Ag2 Use Builtin Tools
ag2ai/build-with-ag2
Wire AG2 beta's shipped tools into an Agent — both provider-native server-side tools (web search, web fetch, code execution, MCP, image generation, memory) and locally-executed common toolkits…
A skill your agent uses for live web research, webpage fetching, login-state browsing, dynamic pages, social sites, and tasks that need current internet evidence.
Install Web Access
$ npx skills add itwanger/PaiCLI-Python --skill web-access -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install itwanger/PaiCLI-Python web-access --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/itwanger/PaiCLI-Python.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/paicli/builtin_skills/web-access .claude/skills/web-access && 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-access" agent skill from https://github.com/itwanger/PaiCLI-Python/tree/main/src/paicli/builtin_skills/web-access into .claude/skills/web-access/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-access", 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/itwanger/PaiCLI-Python/tree/main/src/paicli/builtin_skills/web-accessType 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 itwanger/PaiCLI-Python --skill web-access -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install itwanger/PaiCLI-Python web-access --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/itwanger/PaiCLI-Python.git skills-src && mkdir -p .agents/skills && cp -r skills-src/src/paicli/builtin_skills/web-access .agents/skills/web-access && 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-access" agent skill from https://github.com/itwanger/PaiCLI-Python/tree/main/src/paicli/builtin_skills/web-access into .agents/skills/web-access/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-access", 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 itwanger/PaiCLI-Python --skill web-access -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install itwanger/PaiCLI-Python web-access --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/itwanger/PaiCLI-Python.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/src/paicli/builtin_skills/web-access .cursor/skills/web-access && 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-access" agent skill from https://github.com/itwanger/PaiCLI-Python/tree/main/src/paicli/builtin_skills/web-access into .cursor/skills/web-access/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-access", 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/itwanger/PaiCLI-Python.git --path src/paicli/builtin_skills/web-access--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 itwanger/PaiCLI-Python --skill web-access -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install itwanger/PaiCLI-Python web-access --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/itwanger/PaiCLI-Python.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/src/paicli/builtin_skills/web-access .gemini/skills/web-access && 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-access" agent skill from https://github.com/itwanger/PaiCLI-Python/tree/main/src/paicli/builtin_skills/web-access into .gemini/skills/web-access/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-access", 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 itwanger/PaiCLI-Python web-accessInstalls 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 itwanger/PaiCLI-Python --skill web-access -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/itwanger/PaiCLI-Python.git skills-src && mkdir -p .github/skills && cp -r skills-src/src/paicli/builtin_skills/web-access .github/skills/web-access && 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-access" agent skill from https://github.com/itwanger/PaiCLI-Python/tree/main/src/paicli/builtin_skills/web-access into .github/skills/web-access/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-access", 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 itwanger/PaiCLI-Python --skill web-access -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install itwanger/PaiCLI-Python web-access --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/itwanger/PaiCLI-Python.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/src/paicli/builtin_skills/web-access .opencode/skills/web-access && 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-access" agent skill from https://github.com/itwanger/PaiCLI-Python/tree/main/src/paicli/builtin_skills/web-access into .opencode/skills/web-access/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-access", 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-access- GitHub stars
- 102
- Token cost
- ~183 tokens
- SKILL.md length
- 72 words
- Files
- 1
- Skills in repo
- 1
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses for live web research, webpage fetching, login-state browsing, dynamic pages, social sites, and tasks that need current internet evidence.
- Live web research
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Webpage fetching
- Login-state browsing
What it does
Web Access is an agent skill from itwanger/PaiCLI-Python. Use this skill for live web research, webpage fetching, login-state browsing, dynamic pages, social sites, and tasks that need current internet evidence.
Its SKILL.md is about 180 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 Productivity & Automation, covering Web search. It works with Model Context Protocol, DeepSeek and Python. The repository describes itself as: Python terminal AI agent CLI with ReAct tools, MCP, Runtime API, memory, snapshots, web search, and image input. The licence is MIT.
