Azsdk Common Pipeline Fixer
Azure/azure-sdk-tools
Automatically fix Azure SDK CI/CD pipeline failures by applying code changes and verifying locally.
AI 在链路改动/治理改动的功能实现完成后自动调用（不需要用户手动触发），执行验证测试并记录结果（含完成度四态判定）到项目文档的 verification.md。跳过条件：单项目改动只需单元测试+lint，不必套用四态记录格式。
Install Verify Change
$ npx skills add ljxpython/ai-agent-platform --skill verify-change -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ljxpython/ai-agent-platform verify-change --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/ljxpython/ai-agent-platform.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/verify-change .claude/skills/verify-change && 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-change" agent skill from https://github.com/ljxpython/ai-agent-platform/tree/main/.codex/skills/verify-change into .claude/skills/verify-change/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify-change", 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/ljxpython/ai-agent-platform/tree/main/.codex/skills/verify-changeType 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 ljxpython/ai-agent-platform --skill verify-change -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ljxpython/ai-agent-platform verify-change --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ljxpython/ai-agent-platform.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.codex/skills/verify-change .agents/skills/verify-change && 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-change" agent skill from https://github.com/ljxpython/ai-agent-platform/tree/main/.codex/skills/verify-change into .agents/skills/verify-change/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify-change", 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 ljxpython/ai-agent-platform --skill verify-change -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ljxpython/ai-agent-platform verify-change --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ljxpython/ai-agent-platform.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.codex/skills/verify-change .cursor/skills/verify-change && 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-change" agent skill from https://github.com/ljxpython/ai-agent-platform/tree/main/.codex/skills/verify-change into .cursor/skills/verify-change/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify-change", 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/ljxpython/ai-agent-platform.git --path .codex/skills/verify-change--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 ljxpython/ai-agent-platform --skill verify-change -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ljxpython/ai-agent-platform verify-change --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ljxpython/ai-agent-platform.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.codex/skills/verify-change .gemini/skills/verify-change && 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-change" agent skill from https://github.com/ljxpython/ai-agent-platform/tree/main/.codex/skills/verify-change into .gemini/skills/verify-change/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify-change", 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 ljxpython/ai-agent-platform verify-changeInstalls 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 ljxpython/ai-agent-platform --skill verify-change -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ljxpython/ai-agent-platform.git skills-src && mkdir -p .github/skills && cp -r skills-src/.codex/skills/verify-change .github/skills/verify-change && 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-change" agent skill from https://github.com/ljxpython/ai-agent-platform/tree/main/.codex/skills/verify-change into .github/skills/verify-change/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify-change", 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 ljxpython/ai-agent-platform --skill verify-change -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ljxpython/ai-agent-platform verify-change --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ljxpython/ai-agent-platform.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.codex/skills/verify-change .opencode/skills/verify-change && 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-change" agent skill from https://github.com/ljxpython/ai-agent-platform/tree/main/.codex/skills/verify-change into .opencode/skills/verify-change/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify-change", 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-change- GitHub stars
- 137
- Token cost
- ~1.3k tokens
- SKILL.md length
- 264 words
- Files
- 1
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- None found
At a glance
AI 在链路改动/治理改动的功能实现完成后自动调用（不需要用户手动触发），执行验证测试并记录结果（含完成度四态判定）到项目文档的 verification.md。跳过条件：单项目改动只需单元测试+lint，不必套用四态记录格式。
- Works in 4 steps: 单元测试 → 集成测试 → 端到端测试 → …
- Tasks that involve Linting and formatting
- SKILL.md covers 触发条件, 跳过条件, 验证层级 and 两阶段验证原则, plus 7 more sections
- Calls bash, pytest and pnpm
What it does
Verify Change is an agent skill from ljxpython/ai-agent-platform. AI 在链路改动/治理改动的功能实现完成后自动调用（不需要用户手动触发），执行验证测试并记录结果（含完成度四态判定）到项目文档的 verification.md。跳过条件：单项目改动只需单元测试+lint，不必套用四态记录格式。
Its SKILL.md is about 1.3k 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 AI & LLM Engineering, covering Linting and formatting. It works with Model Context Protocol. The repository describes itself as: 企业级 AI Agent 平台底座，基于 LangGraph 生态体系二次开发，开箱即用（FastAPI + Vue 3 + MCP + Skills + 沙箱工作区 + 长期记忆）.
