Plannotator Visual Explainer
backnotprop/plannotator
Builds self-contained HTML explainers for plans, pull requests and technical concepts in Plannotator's theme, then opens them in its annotation view.
Cross-project research memory. An agent skill from Muuuun/luxas.
Install Memory
$ npx skills add Muuuun/luxas --skill memory -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Muuuun/luxas memory --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Muuuun/luxas.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/memory .claude/skills/memory && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "memory" agent skill from https://github.com/Muuuun/luxas/tree/main/skills/memory into .claude/skills/memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Muuuun/luxas/tree/main/skills/memoryType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Muuuun/luxas --skill memory -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Muuuun/luxas memory --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Muuuun/luxas.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/memory .agents/skills/memory && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "memory" agent skill from https://github.com/Muuuun/luxas/tree/main/skills/memory into .agents/skills/memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Muuuun/luxas --skill memory -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Muuuun/luxas memory --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Muuuun/luxas.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/memory .cursor/skills/memory && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "memory" agent skill from https://github.com/Muuuun/luxas/tree/main/skills/memory into .cursor/skills/memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Muuuun/luxas.git --path skills/memory--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Muuuun/luxas --skill memory -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Muuuun/luxas memory --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Muuuun/luxas.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/memory .gemini/skills/memory && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "memory" agent skill from https://github.com/Muuuun/luxas/tree/main/skills/memory into .gemini/skills/memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Muuuun/luxas memoryInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Muuuun/luxas --skill memory -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Muuuun/luxas.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/memory .github/skills/memory && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "memory" agent skill from https://github.com/Muuuun/luxas/tree/main/skills/memory into .github/skills/memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Muuuun/luxas --skill memory -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Muuuun/luxas memory --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Muuuun/luxas.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/memory .opencode/skills/memory && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "memory" agent skill from https://github.com/Muuuun/luxas/tree/main/skills/memory into .opencode/skills/memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
memory- GitHub stars
- 1.2k
- Token cost
- ~737 tokens
- SKILL.md length
- 320 words
- Files
- 1
- Skills in repo
- 9
- Repo updated
- First seen
- Licence
- MIT
At a glance
Cross-project research memory. An agent skill from Muuuun/luxas.
- Agent Workflows work in your project
- SKILL.md covers Trust rule, Files, CORRECTIONS convention and Write mechanics
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Memory is an agent skill from Muuuun/luxas. Cross-project research memory. Deep-dive past projects' notes, record corrections, and save cross-project insights across all Luxas research projects.
Its SKILL.md is about 740 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Always available. No external dependencies.
It sits in Agent Workflows. The repository describes itself as: An autonomous research colleague — from a question to a compiled manuscript, while you sleep. The licence is MIT.
When your agent uses it
- Agent Workflows work in your project
Example prompts
- “/memory”
Requirements
- Compatibility (from SKILL.md): Always available. No external dependencies.
- Pre-approved tools (allowed-tools): read, write, edit
What it can do on your machine
Read from SKILL.md and the folder at commit 9f77cef. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
readwriteedit
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Always available. No external dependencies.
From compatibility in the SKILL.md frontmatter.
Context cost
Memory loads about 737 tokens when it runs. Until then it costs about 39 tokens; SKILL.md has 320 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from Muuuun/luxas at commit 9f77cef, republished under its MIT licence (© Muuuun). 320 words, ~737 tokens.
Download SKILL.mdSave it as
.claude/skills/memory/SKILL.md (or your agent's skills folder).- name
- memory
- description
- Cross-project research memory. Deep-dive past projects' notes, record corrections, and save cross-project insights across all Luxas research projects.
- allowed-tools
- read, write, edit
- compatibility
- Always available. No external dependencies.
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) and <global_memory> (cross-project
lessons). This skill is for what comes after discovery: deep-diving a relevant
project's notes, recording corrections, and saving insights.
