar skills
Verify Feature 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 Feature this skillExekiel179/psyclaw | 103 | — | ~328 | Automated safety check: Pass | Custom licence | |
| 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 |
Similar skills
- Official
Hermetic Python Unit Tests
dimensionalOS/dimos
Rules for writing, fixing and reviewing pytest unit tests that are hermetic: behavior-focused, deterministic, isolated and cheap to run.
- Official
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
jlevy/simple-modern-uv
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
areed1192/finance-news-aggregator
Audit, plan, write, and verify unit tests for Python projects using pytest.
- Official
ONNX Runtime GPU Transformers Tests
microsoft/onnxruntime
Runs the ONNX Runtime transformers Python tests against a GPU wheel and proves the cuDNN flash attention path was used rather than a silent fallback.
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Related
Categories
Questions about Verify Feature
What does Verify Feature do?
跑 PsyClaw 的 Definition-of-Done 验证（init.sh：compile + pytest + gates），把命令与输出作为 evidence 记入 featurelist.json。当用户要验证/收尾一个 feature、宣称完成前、或说 "verify" / "跑验证" / "记 evidence" 时使用。. Verify Feature is an agent skill from Exekiel179/psyclaw.
When should I use Verify Feature?
Verify Feature fits situations like: tasks that involve Unit testing.
How do I install Verify Feature in Claude Code?
Run `npx skills add Exekiel179/psyclaw --skill verify-feature -a claude-code`. Or copy the skill folder (.claude/skills/verify-feature in Exekiel179/psyclaw) into .claude/skills/verify-feature in your project. Claude Code loads it when a task matches its description.
How do I install Verify Feature in Codex?
Run `npx skills add Exekiel179/psyclaw --skill verify-feature -a codex`. Or copy the skill folder (.claude/skills/verify-feature in Exekiel179/psyclaw) into .agents/skills/verify-feature in your project. Codex loads it when a task matches its description.
Can I use Verify Feature 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 Exekiel179/psyclaw --skill verify-feature -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-feature, .gemini/skills/verify-feature, .github/skills/verify-feature and .opencode/skills/verify-feature in your project.
What does Verify Feature need to run?
Going by SKILL.md and its folder, Verify Feature needs the command-line tools its instructions call (python3 and git). Our summary lists: Python 3.
Does Verify Feature 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 Verify Feature 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 Feature use?
Verify Feature has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Verify Feature use?
About 328 tokens (SKILL.md is roughly 1.3k 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 Verify Feature?
Skills that share tags, products or a category with Verify Feature: 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 Verify Feature?
Exekiel179 (a GitHub user) maintains it in Exekiel179/psyclaw, which has 103 GitHub stars. The repository holds 10 skills in this directory. The repository was last updated on September 28, 2026.
Source: Exekiel179/psyclaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.