Creator · ClickHouse
Last updated · Sep 5, 2026
Use when a user wants to wire an OpenTelemetry collector into a Managed ClickStack service on ClickHouse Cloud, either by deploying a new local collector (Docker run or Docker Compose) or by configuring their own existing collector, then send rich synthetic telemetry and verify i
Creator · ClickHouse
Last updated · Sep 5, 2026
Use when a user wants to wire an OpenTelemetry collector into a Managed ClickStack service on ClickHouse Cloud, either by deploying a new local collector (Docker run or Docker Compose) or by configuring their own existing collector, then send rich synthetic telemetry and verify i
Creator · ClickHouse
Last updated · Sep 5, 2026
Use when a user wants to wire an OpenTelemetry collector into a Managed ClickStack service on ClickHouse Cloud, either by deploying a new local collector (Docker run or Docker Compose) or by configuring their own existing collector, then send rich synthetic telemetry and verify i
Creator · ClickHouse
Last updated · Sep 5, 2026
Use when a user wants to wire an OpenTelemetry collector into a Managed ClickStack service on ClickHouse Cloud, either by deploying a new local collector (Docker run or Docker Compose) or by configuring their own existing collector, then send rich synthetic telemetry and verify i
Do not auto-install
Install targets
Codex install prompt
Install the "clickstack-otel-collector" agent skill from https://github.com/ClickHouse/agent-skills/tree/main/skills/clickstack-otel-collector. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Use when a user wants to wire an OpenTelemetry collector into a Managed ClickStack service on ClickHouse Cloud, either by deploying a new local collector (Docker run or Docker Compose) or by configuring their own existing collector, then send rich synthetic telemetry and verify it is visible in ClickStack. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"clickhouse-clickstack-otel-collector","task":"Install clickstack-otel-collector","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Database and SQL
I need my agent to inspect database schemas, write SQL, and explain query results.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add ClickHouse/agent-skills --skill clickstack-otel-collector
Maintenance
active
1mo since push
Risk
Needs review
Dependency or permission surface needs review
GitHub quality
530
71/100 Quality · 63/100 Trust
Coverage tags
Review notes
Dependency or permission surface needs review · Permission surface may require sandboxing
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Do not auto-installTrust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Choose a stronger alternative or inspect the source manually before any install attempt.
Stars
530 GitHub stars
Repo activity
530 stars, 37 forks
Maintenance
1mo since push
License
Apache-2.0
Install
npx skills add ClickHouse/agent-skills --skill clickstack-otel-collector
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add ClickHouse/agent-skills --skill clickstack-otel-collectorDo not use when
Agent safety v2
This skill should not be selected by an agent without explicit human security review.
Do not auto-install. Inspect the source, dependencies, and permission surface first.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20clickstack-otel-collector%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20clickstack-otel-collector%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/clickhouse-clickstack-otel-collector/install
Agent should check
Copy prompt
Task: Use clickstack-otel-collector in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20clickstack-otel-collector%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/clickhouse-clickstack-otel-collector/install
Install command: npx skills add ClickHouse/agent-skills --skill clickstack-otel-collector
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/clickhouse-clickstack-otel-collector/install
LLM text format
/api/skills/clickhouse-clickstack-otel-collector/install?format=text
Find alternatives
/api/skills/search?q=clickstack-otel-collector&limit=3
Agent prompt
Use clickstack-otel-collector for this task. Review https://www.openagentskill.com/api/skills/clickhouse-clickstack-otel-collector/install, then install with: npx skills add ClickHouse/agent-skills --skill clickstack-otel-collectorRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/clickhouse-clickstack-otel-collector
LLM text
/api/registry/manifest/clickhouse-clickstack-otel-collector?format=text
Install alias
/api/registry/install/clickhouse-clickstack-otel-collector
Recommend
/api/registry/recommend?task=Use%20clickstack-otel-collector%20in%20an%20agent%20workflow&limit=3
Agent fit
Database and SQL
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Shortlist this skill and compare it with close alternatives before production adoption.
Role in stack
Companion skill
Primary fit
Database and SQL
Trust label
Strong shortlist
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.
GitHub adoption
INFO530 GitHub stars
Stars/forks activity
INFO530 stars, 37 forks; issue activity unavailable in current metadata
Recent maintenance
PASS1mo since push
License clarity
PASSApache-2.0
Good signals
Review before install
Recommended action
Choose a stronger alternative or inspect the source manually before any install attempt.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Work with data stores
I need my agent to inspect database schemas, write SQL, and explain query results.
Operate local tools
I need my agent to operate local files and desktop apps in a repeatable workflow.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Workflow fit
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Alternative shortlist
Similar skills that may fit this task.
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Connect agents to hundreds of workflow automations
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--- name: clickstack-otel-collector description: Use when a user wants to wire an OpenTelemetry collector into a Managed ClickStack service on ClickHouse Cloud, either by deploying a new local collector (Docker run or Docker Compose) or by configuring their own existing collector, then send rich synthetic telemetry and verify it is visible in ClickStack. license: Apache-2.0 metadata: author: ClickHouse Inc version: "0.6.0" ---
# Set up an OpenTelemetry collector for Managed ClickStack
This skill wires an OpenTelemetry collector into a Managed ClickStack service running on ClickHouse Cloud, sends rich synthetic telemetry through it, and confirms the data is actually visible in ClickStack. It uses [`clickhousectl`](https://clickhouse.com/docs/interfaces/cli) for all cloud and SQL operations.
**Scope.** This skill supports two paths, chosen in Step 0:
1. **Deploy a new collector** locally. You can do this **two ways: individual `docker` commands, or a `docker compose` file** (recommended, fewer commands and one file to start/stop). Make the user aware of both up front and let them pick in Step 0; do not assume plain `docker`. Either way runs the ClickStack distribution of the collector, preconfigured for Managed ClickStack. 2. **Configure your own existing collector** by adding the ClickHouse exporter configuration. We give you the exact config to drop in; you reload your collector. Use this if you already run a collector in a **gateway** role.
A full Kubernetes deployment (Helm, secrets in K8s Secrets) is out of scope here; the config we generate in path 2 can be applied to a collector running anywhere.
The end state is:
- A dedicated `hyperdx_ingest` SQL user on the target service, with exactly the grants the collector needs (it creates the `otel.*` schema on first write). - A collector forwarding logs, traces, and metrics into the `otel` database on the service, either the new local ClickStack collector or your existing one. - Rich synthetic telemetry across several services, severities, span statuses, and metric types, so ClickStack's Search, Service Map, and dashboards have something real to show. - The service confirmed **awake**, and the user walked through the ClickStack onboarding in the Cloud console so they can actually *see* their data.
Secrets (the OTLP auth token and the SQL password) are generated locally, written **once** to a `0600` env file, and passed to Docker via `--env-file`. They are never pasted into the chat, never passed with `docker run -e`, and never echoed back after creation.
Follow these steps in order. Each step depends on state established by the previous one.
---
## Step 0: Choose your path
Ask the user two short questions before doing anything else, because they determine which later steps run.
**Question 1: Do you already have an OpenTelemetry collector running in a gateway role?**
- **No, set one up for me.** -> the **new-collector** path. Continue to Question 2. - **Yes, I have one.** -> the **existing-collector** path. Skip Question 2 (it does not apply), and in Step 6 you will configure their collector rather than deploy a new one.
**Question 2 (new-collector path only): Run the collector with individual Docker commands, or a Docker Compose file?**
- **Docker Compose (recommended).** Fewer commands, one file to start and stop, easiest to re-run. Best if `docker compose` is available. - **Individual Docker commands.** Use if Compose is not installed or you prefer explicit commands.
Record the answers as `COLLECTOR_PATH` (`new` or `existing`) and, for the new path, `DEPLOY_MODE` (`compose` or `run`). Refer back to them in Step 6 and Step 7.
---
## Step 1: Batch the permissions up front
Coding agents prompt for approval the first time they see each shell command. To avoid interrupting the user every few steps, ask them once, up front, to allowlist the command prefixes below (the "always allow for this project / session" option in their agent). There are no destructive operations and nothing targets anything outside this project or their ClickHouse Cloud service.
| Command prefix | Used for | Needed when | | --- | --- | --- | | `openssl rand …` | generate the OTLP token and SQL password | always | | `clickhousectl cloud …` | auth, resolve the service, run SQL via the Query API | always | | `jq …` | parse JSON from `clickhousectl` | always | | `docker …` / `docker compose …` | run/inspect the collector and the telemetry generator | new-collector path, and the optional telemetry check | | `curl …` | local health check against `localhost:13133` (and installing `clickhousectl` if missing) | new-collector path |
Tell the user, in your own words: *"If your agent supports it, choose 'always allow' for each of these the first time it asks. The whole run is read-only against your machine except for the collector container, and write operations against ClickHouse are limited to creating the ingest user and the `otel` schema."*
If the user is on the existing-collector path and does not want to run the optional telemetry check, you can drop `docker` and `curl` from the list.
**Two approvals are semantic, not prefix-based, so allowlisting won't pre-clear them.** Warn the user to expect these and approve them explicitly when they appear:
- The `clickhousectl` install in Step 3 uses `curl … | sh`, which many agent sandboxes flag as "downloading and running untrusted code" regardless of any `curl` allowlist rule. - The `CREATE USER` / `GRANT` in Step 5 may be flagged as "modifying shared production infrastructure," again independent of the `clickhousectl` prefix rule.
Neither is solved by the table above; they are one-time, intentional, and safe to approve.
Then continue.
---
## Step 2: Confirm the target service and lay down the secrets file
The user's prompt contains a service identifier, either a service ID (UUID) or a service name. Treat that value as `SERVICE_REF`.
Create a working directory and a **`0600` env file** that will hold all configuration and secrets for this run. The key names match exactly what the collector image reads, so this same file is passed straight to `docker run --env-file` (or referenced by Compose) in Step 6. Write it under a tight `umask` so the secret is never briefly world-readable:
```bash WORKDIR="${WORKDIR:-$HOME/clickstack-otel-collector}" mkdir -p "$WORKDIR" && chmod 700 "$WORKDIR" ENV_FILE="$WORKDIR/collector.env"
# Generate secrets WITHOUT printing them; write straight into a private file. ( umask 177 { echo "SERVICE_REF=$SERVICE_REF" echo "OTLP_AUTH_TOKEN=$(openssl rand -hex 32)" echo "CLICKHOUSE_USER=hyperdx_ingest" echo "CLICKHOUSE_PASSWORD=$(openssl rand -hex 24)Aa1-" echo "HYPERDX_OTEL_EXPORTER_CLICKHOUSE_DATABASE=otel" } > "$ENV_FILE" ) chmod 600 "$ENV_FILE" ls -l "$ENV_FILE" ```
Two things about these values matter and are easy to get wrong:
- **Key names are exact.** The collector reads `CLICKHOUSE_USER`, `CLICKHOUSE_PASSWORD`, `CLICKHOUSE_ENDPOINT`, and `HYPERDX_OTEL_EXPORTER_CLICKHOUSE_DATABASE`. Store the SQL password under `CLICKHOUSE_PASSWORD` (not a custom name); if it is missing, the collector starts with an **empty** password and dies with `code: 516, Authentication failed`. - **The password charset is constrained from three directions at once.** ClickHouse Cloud rejects passwords without at least one uppercase character and one special character, so a plain hex string fails at `CREATE USER`. At the same time, the collector's migration tool embeds the password in a connection URL, so `@`, `:`, `/`, `?`, `#`, and `%` corrupt it (symptom: `code: 516` at startup even though the password is "correct"). The recipe above is random hex (lowercase + digits) plus the suffix `Aa1-`, which adds the required uppercase, a digit, and a **URL-unreserved** special character (`-`). The OTLP token has no such rules (it is just a bearer token), so plain hex is fine for it.
The env file uses **bare `KEY=VALUE` lines with no quotes**: Docker's `--env-file` does not do shell parsing, so any quotes you add become part of the value.
On the **existing-collector path** the `OTLP_AUTH_TOKEN` is not used by your collector (auth on your receiver is your own setup); it is generated only so the same file works if you later switch to the local collector. The `CLICKHOUSE_*` values are still used: they go into the exporter config you add to your collector in Step 6.
**Every later step runs in a fresh shell, so `WORKDIR`, `ENV_FILE`, and any exported credentials do not persist, and `WORKDIR`/`ENV_FILE` are not stored inside the env file, so sourcing it can't recover them.** Begin each subsequent step's shell with this **standard preamble**, which re-derives the paths from the deterministic default, loads the saved credentials (Step 3), and loads the config:
```bash WORKDIR="${WORKDIR:-$HOME/clickstack-otel-collector}"; ENV_FILE="$WORKDIR/collector.env" [ -f "$WORKDIR/creds.env" ] && . "$WORKDIR/creds.env"; set -a; . "$ENV_FILE"; set +a ```
If you chose a non-default `WORKDIR`, set it explicitly at the top of every step (the `${WORKDIR:-…}` default only covers the standard location). Later steps refer to this as "the standard preamble".
**Confirm with the user** that `SERVICE_REF` is correct. Tell them the working directory and that `collector.env` (mode `0600`) now holds the OTLP token and the SQL password. Do **not** print either secret. If they want to see a value, point them at the file (`grep OTLP_AUTH_TOKEN "$ENV_FILE"`).
If the user supplied their own token or password, write those into the file instead of the generated ones, but keep the same `0600` discipline and make sure any custom password still meets the charset rules above.
---
## Step 3: Authenticate `clickhousectl` (separate terminal by default)
Check `clickhousectl` is on `PATH`. Run this presence check **on its own**, not chained to the installer: the `|| curl … | sh` form drags a harmless check into a compound command that sandboxes deny wholesale as an untrusted-code download.
```bash which clickhousectl ```
Only if that prints nothing, install it (the user may need to approve this explicitly, see Step 1):
```bash curl -fsSL https://clickhouse.com/cli | sh ```
Check authentication:
```bash clickhousectl cloud auth status ```
This skill needs **API key authentication**: OAuth is read-only and cannot create users or run write queries. If the `API key` row is not `Active`, the user must authenticate.
**Do not ask the user to paste their API key and secret into the chat.** Anything pasted into the conversation lives in the transcript and has to be rotated afterward. Instead, ask them to authenticate in a **separate terminal**, then tell you when they are done:
> I need a ClickHouse Cloud **Admin** API key to create the ingest user and verify the data. > Please don't paste it here. Instead: > > 1. In the [Cloud console](https://console.clickhouse.cloud), open **Organization → API keys > → New API key**, and give it the **Admin** role. (Developer-scoped keys can't provision the > per-service Query API endpoint that `cloud service query` uses.) > 2. In a **separate terminal**, run: > > ```bash > clickhousectl cloud auth login --api-key <key-id> --api-secret <key-secret> > ``` > > 3. Tell me when that's done and I'll re-check the auth status.
Poll until the API key row reports `Active`, then confirm with a real privileged call rather than trusting the status table alone. Use a **ref-agnostic** call here: `SERVICE_REF` may be a name, and `cloud service get` only accepts a UUID, so confirming with `get` would fail on a name for reasons unrelated to auth. `cloud service list` needs no ref and proves the API key works:
```bash clickhousectl cloud auth status clickhousectl cloud service list --json | jq -r '.[].name' ```
If the list returns your services, you are authenticated; continue. The actual name-or-UUID resolution of `S
Source provenance
Decision snapshot
530 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for clickstack-otel-collector, ready for a manual X post.
clickstack-otel-collector: Use when a user wants to wire an OpenTelemetry collector into a Managed ClickStack service on... 530 stars https://www.openagentskill.com/skills/clickhouse-clickstack-otel-collector?ref=x
Listing + install path for clickstack-otel-collector: https://www.openagentskill.com/skills/clickhouse-clickstack-otel-collector?ref=x Install: npx skills add ClickHouse/agent-skills --skill clickstack-otel-collector
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
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Install targets
Codex install prompt
Install the "clickstack-otel-collector" agent skill from https://github.com/ClickHouse/agent-skills/tree/main/skills/clickstack-otel-collector. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Use when a user wants to wire an OpenTelemetry collector into a Managed ClickStack service on ClickHouse Cloud, either by deploying a new local collector (Docker run or Docker Compose) or by configuring their own existing collector, then send rich synthetic telemetry and verify it is visible in ClickStack. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"clickhouse-clickstack-otel-collector","task":"Install clickstack-otel-collector","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Database and SQL
I need my agent to inspect database schemas, write SQL, and explain query results.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add ClickHouse/agent-skills --skill clickstack-otel-collector
Maintenance
active
1mo since push
Risk
Needs review
Dependency or permission surface needs review
GitHub quality
530
71/100 Quality · 63/100 Trust
Coverage tags
Review notes
Dependency or permission surface needs review · Permission surface may require sandboxing
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Do not auto-installTrust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Choose a stronger alternative or inspect the source manually before any install attempt.
Stars
530 GitHub stars
Repo activity
530 stars, 37 forks
Maintenance
1mo since push
License
Apache-2.0
Install
npx skills add ClickHouse/agent-skills --skill clickstack-otel-collector
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add ClickHouse/agent-skills --skill clickstack-otel-collectorDo not use when
Agent safety v2
This skill should not be selected by an agent without explicit human security review.
Do not auto-install. Inspect the source, dependencies, and permission surface first.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20clickstack-otel-collector%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20clickstack-otel-collector%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/clickhouse-clickstack-otel-collector/install
Agent should check
Copy prompt
Task: Use clickstack-otel-collector in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20clickstack-otel-collector%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/clickhouse-clickstack-otel-collector/install
Install command: npx skills add ClickHouse/agent-skills --skill clickstack-otel-collector
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/clickhouse-clickstack-otel-collector/install
LLM text format
/api/skills/clickhouse-clickstack-otel-collector/install?format=text
Find alternatives
/api/skills/search?q=clickstack-otel-collector&limit=3
Agent prompt
Use clickstack-otel-collector for this task. Review https://www.openagentskill.com/api/skills/clickhouse-clickstack-otel-collector/install, then install with: npx skills add ClickHouse/agent-skills --skill clickstack-otel-collectorRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/clickhouse-clickstack-otel-collector
LLM text
/api/registry/manifest/clickhouse-clickstack-otel-collector?format=text
Install alias
/api/registry/install/clickhouse-clickstack-otel-collector
Recommend
/api/registry/recommend?task=Use%20clickstack-otel-collector%20in%20an%20agent%20workflow&limit=3
Agent fit
Database and SQL
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Shortlist this skill and compare it with close alternatives before production adoption.
Role in stack
Companion skill
Primary fit
Database and SQL
Trust label
Strong shortlist
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.
GitHub adoption
INFO530 GitHub stars
Stars/forks activity
INFO530 stars, 37 forks; issue activity unavailable in current metadata
Recent maintenance
PASS1mo since push
License clarity
PASSApache-2.0
Good signals
Review before install
Recommended action
Choose a stronger alternative or inspect the source manually before any install attempt.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Work with data stores
I need my agent to inspect database schemas, write SQL, and explain query results.
Operate local tools
I need my agent to operate local files and desktop apps in a repeatable workflow.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Workflow fit
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Alternative shortlist
Similar skills that may fit this task.
Run multimodal agents that operate desktop interfaces
Connect agents to hundreds of workflow automations
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--- name: clickstack-otel-collector description: Use when a user wants to wire an OpenTelemetry collector into a Managed ClickStack service on ClickHouse Cloud, either by deploying a new local collector (Docker run or Docker Compose) or by configuring their own existing collector, then send rich synthetic telemetry and verify it is visible in ClickStack. license: Apache-2.0 metadata: author: ClickHouse Inc version: "0.6.0" ---
# Set up an OpenTelemetry collector for Managed ClickStack
This skill wires an OpenTelemetry collector into a Managed ClickStack service running on ClickHouse Cloud, sends rich synthetic telemetry through it, and confirms the data is actually visible in ClickStack. It uses [`clickhousectl`](https://clickhouse.com/docs/interfaces/cli) for all cloud and SQL operations.
**Scope.** This skill supports two paths, chosen in Step 0:
1. **Deploy a new collector** locally. You can do this **two ways: individual `docker` commands, or a `docker compose` file** (recommended, fewer commands and one file to start/stop). Make the user aware of both up front and let them pick in Step 0; do not assume plain `docker`. Either way runs the ClickStack distribution of the collector, preconfigured for Managed ClickStack. 2. **Configure your own existing collector** by adding the ClickHouse exporter configuration. We give you the exact config to drop in; you reload your collector. Use this if you already run a collector in a **gateway** role.
A full Kubernetes deployment (Helm, secrets in K8s Secrets) is out of scope here; the config we generate in path 2 can be applied to a collector running anywhere.
The end state is:
- A dedicated `hyperdx_ingest` SQL user on the target service, with exactly the grants the collector needs (it creates the `otel.*` schema on first write). - A collector forwarding logs, traces, and metrics into the `otel` database on the service, either the new local ClickStack collector or your existing one. - Rich synthetic telemetry across several services, severities, span statuses, and metric types, so ClickStack's Search, Service Map, and dashboards have something real to show. - The service confirmed **awake**, and the user walked through the ClickStack onboarding in the Cloud console so they can actually *see* their data.
Secrets (the OTLP auth token and the SQL password) are generated locally, written **once** to a `0600` env file, and passed to Docker via `--env-file`. They are never pasted into the chat, never passed with `docker run -e`, and never echoed back after creation.
Follow these steps in order. Each step depends on state established by the previous one.
---
## Step 0: Choose your path
Ask the user two short questions before doing anything else, because they determine which later steps run.
**Question 1: Do you already have an OpenTelemetry collector running in a gateway role?**
- **No, set one up for me.** -> the **new-collector** path. Continue to Question 2. - **Yes, I have one.** -> the **existing-collector** path. Skip Question 2 (it does not apply), and in Step 6 you will configure their collector rather than deploy a new one.
**Question 2 (new-collector path only): Run the collector with individual Docker commands, or a Docker Compose file?**
- **Docker Compose (recommended).** Fewer commands, one file to start and stop, easiest to re-run. Best if `docker compose` is available. - **Individual Docker commands.** Use if Compose is not installed or you prefer explicit commands.
Record the answers as `COLLECTOR_PATH` (`new` or `existing`) and, for the new path, `DEPLOY_MODE` (`compose` or `run`). Refer back to them in Step 6 and Step 7.
---
## Step 1: Batch the permissions up front
Coding agents prompt for approval the first time they see each shell command. To avoid interrupting the user every few steps, ask them once, up front, to allowlist the command prefixes below (the "always allow for this project / session" option in their agent). There are no destructive operations and nothing targets anything outside this project or their ClickHouse Cloud service.
| Command prefix | Used for | Needed when | | --- | --- | --- | | `openssl rand …` | generate the OTLP token and SQL password | always | | `clickhousectl cloud …` | auth, resolve the service, run SQL via the Query API | always | | `jq …` | parse JSON from `clickhousectl` | always | | `docker …` / `docker compose …` | run/inspect the collector and the telemetry generator | new-collector path, and the optional telemetry check | | `curl …` | local health check against `localhost:13133` (and installing `clickhousectl` if missing) | new-collector path |
Tell the user, in your own words: *"If your agent supports it, choose 'always allow' for each of these the first time it asks. The whole run is read-only against your machine except for the collector container, and write operations against ClickHouse are limited to creating the ingest user and the `otel` schema."*
If the user is on the existing-collector path and does not want to run the optional telemetry check, you can drop `docker` and `curl` from the list.
**Two approvals are semantic, not prefix-based, so allowlisting won't pre-clear them.** Warn the user to expect these and approve them explicitly when they appear:
- The `clickhousectl` install in Step 3 uses `curl … | sh`, which many agent sandboxes flag as "downloading and running untrusted code" regardless of any `curl` allowlist rule. - The `CREATE USER` / `GRANT` in Step 5 may be flagged as "modifying shared production infrastructure," again independent of the `clickhousectl` prefix rule.
Neither is solved by the table above; they are one-time, intentional, and safe to approve.
Then continue.
---
## Step 2: Confirm the target service and lay down the secrets file
The user's prompt contains a service identifier, either a service ID (UUID) or a service name. Treat that value as `SERVICE_REF`.
Create a working directory and a **`0600` env file** that will hold all configuration and secrets for this run. The key names match exactly what the collector image reads, so this same file is passed straight to `docker run --env-file` (or referenced by Compose) in Step 6. Write it under a tight `umask` so the secret is never briefly world-readable:
```bash WORKDIR="${WORKDIR:-$HOME/clickstack-otel-collector}" mkdir -p "$WORKDIR" && chmod 700 "$WORKDIR" ENV_FILE="$WORKDIR/collector.env"
# Generate secrets WITHOUT printing them; write straight into a private file. ( umask 177 { echo "SERVICE_REF=$SERVICE_REF" echo "OTLP_AUTH_TOKEN=$(openssl rand -hex 32)" echo "CLICKHOUSE_USER=hyperdx_ingest" echo "CLICKHOUSE_PASSWORD=$(openssl rand -hex 24)Aa1-" echo "HYPERDX_OTEL_EXPORTER_CLICKHOUSE_DATABASE=otel" } > "$ENV_FILE" ) chmod 600 "$ENV_FILE" ls -l "$ENV_FILE" ```
Two things about these values matter and are easy to get wrong:
- **Key names are exact.** The collector reads `CLICKHOUSE_USER`, `CLICKHOUSE_PASSWORD`, `CLICKHOUSE_ENDPOINT`, and `HYPERDX_OTEL_EXPORTER_CLICKHOUSE_DATABASE`. Store the SQL password under `CLICKHOUSE_PASSWORD` (not a custom name); if it is missing, the collector starts with an **empty** password and dies with `code: 516, Authentication failed`. - **The password charset is constrained from three directions at once.** ClickHouse Cloud rejects passwords without at least one uppercase character and one special character, so a plain hex string fails at `CREATE USER`. At the same time, the collector's migration tool embeds the password in a connection URL, so `@`, `:`, `/`, `?`, `#`, and `%` corrupt it (symptom: `code: 516` at startup even though the password is "correct"). The recipe above is random hex (lowercase + digits) plus the suffix `Aa1-`, which adds the required uppercase, a digit, and a **URL-unreserved** special character (`-`). The OTLP token has no such rules (it is just a bearer token), so plain hex is fine for it.
The env file uses **bare `KEY=VALUE` lines with no quotes**: Docker's `--env-file` does not do shell parsing, so any quotes you add become part of the value.
On the **existing-collector path** the `OTLP_AUTH_TOKEN` is not used by your collector (auth on your receiver is your own setup); it is generated only so the same file works if you later switch to the local collector. The `CLICKHOUSE_*` values are still used: they go into the exporter config you add to your collector in Step 6.
**Every later step runs in a fresh shell, so `WORKDIR`, `ENV_FILE`, and any exported credentials do not persist, and `WORKDIR`/`ENV_FILE` are not stored inside the env file, so sourcing it can't recover them.** Begin each subsequent step's shell with this **standard preamble**, which re-derives the paths from the deterministic default, loads the saved credentials (Step 3), and loads the config:
```bash WORKDIR="${WORKDIR:-$HOME/clickstack-otel-collector}"; ENV_FILE="$WORKDIR/collector.env" [ -f "$WORKDIR/creds.env" ] && . "$WORKDIR/creds.env"; set -a; . "$ENV_FILE"; set +a ```
If you chose a non-default `WORKDIR`, set it explicitly at the top of every step (the `${WORKDIR:-…}` default only covers the standard location). Later steps refer to this as "the standard preamble".
**Confirm with the user** that `SERVICE_REF` is correct. Tell them the working directory and that `collector.env` (mode `0600`) now holds the OTLP token and the SQL password. Do **not** print either secret. If they want to see a value, point them at the file (`grep OTLP_AUTH_TOKEN "$ENV_FILE"`).
