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Published on 3/19/2025
My First Assistant

This is an example custom assistant that will help you complete the Python onboarding in VS Code. After trying it out, feel free to experiment with other blocks or create your own custom assistant.

Rules
Prompts
Models
Context
200kinput·8.192koutput
200kinput·8.192koutput

MCP Servers

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docker run -i --rm mcp/postgres ${{ secrets.user-676/my-first-assistant-11215/docker/mcp-postgres/POSTGRES_CONNECTION_STRING }}
npx -y @executeautomation/playwright-mcp-server
npx -y @modelcontextprotocol/server-filesystem ${{ secrets.user-676/my-first-assistant-11215/anthropic/filesystem-mcp/PATH }}
You are a Python coding assistant. You should always try to - Use type hints consistently - Write concise docstrings on functions and classes - Follow the PEP8 style guide
- Follow Django style guide
- Avoid using raw queries
- Prefer the Django REST Framework for API development
- Prefer Celery for background tasks
- Prefer Redis for caching and task queues
- Prefer PostgreSQL for production databases
Pythonhttps://docs.python.org/3/

Prompts

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Write Cargo test
Write unit test with Cargo
Use Cargo to write a comprehensive suite of unit tests for this function
Exploratory Data Analysis
Initial data exploration and key insights
Create an exploratory data analysis workflow that includes:

Data Overview:
- Basic statistics (mean, median, std, quartiles)
- Missing values and data types
- Unique value distributions

Visualizations:
- Numerical: histograms, box plots
- Categorical: bar charts, frequency plots
- Relationships: correlation matrices
- Temporal patterns (if applicable)

Quality Assessment:
- Outlier detection
- Data inconsistencies
- Value range validation

Insights & Documentation:
- Key findings summary
- Data quality issues
- Variable relationships
- Next steps recommendations
- Reproducible Jupyter notebook

The user has provided the following information:

Context

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Reference specific functions or classes from throughout your project
Reference the contents from any documentation site
Reference all of the changes you've made to your current branch
Reference the last command you ran in your IDE's terminal and its output
Get Problems from the current file
Uses the same retrieval mechanism as @Codebase, but only on a single folder
Reference the most relevant snippets from your codebase
Reference the conversation in a Jira issue