conclaude

# Guardrails for Claude Code Session

## Task 1: Data Ingestion
- **Input Validation**: Ensure all data files are in CSV format and contain the required headers: 'ID', 'Name', 'Date', 'Amount'.
- **Rate Limiting**: Limit data ingestion to 1000 records per minute to avoid server overload.
- **Error Handling**: If a file is corrupted, skip it and log the error in 'error_log.txt'.

## Task 2: Data Processing
- **Resource Allocation**: Allocate a maximum of 4GB of RAM for data processing.
- **Concurrency**: Limit concurrent processing threads to 4.
- **Checkpointing**: Save intermediate results every 500 records processed.

## Task 3: Data Export
- **Output Format**: Export processed data in JSON format.
- **Compression**: Compress the output file using gzip.
- **Verification**: Generate a checksum for the output file and include it in the session summary.

## Session Conclusion
- **Resource Cleanup**: Release all allocated resources.
- **Session Summary**: Generate a summary report including start time, end time, total records processed, and any errors encountered.
- **Session Termination**: Terminate the session gracefully.