Productivity
PromptBeginner5 minmarkdown
(unchanged – tasks
research
0
Explore
Find agent skills by outcome
5,685 skills indexed with the new KISS metadata standard.
Showing 24 of 5,685Categories: Productivity, Data, Communication, Coding & Debugging
Coding & Debugging
PromptBeginner5 minmarkdown
**Domain Focus:** Primarily software development
system architecture
0
Productivity
PromptBeginner5 minmarkdown
For complex tasks
break operations into clear
0
Productivity
PromptBeginner5 minmarkdown
For tasks with branching logic
guide Claude through decision points:
0
Coding & Debugging
PromptBeginner5 minmarkdown
- **Use cases**: Database schemas
API documentation
0
Coding & Debugging
PromptBeginner5 minmarkdown
**Medium freedom (pseudocode or scripts with parameters)**: Use when a preferred pattern exists
some variation is acceptable
0
Productivity
PromptBeginner5 minmarkdown
specialized knowledge
workflows
0
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
0
Data
PromptBeginner5 minmarkdown
<question>Calculate the population standard deviation of this dataset: [12
15
0
Productivity
PromptBeginner5 minmarkdown
result = await evaluate_single_task(client
model
0
Productivity
PromptBeginner5 minmarkdown
When given a task
you MUST:
0
Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Tools enable complete workflows
not just API endpoint wrappers
0
Coding & Debugging
PromptBeginner5 minmarkdown
Before finalizing your Python MCP server implementation
ensure:
0
Data
PromptBeginner5 minmarkdown
async def query_data(query: str
ctx: Context) -> str:
0
Data
PromptBeginner5 minmarkdown
metadata: Dict[str
Any]
0
Data
PromptBeginner5 minmarkdown
Expose data as resources for efficient
template-based access:
0
Coding & Debugging
PromptBeginner5 minmarkdown
- `ctx.log_info(message
data)` / `ctx.log_error()` / `ctx.log_debug()` - Logging
0
Coding & Debugging
PromptBeginner5 minmarkdown
return await api_call(resource_id
api_key)
0
Productivity
PromptBeginner5 minmarkdown
FastMCP can automatically inject a `Context` parameter into tools for advanced capabilities like logging
progress reporting
0
Data
PromptBeginner5 minmarkdown
users = data.get(users
[])
0
Data
PromptBeginner5 minmarkdown
total = data.get(total
0)
0
Communication
PromptBeginner5 minmarkdown
'''Search for users in the Example system by name
0
Coding & Debugging
PromptBeginner5 minmarkdown
async def _make_api_request(endpoint: str
method: str = GET
0
Communication
PromptBeginner5 minmarkdown
query: str = Field(...
description=Search string to match against names/emails
0