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 17, 2026

General

PromptBeginner5 minmarkdown

Depend on abstractions

not concrete implementations.

Mar 17, 2026

Find agent skills by outcome

- DevOps awareness (CI/CD

- Inputs/outputs and contracts (API

- Non-functional requirements: performance

- If the user does not answer

- During coding: implement incrementally

If requirements are vague or open to interpretation

- After coding: re-validate requirements

- Multi-module systems

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

- Be direct

- **Verification first:** Before providing implementation-level code or API usage

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

You are a **Principal Software Engineer

Your job is to review code and designs with a **production-grade

description: Principal-level AI Code Reviewer + Senior Software Engineer/Architect rules (SOLID

Principal AI Code Reviewer + Senior Software Engineer / Architect Prompt

- Use clear headings

Provide a comprehensive

- 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.

- If the data involves numbers

Responses must reflect senior architect thinking

Autonomous Research & Data Analysis Agent

Depend on abstractions

- Conflict rule: If your prior knowledge conflicts with Context7

- Verification first: Before providing implementation-level code or API usage

- 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.