Agent skill

Alicloud Acs Agent Sandbox

by cinience in cinience/alicloud-skills

Bootstrap, create, connect to, operate, secure, scale, upgrade, troubleshoot, inspect, and tear down Alibaba Cloud Container Compute Service (ACS) Agent Sandbox environments.

MITAuto-check passedDevOps & Cloud

Install Alicloud Acs Agent Sandbox

skills CLI
$ npx skills add cinience/alicloud-skills --skill alicloud-acs-agent-sandbox -a claude-code

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

GitHub CLI
$ gh skill install cinience/alicloud-skills alicloud-acs-agent-sandbox --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/cinience/alicloud-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/compute/acs/alicloud-acs-agent-sandbox .claude/skills/alicloud-acs-agent-sandbox && 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/

Facts

Skill name
alicloud-acs-agent-sandbox
GitHub stars
397
Token cost
~2.7k tokens
SKILL.md length
996 words
Files
13 (incl. scripts, references)
Skills in repo
96
Repo updated
First seen
Licence
MIT

At a glance

Bootstrap, create, connect to, operate, secure, scale, upgrade, troubleshoot, inspect, and tear down Alibaba Cloud Container Compute Service (ACS) Agent Sandbox environments.

  • Works in 4 steps: Confirm whether the target is an ACS… → Confirm kubeconfig context, namespace,… → Run the read-only inspection before… → …
  • Zero-to-Sandbox deployments from VPC and ACS cluster creation
  • SKILL.md covers Start here, Non-negotiable safety rules, Core creation path and E2B client path, plus 3 more sections
  • Runs Python scripts from its folder; calls python3, kubectl and python; needs E2B_API_KEY

What it does

Alicloud Acs Agent Sandbox is an agent skill from cinience/alicloud-skills. Bootstrap, create, connect to, operate, secure, scale, upgrade, troubleshoot, inspect, and tear down Alibaba Cloud Container Compute Service (ACS) Agent Sandbox environments. Use for zero-to-Sandbox deployments from VPC and ACS cluster creation, Sandbox, SandboxSet, SandboxClaim, Checkpoint, SandboxUpdateOps, E2B SDK integration, tenant API keys and quotas, OSS or NAS CSI mounts, TrafficPolicy and SecurityProfile controls, SandboxGateway routing, Prometheus monitoring, ACK-based deployments, or ACK One…

Its SKILL.md is about 2.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 15 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/bootstrap-and-teardown.md` and `references/crd-reference.md`).

It sits in DevOps & Cloud, covering Deployment, Monitoring and alerting and Third-party API integration. It works with Alibaba Cloud and Prometheus. The repository describes itself as: alibaba cloud skills,qwen ,wan and all skills. The licence is MIT.

When your agent uses it

  • Zero-to-Sandbox deployments from VPC and ACS cluster creation
  • SandboxUpdateOps
  • E2B SDK integration
  • Tenant API keys and quotas

Example prompts

  • “/alicloud-acs-agent-sandbox”

Requirements

  • Python 3
  • A credential in E2B_API_KEY

Workflow steps

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

  1. Confirm whether the target is an ACS cluster, an ACK cluster using ACS compute, or an ACK One fleet.
  2. Confirm kubeconfig context, namespace, region, desired image, resource size, network boundary, and requested lifecycle action.
  3. Run the read-only inspection before changing an existing environment
  4. Read the reference that matches the task

What it can do on your machine

Read from SKILL.md and the folder at commit 1818263. 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 2 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3
    • kubectl
    • python

    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 these keys or tokens, usually read from environment variables:

    • E2B_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Alicloud Acs Agent Sandbox loads about 2.7k tokens when it runs, and up to ~14k if it reads all its reference files. Until then it costs about 142 tokens; SKILL.md has 996 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~142
When it runs · the whole SKILL.md, loaded when a task matches
~2.7k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~14k

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); the scripts in this folder are not scanned.

SKILL.md

The full file from cinience/alicloud-skills at commit 1818263, republished under its MIT licence (© cinience). 996 words, ~2,733 tokens.

Download SKILL.mdSave it as .claude/skills/alicloud-acs-agent-sandbox/SKILL.md (or your agent's skills folder). This skill also uses 12 other files; get the full folder from GitHub.
name
alicloud-acs-agent-sandbox
description
Bootstrap, create, connect to, operate, secure, scale, upgrade, troubleshoot, inspect, and tear down Alibaba Cloud Container Compute Service (ACS) Agent Sandbox environments. Use for zero-to-Sandbox deployments from VPC and ACS cluster creation, Sandbox, SandboxSet, SandboxClaim, Checkpoint, SandboxUpdateOps, E2B SDK integration, tenant API keys and quotas, OSS or NAS CSI mounts, TrafficPolicy and SecurityProfile controls, SandboxGateway routing, Prometheus monitoring, ACK-based deployments, or ACK One multi-cluster fleet operations.

