Agent skill

Refresh Subsystem

Modify Luxury Yacht refresh domains, snapshots, streams, doorbells, polling fallback, diagnostics, retained data, or refresh lifecycle while preserving cross-layer ordering and recovery contracts

GPL-3.0Auto-check passedDevOps & Cloud

Install Refresh Subsystem

skills CLI

$ npx skills add luxury-yacht/app --skill refresh-subsystem -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install luxury-yacht/app refresh-subsystem --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/luxury-yacht/app.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/refresh-subsystem .claude/skills/refresh-subsystem && rm -rf skills-src

Use ~/.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/

Paste into Claude Code

Install the "refresh-subsystem" agent skill from https://github.com/luxury-yacht/app/tree/main/.agents/skills/refresh-subsystem into .claude/skills/refresh-subsystem/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "refresh-subsystem", 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

$skill-installer install https://github.com/luxury-yacht/app/tree/main/.agents/skills/refresh-subsystem

Type 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.

skills CLI

$ npx skills add luxury-yacht/app --skill refresh-subsystem -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install luxury-yacht/app refresh-subsystem --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/luxury-yacht/app.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/refresh-subsystem .agents/skills/refresh-subsystem && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "refresh-subsystem" agent skill from https://github.com/luxury-yacht/app/tree/main/.agents/skills/refresh-subsystem into .agents/skills/refresh-subsystem/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "refresh-subsystem", 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.

skills CLI

$ npx skills add luxury-yacht/app --skill refresh-subsystem -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install luxury-yacht/app refresh-subsystem --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/luxury-yacht/app.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/refresh-subsystem .cursor/skills/refresh-subsystem && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "refresh-subsystem" agent skill from https://github.com/luxury-yacht/app/tree/main/.agents/skills/refresh-subsystem into .cursor/skills/refresh-subsystem/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "refresh-subsystem", 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

$ gemini skills install https://github.com/luxury-yacht/app.git --path .agents/skills/refresh-subsystem

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add luxury-yacht/app --skill refresh-subsystem -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install luxury-yacht/app refresh-subsystem --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/luxury-yacht/app.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/refresh-subsystem .gemini/skills/refresh-subsystem && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "refresh-subsystem" agent skill from https://github.com/luxury-yacht/app/tree/main/.agents/skills/refresh-subsystem into .gemini/skills/refresh-subsystem/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "refresh-subsystem", 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.

GitHub CLI

$ gh skill install luxury-yacht/app refresh-subsystem

Installs 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).

skills CLI

$ npx skills add luxury-yacht/app --skill refresh-subsystem -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/luxury-yacht/app.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/refresh-subsystem .github/skills/refresh-subsystem && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "refresh-subsystem" agent skill from https://github.com/luxury-yacht/app/tree/main/.agents/skills/refresh-subsystem into .github/skills/refresh-subsystem/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "refresh-subsystem", 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.

skills CLI

$ npx skills add luxury-yacht/app --skill refresh-subsystem -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install luxury-yacht/app refresh-subsystem --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/luxury-yacht/app.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/refresh-subsystem .opencode/skills/refresh-subsystem && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "refresh-subsystem" agent skill from https://github.com/luxury-yacht/app/tree/main/.agents/skills/refresh-subsystem into .opencode/skills/refresh-subsystem/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "refresh-subsystem", 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: refresh-subsystem
GitHub stars: 444
Token cost: ~563 tokens
SKILL.md length: 179 words
Files: 3 (incl. references)
Skills in repo: 17
Repo updated: Oct 10, 2026
First seen: Oct 7, 2026
Licence: GPL-3.0

At a glance

Modify Luxury Yacht refresh domains, snapshots, streams, doorbells, polling fallback, diagnostics, retained data, or refresh lifecycle while preserving cross-layer ordering and recovery contracts

Works in 4 steps: Identify the domain, scope, producer,… → Change backend and frontend mappings… → Exercise restricted RBAC and multiple… → …
DevOps & Cloud work in your project
SKILL.md covers Task routes, Workflow and Focused checks
Calls mise

What it does

Refresh Subsystem is an agent skill from luxury-yacht/app. Modify Luxury Yacht refresh domains, snapshots, streams, doorbells, polling fallback, diagnostics, retained data, or refresh lifecycle while preserving cross-layer ordering and recovery contracts

Its SKILL.md is about 560 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/domain-wiring.md` and `references/fragility.md`).

It sits in DevOps & Cloud. The repository describes itself as: Luxury Yacht - A cross-platform app for managing Kubernetes clusters and resources. The licence is GPL-3.0.

When your agent uses it

DevOps & Cloud work in your project

Example prompts

“/refresh-subsystem”

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

Identify the domain, scope, producer, signal source, cache owner, and every
Change backend and frontend mappings together when the shared contract
Exercise restricted RBAC and multiple connected clusters when affected;
Verify payload-shape and cache claims against the real snapshot endpoint

What it can do on your machine

Read from SKILL.md and the folder at commit 09c8d2d. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
- mise
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.

Context cost

Refresh Subsystem loads about 563 tokens when it runs, and up to ~2.1k if it reads all its reference files. Until then it costs about 53 tokens; SKILL.md has 179 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~53
When it runs · the whole SKILL.md, loaded when a task matches: ~563
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~2.1k

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 luxury-yacht/app at commit 09c8d2d, republished under its GPL-3.0 licence (© luxury-yacht). 179 words, ~563 tokens.

Download SKILL.mdSave it as .claude/skills/refresh-subsystem/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.

name: refresh-subsystem
description: Modify Luxury Yacht refresh domains, snapshots, streams, doorbells, polling fallback, diagnostics, retained data, or refresh lifecycle while preserving cross-layer ordering and recovery contracts
user-invocable: false

Refresh Subsystem

Choose the changed contract first; do not load every refresh document or reference for a narrow task.

Task routes

Change	Read
Domain, scope, payload, registration, generated types	domain wiring, `docs/architecture/refresh-system.md`
Transport, construction, runtime state, readiness, caches, diagnostics	`docs/architecture/refresh-system.md`
Signals, doorbells, polling fallback, retention, leases, request intents	`docs/architecture/data-freshness.md`
Store, ingest, governor, Cold/retained serving	`docs/architecture/data-layer.md`
Metrics joins, staleness, metric clock	`docs/architecture/resource-metrics.md`
Frontend read brokers and correlation	`docs/architecture/data-access.md`
Cross-cluster scope or selection	`docs/architecture/multi-cluster.md`
A named failure-prone path or a debugging session	matching section of fragility

Workflow

Identify the domain, scope, producer, signal source, cache owner, and every frontend consumer. Treat snapshot cache keys, invalidation, source clocks, signal clocks, and query revisions as one ordering contract.
Change backend and frontend mappings together when the shared contract moves.
Exercise restricted RBAC and multiple connected clusters when affected; check diagnostics, teardown, and fallback behavior.
Verify payload-shape and cache claims against the real snapshot endpoint when the local app is reachable.

Focused checks

Choose packages/specs matching the change:

mise exec -- go test ./backend/refresh/snapshot ./backend/refresh/system
mise exec -- go test ./backend/refresh/resourcestream/...
mise exec -- npm run test --prefix frontend -- refresh streaming
mise exec -- npm run typecheck --prefix frontend

For runtime wedges, capture a goroutine dump before modifying synchronization; see docs/workflows/goroutine-dump.md.

Files

SKILL.md and 2 other files (references) in .agents/skills/refresh-subsystem of luxury-yacht/app.

SKILL.md
references/domain-wiring.md
references/fragility.md

Open the folder on GitHubat commit 09c8d2d

Compare with similar skills

Refresh Subsystem 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.

Refresh Subsystem compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Refresh Subsystem this skillluxury-yacht/app	444	—	~563	Automated safety check: Pass	GPL-3.0	today
Monitor CInrwl/nx	29k	6 repos	~4.7k	Automated safety check: Pass	MIT	today
Terraform and OpenTofu Guideagentscope-ai/QwenPaw	36k	6 repos	~4.2k	Automated safety check: Pass	Apache-2.0	today
Vercel Optimize Auditvercel-labs/agent-skills	32k	8 repos	~4.3k	Automated safety check: Pass	None	1 mo ago
Analyze GitHub Action Logswithastro/astro	63k	1 repos	~1.3k	Automated safety check: Pass	Custom licence	today
Openclaw Live Updateropenclaw/openclaw	392k	—	~3.7k	Automated safety check: Pass	MIT	today

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Improve Frontend
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Make Impossible States Impossible
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Eliminate representable-but-invalid Luxury Yacht states with discriminated unions, required identity, typed status, validated constructors, or one boundary chokepoint; use for "make impossible…
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Add Resource
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Add or extend support for a Kubernetes resource kind across the required catalog, refresh, detail, object-panel, object-map, permission, documentation, and test surfaces
444 GitHub stars~704 tokensUpdated today
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App Review
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Audit broad Luxury Yacht systems or cross-cutting concerns for structural simplification, hardening, optimization, or refactoring; use for app-wide reviews and phased structural plans, not branch…
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Browse Tables
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Change cluster or namespace views, Browse/catalog surfaces, shared GridTable behavior, filters, pagination, large datasets, metrics columns, or refresh-backed resource tables
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Questions about Refresh Subsystem

What does Refresh Subsystem do?

Modify Luxury Yacht refresh domains, snapshots, streams, doorbells, polling fallback, diagnostics, retained data, or refresh lifecycle while preserving cross-layer ordering and recovery contracts. Refresh Subsystem is an agent skill from luxury-yacht/app.

When should I use Refresh Subsystem?

Refresh Subsystem fits situations like: devOps & Cloud work in your project.

How do I install Refresh Subsystem in Claude Code?

Run `npx skills add luxury-yacht/app --skill refresh-subsystem -a claude-code`. Or copy the skill folder (.agents/skills/refresh-subsystem in luxury-yacht/app) into .claude/skills/refresh-subsystem in your project. Claude Code loads it when a task matches its description.

How do I install Refresh Subsystem in Codex?

Run `npx skills add luxury-yacht/app --skill refresh-subsystem -a codex`. Or copy the skill folder (.agents/skills/refresh-subsystem in luxury-yacht/app) into .agents/skills/refresh-subsystem in your project. Codex loads it when a task matches its description.

Can I use Refresh Subsystem 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 luxury-yacht/app --skill refresh-subsystem -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/refresh-subsystem, .gemini/skills/refresh-subsystem, .github/skills/refresh-subsystem and .opencode/skills/refresh-subsystem in your project.

What does Refresh Subsystem need to run?

Going by SKILL.md and its folder, Refresh Subsystem needs the command-line tools its instructions call (mise).

Does Refresh Subsystem 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 Refresh Subsystem 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 Refresh Subsystem use?

Refresh Subsystem is published under the GPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Refresh Subsystem use?

About 563 tokens (SKILL.md is roughly 2.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.5k tokens, read only when the agent opens those files.

What are the alternatives to Refresh Subsystem?

Skills that share tags, products or a category with Refresh Subsystem: Monitor CI (nrwl/nx, 29k stars), Terraform and OpenTofu Guide (agentscope-ai/QwenPaw, 36k stars), Vercel Optimize Audit (vercel-labs/agent-skills, 32k stars) and Analyze GitHub Action Logs (withastro/astro, 63k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Refresh Subsystem?

luxury-yacht (a GitHub organization) maintains it in luxury-yacht/app, which has 444 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on October 10, 2026.

Source: luxury-yacht/app on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Refresh Subsystem

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Refresh Subsystem

Task routes

Workflow

Focused checks

Files

Compare with similar skills

Similar skills

More from luxury-yacht/app

Related

Questions about Refresh Subsystem