Web Search

What it does

When your agent uses it

• Content aggregation
• Tasks that involve Web search

Example prompts

• “/web-search”

Requirements

• Node.js
• Pre-approved tools (allowed-tools): Bash(infsh *)

What it can do on your machine

Read from SKILL.md and the folder at commit 281b368. It shows what the files ask for, not the result of running them.

• Tool permissions

  Pre-approves these tools, so the agent can use them without asking each time:

  • Bash(infsh *)

  From allowed-tools in the SKILL.md frontmatter.

• Runs code

  Shell commands in SKILL.md call:

  • npx

  From the folder's file list and the shell code blocks in SKILL.md.

• Network

  Links to these hosts (documentation or services it may open):

  • inference.sh
  • cloud.inference.sh

  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 1k tokens when it runs. Until then it costs about 121 tokens; SKILL.md has 180 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~121

When it runs · the whole SKILL.md, loaded when a task matches

~1k

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

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 EXboys/skilllite at commit 281b368, republished under its MIT licence (© EXboys). 180 words, ~1,004 tokens.

name

web-search

description

Web search and content extraction with Tavily and Exa via inference.sh CLI. Apps: Tavily Search, Tavily Extract, Exa Search, Exa Answer, Exa Extract. Capabilities: AI-powered search, content extraction, direct answers, research. Use for: research, RAG pipelines, fact-checking, content aggregation, agents. Triggers: web search, tavily, exa, search api, content extraction, research, internet search, ai search, search assistant, web scraping, rag, perplexity alternative

allowed-tools

Bash(infsh *)

infsh login

# Search the web
infsh app run tavily/search-assistant --input '{"query": "latest AI developments 2024"}'

infsh app run tavily/search-assistant --input '{
  "query": "What are the best practices for building AI agents?"
}'

infsh app run tavily/extract --input '{
  "urls": ["https://example.com/article1", "https://example.com/article2"]
}'

infsh app run exa/search --input '{
  "query": "machine learning frameworks comparison"
}'

infsh app run exa/answer --input '{
  "question": "What is the population of Tokyo?"
}'

infsh app run exa/extract --input '{
  "url": "https://example.com/research-paper"
}'

# 1. Search for information
infsh app run tavily/search-assistant --input '{
  "query": "latest developments in quantum computing"
}' > search_results.json

# 2. Analyze with Claude
infsh app run openrouter/claude-sonnet-45 --input '{
  "prompt": "Based on this research, summarize the key trends: <search-results>"
}'

# 1. Extract content from URL
infsh app run tavily/extract --input '{
  "urls": ["https://example.com/long-article"]
}' > content.json

# 2. Summarize with LLM
infsh app run openrouter/claude-haiku-45 --input '{
  "prompt": "Summarize this article in 3 bullet points: <content>"
}'

# Full platform skill (all 150+ apps)
npx skills add inference-sh/skills@agent-tools

# LLM models (combine with search for RAG)
npx skills add inference-sh/skills@llm-models

# Image generation
npx skills add inference-sh/skills@ai-image-generation

© EXboys, 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 .skills/web-search of EXboys/skilllite.

Open the folder on GitHubat commit 281b368

Used in 3 other repositories

We found 21 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 3 other GitHub owners. This page covers the copy in EXboys/skilllite, which our catalogue first saw on October 7, 2026.

• aiskillstore/marketplaceskills/skillssh/web-searchskills/qu-skills/web-search+8 more
• majiayu000/claude-skill-registryskills/ai-ml/web-searchskills/analysis/web-search-balkonsen-ha-ai-gen-workflow
• NeverSight/learn-skills.devdata/skills-md/101-skills/skills/web-searchdata/skills-md/101-skills/superpowers/web-search+7 more