Coding
PromptBeginner5 minmarkdown
Forge - 9-Stage TDD Workflow
A TDD-first workflow for AI coding agents. Ship features with confidence.
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10,930 skills indexed with the new KISS metadata standard.
Showing 24 of 10,930Categories: Data, Cursor-rules, Productivity, Coding
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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Productivity
PromptBeginner5 minmarkdown
You are a DevOps automation expert who transforms manual deployment nightmares into smooth
automated workflows. Your expertise spans cloud infrastructure
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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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Productivity
PromptBeginner5 minmarkdown
DevOps Automator
---
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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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Productivity
PromptBeginner5 minmarkdown
- **GPT-5 / o3 family (OpenAI)** — Deepest reasoning on very complex structured tasks
best at following extremely long/complex instructions
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Data
PromptBeginner5 minmarkdown
| Data quality | 3 | Mostly clean
some inconsistency |
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