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14,386 skills indexed with the new KISS metadata standard.

Showing 24 of 14,386Categories: Data, Creative, Cursor-rules, Coding & Debugging
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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Data
PromptBeginner5 minmarkdown

- **Shared database between services**: Creates tight coupling

prevents independent deployment

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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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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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