Frontend Forge Extension Operations
kubesphere/kubesphere
Runs the lifecycle of FrontendExtension resources in a Kubernetes cluster: create, rebuild, package, publish, unpublish, delete and debug stuck states.
Debug GenLayer Studio deployments via ArgoCD CLI. An agent skill from genlayerlabs/genlayer-studio.
Install Hosted Studio Debug
$ npx skills add genlayerlabs/genlayer-studio --skill hosted-studio-debug -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install genlayerlabs/genlayer-studio hosted-studio-debug --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/genlayerlabs/genlayer-studio.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/hosted-studio-debug .claude/skills/hosted-studio-debug && 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 "hosted-studio-debug" agent skill from https://github.com/genlayerlabs/genlayer-studio/tree/main/.claude/skills/hosted-studio-debug into .claude/skills/hosted-studio-debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hosted-studio-debug", 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/genlayerlabs/genlayer-studio/tree/main/.claude/skills/hosted-studio-debugType 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 genlayerlabs/genlayer-studio --skill hosted-studio-debug -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install genlayerlabs/genlayer-studio hosted-studio-debug --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/genlayerlabs/genlayer-studio.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/hosted-studio-debug .agents/skills/hosted-studio-debug && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "hosted-studio-debug" agent skill from https://github.com/genlayerlabs/genlayer-studio/tree/main/.claude/skills/hosted-studio-debug into .agents/skills/hosted-studio-debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hosted-studio-debug", 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 genlayerlabs/genlayer-studio --skill hosted-studio-debug -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install genlayerlabs/genlayer-studio hosted-studio-debug --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/genlayerlabs/genlayer-studio.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/hosted-studio-debug .cursor/skills/hosted-studio-debug && 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 "hosted-studio-debug" agent skill from https://github.com/genlayerlabs/genlayer-studio/tree/main/.claude/skills/hosted-studio-debug into .cursor/skills/hosted-studio-debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hosted-studio-debug", 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/genlayerlabs/genlayer-studio.git --path .claude/skills/hosted-studio-debug--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 genlayerlabs/genlayer-studio --skill hosted-studio-debug -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install genlayerlabs/genlayer-studio hosted-studio-debug --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/genlayerlabs/genlayer-studio.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/hosted-studio-debug .gemini/skills/hosted-studio-debug && 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 "hosted-studio-debug" agent skill from https://github.com/genlayerlabs/genlayer-studio/tree/main/.claude/skills/hosted-studio-debug into .gemini/skills/hosted-studio-debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hosted-studio-debug", 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 genlayerlabs/genlayer-studio hosted-studio-debugInstalls 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 genlayerlabs/genlayer-studio --skill hosted-studio-debug -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/genlayerlabs/genlayer-studio.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/hosted-studio-debug .github/skills/hosted-studio-debug && 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 "hosted-studio-debug" agent skill from https://github.com/genlayerlabs/genlayer-studio/tree/main/.claude/skills/hosted-studio-debug into .github/skills/hosted-studio-debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hosted-studio-debug", 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 genlayerlabs/genlayer-studio --skill hosted-studio-debug -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install genlayerlabs/genlayer-studio hosted-studio-debug --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/genlayerlabs/genlayer-studio.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/hosted-studio-debug .opencode/skills/hosted-studio-debug && 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 "hosted-studio-debug" agent skill from https://github.com/genlayerlabs/genlayer-studio/tree/main/.claude/skills/hosted-studio-debug into .opencode/skills/hosted-studio-debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hosted-studio-debug", 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
hosted-studio-debug- GitHub stars
- 180
- Token cost
- ~1.3k tokens
- SKILL.md length
- 227 words
- Files
- 1
- Skills in repo
- 10
- Repo updated
- First seen
- Licence
- MIT
At a glance
Debug GenLayer Studio deployments via ArgoCD CLI. An agent skill from genlayerlabs/genlayer-studio.
- Tasks that involve Container orchestration
- SKILL.md covers Workload Manifests, Prerequisites, Full Status Check and Quick Commands, plus 4 more sections
- Calls argocd, kubectl and uvicorn
- Tasks that involve Deployment
What it does
Hosted Studio Debug is an agent skill from genlayerlabs/genlayer-studio. Debug GenLayer Studio deployments via ArgoCD CLI
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in DevOps & Cloud, covering Container orchestration, Deployment and Debugging. It works with Argo CD. The repository describes itself as: An interactive sandbox to explore the GenLayer Protocol. The licence is MIT.
