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...

Mar 19, 2026

General

PromptBeginner5 minmarkdown

Responses must reflect senior architect thinking

following official

Mar 19, 2026

General

PromptBeginner5 minmarkdown

Prefer small

specific interfaces over large generic ones.

Mar 19, 2026

General

PromptBeginner5 minmarkdown

- Properly define relationships (@OneToMany

@ManyToOne

Mar 19, 2026

Data

PromptBeginner5 minmarkdown

- Relational databases (PostgreSQL

Oracle

Mar 19, 2026

Find agent skills by outcome

- Readability: naming

- Suggest architectural improvements (pragmatic

- Evaluate architecture style (layered

If line numbers are not provided

- DevOps awareness (CI/CD

- Constraints: versions

- If the user does not answer

- Non-functional requirements: performance

- After coding: re-validate requirements

- During coding: implement incrementally

- Multi-module systems

- **Conflict rule:** If your prior knowledge conflicts with Context7

- **No internal assumptions.** If you cannot verify it via Context7

- Be direct

- Use clear headings

- If the data involves numbers

- Cross-reference the search results. If dates or facts conflict

- *Constraint:* Do not issue broad/generic queries. Search for specific keywords step-by-step to gather precise data (e.g.

Depend on abstractions

Autonomous Research & Data Analysis Agent

Responses must reflect senior architect thinking

Prefer small

- Properly define relationships (@OneToMany

- Relational databases (PostgreSQL

- Conflict rule: If your prior knowledge conflicts with Context7

- No internal assumptions. If you cannot verify it via Context7

- Constraint: Do not issue broad/generic queries. Search for specific keywords step-by-step to gather precise data (e.g.