Manage ACS Agent Sandbox

Operate ACS Agent Sandbox through Kubernetes custom resources and the E2B-compatible API. Treat the sandbox workload as untrusted and preserve a reproducible evidence trail under output/alicloud-acs-agent-sandbox/.

Start here

  1. Confirm whether the target is an ACS cluster, an ACK cluster using ACS compute, or an ACK One fleet.
  2. Confirm kubeconfig context, namespace, region, desired image, resource size, network boundary, and requested lifecycle action.
  3. Run the read-only inspection before changing an existing environment:
bash
python3 skills/compute/acs/alicloud-acs-agent-sandbox/scripts/inspect_agent_sandbox.py \
  --output output/alicloud-acs-agent-sandbox/inspection.json
  1. Read the reference that matches the task:
  1. State the planned mutation and its blast radius. Obtain confirmation before delete, destructive replacement, fleet-wide policy, credential-store migration, gateway cutover, or upgrade operations.
  2. Apply the smallest scoped change, wait for the documented terminal condition, rerun inspection, and save sanitized outputs.

Non-negotiable safety rules

  • Never print, log, commit, or place API keys, runtime tokens, JWTs, AccessKeys, DSNs, hashPepper, kubeconfigs, or generated migration SQL in evidence.
  • Do not use kubectl describe pod or dump Deployment/Pod arguments for Sandbox Manager: some addon versions place the admin API key in container arguments. Use the redacting inspector and bounded JSONPath queries; rotate the key immediately if it is exposed.
  • Keep automountServiceAccountToken: false unless the workload explicitly needs Kubernetes API access.
  • Use a dedicated sandbox vSwitch and enterprise security group. Deny metadata service 100.100.100.200/32 and private networks except for explicitly required endpoints.
  • Do not rely on TrafficPolicy alone when a container has root, privileged mode, NET_ADMIN, SYS_ADMIN, CAP_SETUID, or CAP_SETGID; these privileges can bypass in-namespace ACLs.
  • Treat the public code-interpreter:v1.6 and OpenClaw examples as validation images, not production-hardened images.
  • Require HTTPS for E2B production access. Prefer the native protocol with a wildcard domain and certificate; use the private protocol for simplified test integration.
  • Treat China mainland ICP filing as a public-ALB preflight gate. A domain can work briefly before delayed enforcement returns HTTP 403 or resets TLS.
  • Do not assume paused sandboxes can always resume. Capacity shortage and account arrears can prevent wake-up; WebSocket, SSE, and gRPC connections must reconnect.
  • Do not upgrade a claimed sandbox without a data plan. SandboxUpdateOps rebuilds the Pod and does not retain rootfs, memory, or IP.
  • Do not change a live PV authentication mode in place. Relevant volumeAttributes are immutable; recreating a PV can interrupt OSS access.
  • Enable the csi runtime only on storage-enabled SandboxSets. It injects a privileged container and a /var/run/csi hostPath, which changes the isolation boundary.
  • Keep NAS mount targets in the Sandbox VPC, use NFSv3, and never delete a NAS mount target while a Sandbox still has it mounted.
  • Quota enforcement fails open when Redis is unavailable. Alert on this condition and do not describe quota as a hard security boundary during Redis failure.
Show full SKILL.md (466 more words)Show less

Core creation path

For an empty-account deployment, use $aliyun-vpc-manage and $alicloud-acs-cluster as described in bootstrap-and-teardown.md. Then use this sequence for the Agent Sandbox layer:

  1. Enable Agent Sandbox for the cluster and verify component prerequisites from creation-lifecycle.md. Confirm managed-coredns is active before creating any component or Sandbox that needs cluster service discovery.
  2. Enable RRSA before Agent Identity, then install a supported Ingress Controller, ack-agent-identity when required, ack-agent-sandbox-controller, and ack-sandbox-manager. Grant AliyunCSManagedAgentSandboxRole only through the documented authorization flow.
  3. Configure the manager domain, admin API key, TLS, and the Ingress listener. Keep the admin key in a secret manager or protected component configuration.
  4. Create a SandboxSet warm pool with explicit requests and limits, ACS labels, automountServiceAccountToken: false, and only required runtimes.
  5. Wait until status.availableReplicas == spec.replicas.
  6. Allocate with E2B Sandbox.create() or a SandboxClaim. Prefer claims for declarative Kubernetes workflows.
  7. Verify Sandbox status.phase=Running, Ready=True, the claimed label, runtime API operations, and network policy behavior.
  8. Set an explicit timeout, pause policy, or shutdown time. Never leave temporary sandboxes without a lifecycle owner.