When your agent uses it
- Tasks that involve Container orchestration
- Tasks that involve Deployment
- Tasks that involve Debugging
Example prompts
- “/hosted-studio-debug”
What it can do on your machine
Read from SKILL.md and the folder at commit c940729. 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:
argocdkubectluvicorn
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use kubectl, which can reach the network depending on how they are called.
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
Hosted Studio Debug loads about 1.3k tokens when it runs. Until then it costs about 17 tokens; SKILL.md has 227 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 genlayerlabs/genlayer-studio at commit c940729, republished under its MIT licence (© genlayerlabs). 227 words, ~1,255 tokens.
Download SKILL.mdSave it as
.claude/skills/hosted-studio-debug/SKILL.md (or your agent's skills folder).- name
- hosted-studio-debug
- description
- Debug GenLayer Studio deployments via ArgoCD CLI
Hosted Studio Debug Skill
Debug GenLayer Studio deployments via ArgoCD CLI.
Workload Manifests
Kubernetes manifests are in sibling repo ../devexp-apps-workload (assume by default, ask user if not found):
devexp-apps-workload/workload/
├── dev/ # studio-dev, rally-studio-dev
├── stg/ # studio-stg
├── prd/ # studio-prd, rally-studio-prdEach contains Deployments, Services, Ingresses, ExternalSecrets managed by ArgoCD.
Prerequisites
- Logged into ArgoCD CLI
- Access to target cluster
Full Status Check
To get complete visibility into Studio status, check all components across all replicas:
# 1. Overall app health
argocd app get <app>-workload
# 2. List all pods and their status
argocd app resources <app>-workload --kind Pod
# 3. Check consensus worker logs (all 4 replicas in prd)
argocd app logs <app>-workload --name studio-consensus-worker --tail 500 2>&1 | grep -iE "(error|exception|timeout|failed)"
# 4. Check JSON-RPC logs (all 2 replicas in prd)
argocd app logs <app>-workload --name studio-jsonrpc --tail 500 2>&1 | grep -iE "(error|exception|timeout|failed)"
# 5. Check webdriver logs
argocd app logs <app>-workload --name studio-webdriver --tail 200 2>&1 | grep -iE "(error|exception|crash)"Quick Commands
# Check app health
argocd app get <app>-workload
# List all resources (pods, deployments, services, etc.)
argocd app resources <app>-workload
# List all pods with their status
argocd app resources <app>-workload --kind Pod
# Tail consensus worker logs (aggregates from ALL replicas)
argocd app logs <app>-workload --name studio-consensus-worker --tail 200
# Tail JSON-RPC logs (aggregates from ALL replicas)
argocd app logs <app>-workload --name studio-jsonrpc --tail 200
# Check for errors across all replicas
argocd app logs <app>-workload --name studio-consensus-worker --tail 500 2>&1 | grep -i error
argocd app logs <app>-workload --name studio-jsonrpc --tail 500 2>&1 | grep -i errorMulti-Replica Log Access
Important: The argocd app logs --name <container> command automatically aggregates logs from ALL pod replicas. This ensures full visibility across the entire deployment.
# Get logs from all consensus worker replicas (production has 4)
argocd app logs <app>-workload --name studio-consensus-worker --tail 500
# Get logs from all JSON-RPC replicas (production has 2)
argocd app logs <app>-workload --name studio-jsonrpc --tail 500
# Get logs from a specific pod (if needed for isolation)
argocd app logs <app>-workload --pod <pod-name> --tail 200
# List pods first to get pod names
argocd app resources <app>-workload --kind PodCommon Issues
Transaction Timeouts
Consensus worker timeouts usually mean GenVM Manager is unresponsive. Check all 4 workers in production:
# Check for GenVM timeouts across all consensus worker replicas
argocd app logs <app>-workload --name studio-consensus-worker --tail 500 2>&1 | grep -E "(timeout|SocketTimeoutError|127.0.0.1:3999)"
# Empty stdout = GenVM never started
argocd app logs <app>-workload --name studio-consensus-worker --tail 500 2>&1 | grep "stdout=''"Root cause: GenVM Manager (genvm-modules manager --port 3999) becomes unresponsive.
Fix: Worker restart (auto or manual) restarts GenVM Manager.
