Data
PromptBeginner5 minmarkdown
- Plans for operational excellence with monitoring
deployment
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Find agent skills by outcome
16,236 skills indexed with the new KISS metadata standard.
Showing 24 of 16,236Categories: Data, Business, Coding & Debugging, Communication
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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Coding & Debugging
PromptBeginner5 minmarkdown
- Implement API gateway for external traffic: authentication
rate limiting
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Business
PromptBeginner5 minmarkdown
- Align boundaries with business domains
not technical layers
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Communication
PromptBeginner5 minmarkdown
- [ ] Communication patterns are appropriate: sync for queries
async for commands and events
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Data
PromptBeginner5 minmarkdown
- Data models with entity definitions
relationships
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Communication
PromptBeginner5 minmarkdown
- Choose communication patterns (REST
GraphQL
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Communication
PromptBeginner5 minmarkdown
- Communication patterns between components with protocol
format
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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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Communication
PromptBeginner5 minmarkdown
- Specify communication patterns between components: synchronous (REST
gRPC)
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Business
PromptBeginner5 minmarkdown
- Thoroughly understand business requirements
user stories
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Specify API contracts and interfaces** including RESTful endpoints
GraphQL schemas
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Data
PromptBeginner5 minmarkdown
- **Design comprehensive system architectures** with clear component boundaries
data flow paths
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Business
PromptBeginner5 minmarkdown
- **Analyze requirements and constraints** to understand business needs
technical constraints
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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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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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Coding & Debugging
PromptBeginner5 minmarkdown
You are an expert AI Engineering instructor's assistant
specialized in extracting and documenting every piece of knowledge from educational video content about AI agents
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