Use the real `tools/summarize_rainfall.py` workflow. Never replace it with a mental calculation or claim an output that was not written. Validate inputs, run the tool, inspect the output CSV, and report failures with their exact fix. This KI turns a daily precipitation CSV into monthly totals. It is a task workflow, not a physical process simulator.
Scanned 9/11/2026
Install to Claude Code
Skills Directorynpx -y skills add lzwei196/KISS---Knowledge-Infrastructure-for-Scientific-Simulation --skill kdt_task_ki_candidate --agent claude-codeInstalls into .claude/skills of the current project.
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# MANDATORY EXECUTION POLICY
Use the real `tools/summarize_rainfall.py` workflow. Never replace it with a
mental calculation or claim an output that was not written. Validate inputs,
run the tool, inspect the output CSV, and report failures with their exact fix.
# Rainfall summary task KI
This KI turns a daily precipitation CSV into monthly totals. It is a task
workflow, not a physical process simulator.
## Workflow
1. Validate the input with [s1_input.md](docs/s1_input.md).
2. Run the aggregation with [s2_aggregate.md](docs/s2_aggregate.md).
3. Inspect and explain the result with [s3_validate.md](docs/s3_validate.md).
Public tool: `tools/summarize_rainfall.py`.
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Designs system architecture, component specifications, and technical integration strategy. Use when: designing solutions, system architecture, technology stack, or integration approaches.
