Kubeshark Installer
kubeshark/kubeshark
Installs and configures Kubeshark on a Kubernetes cluster, choosing between the quick CLI path and a Helm install with custom values.
Deploy one or more locally built Bionic services into the user's k3d cluster.
Install Local Deployment
$ npx skills add bionic-gpt/bionic-gpt --skill local-deployment -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install bionic-gpt/bionic-gpt local-deployment --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/bionic-gpt/bionic-gpt.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/local-deployment .claude/skills/local-deployment && 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 "local-deployment" agent skill from https://github.com/bionic-gpt/bionic-gpt/tree/main/.agents/skills/local-deployment into .claude/skills/local-deployment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-deployment", 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/bionic-gpt/bionic-gpt/tree/main/.agents/skills/local-deploymentType 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 bionic-gpt/bionic-gpt --skill local-deployment -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install bionic-gpt/bionic-gpt local-deployment --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bionic-gpt/bionic-gpt.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/local-deployment .agents/skills/local-deployment && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "local-deployment" agent skill from https://github.com/bionic-gpt/bionic-gpt/tree/main/.agents/skills/local-deployment into .agents/skills/local-deployment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-deployment", 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 bionic-gpt/bionic-gpt --skill local-deployment -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install bionic-gpt/bionic-gpt local-deployment --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bionic-gpt/bionic-gpt.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/local-deployment .cursor/skills/local-deployment && 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 "local-deployment" agent skill from https://github.com/bionic-gpt/bionic-gpt/tree/main/.agents/skills/local-deployment into .cursor/skills/local-deployment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-deployment", 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/bionic-gpt/bionic-gpt.git --path .agents/skills/local-deployment--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 bionic-gpt/bionic-gpt --skill local-deployment -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install bionic-gpt/bionic-gpt local-deployment --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bionic-gpt/bionic-gpt.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/local-deployment .gemini/skills/local-deployment && 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 "local-deployment" agent skill from https://github.com/bionic-gpt/bionic-gpt/tree/main/.agents/skills/local-deployment into .gemini/skills/local-deployment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-deployment", 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 bionic-gpt/bionic-gpt local-deploymentInstalls 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 bionic-gpt/bionic-gpt --skill local-deployment -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/bionic-gpt/bionic-gpt.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/local-deployment .github/skills/local-deployment && 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 "local-deployment" agent skill from https://github.com/bionic-gpt/bionic-gpt/tree/main/.agents/skills/local-deployment into .github/skills/local-deployment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-deployment", 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 bionic-gpt/bionic-gpt --skill local-deployment -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install bionic-gpt/bionic-gpt local-deployment --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bionic-gpt/bionic-gpt.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/local-deployment .opencode/skills/local-deployment && 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 "local-deployment" agent skill from https://github.com/bionic-gpt/bionic-gpt/tree/main/.agents/skills/local-deployment into .opencode/skills/local-deployment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-deployment", 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
local-deployment- GitHub stars
- 2.4k
- Token cost
- ~540 tokens
- SKILL.md length
- 242 words
- Files
- 4
- Skills in repo
- 21
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Deploy one or more locally built Bionic services into the user's k3d cluster.
- Ly when the user explicitly asks for a local
- Runs Shell scripts from its folder; calls bash, kubectl and apt-get
- Kubernetes deployment
What it does
Local Deployment is an agent skill from bionic-gpt/bionic-gpt. Deploy one or more locally built Bionic services into the user's k3d cluster. Trigger only when the user explicitly asks for a local, k3d, or Kubernetes deployment.
Its SKILL.md is about 540 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `deploy-to-k3d-locally.sh`).
It sits in DevOps & Cloud, covering Deployment and Container orchestration. It works with Kubernetes. The repository describes itself as: Bionic is sovereign Agentic AI for the enterprise — Runs on-premise and can securely work with your sensitive data and systems. The licence is Apache-2.0.
When your agent uses it
- Ly when the user explicitly asks for a local
- Kubernetes deployment
Example prompts
- “/local-deployment”
Requirements
- A Bash shell
- Docker
What it can do on your machine
Read from SKILL.md and the folder at commit c155c00. 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
Ships script files (Shell), which the agent can run.
Shell commands in SKILL.md call:
bashkubectlapt-get
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
Local Deployment loads about 540 tokens when it runs. Until then it costs about 45 tokens; SKILL.md has 242 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NoteRuns commands with sudoSKILL.md:43
opment. It may install `iproute2` using `sudo apt-get`; review its effects
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 bionic-gpt/bionic-gpt at commit c155c00, republished under its Apache-2.0 licence (© bionic-gpt). 242 words, ~540 tokens.
Download SKILL.mdSave it as
.claude/skills/local-deployment/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.- name
- local-deployment
- description
- Deploy one or more locally built Bionic services into the user's k3d cluster. Trigger only when the user explicitly asks for a local, k3d, or Kubernetes deployment.
Local Deployment
Use this skill for an explicit request to deploy Bionic services locally or to the k3d development cluster.
