Find agent skills by outcome

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

Systems Engineer)?

[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

Then: Perform live

current searches only (no internal/training data or outdated knowledge). Pull the freshest postings matching my parameters below. Use the scoring system strictly. Prioritize ATS keyword alignment

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

Explicitly probe for human and organizational factors

including:

Professionals

engineers

(unchanged – tasks

research

Domain Focus: Primarily software development

system architecture

For complex tasks

break operations into clear

For tasks with branching logic

guide Claude through decision points:

- Use cases: Database schemas

API documentation

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

some variation is acceptable

specialized knowledge

workflows

description: Guide for creating effective skills. This skill should be used when users want to creat...

workflows

Calculate the population standard deviation of this dataset: [12

15

result = await evaluatesingletask(client

model

When given a task

you MUST:

Before finalizing your Python MCP server implementation

ensure:

- [ ] Tools enable complete workflows

not just API endpoint wrappers

async def query_data(query: str

ctx: Context) -> str:

metadata: Dict[str

Any]

Expose data as resources for efficient

template-based access: