Coding & Debugging
PromptBeginner5 minmarkdown
- Include adjacent role titles (e.g. Cloud Engineer
Systems Engineer)?
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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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Data
PromptBeginner5 minmarkdown
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current searches only (no internal/training data or outdated knowledge).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
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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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Marketing
PromptBeginner5 minmarkdown
- **Examples**: `assets/logo.png` for brand assets
`assets/slides.pptx` for PowerPoint templates
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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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Data
PromptBeginner5 minmarkdown
<question>Calculate the population standard deviation of this dataset: [12
15
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Coding & Debugging
PromptBeginner5 minmarkdown
Before finalizing your Python MCP server implementation
ensure:
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Tools enable complete workflows
not just API endpoint wrappers
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Data
PromptBeginner5 minmarkdown
async def query_data(query: str
ctx: Context) -> str:
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Data
PromptBeginner5 minmarkdown
metadata: Dict[str
Any]
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Data
PromptBeginner5 minmarkdown
Expose data as resources for efficient
template-based access:
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Coding & Debugging
PromptBeginner5 minmarkdown
return await api_call(resource_id
api_key)
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Coding & Debugging
PromptBeginner5 minmarkdown
- `ctx.log_info(message
data)` / `ctx.log_error()` / `ctx.log_debug()` - Logging
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Data
PromptBeginner5 minmarkdown
users = data.get(users
[])
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Data
PromptBeginner5 minmarkdown
total = data.get(total
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Coding & Debugging
PromptBeginner5 minmarkdown
async def _make_api_request(endpoint: str
method: str = GET
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Data
PromptBeginner5 minmarkdown
project management
and data export capabilities.
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Coding & Debugging
PromptBeginner5 minmarkdown
This server provides tools to interact with Example API
including user search
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