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/memory.md
Cross-project lessons, injected into every run as <global_memory>. You can
read and write it. Keep it SMALL; every entry starts with a provenance
tag [project, YYYY-MM]. Tool/method lessons, recurring pitfalls, and
cross-domain connections belong here — domain findings and numbers do NOT
(they live in the source project's notes and must be re-verified wherever
used).
~/.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/memory.mdand~/.sisyphus/archive/are 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.
© Muuuun, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/memory of Muuuun/luxas.
Open the folder on GitHubat commit 9f77cef
Compare with similar skills
Memory next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Memory this skillMuuuun/luxas | 1.2k | — | ~737 | Automated safety check: Pass | MIT | |
| Plannotator Visual Explainerbacknotprop/plannotator | 9.2k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Trellis ContinueROYIANS/foliq-print-template-designer | 135 | 6 repos | ~554 | Automated safety check: Pass | MIT | |
| Trellis StartROYIANS/foliq-print-template-designer | 135 | 6 repos | ~646 | Automated safety check: Pass | MIT | |
| Journal AdaptWantongC/journal-adapt-writing-skill | 793 | 1 repos | ~5.2k | Automated safety check: Pass | MIT | |
| Open Proseopenprose/prose | 1.8k | — | ~7.3k | Automated safety check: Notes | MIT |
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Trellis Continue
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Resume work on the current task. An agent skill from ROYIANS/foliq-print-template-designer.
Trellis Start
ROYIANS/foliq-print-template-designer
Initializes an AI development session by reading workflow guides, developer identity, git status, active tasks, and project guidelines from .trellis/.
Journal Adapt
WantongC/journal-adapt-writing-skill
Dynamic academic writing skill generator. An agent skill from WantongC/journal-adapt-writing-skill.
Open Prose
openprose/prose
Activate when the user types prose ..., opens a .prose.md file with kind: frontmatter, opens a .prose file, or asks for reusable multi-agent orchestration.
AutoRAG Lite Setup
Marker-Inc-Korea/AutoRAG
Bootstraps and repairs the model-free AutoRAG Lite MCP server: installing it, initializing a config with approved search roots, building indexes and verifying discovery.
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Categories
Questions about Memory
What does Memory do?
Cross-project research memory. An agent skill from Muuuun/luxas. Memory is an agent skill from Muuuun/luxas. Cross-project research memory.
When should I use Memory?
Memory fits situations like: agent Workflows work in your project.
How do I install Memory in Claude Code?
Run `npx skills add Muuuun/luxas --skill memory -a claude-code`. Or copy the skill folder (skills/memory in Muuuun/luxas) into .claude/skills/memory in your project. Claude Code loads it when a task matches its description.
How do I install Memory in Codex?
Run `npx skills add Muuuun/luxas --skill memory -a codex`. Or copy the skill folder (skills/memory in Muuuun/luxas) into .agents/skills/memory in your project. Codex loads it when a task matches its description.
Can I use Memory in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Muuuun/luxas --skill memory -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/memory, .gemini/skills/memory, .github/skills/memory and .opencode/skills/memory in your project.
What does Memory need to run?
SKILL.md names no scripts, command-line tools or credentials: Memory is instructions for the agent only. Its frontmatter pre-approves these tools: read, write, edit. Compatibility (from SKILL.md): Always available. No external dependencies..
Does Memory access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Memory safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Memory use?
Memory is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Memory use?
About 737 tokens (SKILL.md is roughly 2.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Memory?
Skills that share tags, products or a category with Memory: Plannotator Visual Explainer (backnotprop/plannotator, 9.2k stars), Trellis Continue (ROYIANS/foliq-print-template-designer, 135 stars), Trellis Start (ROYIANS/foliq-print-template-designer, 135 stars) and Journal Adapt (WantongC/journal-adapt-writing-skill, 793 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Memory?
Muuuun (a GitHub user) maintains it in Muuuun/luxas, which has 1,169 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on September 6, 2026.
Source: Muuuun/luxas on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.