Skip to content
Content
Skill

/compute-methods

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

From plugin
luxas
1k11 skills21 agents
Install
$ npx -y skills add Muuuun/luxas --skill compute-methods --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/compute-methods

Context 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

SKILL.md

compute-methods.SKILL.md
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.

Compute-methods registry

**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:

  • frontmatter `match:` comma-separated keywords (substring, case-insensitive)

— ranked by hit count against RESEARCH.md + literature head + task text.

  • frontmatter `verified:` YYYY-MM-DD + `verified-on:` vm|mac. Sheets without

`verified:` are injected with an UNVERIFIED banner; older than 90 days get a STALE banner (frictions demote to hints).

  • Body: per-tool table (frictions, smoke test), then `## Known false

rejections` — verbatim wrong claims from past ledgers, so a reviewer can recognize a recurrence.

  • After you fix a new friction in anger, add the row in the same session —

the next agent inherits it.

Read more
Ships withluxas

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

Get the whole plugin

Other skills on luxas.

figure
Skill

figure

Hybrid figure pipeline (Nano Banana raster + rembg background removal + TikZ vector assembly). Includes a TikZ template library covering quantum circuits…

@muuuun@muuuunView Skill
memory
Skill

memory

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

@muuuun@muuuunView Skill
narrative
Skill

narrative

Narrative discipline for research reports — article-type templates (empirical / feasibility / comparison / policy-zh) and the feedback revision protocol that…

@muuuun@muuuunView Skill