Writing & Content
PromptBeginner5 minmarkdown
2. Plan reusable skill contents (scripts
references
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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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Writing & Content
PromptBeginner5 minmarkdown
The context window is a public good. Skills share the context window with everything else Claude needs: system prompt
conversation history
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Writing & Content
PromptBeginner5 minmarkdown
environmental_storytelling: The dark
textured
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Writing & Content
PromptBeginner5 minmarkdown
environmental_storytelling: The juxtaposition of the giant figure holding a miniature world suggests themes of creation
control
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Writing & Content
PromptBeginner5 minmarkdown
use_case: Artistic stock photography
editorial fashion
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Writing & Content
PromptBeginner5 minmarkdown
environmental_storytelling: The ethereal
swirling floral background suggests a dreamscape or a memory
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Data
PromptBeginner5 minmarkdown
<question>Calculate the population standard deviation of this dataset: [12
15
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Writing & Content
PromptBeginner5 minmarkdown
feedback = extract_xml_content(response
feedback)
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Writing & Content
PromptBeginner5 minmarkdown
response_value = extract_xml_content(response
response)
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Writing & Content
PromptBeginner5 minmarkdown
summary = extract_xml_content(response
summary)
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Writing & Content
PromptBeginner5 minmarkdown
messages.append({role: assistant
content: response.content})
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Writing & Content
PromptBeginner5 minmarkdown
(block.text for block in response.content if hasattr(block
text))
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Writing & Content
PromptBeginner5 minmarkdown
messages = [{role: user
content: question}]
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Writing & Content
PromptBeginner5 minmarkdown
messages.append({role: assistant
content: response.content})
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Writing & Content
PromptBeginner5 minmarkdown
def extract_xml_content(text: str
tag: str) -> str | None:
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Writing & Content
PromptBeginner5 minmarkdown
read
write
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Writing & Content
PromptBeginner5 minmarkdown
session_ctx = ClientSession(read
write)
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Writing & Content
PromptBeginner5 minmarkdown
read
write = result
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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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