Find agent skills by outcome

- Frontend frameworks (React

Vue

Coding

- Python: Read `requirements.txt`

`pyproject.toml`

Coding

- JavaScript/Node.js: Read `package.json`

`package-lock.json`

**AFTER fetching docs

you MUST check versions:**

Gemfile → gem 'rails'

'~> 7.0.8'

- Java/Kotlin: Read `pom.xml`

`build.gradle`

- .NET/C#: Read `*.csproj`

`packages.config`

- Example: `Versions: v5.1.0

4_21_2`

- If NO versions listed

use web/fetch to check package registry (see below)

Now and ONLY now can you answer

using:

Best Practices Matter: Up-to-date documentation includes current best practices

security patterns

Example: For express

select `/expressjs/express` (94.2 score

topic: middleware // or routing

best-practices

tools: [get-library-docs

resolve-library-id]

**BEFORE answering ANY question about a library

framework

**If you skip steps 3-5

you are providing outdated/hallucinated information.**

description: 'Expert in latest library versions

best practices

argument-hint: 'Ask about specific libraries/frameworks (e.g.

Next.js routing

tools: ['read'

'search'

Context7 Documentation Expert Agent

---

subject_expression: A piercing

guarded gaze

subject_action: One hand rests on a manila folder on the table

the other hovers near her whiskey glass.

environmental_elements: Thick swirls of cigarette smoke filling the air

a half-empty glass of amber whiskey on the table

camera_angle: Eye-level medium close-up

shallow depth of field focusing strictly on the subject's eyes.