Find agent skills by outcome

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?)

- Include adjacent role titles (e.g. Cloud Engineer

Systems Engineer)?

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[e.g. Security Engineer

Senior Security Engineer

Search for [job sector e.g. Cybersecurity Engineer

Senior DevOps Engineer] jobs posted in the last [Posting Window].

- Software Engineering: Python

Java

Claude Code Skill (Slash Command): review-and-commit.md

Professionals

engineers

Domain Focus: Primarily software development

system architecture

- Use cases: Database schemas

API documentation

Medium freedom (pseudocode or scripts with parameters): Use when a preferred pattern exists

some variation is acceptable

- [ ] Tools enable complete workflows

not just API endpoint wrappers

Before finalizing your Python MCP server implementation

ensure:

- `ctx.log_info(message

data) / ctx.logerror() / ctx.logdebug()` - Logging

return await apicall(resourceid

api_key)

async def makeapi_request(endpoint: str

method: str = GET

This server provides tools to interact with Example API

including user search

async def makeapi_request(endpoint: str

method: str = GET

data = await api_request(limit=params.limit

offset=params.offset)

The official MCP Python SDK provides FastMCP

a high-level framework for building MCP servers. It provides:

This document provides Python-specific best practices and examples for implementing MCP servers usin...

tool registration patterns

- [ ] Tools enable complete workflows

not just API endpoint wrappers

* This server provides tools to interact with Example API

including user search

const data = await apiRequest(params.limit

params.offset);