Skip to content
Content
Skill

/memory

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

From plugin
luxas
1.2k11 skills21 agents

Claude Code

$ npx -y skills add Muuuun/luxas --skill memory --agent claude-code

SKILL.md

memory.SKILL.md
name: memory
description: Cross-project research memory. Deep-dive past projects' notes and record corrections across all Luxas research projects.
compatibility: Always available. No external dependencies.
allowed-tools: read write edit

Memory Skill

Access persistent memory that spans across research projects.

**You do not need this skill to discover past projects** — your system prompt already carries a `<past_research>` digest (every past project's name, date, notes path, and research question). This skill is for what comes after discovery: deep-diving a relevant project's notes and recording corrections.

Trust rule

Everything read from a past project is a dated, UNVERIFIED lead — not established fact. Values must re-enter the current project's own evidence chain (reader-distilled literature, this project's experiments) before they appear in report.tex. Honor `## CORRECTIONS` sections wherever you find them.

Files

Past project notes (primary source)

The `<past_research>` digest lists each project's live notes path:

<path>/notes/experiments.md   ← findings, alternatives, limitations, red-team
<path>/notes/literature.md    ← reader-distilled per-paper entries
<path>/notes/memory.md        ← decisions, dead ends, TODOs
<path>/data/papers/           ← downloaded PDFs (check before re-downloading)

~/.sisyphus/projects.json

Project registry (path, name, dates, auto-generated summary, cost). The digest is built from this; read it directly only for projects that fell into the digest's overflow index.

~/.sisyphus/archive/<slug>/

Auto-archived copies of each project's notes + report.tex, written when a run completes. Fallback when the live project dir is gone.

CORRECTIONS convention

When you find that a past project's notes contain a claim that is wrong, **append** a `## CORRECTIONS` section to that file (live notes and archive copy) stating the false claim, why it is wrong, and the evidence — do not edit the original text. History stays intact; future readers see the refutation next to the claim.

Write mechanics

  • `~/.sisyphus/archive/` is whitelisted for your write/edit tools (read

before edit, as usual).

  • Another project's LIVE notes are outside your write/edit scope — append

corrections there via bash: `cat >> <path>/notes/experiments.md << 'EOF' ...`. Append-only; never rewrite or delete in another project's tree.

Read more
@muuuun
Ships withluxas

An autonomous research agent: from a one-line question to a compiled, reviewed LaTeX report. luxas.im · Gallery · Quick start · How it works · Architecture notes · Contributing Give Luxas a research question in RESEARCH.md.

1.2k11 skills21 agents
Get the whole plugin

Stars on GitHub

Momentum

stars in total
1.2k
Star history of Muuuun/luxas on GitHub, a chart by star-history.com

Other skills on luxas.

compute-methods

compute-methods

Friction sheets for field-standard computational tools and simulators (frictions, smoke tests, how to measure a saved model).…

@muuuun@muuuunInstall Skill
figure

figure

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

@muuuun@muuuunInstall Skill
matplotlib-figures

matplotlib-figures

Publication-quality data plots via matplotlib with venue-specific styles. Use for generating your own figures (timelines,…

@muuuun@muuuunInstall Skill
narrative

narrative

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

@muuuun@muuuunInstall Skill
paper-figures

paper-figures

Extract figures from downloaded papers and include them in survey/review reports. Use when the report covers other groups' work…

@muuuun@muuuunInstall Skill
qec-construct

qec-construct

Verifier-in-the-loop CONSTRUCTION of quantum error-correcting codes with transversal non-Clifford gates (CCZ/T). Applies whenever…

@muuuun@muuuunInstall Skill

More skills from other plugins.

prompt-lookup

prompt-lookup

Activates when the user asks about AI prompts, needs prompt templates, wants to search for prompts, or mentions prompts.chat. Use…

@gh-f@gh-fInstall Skill
ppt-master

ppt-master

AI-driven presentation workflow for generating editable PPTX decks and slides, reconstructing page visuals, creating reusable…

@hugohe3@hugohe3Install Skill
morph-ppt

morph-ppt

Use this skill when the user wants a .pptx with smooth cross-slide animation — PowerPoint Morph transitions, Keynote-style…

officecli13d33k
@iofficeai@iofficeaiInstall Skill

Questions about memory.

Which coding agents can use memory?
memory installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.