Local Codex
daymade/claude-code-skills
Launches and manages the local OpenAI Codex CLI as a non-interactive coding sub-agent via ChatGPT Pro OAuth, never API keys.
为 CodeNote Helper 的 code review、bug 定位、修复方案、浏览器 API、OAuth、第三方平台、审核政策和最新外部事实提供联网检索流程；用户明确要求不联网或只总结本地稳定事实时不要使用。
Install Web Search
$ npx skills add Philip-Cao-9527/code-note-helper --skill web-search -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Philip-Cao-9527/code-note-helper web-search --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/Philip-Cao-9527/code-note-helper.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/web-search .claude/skills/web-search && 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 "web-search" agent skill from https://github.com/Philip-Cao-9527/code-note-helper/tree/main/.agents/skills/web-search into .claude/skills/web-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-search", 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/Philip-Cao-9527/code-note-helper/tree/main/.agents/skills/web-searchType 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 Philip-Cao-9527/code-note-helper --skill web-search -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Philip-Cao-9527/code-note-helper web-search --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Philip-Cao-9527/code-note-helper.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/web-search .agents/skills/web-search && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "web-search" agent skill from https://github.com/Philip-Cao-9527/code-note-helper/tree/main/.agents/skills/web-search into .agents/skills/web-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-search", 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 Philip-Cao-9527/code-note-helper --skill web-search -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Philip-Cao-9527/code-note-helper web-search --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Philip-Cao-9527/code-note-helper.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/web-search .cursor/skills/web-search && 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 "web-search" agent skill from https://github.com/Philip-Cao-9527/code-note-helper/tree/main/.agents/skills/web-search into .cursor/skills/web-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-search", 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/Philip-Cao-9527/code-note-helper.git --path .agents/skills/web-search--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 Philip-Cao-9527/code-note-helper --skill web-search -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Philip-Cao-9527/code-note-helper web-search --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Philip-Cao-9527/code-note-helper.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/web-search .gemini/skills/web-search && 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 "web-search" agent skill from https://github.com/Philip-Cao-9527/code-note-helper/tree/main/.agents/skills/web-search into .gemini/skills/web-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-search", 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 Philip-Cao-9527/code-note-helper web-searchInstalls 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 Philip-Cao-9527/code-note-helper --skill web-search -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Philip-Cao-9527/code-note-helper.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/web-search .github/skills/web-search && 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 "web-search" agent skill from https://github.com/Philip-Cao-9527/code-note-helper/tree/main/.agents/skills/web-search into .github/skills/web-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-search", 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 Philip-Cao-9527/code-note-helper --skill web-search -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Philip-Cao-9527/code-note-helper web-search --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Philip-Cao-9527/code-note-helper.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/web-search .opencode/skills/web-search && 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 "web-search" agent skill from https://github.com/Philip-Cao-9527/code-note-helper/tree/main/.agents/skills/web-search into .opencode/skills/web-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-search", 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
web-search- GitHub stars
- 273
- Token cost
- ~650 tokens
- SKILL.md length
- 187 words
- Files
- 2
- Skills in repo
- 13
- Repo updated
- First seen
- Licence
- MIT
At a glance
为 CodeNote Helper 的 code review、bug 定位、修复方案、浏览器 API、OAuth、第三方平台、审核政策和最新外部事实提供联网检索流程；用户明确要求不联网或只总结本地稳定事实时不要使用。
- Works in 4 steps: 官方文档、标准、规范、浏览器厂商文档、供应商文档。 → 官方 GitHub、官方 release notes、维护者 issue /… → 一手论文、RFC、标准组织页面、厂商博客或工程公告。 → …
- Tasks that involve Web search
- SKILL.md covers 技能定位, 触发场景, 不触发场景 and 来源优先级, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Web Search is an agent skill from Philip-Cao-9527/code-note-helper. 为 CodeNote Helper 的 code review、bug 定位、修复方案、浏览器 API、OAuth、第三方平台、审核政策和最新外部事实提供联网检索流程；用户明确要求不联网或只总结本地稳定事实时不要使用。
Its SKILL.md is about 650 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 Backend & APIs, covering Web search, OAuth and OpenID Connect and Code review. It works with Google Drive. The repository describes itself as: 一个专为算法刷题、深度学习和 AI 学习场景打造的浏览器扩展。拒绝机械的复制粘贴，帮你自动化生成高质量复盘笔记、内置遗忘曲线驱动的间隔复习、轻松驾驭超长对话，让刷过的每一道题都成为真正的技术资产！. The licence is MIT.
