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 21, 2026

Find agent skills by outcome

- Missing validation

- Exception handling: swallowed errors

- Resource leaks (files

- Race conditions

- Readability: naming

- Evaluate architecture style (layered

- Suggest architectural improvements (pragmatic

If line numbers are not provided

- DevOps awareness (CI/CD

- Non-functional requirements: performance

- Constraints: versions

- If the user does not answer

- 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

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

- If the data involves numbers

Responses must reflect senior architect thinking

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

Autonomous Research & Data Analysis Agent

- 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.