figure
Hybrid figure pipeline (Nano Banana raster + rembg background removal + TikZ vector assembly). Includes a TikZ template library covering quantum circuits…
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
$ npx -y skills add Muuuun/luxas --skill compute-methods --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/compute-methodsContext preview
The summary Claude sees to decide when to auto-load this skill.
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
name: compute-methods description: > 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 smoke tests. Injected at spawn time into experiment and tool_impl contexts by buildMethodsRegistry (src/agents/context-builders.ts) — the named reader; do not add sheets without match: keywords or they will never be injected. compatibility: Pure prompt skill. Sheets are data; the injection lives in the harness.
**Why this exists** (2026-07-13, debate-adjudicated): experiment agents abandon the field-standard tool over first-use friction and fall back to approximations that change the science. Canonical: pairinteraction rejected as "requires manual database download" when the real fix was the species string `'Yb174_mqdt'` — the ν¹¹-scaling fallback missed series splitting and a pair resonance that refuted a headline claim. A sheet row is cheaper than a debugging spiral: **a friction listed here is a usage bug, not a tool failure.**
Sheet contract:
— ranked by hit count against RESEARCH.md + literature head + task text.
`verified:` are injected with an UNVERIFIED banner; older than 90 days get a STALE banner (frictions demote to hints).
rejections` — verbatim wrong claims from past ledgers, so a reviewer can recognize a recurrence.
the next agent inherits it.
An autonomous research colleague — from a question to a compiled manuscript, while you sleep.
Repo: Muuuun/luxas
Hybrid figure pipeline (Nano Banana raster + rembg background removal + TikZ vector assembly). Includes a TikZ template library covering quantum circuits…
Publication-quality data plots via matplotlib with venue-specific styles. Use for generating your own figures (timelines, comparison charts, data summaries,…
Cross-project research memory. Deep-dive past projects' notes, record corrections, and save cross-project insights across all Luxas research projects.
Narrative discipline for research reports — article-type templates (empirical / feasibility / comparison / policy-zh) and the feedback revision protocol that…
Extract figures from downloaded papers and include them in survey/review reports. Use when the report covers other groups' work and benefits from their…
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…