Run the bundled script from the repository root:
bash .agents/skills/local-deployment/deploy-to-k3d-locally.sh [service ...]Service names match spec.services in the StackApp. Pass several names to
deploy them together, for example web cli-gateway; omitting names deploys
web. The script builds each local Cargo binary, imports its image into
k3d-bionic, patches that service, and waits for its rollout. Web assets and
the CLI gateway's Typst runtime are packaged automatically.
Web deployments enable Bionic debug logging through LOG_LEVEL and targeted
Rig request and stream tracing through RIG_LOG.
Prerequisites:
- Docker, k3d and kubectl are installed and available as explicit commands.
- The
k3d-bioniccluster exists. - kubectl is using the
k3d-k3d-bioniccontext. - The
bionic-gptnamespace and StackApp are available.
Before deployment, ensure the default kubeconfig has a reachable API server address for the current host. If the context is missing or the API server is unreachable, run the repository's local kubeconfig setup script:
bash .agents/skills/k3d-environment/get-config.shThis writes/merges the k3d-bionic kubeconfig, replaces loopback/wildcard
addresses with the host gateway, and disables TLS verification for local
development. It may install iproute2 using sudo apt-get; review its effects
before running it on a new machine. Then run the deployment script above.
Inspect web traces after deployment with:
kubectl logs deployment/bionic-gpt --namespace bionic-gpt --tail=200Look for agent_runtime debug events, outgoing requests under
rig::completions, and incoming SSE frames under rig::streaming. These
settings are applied by the local deployment script only and are not added to
production StackApp manifests.
© bionic-gpt, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 3 other files in .agents/skills/local-deployment of bionic-gpt/bionic-gpt.
- SKILL.md
- Dockerfile.service
- Dockerfile.web
- deploy-to-k3d-locally.sh
Open the folder on GitHubat commit c155c00
Compare with similar skills
Local Deployment 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 |
|---|---|---|---|---|---|---|
| Local Deployment this skillbionic-gpt/bionic-gpt | 2.4k | — | ~540 | Automated safety check: Notes | Apache-2.0 | |
| Kubeshark Installerkubeshark/kubeshark | 12k | — | ~3.6k | Automated safety check: Notes | Apache-2.0 | |
| KubeSphere ServiceMesh Managerkubesphere/kubesphere | 17k | — | ~2.4k | Automated safety check: Pass | Custom licence | |
| LangBot Deployment Guidelangbot-app/LangBot | 18k | — | ~1.2k | Automated safety check: Notes | Apache-2.0 | |
| Openbkn Deployopenbkn-ai/bkn-foundry | 629 | — | ~1.9k | Automated safety check: Notes | Custom licence | |
| KubeShark for KubernetesLukasNiessen/kubernetes-skill | 444 | — | ~1.2k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Local Deployment
What does Local Deployment do?
Deploy one or more locally built Bionic services into the user's k3d cluster. Local Deployment is an agent skill from bionic-gpt/bionic-gpt. Deploy one or more locally built Bionic services into the user's k3d cluster.
When should I use Local Deployment?
Local Deployment fits situations like: ly when the user explicitly asks for a local; Kubernetes deployment.
How do I install Local Deployment in Claude Code?
Run `npx skills add bionic-gpt/bionic-gpt --skill local-deployment -a claude-code`. Or copy the skill folder (.agents/skills/local-deployment in bionic-gpt/bionic-gpt) into .claude/skills/local-deployment in your project. Claude Code loads it when a task matches its description.
How do I install Local Deployment in Codex?
Run `npx skills add bionic-gpt/bionic-gpt --skill local-deployment -a codex`. Or copy the skill folder (.agents/skills/local-deployment in bionic-gpt/bionic-gpt) into .agents/skills/local-deployment in your project. Codex loads it when a task matches its description.
Can I use Local Deployment 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 bionic-gpt/bionic-gpt --skill local-deployment -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/local-deployment, .gemini/skills/local-deployment, .github/skills/local-deployment and .opencode/skills/local-deployment in your project.
What does Local Deployment need to run?
Going by SKILL.md and its folder, Local Deployment needs a shell for the scripts in its folder and the command-line tools its instructions call (bash, kubectl and apt-get). Our summary lists: A Bash shell; Docker.
Does Local Deployment 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 Local Deployment safe to install?
Our automated static check of SKILL.md found notes only (runs commands with sudo), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Local Deployment use?
Local Deployment is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Local Deployment use?
About 540 tokens (SKILL.md is roughly 2.2k 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 Local Deployment?
Skills that share tags, products or a category with Local Deployment: Kubeshark Installer (kubeshark/kubeshark, 12k stars), KubeSphere ServiceMesh Manager (kubesphere/kubesphere, 17k stars), LangBot Deployment Guide (langbot-app/LangBot, 18k stars) and Openbkn Deploy (openbkn-ai/bkn-foundry, 629 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Local Deployment?
bionic-gpt (a GitHub organization) maintains it in bionic-gpt/bionic-gpt, which has 2,383 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on October 7, 2026.
Source: bionic-gpt/bionic-gpt on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.