How React’s scores are calculated

Point an agent at llms.txt or agent-oriented docsweight 2

2 (weight) × 9 (quality) × 1.0 (full) = 18.0 of 20 max

• [probe] https://react.dev/llms.txt“PROBE llms.txt: HTTP 200 at https://react.dev/llms.txt # React Documentation > The library for web and native user interfaces. ## Learn React ### GET STARTED #### Quick St”

Run the product headlessly / in CI for automationweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Plug MCP servers into this product so it can use their toolsweight 3

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Connect an agent via an official MCP serverweight 3

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Use an official CLIweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Drive the product through a documented public APIweight 3

3 (weight) × 6 (quality) × 0.6 (partial) = 10.8 of 30 max

• [claimed-docs] https://react.dev“You don’t have to build your whole page in React. Add React to your existing HTML page, and render interactive React components anywhere on it.”
• [claimed-docs] https://react.dev“This markup syntax is called JSX. It is a JavaScript syntax extension popularized by React.”
• [claimed-docs] https://react.dev“You can pass them new data in response to an interaction, like when the user types into an input. React will then update the screen to match the new data.”
• [github] https://github.com/facebook/react“Build encapsulated components that manage their own state, then compose them to make complex UIs.”
• [probe] https://react.dev/llms.txt“PROBE llms.txt: HTTP 200 at https://react.dev/llms.txt # React Documentation > The library for web and native user interfaces. ## Learn React ### GET STARTED #### Quick St”
• [probe] https://react.dev/openapi.json“PROBE openapi: all candidate paths 404 (https://react.dev/openapi.json, https://react.dev/swagger.json, https://react.dev/api/openapi.json, https://react.dev/.well-known/openapi.json)”

Issue scoped/least-privilege API credentials for an agentweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Build against official SDKsweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Subscribe to events via webhooksweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Explore an interactive API reference with runnable examplesweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Download a machine-readable API spec (OpenAPI or equivalent)weight 2

n/a — not applicable to this product: excluded from numerator and denominator

• [probe] https://react.dev/openapi.json“PROBE openapi: all candidate paths 404 (https://react.dev/openapi.json, https://react.dev/swagger.json, https://react.dev/api/openapi.json, https://react.dev/.well-known/openapi.json)”

Test against a sandbox environment without touching production dataweight 1

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Rely on versioned APIs with a documented deprecation policyweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Do everything through the API that I can do in the UIweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Export all of my data in open formats and leaveweight 3

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Read the product's source under an open licenseweight 2

2 (weight) × 8 (quality) × 1.0 (full) = 16.0 of 20 max

• [github] https://github.com/facebook/react“Build encapsulated components that manage their own state, then compose them to make complex UIs.”
• [community] https://news.ycombinator.com/item?id=15316175“It sucks that it took this long, but at the end of the day, they've done the right thing [relicensing React away from BSD+Patents to MIT].”
• [community] https://news.ycombinator.com/item?id=15316175“Death to asymmetrical patent clauses! Huge victory for OSS.”
• [community] https://news.ycombinator.com/item?id=9271246“The first thing I do now on each Facebook open-source reveal, is to check the PATENTS file for the toxic second paragraph... I can't imagine being able to use this at any decent-sized company with lawyers.”

Self-host the core productweight 3

3 (weight) × 6 (quality) × 1.0 (full) = 18.0 of 30 max

• [github] https://github.com/facebook/react“Build encapsulated components that manage their own state, then compose them to make complex UIs.”
• [community] https://news.ycombinator.com/item?id=15316175“It sucks that it took this long, but at the end of the day, they've done the right thing [relicensing React away from BSD+Patents to MIT].”
• [claimed-docs] https://react.dev“On the server, React lets you start streaming HTML while you’re still fetching data, progressively filling in the remaining content before any JavaScript code loads.”
• [github] https://github.com/facebook/react“React can also render on the server using Node and power mobile apps using React Native.”
• [github] https://github.com/facebook/react“you can use as little or as much React as you need”

Get AI-generated insights and suggestions from my data inside the productweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Set up automations that run autonomously in the backgroundweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Delegate tasks to a built-in AI assistant inside the productweight 3

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Operate the product with natural-language commandsweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Perform bulk operations across many items at onceweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Define rules that trigger actions automatically on eventsweight 3

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Schedule recurring jobs or workflowsweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Version, review, and roll back my automationsweight 1

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh