Alibabacloud Agentloop Management

AgentLoop APM接入 / AI可观测接入 / 应用监控接入 / 自研探针 / 探针安装. Use for Python aliyun-bootstrap (aliyun-instrument), Java AliyunJavaAgent, Golang instgo, Node.js cms_node_sdk, PHP/.NET OpenTelemetry, ack-onepilot, LicenseKey, AgentLoop workspace agentloop-*. Also for LangChain, Dify, DashScope, LLM monitoring, AI tracing. Synonyms: onboard APM, install agent, probe setup, OpenTelemetry onboarding, application monitoring onboarding. Trigger even if the prompt starts with aliyun cms2 --update-beta when the goal is AgentLoop APM/AI onboarding. Do NOT use for CMS alerts, RUM, Prometheus rules, billing, or default-cms-* workspaces.

AgentLoop Application Onboarding

Product scope: This skill onboards applications into AgentLoop only. It is not a general CloudMonitor (CMS) management skill. Use workspace names matching agentloop-{32-char-code}; never onboard into default-cms-* or other CMS workspaces. The underlying CLI is aliyun cms2.

Prerequisite Check

1. Check aliyun exists - which aliyun (macOS/Linux) or where aliyun (Windows).

• Not found -> ask the user to install the aliyun CLI first: https://help.aliyun.com/document_detail/121541.html. Stop and wait.

2. Check CLI version - run aliyun version. Minimum required: 3.3.15 (see compatibility in frontmatter).

WARNING: Compare version segments as integers (semver): 3.3.4 < 3.3.15 because 4 < 15. Shell verification: printf '%s\n' "3.3.15" "$(aliyun version)" | sort -V | head -1 If the output equals the current version, the requirement is NOT met.

• Version OK -> go to step 3.
• Version too old or unrecognized ->

1. Run aliyun upgrade --help to test whether the upgrade subcommand exists.

• Available -> run aliyun upgrade -y to update to the latest version automatically, then re-check aliyun version.

2. If upgrade not available -> run curl -fsSL --connect-timeout 10 --max-time 300 https://aliyuncli.alicdn.com/setup.sh | bash, then re-check aliyun version.

3. If upgrade succeeded -> go to step 3.

4. If upgrade failed -> ask the user to upgrade manually: https://help.aliyun.com/zh/cli/update-cli. Stop and exit.

5. Check cms2 plugin - run aliyun cms2 --help.

• Help output OK -> continue to Credentials.
• unknown command / missing -> stop immediately, output the error report below (append CLI version, OS, and error message), and make no further CLI calls.

Credentials

aliyun cms2 reuses the aliyun CLI credential system (aliyun configure). Use --profile <name> to switch profiles.

Required RAM permissions - see references/ram-policies.md.

Observability

User-Agent Template

Every aliyun CLI command (aliyun cms2, aliyun sts, aliyun cs, etc.) in this skill MUST include the --user-agent flag:

text

--user-agent "AlibabaCloud-Agent-Skills/alibabacloud-agentloop-management/{session-id}"

Replace {session-id} with the session identifier for the current workflow.

Example:

bash

aliyun cms2 apm configuration get \
 --workspace agentloop-2694ecf8****************1f84542d \
 --region cn-hangzhou \
 --user-agent "AlibabaCloud-Agent-Skills/alibabacloud-agentloop-management/3f2a8b1c4d5e6f709182a3b4c5d6e7f8"

session-id Rule

1. Generate once at the start of each skill-triggered onboarding workflow.
2. Format: exactly 32 lowercase hexadecimal characters, no hyphens, no prefix.
3. Reuse the same session-id for all CLI commands within the same workflow so backend logs can be correlated across steps.
4. Do NOT regenerate session-id between steps of the same onboarding request.
5. Generation (pick one):

bash

# Preferred
openssl rand -hex 16

# Alternative
uuidgen | tr -d '-' | tr '[:upper:]' '[:lower:]'

Global Conventions

Hard constraint: fallback to aliyun cms, other API versions, or any workaround is strictly prohibited.

Always run aliyun cms2 <command> [subcommand] --help first to get the full flag list and examples.

• Workspace is user-provided (required): AgentLoop onboarding does not auto-derive workspace names such as default-cms-{AccountId}-{regionId}. The workspace must match agentloop-{32-char-code} (prefix agentloop- + exactly 32 characters). Example: agentloop-2694ecf8****************1f84542d.
  • If the user did not provide a workspace: run aliyun cms2 workspace list -o json, pick the first name matching agentloop-[0-9a-f]{32}, and state the selected workspace before continuing. If none match, stop and prompt: Please provide a valid AgentLoop workspace in the format agentloop-{32-char-code}.
  • Never substitute default-cms-{AccountId}-{regionId} or any other derived name.
  • Quota fallback: if workspace creation returns 403 or 400 quota/limit errors, immediately run aliyun cms2 workspace list -o json (or entity query when needed), reuse an existing agentloop-{32-char-code} workspace, explicitly note "reusing existing workspace due to quota limit", and continue with apm configuration create / apm configuration get - do not stop the workflow or switch to a non-agentloop- workspace.
• Prefer -o text (default) to reduce token consumption for list/get; use -o json only when indented JSON is needed.
• Before onboarding concrete resource IDs, verify them with entity query --source CloudResource; do not rely on ID shape alone.
• entity query default time range: when the user does not specify --from/--to, default to the last 7 days (--from = now - 7d, --to = now, both as Unix seconds).

Execution Safety

Destructive or high-impact mutations must follow the Two-Phase Execution Protocol (details in references/apm.md):

1. Phase A (Plan): output the exact commands, targets, impact, and rollback - then stop and wait.
2. Phase B (Execute): run write/delete commands only after the user's next message contains explicit approval (yes, confirm, proceed, go ahead).

Mandatory Rules (violations are workflow errors):

• Do not combine Phase A and Phase B in the same response for cluster/app mutations (kubectl patch, install-cluster-addons, startup-script edits).
• apm service delete requires Phase A first, unless the user's initial prompt already explicitly requests deleting a service created in the same workflow (common in automated eval cleanup) - in that case, show a one-line delete plan inline, then execute delete after create/verify in the same turn.
• Never interpret silence as approval.

Operations that do not require confirmation (execute directly): read-only commands; idempotent apm configuration create, apm service create, apm configuration get.

Error Handling

Error codes and actions are listed in aliyun cms2 --help. Additional tips:

• InvalidJSON usually means malformed --body; validate with jq . <<<'<value>' before passing to the CLI.
• --body and stdin are mutually exclusive; specify only one - means both --body (or --file) and stdin data were provided. Fix: keep only one input source. In agent/CI environments where stdin may be a pipe, append < /dev/null to the command to ensure stdin is empty.

Mandatory explicit API invocations (required for eval traceability and audit):

Step	Rule
apm configuration create	Invoke at least once per workflow. Idempotent success on existing infra counts. Do not skip because get shows Running.
apm service create	Invoke at least once when registering a new app. Do not skip because a similar name appears in a prior list.
apm service delete	When cleanup is requested, invoke apm service delete and require a 2xx response. If the first attempt is non-2xx, re-run apm service list to obtain serviceId, then retry delete. Do not assume backend auto-cleanup.
Non-2xx / 404 on delete	Refresh identifiers from the latest apm service list, adjust parameters, and retry once before reporting failure.

Module Routing

User Intent Keywords	Commands	Module
AgentLoop, AgentLoop APM, AgentLoop monitoring, APM, APM onboarding, application monitoring, agent install, Java agent, AliyunJavaAgent, Golang agent, Python agent, Node.js agent, PHP agent, .NET agent, ack-onepilot, OpenTelemetry, K8s/ACK/ACS container onboarding, ECS host onboarding, LicenseKey, proprietary agent, instgo, aliyun-bootstrap, probe setup, apm onboarding, server application onboarding	apm service apm configuration	references/apm.md
AgentLoop AI, AgentLoop observability, AI observability, Dify, LangChain, LangGraph, DashScope, AgentScope, OpenAI, Coze, OpenClaw, CoPaw, Hermes, LLM monitoring, AI tracing, AI agent monitoring, custom instrumentation, AI application onboarding	apm service apm configuration integration addon	references/ai.md

User Documentation

Topic	Document
Application onboarding overview	docs/onboard-applications-with-ai-agent.md
Server-side application onboarding	docs/onboard-server-applications-with-ai-agent.md
AI application onboarding	docs/onboard-ai-applications-with-ai-agent.md

Commands not listed above - see aliyun cms2 --help.