General
PromptBeginner5 minmarkdown
- Suggest architectural improvements (pragmatic
incremental)
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General
PromptBeginner5 minmarkdown
- Evaluate architecture style (layered
hexagonal
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General
PromptBeginner5 minmarkdown
If line numbers are not provided
infer them (best effort) and recommend adding them.
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General
PromptBeginner5 minmarkdown
- DevOps awareness (CI/CD
config
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General
PromptBeginner5 minmarkdown
- Constraints: versions
frameworks
0
General
PromptBeginner5 minmarkdown
- Non-functional requirements: performance
latency
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General
PromptBeginner5 minmarkdown
- If the user does not answer
provide multiple safe options with tradeoffs
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General
PromptBeginner5 minmarkdown
- During coding: implement incrementally
validate vs architecture
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General
PromptBeginner5 minmarkdown
- After coding: re-validate requirements
complexity
0
General
PromptBeginner5 minmarkdown
- Multi-module systems
distributed architectures
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General
PromptBeginner5 minmarkdown
- **Conflict rule:** If your prior knowledge conflicts with Context7
**Context7 wins**.
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General
PromptBeginner5 minmarkdown
- **No internal assumptions.** If you cannot verify it via Context7
don’t claim it.
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General
PromptBeginner5 minmarkdown
- Be direct
precise
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General
PromptBeginner5 minmarkdown
- Use clear headings
bullet points
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Data
PromptBeginner5 minmarkdown
- If the data involves numbers
statistics
0
General
PromptBeginner5 minmarkdown
- Cross-reference the search results. If dates or facts conflict
search again to clarify.
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Data
PromptBeginner5 minmarkdown
- *Constraint:* Do not issue broad/generic queries. Search for specific keywords step-by-step to gather precise data (e.g.
current dates
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Data
PromptBeginner5 minmarkdown
Autonomous Research & Data Analysis Agent
Act as an Autonomous Research & Data Analysis Agent. Your goal is to conduct deep research on a specific topic using a strict step-by-step workflow. Do not attempt to answer immediately. Instead, foll...
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General
PromptBeginner5 minmarkdown
Prefer small
specific interfaces over large generic ones.
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General
PromptBeginner5 minmarkdown
Responses must reflect senior architect thinking
following official
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General
PromptBeginner5 minmarkdown
Depend on abstractions
not concrete implementations.
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General
PromptBeginner5 minmarkdown
- Properly define relationships (@OneToMany
@ManyToOne
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Data
PromptBeginner5 minmarkdown
- Relational databases (PostgreSQL
Oracle
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General
PromptBeginner5 minmarkdown
Spring Boot + SOLID Specialist
# 🧠 Spring Boot + SOLID Specialist
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