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Unlike a waiter
an API can handle thousands of orders simultaneously without getting tired or confused.
4 Optimized Versions of A Prompt (in Arabic)
Act as a certified and expert AI prompt engineer
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
- 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.
3. Dependencies: Research any external APIs
libraries
2. Documentation: Read existing feature documentation
architecture decisions in codebase
1. Code Context: Semantic search for related features
existing patterns
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
- Complete
copy-paste ready code blocks with ZERO modifications needed