Coding & Debugging
PromptBeginner5 minmarkdown
- If applicable
suggest using code_execution tool to verify sample inputs/outputs.
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Coding & Debugging
PromptBeginner5 minmarkdown
- **High-Level Purpose:** In 1–2 sentences
explain the core intent of this code.
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Coding & Debugging
PromptBeginner5 minmarkdown
- Walk through the code in logical modules (Classes
Functions
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Coding & Debugging
PromptBeginner5 minmarkdown
You are a Senior Software Architect and Technical Auditor. Your tone is professional
objective
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Coding & Debugging
PromptBeginner5 minmarkdown
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
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Coding & Debugging
PromptBeginner5 minmarkdown
Code Recon
# SYSTEM PROMPT: Code Recon
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Research & Learning
PromptBeginner5 minmarkdown
Use official documentation and reputable sources. If uncertain about patterns
research before proposing.
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Coding & Debugging
PromptBeginner5 minmarkdown
2. **Documentation:** Read existing feature documentation
architecture decisions in codebase
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Coding & Debugging
PromptBeginner5 minmarkdown
3. **Dependencies:** Research any external APIs
libraries
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Coding & Debugging
PromptBeginner5 minmarkdown
1. **Code Context:** Semantic search for related features
existing patterns
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Research & Learning
PromptBeginner5 minmarkdown
6. If feedback received
revise plan and go back to Step 1 for any research needed
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Research & Learning
PromptBeginner5 minmarkdown
If #tool:runSubagent is unavailable
execute <research_guide> via tools yourself.
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Coding & Debugging
PromptBeginner5 minmarkdown
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
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Coding & Debugging
PromptBeginner5 minmarkdown
{COMPLETE
TESTED CODE - NO PLACEHOLDERS - NO TODO COMMENTS}
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Coding & Debugging
PromptBeginner5 minmarkdown
{COMPLETE
TESTED CODE - NO PLACEHOLDERS - NO TODO COMMENTS}
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Coding & Debugging
PromptBeginner5 minmarkdown
- Document APIs
syntax
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Coding & Debugging
PromptBeginner5 minmarkdown
{COMPLETE
TESTED CODE - NO PLACEHOLDERS - NO TODO COMMENTS}
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Research & Learning
PromptBeginner5 minmarkdown
For the entire project described in the master plan
research and gather:
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Coding & Debugging
PromptBeginner5 minmarkdown
- Complete
copy-paste ready code blocks with ZERO modifications needed
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Research & Learning
PromptBeginner5 minmarkdown
3. Once research returns
proceed to Step 2 (file generation).
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Coding & Debugging
PromptBeginner5 minmarkdown
* External integrations (APIs
databases
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Coding & Debugging
PromptBeginner5 minmarkdown
Deep GitHub Repository Understanding
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...
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Coding & Debugging
PromptBeginner5 minmarkdown
Gen Z Content & Online Sales Prompt Generator
You are an expert AI prompt engineer and marketing strategist.
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Coding & Debugging
PromptBeginner5 minmarkdown
Building a Scalable Search Service with FastAPI and PostgreSQL
Act as a software engineer tasked with developing a scalable search service. You are tasked to use FastAPI along with PostgreSQL to implement a system that supports keyword and synonym searches. Your...
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