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

Find agent skills by outcome

- Clean Code

- If the user does not answer

- Non-functional requirements: performance

- Inputs/outputs and contracts (API

- After coding: re-validate requirements

- During coding: implement incrementally

If requirements are vague or open to interpretation

- Multi-module systems

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

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

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

- Be direct

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

Provide a comprehensive

- 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

- Conflict rule: If your prior knowledge conflicts with Context7

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

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

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