When your agent uses it
- Tasks that involve Web search
- Tasks that involve OAuth and OpenID Connect
- Tasks that involve Code review
Example prompts
- “/web-search”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- 官方文档、标准、规范、浏览器厂商文档、供应商文档。
- 官方 GitHub、官方 release notes、维护者 issue / discussion、迁移指南。
- 一手论文、RFC、标准组织页面、厂商博客或工程公告。
- 高质量社区讨论、问答、论坛和个人博客。
What it can do on your machine
Read from SKILL.md and the folder at commit 7421249. 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
Web Search loads about 650 tokens when it runs. Until then it costs about 30 tokens; SKILL.md has 187 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 Philip-Cao-9527/code-note-helper at commit 7421249, republished under its MIT licence (© Philip-Cao-9527). 187 words, ~650 tokens.
Download SKILL.mdSave it as
.claude/skills/web-search/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- web-search
- description
- 为 CodeNote Helper 的 code review、bug 定位、修复方案、浏览器 API、OAuth、第三方平台、审核政策和最新外部事实提供联网检索流程；用户明确要求不联网或只总结本地稳定事实时不要使用。
CodeNote Helper 联网检索
技能定位
本 skill 服务于 CodeNote Helper 的外部事实核对。它不替代本地代码审查，也不直接给出运行时代码补丁；它负责把官方文档、浏览器厂商资料、供应商文档、官方仓库、release notes 和高质量社区讨论转成可追溯的工程约束、测试要求、文档影响和风险边界。
正确关系是：本地调用链 + 外部一手资料 + 真实验证边界共同定位问题。任何一方都不能单独替代另外两方。
触发场景
以下场景必须先调用 $web-search：
- code review、bug 定位、问题复现或修复方案设计涉及外部平台行为、浏览器 API、扩展 API、OAuth、Google Drive、WebDAV、第三方 API、权限审核政策、跨浏览器差异、已知社区问题或最新官方文档。
- 判断 Chrome / Edge / Firefox 等浏览器能力差异、Chrome MV3 行为、
chrome.identity、launchWebAuthFlow、getAuthToken、service worker 生命周期、Chrome Web Store 或 Edge Add-ons 审核规则。 - 判断 Google OAuth、Google Drive API、token、refresh token、PKCE、scope、redirect URI、OAuth Client 类型或供应商平台限制。
- 本地代码与真实平台表现冲突，或者同一问题已经多轮定位失败，需要确认是否存在外部已知限制。
- 生成 code review prompt 或修复 prompt 时，审查范围依赖外部 API / 平台行为或审核政策。
不触发场景
- 用户明确要求不联网、不检索、只基于本地代码或本地文档回答。
- 只总结当前仓库实现、已有报告、当前 diff 或项目文档，且不依赖外部事实。
- 本地材料已经足够，且事实稳定、不会因平台版本或政策变化而改变。
- 纯格式整理、skill 文案收口、无外部事实依赖的协作资产修改。
来源优先级
检索时按可信度优先使用：
- 官方文档、标准、规范、浏览器厂商文档、供应商文档。
- 官方 GitHub、官方 release notes、维护者 issue / discussion、迁移指南。
- 一手论文、RFC、标准组织页面、厂商博客或工程公告。
- 高质量社区讨论、问答、论坛和个人博客。
社区讨论只能作为补充，不能作为唯一依据。若只有社区来源，结论必须标记为“证据不足”或“待官方 / 真实环境验证”。
最小流程
- 明确要核对的外部事实：API 能力、平台限制、审核政策、版本差异、已知 bug、OAuth 规则或第三方服务行为。
- 拆分关键词：中文问题、英文接口名、浏览器名、供应商名、错误原文、版本号、当前项目模块名。
- 优先查一手来源；至少给出官方文档或官方维护者来源。找不到时说明缺口。
- 对来源分层：
- 已确认事实。
- 来源冲突。
- 工程推断。
- 仍需真实浏览器、真实账号、真实 OAuth 或真实审核环境验证的边界。
- 回到当前仓库，说明这些外部结论如何影响本地调用链、测试、文档和风险判断。
输出要求
输出必须包含：
检索目标：本轮要解决的外部事实或工程判断。来源与可信度：链接、来源类型、是否一手资料。结论分层：已确认事实、来源冲突、工程推断、未验证边界。项目落地点：影响哪些模块、配置、文档、测试或 review 重点。工程约束：后续代码生成、code review 或文档更新必须遵守什么。引用清单：可追溯链接，不能只写“网上说”。
如果服务于 code review 或修复方案，必须把检索结论转成风险地图、验证要求和文档影响；不要只贴资料摘要。
项目反例
Google Drive / Edge 授权回归是本项目的典型反例：只看本地代码容易把问题误判成某个 interactive 参数、错误文案或按钮链路缺口；但外部资料和真实浏览器行为显示，Chrome 的 getAuthToken 能力、Edge 的 launchWebAuthFlow 路径、OAuth token 生命周期、PKCE、refresh token、OAuth Client 类型和 redirect URI 策略都会影响最终可用性。
因此，遇到浏览器 API、OAuth、第三方平台限制或反复定位失败的 bug 时，必须把联网检索纳入定位链路；同时仍要回到本地调用链和真实验证边界，不能用外部资料替代代码审查。
质量标准
- 外部链接必须可追溯，并标注来源类型。
- 不把未联网、未测试、未打开的资料写成已验证事实。
- 不把社区讨论包装成官方结论。
- 不把外部平台能力写成 CodeNote Helper 已实现能力，除非本地代码、测试和文档都能证明。
- 不把历史报告中的旧验证写成本轮验证。
- 如果需要真实 Chrome / Edge、真实账号、真实 OAuth、人机验证或审核后台，必须明确停留在“仍需真实环境验证”。
自检
输出前检查：
- 是否满足必须触发条件，且用户没有要求不联网。
- 是否优先使用官方或一手来源。
- 是否区分已确认事实、来源冲突、工程推断和未验证边界。
- 是否把外部结论转回 CodeNote Helper 的工程约束、测试要求、文档影响和风险边界。
- 是否没有把 Google Drive / Edge 案例写成唯一用途。
- 是否所有交叉引用都使用
$skill-name形式。
