Muuuun/luxas

An autonomous research colleague — from a question to a compiled manuscript, while you sleep.

About the project

Luxas is an open-source multi-agent research system that takes a research topic through literature searches, experiments, reviews, and LaTeX manuscript compilation. It is intended for autonomous scientific research, using separate agents to read papers, run tests, create figures, and write reports. The catalogue lists skills associated with this workflow.

1.2kStars on the repository
11Mods indexed here, across every type
3d agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

compute-methods

01

Muuuun/luxas

Skill Claude CodeCodex

Environment-verified friction sheets for field-standard computational tools (Rydberg pair interactions, QEC circuits, qLDPC decoding, code distance, atom dynamics, optics, quantum chemistry). Each sheet lists the tools the field actually uses, the first-use frictions that make agents wrongly abandon them, and one-line…

not rated 1.2k +1 3d ago A SkillSpector: warn 113 tokens original MIT

figure

02

Muuuun/luxas

Skill Claude Code

Hybrid figure pipeline (Nano Banana raster + rembg background removal + TikZ vector assembly). Includes a TikZ template library covering quantum circuits (quantikz), Feynman diagrams (tikz-feynman), circuits (circuitikz), molecules (chemfig), 2D/3D plots (pgfplots), energy-level diagrams, phase-space trajectories…

not rated 1.2k +1 3d ago A SkillSpector: pass 104 tokens original MIT

matplotlib-figures

03

Muuuun/luxas

Skill Claude CodeCodex

Publication-quality data plots via matplotlib with venue-specific styles. Use for generating your own figures (timelines, comparison charts, data summaries, heatmaps) that you add to the LaTeX report. Your brain prompt supplies the venue-specific style directory as {{VENUESPECIFICDIR}} — use that value wherever this…

not rated 1.2k +1 changed 1mo ago A SkillSpector: pass 79 tokens original MIT

memory

04

Muuuun/luxas

Skill Claude Code

Cross-project research memory. Deep-dive past projects' notes, record corrections, and save cross-project insights across all Luxas research projects.

not rated 1.2k +1 3d ago A SkillSpector: warn 30 tokens original MIT

narrative

05

Muuuun/luxas

Skill Claude Code

Narrative discipline for research reports — article-type templates (empirical / feasibility / comparison / policy-zh) and the feedback revision protocol that keeps outline, prose, and figures coherent across many feedback rounds.

not rated 1.2k +1 3d ago A SkillSpector: pass 45 tokens original MIT

paper-figures

06

Muuuun/luxas

Skill Claude CodeCodex

Extract figures from downloaded papers and include them in survey/review reports. Use when the report covers other groups' work and benefits from their architecture diagrams, experimental plots, or system schematics. Your brain prompt supplies the absolute path to the extract-figures script as {{EXTRACTFIGURES}} — use…

not rated 1.2k +1 3d ago A SkillSpector: warn 79 tokens original MIT

qec-construct

07

Muuuun/luxas

Skill Claude CodeCodex

Verifier-in-the-loop CONSTRUCTION of quantum error-correcting codes with transversal non-Clifford gates (CCZ/T). Applies whenever the project goal is a new or better code/construction — INCLUDING search-phrased goals ("find codes beating X"), where the construct-loop (propose algebraic rule → qverify → debug) is the…

not rated 1.2k +1 3d ago A SkillSpector: warn 148 tokens original MIT

review

08

Muuuun/luxas

Skill Claude Code

Write domain-authentic review articles that synthesize rather than stack. Covers 10 scientific domains (physics, chemistry, biology, medicine, mathematics, computerscience, earthenvironment, astronomy, economics, materials) with per-domain style guides mined from landmark reviews in RMP / Nat. Rev. X / Annu. Rev. /…

not rated 1.2k +1 3d ago A SkillSpector: pass 97 tokens original MIT

search

09

Muuuun/luxas

Skill Claude Code

Unified academic paper search, citation chains, paper download (arXiv LaTeX/PDF, Sci-Hub), figure extraction from papers, LaTeX source reading, BibTeX fetching, web search, and browser automation for Cloudflare-protected sites (PRL, Science, Nature, Google Scholar).

not rated 1.2k +1 3d ago A SkillSpector: pass 0 tokens original MIT

survey-methodology

10

Muuuun/luxas

Skill Claude Code

Plan-time methodology contract for survey/review/report projects. Forces an audit-grade survey instead of a paper-trust summary. Distilled from 240 reviews (2024-2026) across 9 domain clusters — physics/RMP/Living Reviews, chemistry/materials, biology/medicine narrative + Cochrane SRs, CS/ML/AI, math/Acta Numerica…

not rated 1.2k +1 3d ago A SkillSpector: pass 161 tokens original MIT

venue-specific

11

Muuuun/luxas

Skill Claude Code

Venue-specific formatting requirements for academic journals and conferences across all disciplines. Covers Nature, Science, Cell, PRL, NEJM, Lancet, JACS, NeurIPS, ICML, and 30+ top venues. Use when writing, formatting, or checking a paper for a specific target venue.

not rated 1.2k +1 3d ago A SkillSpector: pass 65 tokens original MIT

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