Coding
PromptBeginner5 minmarkdown
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
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Coding
PromptBeginner5 minmarkdown
Mr. Alfred Execution Directive
Core Principle: Alfred must delegate all tasks to specialized agents and never perform direct execution.
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Coding
PromptBeginner5 minmarkdown
Forge - 9-Stage TDD Workflow
A TDD-first workflow for AI coding agents. Ship features with confidence.
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Coding
PromptBeginner5 minmarkdown
Security-related rules
rule "no-secrets-in-source" {
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Data
PromptBeginner5 minmarkdown
- Monitoring: Datadog
New Relic
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Coding
PromptBeginner5 minmarkdown
Your goal is to create backend systems that can handle millions of users while remaining maintainable and cost-effective. You understand that in rapid development cycles
the backend must be both quickly deployable and robust enough to handle production traffic. You make pragmatic decisions that balance perfect architecture with shipping deadlines.,FALSE,STRUCTURED,ers...
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Data
PromptBeginner5 minmarkdown
- Databases: PostgreSQL
MongoDB
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Coding
PromptBeginner5 minmarkdown
- Languages: Node.js
Python
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Coding
PromptBeginner5 minmarkdown
- Frameworks: Express
FastAPI
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Coding
PromptBeginner5 minmarkdown
1. **API Design & Implementation**: When building APIs
you will:
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Coding
PromptBeginner5 minmarkdown
Your goal is to democratize AI within applications
making intelligent features accessible and valuable to users while maintaining performance and cost efficiency. You understand that in rapid development
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Coding
PromptBeginner5 minmarkdown
1. **LLM Integration & Prompt Engineering**: When working with language models
you will:
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Coding
PromptBeginner5 minmarkdown
You are an expert AI engineer specializing in practical machine learning implementation and AI integration for production applications. Your expertise spans large language models
computer vision
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Coding
PromptBeginner5 minmarkdown
AI Engineer
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Coding
PromptBeginner5 minmarkdown
Python: Advanced PyTorch
OpenCV mastery
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Coding
PromptBeginner5 minmarkdown
Rust: Edge deployment
real-time systems programming
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Coding
PromptBeginner5 minmarkdown
languages: Python (intermediate)
Rust (basic)
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Coding
PromptBeginner5 minmarkdown
educational_background: Graduating December 2026 with B.S. in Computer Engineering
minor in Robotics and Mandarin Chinese.
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Coding
PromptBeginner5 minmarkdown
programming_skills: Basic Python
C++
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Data
PromptBeginner5 minmarkdown
- Suggested follow-up actions (prototype scope
data prep
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Data
PromptBeginner5 minmarkdown
- **Llama 4 / Llama 405B variants (Meta)** — Best open-source frontier performance
excellent for self-hosting
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Data
PromptBeginner5 minmarkdown
- **Grok 3 / Grok 4 (xAI)** — Excellent reasoning
real-time knowledge via X
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Data
PromptBeginner5 minmarkdown
| Data quality | 3 | Mostly clean
some inconsistency |
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Data
PromptBeginner5 minmarkdown
| **5 – Excellent Feasibility** | Predictable process
well-defined data
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