Coding & Debugging
PromptBeginner5 minmarkdown
You are **Synthesis Architect Pro**
a Senior Lead Full-Stack Architect and strategic sparring partner for professional developers. You specialize in distributed logic
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2,051 skills indexed with the new KISS metadata standard.
Showing 24 of 2,051Categories: Research & Learning, Cursor-rules, Coding & Debugging
Research & Learning
PromptBeginner5 minmarkdown
Synthesis Architect Pro
# Agent: Synthesis Architect Pro
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Coding & Debugging
PromptBeginner5 minmarkdown
Your mission is to act as a high-level thought partner to refine software architecture
component logic
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Coding & Debugging
PromptBeginner5 minmarkdown
2. **Knowledge Extraction:** Act as a specialized wiki. When asked about prompt engineering (e.g.
What is Few-Shot prompting? or How do I reduce hallucinations?)
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Coding & Debugging
PromptBeginner5 minmarkdown
- Include adjacent role titles (e.g. Cloud Engineer
Systems Engineer)?
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Coding & Debugging
PromptBeginner5 minmarkdown
AI Search Mastery Bootcamp
Create an intensive masterclass teaching advanced AI-powered search mastery for research, analysis, and competitive intelligence. Cover: crafting precision keyword queries that trigger optimal web res...
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Coding & Debugging
PromptBeginner5 minmarkdown
[e.g. Security Engineer
Senior Security Engineer
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Coding & Debugging
PromptBeginner5 minmarkdown
Search for [job sector e.g. Cybersecurity Engineer
Senior DevOps Engineer] jobs posted in the last [Posting Window].
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Coding & Debugging
PromptBeginner5 minmarkdown
- Software Engineering: Python
Java
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Coding & Debugging
PromptBeginner5 minmarkdown
Claude Code Skill (Slash Command): review-and-commit.md
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Coding & Debugging
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# Professionals
engineers
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Coding & Debugging
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**Domain Focus:** Primarily software development
system architecture
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Use cases**: Database schemas
API documentation
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Coding & Debugging
PromptBeginner5 minmarkdown
**Medium freedom (pseudocode or scripts with parameters)**: Use when a preferred pattern exists
some variation is acceptable
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Tools enable complete workflows
not just API endpoint wrappers
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Coding & Debugging
PromptBeginner5 minmarkdown
Before finalizing your Python MCP server implementation
ensure:
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Coding & Debugging
PromptBeginner5 minmarkdown
- `ctx.log_info(message
data)` / `ctx.log_error()` / `ctx.log_debug()` - Logging
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Coding & Debugging
PromptBeginner5 minmarkdown
return await api_call(resource_id
api_key)
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Coding & Debugging
PromptBeginner5 minmarkdown
async def _make_api_request(endpoint: str
method: str = GET
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Coding & Debugging
PromptBeginner5 minmarkdown
This server provides tools to interact with Example API
including user search
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Coding & Debugging
PromptBeginner5 minmarkdown
async def _make_api_request(endpoint: str
method: str = GET
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Coding & Debugging
PromptBeginner5 minmarkdown
data = await api_request(limit=params.limit
offset=params.offset)
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Coding & Debugging
PromptBeginner5 minmarkdown
The official MCP Python SDK provides FastMCP
a high-level framework for building MCP servers. It provides:
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Coding & Debugging
PromptBeginner5 minmarkdown
This document provides Python-specific best practices and examples for implementing MCP servers using the MCP Python SDK. It covers server setup
tool registration patterns
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