When your agent uses it
- Live web research
- Webpage fetching
- Login-state browsing
- Tasks that need current internet evidence
Example prompts
- “/web-access”
What it can do on your machine
Read from SKILL.md and the folder at commit d3d48b6. 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 Access loads about 183 tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 72 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 itwanger/PaiCLI-Python at commit d3d48b6, republished under its MIT licence (© itwanger). 72 words, ~183 tokens.
Download SKILL.mdSave it as
.claude/skills/web-access/SKILL.md (or your agent's skills folder).- name
- web-access
- description
- Use this skill for live web research, webpage fetching, login-state browsing, dynamic pages, social sites, and tasks that need current internet evidence.
- version
- 1.0.0
- author
- PaiCLI
- tags
- web, browser, research
Web Access
Use network tools deliberately:
- Start with the exact user goal and identify what must be current.
- Use
web_searchfor discovery andweb_fetchfor public static pages. - Prefer Chrome DevTools MCP when a page needs login state, JavaScript rendering, or browser inspection.
- Keep sources and dates visible in the answer when recency matters.
- If a fetched page is empty because of SPA or anti-bot behavior, switch to browser/MCP instead of guessing.
© itwanger, MIT. 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 src/paicli/builtin_skills/web-access of itwanger/PaiCLI-Python.
Open the folder on GitHubat commit d3d48b6
Compare with similar skills
Web Access 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 Access this skillitwanger/PaiCLI-Python | 102 | — | ~183 | Automated safety check: Pass | MIT | |
| Ag2 Use Builtin Toolsag2ai/build-with-ag2 | 252 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Perplexity SearchescapeWu/perplexity-ai | 169 | — | ~1.8k | Automated safety check: Pass | MIT | |
| Verified Researchsweetcornna/free-search-mcp | 112 | — | ~1.8k | Automated safety check: Pass | MIT | |
| BlockrunBlockRunAI/blockrun-mcp | 392 | — | ~2.7k | Automated safety check: Pass | MIT | |
| Agent Framework Azure AI Pymicrosoft/skills | 3.1k | 1 repos | ~3.1k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Web Access
What does Web Access do?
A skill your agent uses for live web research, webpage fetching, login-state browsing, dynamic pages, social sites, and tasks that need current internet evidence. Web Access is an agent skill from itwanger/PaiCLI-Python. Use this skill for live web research, webpage fetching, login-state browsing, dynamic pages, social sites, and tasks that need current internet evidence.
When should I use Web Access?
Web Access fits situations like: live web research; webpage fetching; login-state browsing; tasks that need current internet evidence.
How do I install Web Access in Claude Code?
Run `npx skills add itwanger/PaiCLI-Python --skill web-access -a claude-code`. Or copy the skill folder (src/paicli/builtin_skills/web-access in itwanger/PaiCLI-Python) into .claude/skills/web-access in your project. Claude Code loads it when a task matches its description.
How do I install Web Access in Codex?
Run `npx skills add itwanger/PaiCLI-Python --skill web-access -a codex`. Or copy the skill folder (src/paicli/builtin_skills/web-access in itwanger/PaiCLI-Python) into .agents/skills/web-access in your project. Codex loads it when a task matches its description.
Can I use Web Access 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 itwanger/PaiCLI-Python --skill web-access -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-access, .gemini/skills/web-access, .github/skills/web-access and .opencode/skills/web-access in your project.
What does Web Access need to run?
SKILL.md names no scripts, command-line tools or credentials: Web Access is instructions for the agent only.
Does Web Access 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 Access 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 Access use?
Web Access 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 Access use?
About 183 tokens (SKILL.md is roughly 732 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 Access?
Skills that share tags, products or a category with Web Access: Ag2 Use Builtin Tools (ag2ai/build-with-ag2, 252 stars), Perplexity Search (escapeWu/perplexity-ai, 169 stars), Verified Research (sweetcornna/free-search-mcp, 112 stars) and Blockrun (BlockRunAI/blockrun-mcp, 392 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Web Access?
itwanger (a GitHub user) maintains it in itwanger/PaiCLI-Python, which has 102 GitHub stars. The repository was last updated on July 28, 2026.
Source: itwanger/PaiCLI-Python on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.