実装内容が数学的・物理学的に妥当か検証する
---
name: check-physics-e8ea19dd701f
description: 実装内容が数学的・物理学的に妥当か検証する
---
# Verify Physics
This skill performs a review of the code specifically focusing on physics and math correctness.
## Instructions
1. **Dimensional Analysis**:
* Check if unit handling (e.g., `astropy.units`, `quantities`) is used correctly.
* Ensure operations are physically valid (e.g., not adding Length to Time).
* **Unit-Safe Assignment**: Avoid direct slice assignment `series[:] = raw_array` if `series` has units. Use `series.value[:] = raw_array` to update data while preserving unit metadata.
2. **Mathematical Inspection**:
* Verify equations against known reference papers or standard textbooks.
* Check for numerical stability issues (e.g., division by zero, floating point precision loss).
* Check edge cases (e.g., $f=0$, infinite limits).
3. **Sanity Checks**:
* **Conservation Laws**: Create a script to verify energy conservation (Parseval's theorem) for FFT/PSD transformations. Ratio of frequency-domain energy to time-domain energy should be ~1.0.
* **Theoretical Benchmarks**: Use known signals (Sine wave, Gaussian noise) to verify peak frequency, amplitude, and spectral flatness.
* **Multi-domain Verification**: For multi-dimensional fields, verify transformations along *all* applicable axes (e.g., spatial FFT as well as temporal FFT).
* Verify that reasonable inputs produce physically reasonable outputs.
4. **Report**:
* Provide a summary of the analysis, pointing out any suspect logic or confirming validity.
---
name: check-physics-e8ea19dd701f
description: 実装内容が数学的・物理学的に妥当か検証する
---
# Verify Physics
This skill performs a review of the code specifically focusing on physics and math correctness.
## Instructions
1. **Dimensional Analysis**:
* Check if unit handling (e.g., `astropy.units`, `quantities`) is used correctly.
* Ensure operations are physically valid (e.g., not adding Length to Time).
* **Unit-Safe Assignment**: Avoid direct slice assignment `series[:] = raw_array` if `series` has units. Use `series.value[:] = raw_array` to update data while preserving unit metadata.
2. **Mathematical Inspection**:
* Verify equations against known reference papers or standard textbooks.
* Check for numerical stability issues (e.g., division by zero, floating point precision loss).
* Check edge cases (e.g., $f=0$, infinite limits).
3. **Sanity Checks**:
* **Conservation Laws**: Create a script to verify energy conservation (Parseval's theorem) for FFT/PSD transformations. Ratio of frequency-domain energy to time-domain energy should be ~1.0.
* **Theoretical Benchmarks**: Use known signals (Sine wave, Gaussian noise) to verify peak frequency, amplitude, and spectral flatness.
* **Multi-domain Verification**: For multi-dimensional fields, verify transformations along *all* applicable axes (e.g., spatial FFT as well as temporal FFT).
* Verify that reasonable inputs produce physically reasonable outputs.
4. **Report**:
* Provide a summary of the analysis, pointing out any suspect logic or confirming validity.
Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.