Minimal warm-pool shape:

yaml
apiVersion: agents.kruise.io/v1alpha1
kind: SandboxSet
metadata:
  name: code-interpreter
  namespace: default
spec:
  replicas: 4
  runtimes:
    - name: agent-runtime
  template:
    metadata:
      labels:
        alibabacloud.com/acs: "true"
        alibabacloud.com/compute-class: agent-sandbox
        alibabacloud.com/compute-qos: default
    spec:
      automountServiceAccountToken: false
      containers:
        - name: sandbox
          image: <REGION-LOCAL-HARDENED-IMAGE>
          resources:
            requests: {cpu: "1", memory: 1Gi, ephemeral-storage: 30Gi}
            limits: {cpu: "1", memory: 1Gi}
      terminationGracePeriodSeconds: 30

E2B client path

The official ACS documentation currently requires E2B Python SDK versions below 2.25.0; its validated example pins e2b-code-interpreter==2.7.0 and e2b==2.24.0. Recheck the official page before changing these versions.

bash
python3 -m venv .venv
. .venv/bin/activate
python -m pip install "e2b-code-interpreter==2.7.0" "e2b==2.24.0"

Set E2B_DOMAIN and E2B_API_KEY outside source code. Exercise run_code, files.write/read, and commands.run, then explicitly pause or kill the test sandbox.

For private acceptance, port-forward service/sandbox-manager on port 7788, install the OpenKruise customized E2B patch package, set E2B_DOMAIN=localhost:7788, and pass --private-protocol. This uses HTTP only on the local tunnel and is not a production ingress design.

Run the bundled smoke test for a repeatable acceptance and guaranteed cleanup attempt:

bash
python3 skills/compute/acs/alicloud-acs-agent-sandbox/scripts/e2b_smoke_test.py \
  --template code-interpreter \
  --output output/alicloud-acs-agent-sandbox/e2b-smoke.json

For an existing OSS or NAS PV, enable the csi runtime on the target SandboxSet and pass the mount as E2B metadata:

bash
python3 skills/compute/acs/alicloud-acs-agent-sandbox/scripts/e2b_smoke_test.py \
  --template code-interpreter \
  --storage-type nas \
  --storage-pv pv-nas-sandbox \
  --storage-mount-path /mnt/shared \
  --output output/alicloud-acs-agent-sandbox/e2b-nas-smoke.json

For OSS Agent Identity, also pass --credential-provider and --agent-name. See storage-mounts.md; the script never accepts or records AccessKeys.

Inspection workflow

Run inspection before and after a change. For manual follow-up, use bounded queries:

bash
kubectl get sandbox,sandboxset,sandboxclaim,checkpoint,sandboxupdateops -A
kubectl get pods -n sandbox-system -o wide
kubectl get events -A --field-selector type=Warning --sort-by=.lastTimestamp
kubectl get trafficpolicy -A
kubectl get globaltrafficpolicy
kubectl get securityprofile -A
kubectl get globalsecurityprofile

Classify findings as:

  • Critical: credential exposure, metadata/private-network access without justification, missing isolation, destructive operation in progress without backup, or an admin path exposed without authentication.
  • High: component not ready, failed lifecycle operation, unavailable warm pool, quota Redis fail-open, gateway errors, or repeated reconciliation failures.
  • Medium: version prerequisite not met, missing monitoring, insufficient vSwitch/security-group capacity, or policy gaps.
  • Info: capacity, phase distribution, claim utilization, configured policies, and current topology.

Output And Evidence

Save the inspection JSON, redacted manifests, command transcript, and final verification beneath output/alicloud-acs-agent-sandbox/<operation>/. A task is complete only when:

  • the requested resource reaches its documented terminal state;
  • readiness, lifecycle, network, storage, and authentication checks relevant to the task pass;
  • secrets are absent from evidence;
  • rollback or cleanup ownership is explicit;
  • the final report lists resource names, namespaces, observed versions, changes, risks, and evidence paths.

