Coding & Debugging
PromptBeginner5 minmarkdown
- Include adjacent role titles (e.g. Cloud Engineer
Systems Engineer)?
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Coding & Debugging
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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
PromptBeginner5 minmarkdown
# Professionals
engineers
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Coding & Debugging
PromptBeginner5 minmarkdown
**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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Business
PromptBeginner5 minmarkdown
clothing_style: A mix of modern casual wear
business suits
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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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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Tools enable complete workflows
not just API endpoint wrappers
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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
const data = await apiRequest(params.limit
params.offset);
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