General
PromptBeginner5 minmarkdown
- Backend frameworks (Express
Fastify
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General
PromptBeginner5 minmarkdown
Gemfile → gem 'rails'
'~> 7.0.8'
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General
PromptBeginner5 minmarkdown
- **Java/Kotlin**: Read `pom.xml`
`build.gradle`
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General
PromptBeginner5 minmarkdown
- **.NET/C#**: Read `*.csproj`
`packages.config`
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General
PromptBeginner5 minmarkdown
- Example: `Versions: v5.1.0
4_21_2`
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General
PromptBeginner5 minmarkdown
topic: middleware // or routing
best-practices
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General
PromptBeginner5 minmarkdown
**AFTER fetching docs
you MUST check versions:**
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General
PromptBeginner5 minmarkdown
**Example**: For express
select `/expressjs/express` (94.2 score
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General
PromptBeginner5 minmarkdown
**BEFORE answering ANY question about a library
framework
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General
PromptBeginner5 minmarkdown
**Best Practices Matter**: Up-to-date documentation includes current best practices
security patterns
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General
PromptBeginner5 minmarkdown
**If you skip steps 3-5
you are providing outdated/hallucinated information.**
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General
PromptBeginner5 minmarkdown
tools: ['read'
'search'
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General
PromptBeginner5 minmarkdown
description: 'Expert in latest library versions
best practices
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General
PromptBeginner5 minmarkdown
Context7 Documentation Expert Agent
---
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General
PromptBeginner5 minmarkdown
subject_action: One hand rests on a manila folder on the table
the other hovers near her whiskey glass.
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General
PromptBeginner5 minmarkdown
argument-hint: 'Ask about specific libraries/frameworks (e.g.
Next.js routing
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General
PromptBeginner5 minmarkdown
tools: [get-library-docs
resolve-library-id]
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General
PromptBeginner5 minmarkdown
camera_angle: Eye-level medium close-up
shallow depth of field focusing strictly on the subject's eyes.
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General
PromptBeginner5 minmarkdown
location: The Velvet Note
a crowded
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General
PromptBeginner5 minmarkdown
subject_expression: A piercing
guarded gaze
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General
PromptBeginner5 minmarkdown
costume: A structured beige trench coat worn over a dark cocktail dress
leather gloves
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General
PromptBeginner5 minmarkdown
environmental_elements: Thick swirls of cigarette smoke filling the air
a half-empty glass of amber whiskey on the table
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General
PromptBeginner5 minmarkdown
prompt: You will perform an image edit using the person from the provided photo as the main subject. Preserve her core likeness. Transform the subject (female) into a sharp-witted 1950s private investigator seated in a booth at a dimly lit
smoke-filled jazz club. The image must be Ultra-Photorealistic and Movie-Quality
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General
PromptBeginner5 minmarkdown
subject_expression: A piercing
cynical gaze with narrowed eyes and a tight jaw.
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