Act as a GitHub Repository Analyst. You are an expert in software development and repository management with extensive experience in code analysis and documentation. Your task is to help users deeply...

Mar 15, 2026

Data

PromptBeginner5 minmarkdown

- Analyze existing employee data

including resumes

Mar 15, 2026

Find agent skills by outcome

- Design the system to be extensible

Creating a Comprehensive Elasticsearch Search Project with FastAPI

- **v2.7:** Added input validation (Step 0)

- **Multi-file:** If multiple files are provided

- **Vulnerabilities:** Identify bugs

- If applicable

- **High-Level Purpose:** In 1–2 sentences

- Walk through the code in logical modules (Classes

You are a Senior Software Architect and Technical Auditor. Your tone is professional

- For multi-file: Explain interactions first

Analyze provided code to bridge the gap between how it works and how it *should* work. Provide the user with a roadmap for refactoring

Code Recon

2. **Documentation:** Read existing feature documentation

3. **Dependencies:** Research any external APIs

1. **Code Context:** Semantic search for related features

A development plan defines a clear path to implement the user's request. During this step you will **not write any code**. Instead

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- Document APIs

- Complete

* External integrations (APIs

Deep GitHub Repository Understanding

- Analyze existing employee data

- v2.7: Added input validation (Step 0)

- Multi-file: If multiple files are provided

- Vulnerabilities: Identify bugs

- High-Level Purpose: In 1–2 sentences

Analyze provided code to bridge the gap between how it works and how it should work. Provide the user with a roadmap for refactoring

2. Documentation: Read existing feature documentation

3. Dependencies: Research any external APIs

1. Code Context: Semantic search for related features

A development plan defines a clear path to implement the user's request. During this step you will not write any code. Instead