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mxl-postprocess

This skill should be used when users need to extract, export, and plot MaxwellLink outputs from molecules and EM solvers (e.g., `additional_data_history`…

Skill by TaoELi

IndexedGPL-2.0★ 9
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

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About

This skill should be used when users need to extract, export, and plot MaxwellLink outputs from molecules and EM solvers (e.g., `additional_data_history`, cavity histories, spectra helpers).

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What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 26, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/mxl-postprocess

What's inside

Skill name
mxl-postprocess
Description
This skill should be used when users need to extract, export, and plot MaxwellLink outputs from molecules and EM solvers (e.g., `additional_data_history`, cavity histories, spectra helpers).
License
GPL-2.0
Instructions
20 lines in SKILL.md · view on GitHub

Files (2)

  • SKILL.md
  • postprocessing.md · references/

SKILL.md (first lines)

# Post-processing and export

## Collect molecular diagnostics
- Read per-molecule diagnostics from `molecule.additional_data_history` (list of dicts).
- Convert to arrays by extracting keys (`time_au`, `mux_au`, `Pe`, `energy_au`, ...).

## Collect solver histories (when enabled)
- For `SingleModeSimulation(record_history=True)`, use `sim.time_history`, `qc_history`, `pc_history`, and `molecule_response_history`.
- For `LaserDrivenSimulation(record_history=True)`, use `sim.time_history`, `drive_history`, and `molecule_response_history`.

## Export
- Write CSV/NPZ from the collected arrays for reproducibility and downstream plotting.
- Keep the export code inside the project folder so it travels with inputs.

## References
- Snippets: `skills/mxl-postprocess/references/postprocessing.md`
- Tools: `src/maxwelllink/tools/` (pulse helpers and spectra utilities)

From TaoELi/MaxwellLink, GPL-2.0.

More from TaoELi/MaxwellLink

Signals

Stars
9
Forks
5
Open issues
0
Last commit (this folder)
Feb 7, 2026 (9 months ago)
Last release
Oct 22, 2026 (14 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
GPL-2.0
Repository
github.com/TaoELi/MaxwellLink
Website
maxwelllink.org/
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

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mxl-postprocess skill. Agent Mart. https://agentmart.dev/skills/taoeli-mxl-postprocess (last updated 2026-10-24)