Key files:
backend/node/genvm/origin/base_host.py:463- where timeouts occurbackend/node/base.py- Manager.create() spawns GenVMbackend/consensus/worker_service.py- worker startup/health
Pod Restarts
# Check restart timestamps in logs
argocd app logs <app>-workload --name studio-consensus-worker --tail 500 2>&1 | grep -E "(Started|Uvicorn running)"
# Via kubectl
kubectl get pods -n <namespace> -o wide
kubectl get events -n <namespace> --sort-by='.lastTimestamp'External API Failures
Contracts calling external APIs (Twitter, etc.) through proxies:
# Check for HTTP errors in contract execution
argocd app logs <app>-workload --name studio-consensus-worker --tail 500 2>&1 | grep -E "(HTTP|fetch|proxy|api)"Environment Apps
| Env | App | Namespace |
|---|---|---|
| dev | studio-dev-workload | studio-dev |
| stg | studio-stg-workload | studio-stg |
| prd | studio-prd-workload | studio-prd |
| rally-prd | rally-studio-prd-workload | rally-studio-prd |
Components
| Component | Purpose | Prd Replicas | Common Issues |
|---|---|---|---|
| studio-consensus-worker | Tx processing | 4 | Timeouts, GenVM crashes |
| studio-jsonrpc | RPC API | 2 | DB connections |
| studio-webdriver | Browser sandbox | 1 | Memory, crashes |
| database-migration | Schema updates | 1 (job) | Lock contention |
Note: When debugging, always check logs from ALL replicas to get complete visibility. The argocd app logs --name <container> command handles this automatically.
© genlayerlabs, 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 .claude/skills/hosted-studio-debug of genlayerlabs/genlayer-studio.
Open the folder on GitHubat commit c940729
Compare with similar skills
Hosted Studio Debug 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 |
|---|---|---|---|---|---|---|
| Hosted Studio Debug this skillgenlayerlabs/genlayer-studio | 180 | — | ~1.3k | Automated safety check: Pass | MIT | |
| Frontend Forge Extension Operationskubesphere/kubesphere | 17k | — | ~3.2k | Automated safety check: Pass | Custom licence | |
| Frontend Forge FI Operationskubesphere/kubesphere | 17k | — | ~1.3k | Automated safety check: Pass | Custom licence | |
| GitOps with ArgoCD and Fluxwshobson/agents | 40k | 11 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Deploying Applicationsancoleman/ai-design-components | 526 | — | ~3.1k | Automated safety check: Pass | MIT | |
| Implementing Gitopsancoleman/ai-design-components | 526 | — | ~2.9k | Automated safety check: Pass | MIT |
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GitOps with ArgoCD and Flux
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Questions about Hosted Studio Debug
What does Hosted Studio Debug do?
Debug GenLayer Studio deployments via ArgoCD CLI. An agent skill from genlayerlabs/genlayer-studio. Hosted Studio Debug is an agent skill from genlayerlabs/genlayer-studio.
When should I use Hosted Studio Debug?
Hosted Studio Debug fits situations like: tasks that involve Container orchestration; tasks that involve Deployment; tasks that involve Debugging.
How do I install Hosted Studio Debug in Claude Code?
Run `npx skills add genlayerlabs/genlayer-studio --skill hosted-studio-debug -a claude-code`. Or copy the skill folder (.claude/skills/hosted-studio-debug in genlayerlabs/genlayer-studio) into .claude/skills/hosted-studio-debug in your project. Claude Code loads it when a task matches its description.
How do I install Hosted Studio Debug in Codex?
Run `npx skills add genlayerlabs/genlayer-studio --skill hosted-studio-debug -a codex`. Or copy the skill folder (.claude/skills/hosted-studio-debug in genlayerlabs/genlayer-studio) into .agents/skills/hosted-studio-debug in your project. Codex loads it when a task matches its description.
Can I use Hosted Studio Debug 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 genlayerlabs/genlayer-studio --skill hosted-studio-debug -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hosted-studio-debug, .gemini/skills/hosted-studio-debug, .github/skills/hosted-studio-debug and .opencode/skills/hosted-studio-debug in your project.
What does Hosted Studio Debug need to run?
Going by SKILL.md and its folder, Hosted Studio Debug needs the command-line tools its instructions call (argocd, kubectl and uvicorn).
Does Hosted Studio Debug 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 Hosted Studio Debug 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 Hosted Studio Debug use?
Hosted Studio Debug 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 Hosted Studio Debug use?
About 1.3k tokens (SKILL.md is roughly 5k 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 Hosted Studio Debug?
Skills that share tags, products or a category with Hosted Studio Debug: Frontend Forge Extension Operations (kubesphere/kubesphere, 17k stars), Frontend Forge FI Operations (kubesphere/kubesphere, 17k stars), GitOps with ArgoCD and Flux (wshobson/agents, 40k stars) and Deploying Applications (ancoleman/ai-design-components, 526 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Hosted Studio Debug?
genlayerlabs (a GitHub organization) maintains it in genlayerlabs/genlayer-studio, which has 180 GitHub stars. The repository holds 10 skills in this directory. The repository was last updated on September 30, 2026.
Source: genlayerlabs/genlayer-studio on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.