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react-expert

Research React API behavior from tests, source code, PRs, and issues.

117|11|Updated Aug 19, 2025
Search Tags:#documentation#research#api#react#verification#evidence#sources
One-click install
npx skills add https://github.com/bskimball/tanstack-hono --skill react-expert-bskimball
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: react-expert
Source: https://github.com/bskimball/tanstack-hono/tree/main/.agents/skills/react-expert
Command: npx skills add https://github.com/bskimball/tanstack-hono --skill react-expert-bskimball

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides a structured, source-first approach to researching React APIs by guiding exhaustive, evidence-backed documentation across tests, source code, PRs, and issues rather than relying on training data.

Core Features & Use Cases

  • Source-driven research on React APIs across official sources
  • Skepticism mandate and explicit discrepancy reporting to combat outdated assumptions
  • Structured outputs with exact citations and reproducible workflows for engineering teams
  • Use Case: Researchers can build authoritative docs, design decisions, or migration guides solely from source material
  • Use Case: Engineers verify API behavior against tests and PR discussions before adopting patterns

Quick Start

Run the react-expert tool to begin a source-driven React API research session against a specified topic.

Frequently Asked Questions about react-expert

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

FAQPage Schema
How do I verify React API behavior against source code instead of training data?▼

Verify React API behavior by applying a source-first workflow that gathers evidence from tests, source code, PRs, and issues. Parallel agents coordinate to collect claims, verify them, and surface discrepancies across multiple sources for trustworthy results.

What is the best way to research React API documentation using GitHub issues and PRs?▼

Research React API documentation by extracting authoritative behavior from GitHub issues, PRs, and test suites. A structured workflow coordinates parallel agents to gather evidence, apply skepticism, and deliver reports with strict citations and reproducible steps.

How do I find discrepancies in React API assumptions from official sources?▼

Find discrepancies in React API assumptions by cross-referencing claims across tests, source code, PRs, and issues. The workflow mandates skepticism and explicitly reports discrepancies to combat outdated or incorrect training data assumptions.

Can I build migration guides using only React source materials and tests?▼

Build migration guides using only React source materials by coordinating parallel agents to extract evidence from tests, source code, PRs, and issues. Outputs include strict citations, safety checks, and reproducible workflows for engineering teams.

Does source-driven React API research work without relying on AI training data?▼

Source-driven React API research works without relying on AI training data by strictly identifying authoritative behavior from tests, source code, PRs, and issues. Evidence is gathered, verified, and cited to ensure engineers can trust the results.

What are the limitations of researching React APIs strictly from source materials?▼

Limitations of source-driven React API research include dependency on the availability and coverage of tests, source code, PRs, and issues. If source materials lack discussion on a specific API behavior, the workflow cannot fabricate evidence beyond what exists.

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