initial commit FESurrogateModelTutorial

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+# Step 3: plotting-and-results
+
+## 읽어야 할 파일
+
+- `/AGENTS.md`
+- `/docs/ARCHITECTURE.md`
+- `/src/femsurrogate/surrogates/`
+
+## 작업
+
+TDD로 diagnostics plotting과 result comparison helper를 구현한다.
+
+- 테스트: `/tests/test_plotting_and_results.py`.
+- 구현: `/src/femsurrogate/plotting/diagnostics.py`, `/src/femsurrogate/plotting/comparison.py`.
+- plotting 함수는 matplotlib Figure를 반환한다.
+
+## Acceptance Criteria
+
+```powershell
+uv run pytest tests/test_plotting_and_results.py -q
+uv run ruff check .
+```
+
+## 금지사항
+
+- browser dashboard를 만들지 마라.