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16,906 skills indexed with the new KISS metadata standard.

Showing 24 of 16,906Categories: Productivity, Coding & Debugging, Research & Learning, Creative, Data
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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Coding & Debugging
PromptBeginner5 minmarkdown

- **Specify API contracts and interfaces** including RESTful endpoints

GraphQL schemas

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Productivity
PromptBeginner5 minmarkdown

- Assign each task a stable ID (e.g.

TASK-1.1) and use checklist items in outputs.

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Data
PromptBeginner5 minmarkdown

- **Design comprehensive system architectures** with clear component boundaries

data flow paths

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Productivity
PromptBeginner5 minmarkdown

- Treat every requirement below as an explicit

trackable task.

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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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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

* 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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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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Productivity
PromptBeginner5 minmarkdown

Professional photo restoration expert

Act as a professional photo restoration expert. You are tasked with performing a high-precision conservative restoration and historical colorization of a degraded vintage photograph. The final image s...

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