smith-research

Research software versions, APIs, and documentation with cited sources.

1|Updated Nov 25, 2025

Search Tags:#documentation #research #api #protocol #citations #confidence #versions

Ready to run

npx skills add https://github.com/tianjianjiang/smith --skill smith-research

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: smith-research
Source: https://github.com/tianjianjiang/smith/tree/main/smith-research
Command: npx skills add https://github.com/tianjianjiang/smith --skill smith-research

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The protocol provides a structured, citation-backed approach for answering questions about software versions, API usage, and technology assessments, reducing guesswork and improving trust.

Core Features & Use Cases

Provides official-doc-first research with explicit sources
Tracks citations, dates, and confidence levels for every claim
Suitable for version comparisons, API guidance, and tech evaluations in development projects

Quick Start

Consult official docs and fetch the latest releases to answer version and API questions with citations.

Frequently Asked Questions about smith-research

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

FAQPage Schema

How do I find the latest software versions and API usage with official citations?▼

To find the latest software versions and API usage with official citations, consult official documentation and fetch latest releases. This enforces documented research steps, sources citation, and confidence indicators for every claim.

What is the best way to compare technology versions across different languages and frameworks?▼

The best way to compare technology versions across languages and frameworks is applying a structured, citation-backed protocol. It tracks dates and confidence levels for tech evaluations, reducing guesswork and improving trust.

How does the confidence indicator work for API documentation research?▼

The confidence indicator works by tracking citations and dates for every claim made during API documentation research. It enforces an official-doc-first approach, ensuring you assess the reliability of technology assessments.

Can I use this protocol for technology assessments in active development projects?▼

Yes, you can use this protocol for technology assessments in development projects. It is specifically suitable for version comparisons, API guidance, and tech evaluations, providing a structured approach to reduce guesswork.

Why do I need to cite official documentation for software version queries?▼

You need to cite official documentation for software version queries to reduce guesswork and improve trust. The protocol enforces an official-doc-first approach, explicitly tracking sources and confidence levels for every claim.