fix README screenshot paths to match auto-generated locations

[PythonFZ]

Update image paths to point to docs/source/_static/screenshots/ where
test_screenshots.py generates them, and fix filenames to match test names.

🤖 Generated with Claude Code

Co-Authored-By: Claude Opus 4.5 noreply@anthropic.com

Summary by CodeRabbit

• Documentation
  • Updated README image references and refreshed screenshots across Overview, API, Geometries, and Analysis.
  • Added new 1D and 2D analysis visuals with light/dark mode variants.
  • Revised deployment wording and quick-links to clarify Docker deployment options (Standalone, Production) and adjusted related wording for consistency.

_{✏️ Tip: You can customize this high-level summary in your review settings.}

[coderabbitai]

📝 Walkthrough

Walkthrough

README image references were updated to point to docs/source/_static/screenshots/, dark/light mode variants were added or relocated across Overview, Python API connection, Geometries, and Analysis sections, and new 2D analysis screenshots were introduced.

Changes

Cohort / File(s)	Summary
Documentation file README.md	Replaced misc/* image paths with docs/source/_static/screenshots/...; updated Deployment wording and Docker quick-links (Standalone / Production); added light/dark mode and new 1D/2D analysis screenshots
Assets (referenced) docs/source/_static/screenshots/*	README now references centralized screenshot assets (dark/light variants and new 2D images) — asset additions/relocations implied by updated paths

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~5 minutes

Possibly related PRs

• Documentation Update #820 — Updates README and documentation screenshot/asset paths, including light/dark UI screenshots (strong overlap in changed references).

Poem

📸 I hopped through docs with nimble paws,
Swapped paths and added viewable laws,
Dark and light, 2D now gleams,
Screenshots aligned for all the teams,
A rabbit cheers — the README roars! 🐰

🚥 Pre-merge checks | ✅ 3

✅ Passed checks (3 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title clearly and directly describes the main change: updating README screenshot paths to match the auto-generated locations in docs/source/_static/screenshots/.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

_{✏️ Tip: You can configure your own custom pre-merge checks in the settings.}

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📜 Recent review details

Configuration used: defaults

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between ff4a92f and 64560d9.

📒 Files selected for processing (1)

• README.md

🚧 Files skipped from review as they are similar to previous changes (1)

• README.md

⏰ Context from checks skipped due to timeout of 90000ms. You can increase the timeout in your CodeRabbit configuration to a maximum of 15 minutes (900000ms). (3)

• GitHub Check: pytest (3.13, ubuntu-latest)
• GitHub Check: pytest (3.12, ubuntu-latest)
• GitHub Check: pytest (3.11, ubuntu-latest)

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[codecov-commenter]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 78.69%. Comparing base (0ea41d4) to head (64560d9).
✅ All tests successful. No failed tests found.

Additional details and impacted files

@@           Coverage Diff           @@
##             main     #830   +/-   ##
=======================================
  Coverage   78.69%   78.69%           
=======================================
  Files         153      153           
  Lines       18579    18579           
=======================================
  Hits        14621    14621           
  Misses       3958     3958           

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