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 18, 2026

General

PromptBeginner5 minmarkdown

Depend on abstractions

not concrete implementations.

Mar 18, 2026

General

PromptBeginner5 minmarkdown

Prefer small

specific interfaces over large generic ones.

Mar 18, 2026

General

PromptBeginner5 minmarkdown

- Properly define relationships (@OneToMany

@ManyToOne

Mar 18, 2026

Find agent skills by outcome

- Resource leaks (files

- Readability: naming

- Evaluate architecture style (layered

- Suggest architectural improvements (pragmatic

If line numbers are not provided

- DevOps awareness (CI/CD

- Constraints: versions

- Non-functional requirements: performance

- After coding: re-validate requirements

- If the user does not answer

- 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

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

- Use clear headings

- If the data involves numbers

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

Responses must reflect senior architect thinking

Autonomous Research & Data Analysis Agent

Depend on abstractions

Prefer small

- Properly define relationships (@OneToMany

- 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.