Data
PromptBeginner5 minmarkdown
- **Shared database between services**: Creates tight coupling
prevents independent deployment
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21,527 skills indexed with the new KISS metadata standard.
Showing 24 of 21,527Categories: Data & Insights, Research & Learning, Coding & Debugging, Data, Creative
Creative
PromptBeginner5 minmarkdown
- Design event schemas with versioning and backward compatibility (Avro
Protobuf with schema registry)
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Coding & Debugging
PromptBeginner5 minmarkdown
- Implement API gateway for external traffic: authentication
rate limiting
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Creative
PromptBeginner5 minmarkdown
- Design for observability: structured logging
distributed tracing
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Creative
PromptBeginner5 minmarkdown
- [ ] Security is designed in: zero trust
defense in depth
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Creative
PromptBeginner5 minmarkdown
After completing architectural design
verify:
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Data
PromptBeginner5 minmarkdown
- Data models with entity definitions
relationships
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Creative
PromptBeginner5 minmarkdown
- **Domain-Driven Design**: Bounded contexts
aggregates
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Creative
PromptBeginner5 minmarkdown
- Document third-party integration specifications including authentication
rate limits
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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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Creative
PromptBeginner5 minmarkdown
- Articulate trade-offs of each approach in terms of complexity
cost
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Creative
PromptBeginner5 minmarkdown
Systematically progress from requirements analysis through detailed design
producing actionable specifications that implementation teams can execute.
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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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Creative
PromptBeginner5 minmarkdown
- Preserve a fine
organic photographic grain typical of 35mm analog film.
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Research & Learning
PromptBeginner5 minmarkdown
- If multiple posts are in one file (separated by quotes or dividers): extract each independently
then provide a synthesis layer at the end showing patterns across all posts
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Data
PromptBeginner5 minmarkdown
Project Builder
Think like a vector analyst
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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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Coding & Debugging
PromptBeginner5 minmarkdown
Video extractor prompt
You are an expert AI Engineering instructor's assistant, specialized in extracting and teaching every piece of knowledge from educational video content about AI agents, MCP (Model Context Protocol), a...
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