When your agent uses it
- Tasks that involve Linting and formatting
Example prompts
- “/verify-change”
Requirements
- Python 3
- Node.js
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- 单元测试
- 集成测试
- 端到端测试
- 性能测试（按需）
What it can do on your machine
Read from SKILL.md and the folder at commit 4926590. 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:
bashpytestpnpmcurl
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use pnpm and curl, 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 Change loads about 1.3k tokens when it runs. Until then it costs about 32 tokens; SKILL.md has 264 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 264 words (~1,346 tokens).
- name
- verify-change
Files
Just SKILL.md in .codex/skills/verify-change of ljxpython/ai-agent-platform.
Open the folder on GitHubat commit 4926590
Compare with similar skills
Verify Change 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 Change this skillljxpython/ai-agent-platform | 137 | — | ~1.3k | Automated safety check: Pass | None | |
| Azsdk Common Pipeline FixerAzure/azure-sdk-tools | 134 | — | ~831 | Automated safety check: Pass | MIT | |
| Shopify AI Toolkit Wrapperjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Ue Code AuthoringJasonMa0012/MooaToon | 749 | — | ~1.9k | Automated safety check: Notes | Custom licence | |
| Agnixagent-sh/agnix | 445 | — | ~874 | Automated safety check: Pass | Apache-2.0 | |
| Rsigmatimescale/rsigma | 159 | — | ~1.2k | Automated safety check: Pass | MIT |
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More from ljxpython/ai-agent-platform
Implement Feature
ljxpython/ai-agent-platform
AI 在项目文档（docs/projects/{YYYYMMDD}-{项目名}/）已存在时，实现任务过程中自动调用（不需要用户手动触发），记录改动细节到 implementation/ 目录。跳过条件：单项目改动的小改动不需要创建实现记录。
Plan Project
ljxpython/ai-agent-platform
AI 判断改动为链路改动或治理改动时自动调用（不需要用户手动触发），在 docs/projects/{YYYYMMDD}-{项目名}/ 下创建项目目录和核心文档（概览、方案、任务、验证）。跳过条件：单项目改动、纯讨论/探索性问题不调用。
Runtime Smoke
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Validate the Dear Agent TXT input, approval and artifact delivery loop.
Related
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Questions about Verify Change
What does Verify Change do?
AI 在链路改动/治理改动的功能实现完成后自动调用（不需要用户手动触发），执行验证测试并记录结果（含完成度四态判定）到项目文档的 verification.md。跳过条件：单项目改动只需单元测试+lint，不必套用四态记录格式。. Verify Change is an agent skill from ljxpython/ai-agent-platform.
When should I use Verify Change?
Verify Change fits situations like: tasks that involve Linting and formatting.
How do I install Verify Change in Claude Code?
Run `npx skills add ljxpython/ai-agent-platform --skill verify-change -a claude-code`. Or copy the skill folder (.codex/skills/verify-change in ljxpython/ai-agent-platform) into .claude/skills/verify-change in your project. Claude Code loads it when a task matches its description.
How do I install Verify Change in Codex?
Run `npx skills add ljxpython/ai-agent-platform --skill verify-change -a codex`. Or copy the skill folder (.codex/skills/verify-change in ljxpython/ai-agent-platform) into .agents/skills/verify-change in your project. Codex loads it when a task matches its description.
Can I use Verify Change 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 ljxpython/ai-agent-platform --skill verify-change -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-change, .gemini/skills/verify-change, .github/skills/verify-change and .opencode/skills/verify-change in your project.
What does Verify Change need to run?
Going by SKILL.md and its folder, Verify Change needs the command-line tools its instructions call (bash, pytest, pnpm and curl). Our summary lists: Python 3; Node.js.
Does Verify Change access the network?
SKILL.md contains no URLs. Its commands use curl, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Verify Change 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 Change use?
No licence was found for Verify Change or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Verify Change use?
About 1.3k tokens (SKILL.md is roughly 5.4k 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 Change?
Skills that share tags, products or a category with Verify Change: Azsdk Common Pipeline Fixer (Azure/azure-sdk-tools, 134 stars), Shopify AI Toolkit Wrapper (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), Ue Code Authoring (JasonMa0012/MooaToon, 749 stars) and Agnix (agent-sh/agnix, 445 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Verify Change?
ljxpython (a GitHub user) maintains it in ljxpython/ai-agent-platform, which has 137 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on October 8, 2026.
Source: ljxpython/ai-agent-platform on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.