If the user supplied their own token or password, write those into the file instead of the generated ones, but keep the same `0600` discipline and make sure any custom password still meets the charset rules above.
---
## Step 3: Authenticate `clickhousectl` (separate terminal by default)
Check `clickhousectl` is on `PATH`. Run this presence check **on its own**, not chained to the installer: the `|| curl … | sh` form drags a harmless check into a compound command that sandboxes deny wholesale as an untrusted-code download.
```bash which clickhousectl ```
Only if that prints nothing, install it (the user may need to approve this explicitly, see Step 1):
```bash curl -fsSL https://clickhouse.com/cli | sh ```
Check authentication:
```bash clickhousectl cloud auth status ```
This skill needs **API key authentication**: OAuth is read-only and cannot create users or run write queries. If the `API key` row is not `Active`, the user must authenticate.
**Do not ask the user to paste their API key and secret into the chat.** Anything pasted into the conversation lives in the transcript and has to be rotated afterward. Instead, ask them to authenticate in a **separate terminal**, then tell you when they are done:
> I need a ClickHouse Cloud **Admin** API key to create the ingest user and verify the data. > Please don't paste it here. Instead: > > 1. In the [Cloud console](https://console.clickhouse.cloud), open **Organization → API keys > → New API key**, and give it the **Admin** role. (Developer-scoped keys can't provision the > per-service Query API endpoint that `cloud service query` uses.) > 2. In a **separate terminal**, run: > > ```bash > clickhousectl cloud auth login --api-key <key-id> --api-secret <key-secret> > ``` > > 3. Tell me when that's done and I'll re-check the auth status.
Poll until the API key row reports `Active`, then confirm with a real privileged call rather than trusting the status table alone. Use a **ref-agnostic** call here: `SERVICE_REF` may be a name, and `cloud service get` only accepts a UUID, so confirming with `get` would fail on a name for reasons unrelated to auth. `cloud service list` needs no ref and proves the API key works:
```bash clickhousectl cloud auth status clickhousectl cloud service list --json | jq -r '.[].name' ```
If the list returns your services, you are authenticated; continue. The actual name-or-UUID resolution of `S
Source provenance
Decision snapshot
530 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for clickstack-otel-collector, ready for a manual X post.
clickstack-otel-collector: Use when a user wants to wire an OpenTelemetry collector into a Managed ClickStack service on... 530 stars https://www.openagentskill.com/skills/clickhouse-clickstack-otel-collector?ref=x
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Install targets
Codex install prompt
Install the "clickstack-otel-collector" agent skill from https://github.com/ClickHouse/agent-skills/tree/main/skills/clickstack-otel-collector. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Use when a user wants to wire an OpenTelemetry collector into a Managed ClickStack service on ClickHouse Cloud, either by deploying a new local collector (Docker run or Docker Compose) or by configuring their own existing collector, then send rich synthetic telemetry and verify it is visible in ClickStack. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"clickhouse-clickstack-otel-collector","task":"Install clickstack-otel-collector","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Database and SQL
I need my agent to inspect database schemas, write SQL, and explain query results.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add ClickHouse/agent-skills --skill clickstack-otel-collector
Maintenance
active
1mo since push
Risk
Needs review
Dependency or permission surface needs review
GitHub quality
530
71/100 Quality · 63/100 Trust
Coverage tags
Review notes
Dependency or permission surface needs review · Permission surface may require sandboxing
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Do not auto-installTrust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Choose a stronger alternative or inspect the source manually before any install attempt.
Stars
530 GitHub stars
Repo activity
530 stars, 37 forks
Maintenance
1mo since push
License
Apache-2.0
Install
npx skills add ClickHouse/agent-skills --skill clickstack-otel-collector
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add ClickHouse/agent-skills --skill clickstack-otel-collectorDo not use when
Agent safety v2
This skill should not be selected by an agent without explicit human security review.
Do not auto-install. Inspect the source, dependencies, and permission surface first.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20clickstack-otel-collector%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20clickstack-otel-collector%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/clickhouse-clickstack-otel-collector/install
Agent should check
Copy prompt
Task: Use clickstack-otel-collector in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20clickstack-otel-collector%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/clickhouse-clickstack-otel-collector/install
Install command: npx skills add ClickHouse/agent-skills --skill clickstack-otel-collector
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/clickhouse-clickstack-otel-collector/install
LLM text format
/api/skills/clickhouse-clickstack-otel-collector/install?format=text
Find alternatives
/api/skills/search?q=clickstack-otel-collector&limit=3
Agent prompt
Use clickstack-otel-collector for this task. Review https://www.openagentskill.com/api/skills/clickhouse-clickstack-otel-collector/install, then install with: npx skills add ClickHouse/agent-skills --skill clickstack-otel-collectorRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/clickhouse-clickstack-otel-collector
LLM text
/api/registry/manifest/clickhouse-clickstack-otel-collector?format=text
Install alias
/api/registry/install/clickhouse-clickstack-otel-collector
Recommend
/api/registry/recommend?task=Use%20clickstack-otel-collector%20in%20an%20agent%20workflow&limit=3
Agent fit
Database and SQL
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Shortlist this skill and compare it with close alternatives before production adoption.
