Productivity
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(unchanged – tasks
research
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18,472 skills indexed with the new KISS metadata standard.
Showing 24 of 18,472Categories: Productivity, Communication, Coding & Debugging, Creative, Data
Coding & Debugging
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**Domain Focus:** Primarily software development
system architecture
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Creative
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return False
fName '{name}' cannot start/end with hyphen or contain consecutive hyphens
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Productivity
PromptBeginner5 minmarkdown
For tasks with branching logic
guide Claude through decision points:
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Productivity
PromptBeginner5 minmarkdown
For complex tasks
break operations into clear
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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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Productivity
PromptBeginner5 minmarkdown
specialized knowledge
workflows
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Productivity
PromptBeginner5 minmarkdown
description: Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge
workflows
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Creative
PromptBeginner5 minmarkdown
use_case: Concept art for a science-fiction or fantasy film
book cover illustration
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Creative
PromptBeginner5 minmarkdown
description_short: A surreal digital artwork depicting a giant young woman holding a complex
multi-level cross-section of a vibrant
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Creative
PromptBeginner5 minmarkdown
prompt: A dreamy
artistic photograph of a young woman with brown
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Creative
PromptBeginner5 minmarkdown
Dreamy Artistic Photograph of a Young Woman in a Meadow
{
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Data
PromptBeginner5 minmarkdown
<question>Calculate the population standard deviation of this dataset: [12
15
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Productivity
PromptBeginner5 minmarkdown
result = await evaluate_single_task(client
model
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Productivity
PromptBeginner5 minmarkdown
When given a task
you MUST:
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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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Creative
PromptBeginner5 minmarkdown
4. **Proper Imports**: Group imports (standard library
third-party
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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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