Pi Web Search
sickn33/agentic-awesome-skills
Give Pi Agents a safe web-search and fetch workflow using the installed pi-web-access package.
当任务需要联网检索、外部依据、最新技术知识、官方文档、GitHub 仓库、论文博客、标准、数据集、benchmark、许可证、价格、API 或工程实践依据时使用；适合代码生成前的技术选型、方案设计、内容生成、论文理解、工具库更新和其他 skill 需要外部依据支撑结论的场景。用户明确要求不联网时不要使用。
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/vibe-coding-template/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/vibe-coding-template/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/vibe-coding-template/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/vibe-coding-template/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/vibe-coding-template/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/vibe-coding-template/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/vibe-coding-template/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 vibe-coding-template/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/vibe-coding-template/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/vibe-coding-template/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/vibe-coding-template/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/vibe-coding-template/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/vibe-coding-template/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/vibe-coding-template/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
- ~663 tokens
- SKILL.md length
- 144 words
- Files
- 2
- Skills in repo
- 13
- Repo updated
- First seen
- Licence
- MIT
At a glance
当任务需要联网检索、外部依据、最新技术知识、官方文档、GitHub 仓库、论文博客、标准、数据集、benchmark、许可证、价格、API 或工程实践依据时使用；适合代码生成前的技术选型、方案设计、内容生成、论文理解、工具库更新和其他 skill 需要外部依据支撑结论的场景。用户明确要求不联网时不要使用。
- Works in 5 steps: 官方文档、标准、RFC、供应商文档、官方 release notes。 → 作者仓库、官方 GitHub、论文代码、数据集主页、benchmark 官方页面。 → 一手论文、会议页面、作者主页、arXiv、OpenReview、ACL… → …
- Tasks that involve Web search
- SKILL.md covers 技能定位, 触发场景, 不触发场景 and 检索源优先级, 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. 当任务需要联网检索、外部依据、最新技术知识、官方文档、GitHub 仓库、论文博客、标准、数据集、benchmark、许可证、价格、API 或工程实践依据时使用；适合代码生成前的技术选型、方案设计、内容生成、论文理解、工具库更新和其他 skill 需要外部依据支撑结论的场景。用户明确要求不联网时不要使用。
Its SKILL.md is about 660 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 Productivity & Automation, covering Web search. It works with GitHub. 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
Example prompts
- “/web-search”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- 官方文档、标准、RFC、供应商文档、官方 release notes。
- 作者仓库、官方 GitHub、论文代码、数据集主页、benchmark 官方页面。
- 一手论文、会议页面、作者主页、arXiv、OpenReview、ACL Anthology、主要会议或期刊页面。
- 高质量技术博客、工程实践文章、项目 issue、维护者讨论、迁移指南。
- 社区问答、论坛、社交媒体只作为补充，不能作为唯一依据。
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 663 tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 144 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). 144 words, ~663 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
- 当任务需要联网检索、外部依据、最新技术知识、官方文档、GitHub 仓库、论文博客、标准、数据集、benchmark、许可证、价格、API 或工程实践依据时使用；适合代码生成前的技术选型、方案设计、内容生成、论文理解、工具库更新和其他 skill 需要外部依据支撑结论的场景。用户明确要求不联网时不要使用。
web-search
技能定位
用于给代码开发、内容生成、方案设计、技术选型、论文理解、官方 API 使用、工具库更新、前沿博客和 benchmark 规则提供可追溯的外部依据。目标是弥补 Agent 的知识滞后，避免在外部事实可能变化时凭记忆回答。
本 skill 不绑定单一项目、单一技术栈或单一资料类型。它既服务学术论文，也服务工程实践、官方文档、作者仓库、release notes、数据集主页、RFC / 标准、供应商文档和社区高质量实践。
触发场景
- 用户明确要求联网、检索、查资料、查论文、查官方文档、查 GitHub、查 benchmark 或查最新进展。
- 信息可能近期变化，例如模型版本、API、库用法、框架能力、许可证、价格、标准、论文结论、数据集规则、release notes 或供应商政策。
- 代码生成、技术选型、架构设计、内容生成或文档编写依赖外部事实。
- 另一个 skill 需要外部依据支撑结论，例如
$knowledge-explainer需要解释最新论文、官方文档、benchmark、争议结论或现代 API。 - 用户问“现在主流怎么做”“有没有官方实现”“最新版本怎么用”“这个 benchmark 规则是什么”“这个库还推荐吗”。
不触发场景
- 用户明确要求不联网、不检索或只基于本地材料回答。
- 本地源码、README、设计文档、测试日志已经足够回答，且问题不依赖最新外部信息。
- 纯文件整理、格式修复、已有代码解释、无外部事实依赖的一次性任务。
- 用户只要求本地 diff、当前实现、仓库内调用链或已有文档的总结。
检索源优先级
优先使用一手来源，并按任务类型调整具体来源：
