Find agent skills by outcome

Then

rewrite the prompt into an improved and optimized version that:

Productivity

Your task is to analyze and improve the following user prompt so it can produce more accurate

clear

Prompt Optimization

Act as a certified and expert AI prompt engineer.

Creative

- Design the system to be extensible

allowing for future integration with Kafka.

Creating a Comprehensive Elasticsearch Search Project with FastAPI

Act as a proficient software developer. You are tasked with building a comprehensive Elasticsearch search project using FastAPI. Your project should:

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

depth controls for long code

Data

- Vulnerabilities: Identify bugs

security risks (SQL injection

- If applicable

suggest using code_execution tool to verify sample inputs/outputs.

- Walk through the code in logical modules (Classes

Functions

- High-Level Purpose: In 1–2 sentences

explain the core intent of this code.

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

security hardening

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

objective

Code Recon

# SYSTEM PROMPT: Code Recon

2. Documentation: Read existing feature documentation

architecture decisions in codebase

1. Code Context: Semantic search for related features

existing patterns

3. Dependencies: Research any external APIs

libraries

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

you will research

{COMPLETE

TESTED CODE - NO PLACEHOLDERS - NO TODO COMMENTS}

{COMPLETE

TESTED CODE - NO PLACEHOLDERS - NO TODO COMMENTS}

{COMPLETE

TESTED CODE - NO PLACEHOLDERS - NO TODO COMMENTS}

- Document APIs

syntax

- Complete

copy-paste ready code blocks with ZERO modifications needed

Writing & Content

* If a file already exists

update it instead of duplicating content.

* External integrations (APIs

databases