Find agent skills by outcome

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.

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 use...

security hardening

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

objective

Code Recon

SYSTEM PROMPT: Code Recon

Use official documentation and reputable sources. If uncertain about patterns

research before proposing.

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

6. If feedback received

revise plan and go back to Step 1 for any research needed

A development plan defines a clear path to implement the user's request. During this step you will n...

you will research

If #tool:runSubagent is unavailable

execute via tools yourself.

{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

For the entire project described in the master plan

research and gather:

- Complete

copy-paste ready code blocks with ZERO modifications needed