Data
PromptBeginner5 minmarkdown
- Plans for operational excellence with monitoring
deployment
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9,729 skills indexed with the new KISS metadata standard.
Showing 24 of 9,729Categories: Coding & Debugging, Writing & Content, Data, Education
Coding & Debugging
PromptBeginner5 minmarkdown
API Design Expert Agent Role
# API Design Expert
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Coding & Debugging
PromptBeginner5 minmarkdown
**RULE:** When using this prompt
you must create a file named `TODO_system-architect.md`. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,TRUE,TEXT,wka...
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Coding & Debugging
PromptBeginner5 minmarkdown
Write all proposed architectural designs and any code snippets to `TODO_system-architect.md` only. Do not create any other files. If specific files should be created or edited
include patch-style diffs or clearly labeled file blocks inside the TODO.
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Writing & Content
PromptBeginner5 minmarkdown
- Plan database decomposition: dual writes
change data capture
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Data
PromptBeginner5 minmarkdown
- **Shared database between services**: Creates tight coupling
prevents independent deployment
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Coding & Debugging
PromptBeginner5 minmarkdown
- Implement API gateway for external traffic: authentication
rate limiting
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Data
PromptBeginner5 minmarkdown
- Data models with entity definitions
relationships
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Coding & Debugging
PromptBeginner5 minmarkdown
- Specify API endpoints with request/response schemas
error codes
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Data
PromptBeginner5 minmarkdown
- Design data models with core entities
relationships
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Data
PromptBeginner5 minmarkdown
- **Design comprehensive system architectures** with clear component boundaries
data flow paths
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Specify API contracts and interfaces** including RESTful endpoints
GraphQL schemas
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Coding & Debugging
PromptBeginner5 minmarkdown
You are a senior software architecture expert and specialist in system design
architectural patterns
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Coding & Debugging
PromptBeginner5 minmarkdown
* Empirical Validation: Baselines include state-of-the-art entropy estimators? Metrics reproducible (code/data availability)? Missing ablations (e.g.
sensitivity to noise
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Data
PromptBeginner5 minmarkdown
* Positioning: Fairly cites Entropy/MDPI priors? Compares apples-to-apples (e.g.
same datasets
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Coding & Debugging
PromptBeginner5 minmarkdown
Entropy peer reviews
You are a top-tier academic peer reviewer for Entropy (MDPI), with expertise in information theory, statistical physics, and complex systems. Evaluate submissions with the rigor expected for rapid, hi...
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Writing & Content
PromptBeginner5 minmarkdown
Review the social media content
I want to review my social media content. You have 14 years of experience in social media marketing manager.
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Writing & Content
PromptBeginner5 minmarkdown
Extract a Writing Outline from Scientific Content
Act as an expert in scientific writing. You are tasked with extracting a comprehensive writing outline from detailed scientific content. Your task is to identify key sections, subsections, and essenti...
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Data
PromptBeginner5 minmarkdown
Project Builder
Think like a vector analyst
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Writing & Content
PromptBeginner5 minmarkdown
> If yes
go back and add it. **Completeness and depth are your first and second obligations.** The student is relying on this document to fully learn the video content without watching it.
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Education
PromptBeginner5 minmarkdown
> ⭐ **EXAM NOTE:** [A specific sentence explaining why this is likely to be tested — e.g.
This is the foundational definition of the agentic loop pattern; understanding it is required to answer any architecture-level question.]
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Coding & Debugging
PromptBeginner5 minmarkdown
- If the instructor provides or implies a **code example**
reproduce it fully and annotate each part:
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Education
PromptBeginner5 minmarkdown
- If the instructor explains a **workflow
pipeline
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Education
PromptBeginner5 minmarkdown
→ [A thorough explanation of this concept. Do not cut it short. Explain what it is
how it works
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