Validation

bash
python3 -m py_compile skills/compute/acs/alicloud-acs-agent-sandbox/scripts/inspect_agent_sandbox.py
python3 -m py_compile skills/compute/acs/alicloud-acs-agent-sandbox/scripts/e2b_smoke_test.py
python3 skills/compute/acs/alicloud-acs-agent-sandbox/scripts/inspect_agent_sandbox.py --help
python3 skills/compute/acs/alicloud-acs-agent-sandbox/scripts/e2b_smoke_test.py --help
python3 scripts/quick_validate.py skills/compute/acs/alicloud-acs-agent-sandbox

© cinience, MIT. 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 12 other files (scripts, references) in skills/compute/acs/alicloud-acs-agent-sandbox of cinience/alicloud-skills.

  • SKILL.md
  • agents/openai.yaml
  • references/bootstrap-and-teardown.md
  • references/crd-reference.md
  • references/creation-lifecycle.md
  • references/networking-security.md
  • references/observability-inspection.md
  • references/platform-patterns.md
  • references/sources.md
  • references/storage-mounts.md
  • references/tenancy-storage.md
  • scripts/e2b_smoke_test.py
  • scripts/inspect_agent_sandbox.py

Open the folder on GitHubat commit 1818263

Compare with similar skills

Alicloud Acs Agent Sandbox 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.

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Analyzing Experiment Precompute CanaryPostHog/posthog40k—~3.5kAutomated safety check: PassCustom licence
Doca Collectx DeploymentNVIDIA/skills3.6k—~2.8kAutomated safety check: PassApache-2.0
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Categories

Questions about Alicloud Acs Agent Sandbox

What does Alicloud Acs Agent Sandbox do?

Bootstrap, create, connect to, operate, secure, scale, upgrade, troubleshoot, inspect, and tear down Alibaba Cloud Container Compute Service (ACS) Agent Sandbox environments. Alicloud Acs Agent Sandbox is an agent skill from cinience/alicloud-skills. Bootstrap, create, connect to, operate, secure, scale, upgrade, troubleshoot, inspect, and tear down Alibaba Cloud Container Compute Service (ACS) Agent Sandbox environments.

When should I use Alicloud Acs Agent Sandbox?

Alicloud Acs Agent Sandbox fits situations like: zero-to-Sandbox deployments from VPC and ACS cluster creation; sandboxUpdateOps; E2B SDK integration; tenant API keys and quotas.

How do I install Alicloud Acs Agent Sandbox in Claude Code?

Run `npx skills add cinience/alicloud-skills --skill alicloud-acs-agent-sandbox -a claude-code`. Or copy the skill folder (skills/compute/acs/alicloud-acs-agent-sandbox in cinience/alicloud-skills) into .claude/skills/alicloud-acs-agent-sandbox in your project. Claude Code loads it when a task matches its description.

How do I install Alicloud Acs Agent Sandbox in Codex?

Run `npx skills add cinience/alicloud-skills --skill alicloud-acs-agent-sandbox -a codex`. Or copy the skill folder (skills/compute/acs/alicloud-acs-agent-sandbox in cinience/alicloud-skills) into .agents/skills/alicloud-acs-agent-sandbox in your project. Codex loads it when a task matches its description.

Can I use Alicloud Acs Agent Sandbox 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 cinience/alicloud-skills --skill alicloud-acs-agent-sandbox -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/alicloud-acs-agent-sandbox, .gemini/skills/alicloud-acs-agent-sandbox, .github/skills/alicloud-acs-agent-sandbox and .opencode/skills/alicloud-acs-agent-sandbox in your project.

What does Alicloud Acs Agent Sandbox need to run?

Going by SKILL.md and its folder, Alicloud Acs Agent Sandbox needs Python for the scripts in its folder, the command-line tools its instructions call (python3, kubectl and python) and credentials named E2B_API_KEY. Our summary lists: Python 3; A credential in E2B_API_KEY.

Does Alicloud Acs Agent Sandbox 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 Alicloud Acs Agent Sandbox 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Alicloud Acs Agent Sandbox use?

Alicloud Acs Agent Sandbox 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 Alicloud Acs Agent Sandbox use?

About 2.7k tokens (SKILL.md is roughly 11k 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 11k tokens, read only when the agent opens those files.

What are the alternatives to Alicloud Acs Agent Sandbox?

Skills that share tags, products or a category with Alicloud Acs Agent Sandbox: Dashboard Preview (m4r1k/Eneru, 149 stars), Aqua Metrics (oracle/accelerated-data-science, 125 stars), Analyzing Experiment Precompute Canary (PostHog/posthog, 40k stars) and Doca Collectx Deployment (NVIDIA/skills, 3.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Alicloud Acs Agent Sandbox?

cinience (a GitHub user) maintains it in cinience/alicloud-skills, which has 397 GitHub stars. The repository holds 96 skills in this directory. The repository was last updated on August 11, 2026.

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