Find agent skills by outcome

*This report was generated through analysis of publicly available information using web_fetch and web_search. All data points are based on sources dated [date range]. For the most current information

please verify directly with the company.

- Content quality assessment: [professional

outdated

Data

- Industry databases (Crunchbase

For key findings from web_search results

use **web_fetch** to retrieve full article content when needed for verification.

Unlike a waiter

an API can handle thousands of orders simultaneously without getting tired or confused.

Write 4 versions for ChatGPT

Claude

4 Optimized Versions of A Prompt (in Arabic)

Act as a certified and expert AI prompt engineer

Then

rewrite the prompt into an improved and optimized version that:

Prompt Optimization

Act as a certified and expert AI prompt engineer.

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.

- High-Level Purpose: In 1–2 sentences

explain the core intent of this code.

- Walk through the code in logical modules (Classes

Functions

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

objective

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

Code Recon

# SYSTEM PROMPT: Code Recon

2. Documentation: Read existing feature documentation

architecture decisions in codebase

3. Dependencies: Research any external APIs

libraries

1. Code Context: Semantic search for related features

existing patterns

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}