- 官方文档、标准、RFC、供应商文档、官方 release notes。
- 作者仓库、官方 GitHub、论文代码、数据集主页、benchmark 官方页面。
- 一手论文、会议页面、作者主页、arXiv、OpenReview、ACL Anthology、主要会议或期刊页面。
- 高质量技术博客、工程实践文章、项目 issue、维护者讨论、迁移指南。
- 社区问答、论坛、社交媒体只作为补充，不能作为唯一依据。
不同项目可以替换具体来源类型，但不能降低“优先一手来源、二手来源只作补充”的原则。
最小检索流程
- 明确任务类型：
- 官方 API / 库用法确认。
- 代码生成前技术选型。
- 论文、方法、benchmark 或数据集调研。
- 工程实践、架构方案或迁移策略对照。
- 许可证、价格、标准、兼容性或发布规则核对。
- 拆关键词：
- 用户原始中文问题。
- 英文关键词、同义词、论文术语、库名、版本名、接口名。
- 当前项目相关关键词，但不要把项目私有事实写成外部事实。
- 优先查一手来源：
- API / 库任务至少查官方文档或官方 release notes。
- 论文 / benchmark / 数据集任务至少查论文、会议页面、作者仓库或官方主页。
- 工程选型任务至少查官方文档、维护者仓库或权威迁移说明。
- 对来源做可信度分层：
- 明确哪些是已确认事实。
- 明确哪些是来源之间存在冲突的判断。
- 明确哪些是工程推断。
- 明确哪些仍需用户或真实环境验证。
- 只把可靠来源纳入最终结论。若只能找到二手来源，必须说明“证据不足”，不能写成确定事实。
输出结构
按任务需要裁剪，但默认包含：
问题重述：这次检索要解决什么决策或事实。检索关键词：列出中文关键词和英文关键词。核心发现：按官方规范、论文依据、工程实践、社区补充等来源类型分组。结论分层：- 已确认事实。
- 来源冲突与取舍。
- 工程推断。
- 仍需真实环境验证的边界。
项目落地点：如果和当前项目相关，说明对模块、流程、接口、数据、测试、文档或设计取舍的影响；如果只是背景知识，明确说明不直接落代码。来源清单：给出可点击链接，并标注来源类型、年份或更新时间。
代码生成前的特别要求
当检索服务于代码生成、配置修改或架构决策时，必须先把结论转成工程约束：
- 推荐使用哪个官方 API、库、协议、格式或实现路径。
- 不推荐什么做法，原因是什么，依据来自哪里。
- 当前项目的最小可行实现是什么。
- 哪些内容只能作为后续扩展，不能包装成当前已完成能力。
- 需要新增或更新哪些测试、smoke test、文档或验证证据。
- 如果来源和当前项目环境不完全匹配，说明差异和需要真实环境验证的边界。
质量要求
- 不允许只写“网上说”“资料显示”这类不可追溯表达。
- 不允许只给二手转述；二手来源只能作为补充。
- 不允许把论文、博客或官方能力夸大成当前项目已实现。
- 涉及现代库、API、模型、标准、许可证、价格或 benchmark 时，必须核对最新官方来源。
- 若不同来源冲突，必须说明冲突点、取舍理由和仍需验证的部分。
- 若网页无法访问，说明访问限制，并改用可访问的一手来源或高质量来源。
- 输出外部依据时，必须区分已确认事实、冲突判断、工程推断和未验证边界。
自检
输出前检查：
- 是否满足触发条件，且用户没有要求不联网。
- 是否至少优先使用了一手来源。
- 是否给出可追溯链接，而不是泛泛转述。
- 是否区分事实、冲突、推断和未验证边界。
- 如果服务于代码生成，是否把外部结论转成最小工程约束和验证要求。
- 是否没有把任何单一项目的私有路径、模块名、benchmark、trace 文件或测试命令写成通用模板事实。
© 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 vibe-coding-template/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 | — | ~663 | Automated safety check: Pass | MIT | |
| Pi Web Searchsickn33/agentic-awesome-skills | 47k | 1 repos | ~925 | Automated safety check: Pass | MIT | |
| Reference SearcherArabelaTso/Skills-4-SE | 253 | — | ~1k | Automated safety check: Pass | Apache-2.0 | |
| Agent ReachEdisonChenAI/agent-reach | 115 | 1 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Mysearchskernelx/MySearch-Proxy | 159 | — | ~1.4k | Automated safety check: Notes | MIT | |
| Z.AI CLInumman-ali/zai-cli | 110 | — | ~528 | Automated safety check: Pass | MIT |
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Project Prompt Creator
Philip-Cao-9527/code-note-helper
在项目 AGENTS.md 约束下生成可直接交给 Codex 或 Agent 执行的中文任务 prompt。用于开发、修复、文档、验证、审计、治理或交接任务的 prompt 化，但不承载 Plan mode 和 code review 的完整模式规则。
Project Skill Creator
Philip-Cao-9527/code-note-helper
基于用户需求和项目真实上下文创建或更新项目本地 skill。用于把高频协作流程、领域任务、项目规范、prompt 生成流程或审查流程沉淀为可复用 skill，并避免把一次性任务误做成长期 skill。
Knowledge Explainer
Philip-Cao-9527/code-note-helper
当用户要求技术原理讲解、八股讲解、从零教学、面试口述、项目追问回答、领域补课、把项目实现转成可复习表达，或在缺少领域背景时需要先理解概念再推进项目时使用；覆盖后端、前端、数据库、分布式、系统设计、编译构建、DevOps、安全、产品业务、数据分析、Agent、LLM、科研方法等可迁移领域。若涉及最新论文、官方文档、benchmark、争议结论或现代 API，先调用 $web-search。
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Questions about Web Search
What does Web Search do?
当任务需要联网检索、外部依据、最新技术知识、官方文档、GitHub 仓库、论文博客、标准、数据集、benchmark、许可证、价格、API 或工程实践依据时使用；适合代码生成前的技术选型、方案设计、内容生成、论文理解、工具库更新和其他 skill 需要外部依据支撑结论的场景。用户明确要求不联网时不要使用。. 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.
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 (vibe-coding-template/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 (vibe-coding-template/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 663 tokens (SKILL.md is roughly 2.7k 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: Pi Web Search (sickn33/agentic-awesome-skills, 47k stars), Reference Searcher (ArabelaTso/Skills-4-SE, 253 stars), Agent Reach (EdisonChenAI/agent-reach, 115 stars) and Mysearch (skernelx/MySearch-Proxy, 159 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.