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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/tmustier-web-search
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: backend
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/web-search
What's inside
- Skill name
web-search- Description
- Search the public web for up-to-date facts. Works out of the box with Jina (default, no API key needed); optionally Serper, Tavily, or Brave Search. Use when workbook context is insufficient and fresh external references are needed.
- License
- MIT
- Compatibility
- Requires Pi for Excel integration "web_search" to be enabled. Works immediately with Jina (default); Serper/Tavily/Brave require an API key.
- Metadata
- docs: docs/agent-skills-interop.md · tool-name: web_search · integration-id: web_search
- Instructions
- 35 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Web Search This repository exposes web search as a built-in **integration** in the Excel add-in. ## Mapping - Agent Skill name: `web-search` - Excel integration ID: `web_search` - Tools: `web_search`, `fetch_page` ## Providers Native search uses the selected model provider's existing credentials for OpenAI Responses, ChatGPT/Codex, Anthropic, Google Gemini, and xAI Responses. No separate search key is needed. If native search fails, Pi tries the configured search backend below. With neither a supported native provider nor a configured search key, `web_search` is not offered; direct the user to Connections to configure search rather than attempting a nonexistent tool. | Provider | API key | Notes | |---|---|---| | **Jina (default)** | Required | Free key at jina.ai | | Firecrawl | Required | 500 free credits | | Serper.dev | Required | Google SERP API, free tier available | | Tavily | Required | AI-native search, free monthly credits | | Brave Search | Required | Direct Brave Search API | If the selected provider fails (auth/rate-limit/server error) and a Jina key is saved, search retries with Jina and surfaces a warning. ## Usage notes - Prefer workbook data first. - Use web search only when external facts are required. - Cite sources from tool results (`[1]`, `[2]`, ...). ## Excel-specific setup 1. Open `/tools` (or `/extensions` → Connections tab). 2. Enable external tools. 3. Enable **Web Search** for session and/or workbook scope. 4. On a supported connected model provider, search is ready without another key. Otherwise set a search API key — the default fallback, Jina, offers a free key at jina.ai.
From tmustier/pi-for-excel, MIT.
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Signals
- Stars
- 438
- Forks
- 61
- Open issues
- 33
- Last commit (this folder)
- Feb 21, 2026 (8 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/tmustier/pi-for-excel
- Website
- pi-for-excel.vercel.app
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
Same skill elsewhere
Copies of this SKILL.md published by others; search shows only one of them.
- 0.335score
web-search
e1wayt1cket
Search the public web for up-to-date facts.
SkillBFreshness: B★ 2Claude Code +9 - 0.285score
web-search
romachain
Search the public web for up-to-date facts.
SkillCFreshness: CClaude Code +9 - 0.282score
web-search
gabrielpantoja-cl
Search the public web for up-to-date facts.
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Run model-driven end-to-end tests in real local Excel while keeping it in the background.
SkillBFreshness: B★ 438Claude Code +9 - 0.707score
wps-windows-smoke
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Provision or reuse a local Windows 11 ARM VM as a reusable test harness for validating pi-for-excel inside real China-domestic WPS Spreadsheets.
SkillCFreshness: C★ 438Claude Code +9 - 0.626score
mcp-gateway
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Discover and call tools from configured MCP servers.
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python-bridge
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Native Python execution via the local Python bridge.
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tmux-bridge
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Local terminal access via the tmux bridge.
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Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
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- launches shipped
- media placements
- 500+
- media placements
- founders on every account
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- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
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Cite this page
web-search skill. Agent Mart. https://agentmart.dev/skills/tmustier-web-search (last updated 2026-10-24)