web-browsing

Open and inspect authoritative public webpages to verify user questions with source URLs.

58|1|Updated May 13, 2026

Search Tags:#web browsing #source verification #clinical information #product pages #literature support #fact grounding #URL citation

Ready to run

npx skills add https://github.com/Simplified-Reasoning/Pi-Bench --skill web-browsing-simplified-reasoning

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: web-browsing
Source: https://github.com/Simplified-Reasoning/Pi-Bench/tree/main/data/pharmacist/skills/web-browsing
Command: npx skills add https://github.com/Simplified-Reasoning/Pi-Bench --skill web-browsing-simplified-reasoning

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you verify answers against up-to-date, authoritative public webpages instead of relying on outdated memory or unsupported claims.

Core Features & Use Cases

Source-grounded web inspection: Open and check relevant pages before summarizing.
Primary-source preference: Focus on journals, official product pages, regulators, or major clinical institutions.
Evidence discipline: Keep sourced facts clearly tied to what the page supports, separating them from inference.
Trustable outputs: Preserve the URL or source identity in the final answer for traceability.
Use Cases: Confirm product/treatment details, validate benchmark examples, or produce literature-based answers backed by the organizations that publish them.

Quick Start

Ask the assistant to open and verify the official webpage for the treatment pathway you’re considering, then summarize what it explicitly supports with the source URL included.

Frequently Asked Questions about web-browsing

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I verify information against authoritative webpages instead of relying on memory?▼

Source verification opens and inspects authoritative public webpages before summarizing, ensuring answers are grounded in primary sources. It separates sourced facts from inference and preserves the URL or source identity in the final response.

Can I get up-to-date product information and treatment-path details with URL citations?▼

Yes, you can verify up-to-date product information and treatment-path details by opening official product pages, regulators, or major clinical institution websites. The output preserves the URL citation for traceability.

What is the best way to ground literature answers using primary sources?▼

Grounding literature answers requires opening and inspecting relevant organization pages first. The tool applies a primary-source preference, prioritizing journals or official publisher pages, and separates sourced facts from inference.

Does fact grounding work for validating benchmark examples and clinical information?▼

Fact grounding validates benchmark examples and clinical information by opening authoritative public webpages to check the claims directly. It ensures the summary only contains what the source page explicitly supports.

How do I keep sourced facts clearly separated from inference in a web browsing summary?▼

To keep sourced facts separated from inference, the tool applies evidence discipline by tying facts strictly to what the opened webpage explicitly supports. The final output clearly distinguishes verified information from inferred statements.

When should I not use memory-based answers for fact grounding?▼

You should avoid memory-based answers when a task requires up-to-date product information, treatment-path details, or benchmark example checks. Use webpage inspection instead to ensure fact grounding relies on current primary sources.