© Philip-Cao-9527, 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 .agents/skills/web-search of Philip-Cao-9527/code-note-helper.
- SKILL.md
- agents/openai.yaml
Open the folder on GitHubat commit 7421249
Compare with similar skills
Web Search 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 |
|---|---|---|---|---|---|---|
| Web Search this skillPhilip-Cao-9527/code-note-helper | 273 | — | ~650 | Automated safety check: Pass | MIT | |
| Local Codexdaymade/claude-code-skills | 1.4k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Google Drivesanjay3290/ai-skills | 432 | — | ~999 | Automated safety check: Pass | Apache-2.0 | |
| Google Drive Automationaiskillstore/marketplace | 433 | 3 repos | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Google DriveCraftOS-dev/CraftBot | 392 | — | ~3.8k | Automated safety check: Pass | MIT | |
| Read The Damn DocsBuilderIO/skills | 4.6k | — | ~1.8k | Automated safety check: Pass | MIT |
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Related
Works with
Questions about Web Search
What does Web Search do?
为 CodeNote Helper 的 code review、bug 定位、修复方案、浏览器 API、OAuth、第三方平台、审核政策和最新外部事实提供联网检索流程；用户明确要求不联网或只总结本地稳定事实时不要使用。. Web Search is an agent skill from Philip-Cao-9527/code-note-helper.
When should I use Web Search?
Web Search fits situations like: tasks that involve Web search; tasks that involve OAuth and OpenID Connect; tasks that involve Code review.
How do I install Web Search in Claude Code?
Run `npx skills add Philip-Cao-9527/code-note-helper --skill web-search -a claude-code`. Or copy the skill folder (.agents/skills/web-search in Philip-Cao-9527/code-note-helper) into .claude/skills/web-search in your project. Claude Code loads it when a task matches its description.
How do I install Web Search in Codex?
Run `npx skills add Philip-Cao-9527/code-note-helper --skill web-search -a codex`. Or copy the skill folder (.agents/skills/web-search in Philip-Cao-9527/code-note-helper) into .agents/skills/web-search in your project. Codex loads it when a task matches its description.
Can I use Web Search 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 Philip-Cao-9527/code-note-helper --skill web-search -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/web-search, .gemini/skills/web-search, .github/skills/web-search and .opencode/skills/web-search in your project.
What does Web Search need to run?
SKILL.md names no scripts, command-line tools or credentials: Web Search is instructions for the agent only.
Does Web Search 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 Web Search 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 Web Search use?
Web Search 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 Web Search use?
About 650 tokens (SKILL.md is roughly 2.6k 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 Web Search?
Skills that share tags, products or a category with Web Search: Local Codex (daymade/claude-code-skills, 1.4k stars), Google Drive (sanjay3290/ai-skills, 432 stars), Google Drive Automation (aiskillstore/marketplace, 433 stars) and Google Drive (CraftOS-dev/CraftBot, 392 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Web Search?
Philip-Cao-9527 (a GitHub user) maintains it in Philip-Cao-9527/code-note-helper, which has 273 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on July 15, 2026.
Source: Philip-Cao-9527/code-note-helper on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.