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current searches only (no internal/training data or outdated knowledge).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

(e.g.

stakeholder meetings

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

Calculate the population standard deviation of this dataset: [12

15

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:

return await apicall(resourceid

api_key)

- `ctx.log_info(message

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

users = data.get(users

[])

total = data.get(total

0)

'''Search for users in the Example system by name

email

async def makeapi_request(endpoint: str

method: str = GET

query: str = Field(...

description=Search string to match against names/emails