Role in stack
Companion skill
Primary fit
Database and SQL
Trust label
Strong shortlist
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.
GitHub adoption
INFO530 GitHub stars
Stars/forks activity
INFO530 stars, 37 forks; issue activity unavailable in current metadata
Recent maintenance
PASS1mo since push
License clarity
PASSApache-2.0
Good signals
Review before install
Recommended action
Choose a stronger alternative or inspect the source manually before any install attempt.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Work with data stores
I need my agent to inspect database schemas, write SQL, and explain query results.
Operate local tools
I need my agent to operate local files and desktop apps in a repeatable workflow.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Workflow fit
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Alternative shortlist
Similar skills that may fit this task.
Run multimodal agents that operate desktop interfaces
Connect agents to hundreds of workflow automations
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Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
--- name: clickstack-otel-collector description: Use when a user wants to wire an OpenTelemetry collector into a Managed ClickStack service on ClickHouse Cloud, either by deploying a new local collector (Docker run or Docker Compose) or by configuring their own existing collector, then send rich synthetic telemetry and verify it is visible in ClickStack. license: Apache-2.0 metadata: author: ClickHouse Inc version: "0.6.0" ---
# Set up an OpenTelemetry collector for Managed ClickStack
This skill wires an OpenTelemetry collector into a Managed ClickStack service running on ClickHouse Cloud, sends rich synthetic telemetry through it, and confirms the data is actually visible in ClickStack. It uses [`clickhousectl`](https://clickhouse.com/docs/interfaces/cli) for all cloud and SQL operations.
**Scope.** This skill supports two paths, chosen in Step 0:
1. **Deploy a new collector** locally. You can do this **two ways: individual `docker` commands, or a `docker compose` file** (recommended, fewer commands and one file to start/stop). Make the user aware of both up front and let them pick in Step 0; do not assume plain `docker`. Either way runs the ClickStack distribution of the collector, preconfigured for Managed ClickStack. 2. **Configure your own existing collector** by adding the ClickHouse exporter configuration. We give you the exact config to drop in; you reload your collector. Use this if you already run a collector in a **gateway** role.
A full Kubernetes deployment (Helm, secrets in K8s Secrets) is out of scope here; the config we generate in path 2 can be applied to a collector running anywhere.
The end state is:
- A dedicated `hyperdx_ingest` SQL user on the target service, with exactly the grants the collector needs (it creates the `otel.*` schema on first write). - A collector forwarding logs, traces, and metrics into the `otel` database on the service, either the new local ClickStack collector or your existing one. - Rich synthetic telemetry across several services, severities, span statuses, and metric types, so ClickStack's Search, Service Map, and dashboards have something real to show. - The service confirmed **awake**, and the user walked through the ClickStack onboarding in the Cloud console so they can actually *see* their data.
Secrets (the OTLP auth token and the SQL password) are generated locally, written **once** to a `0600` env file, and passed to Docker via `--env-file`. They are never pasted into the chat, never passed with `docker run -e`, and never echoed back after creation.
Follow these steps in order. Each step depends on state established by the previous one.
---
## Step 0: Choose your path
Ask the user two short questions before doing anything else, because they determine which later steps run.
**Question 1: Do you already have an OpenTelemetry collector running in a gateway role?**
- **No, set one up for me.** -> the **new-collector** path. Continue to Question 2. - **Yes, I have one.** -> the **existing-collector** path. Skip Question 2 (it does not apply), and in Step 6 you will configure their collector rather than deploy a new one.
**Question 2 (new-collector path only): Run the collector with individual Docker commands, or a Docker Compose file?**
- **Docker Compose (recommended).** Fewer commands, one file to start and stop, easiest to re-run. Best if `docker compose` is available. - **Individual Docker commands.** Use if Compose is not installed or you prefer explicit commands.
Record the answers as `COLLECTOR_PATH` (`new` or `existing`) and, for the new path, `DEPLOY_MODE` (`compose` or `run`). Refer back to them in Step 6 and Step 7.
---
## Step 1: Batch the permissions up front
Coding agents prompt for approval the first time they see each shell command. To avoid interrupting the user every few steps, ask them once, up front, to allowlist the command prefixes below (the "always allow for this project / session" option in their agent). There are no destructive operations and nothing targets anything outside this project or their ClickHouse Cloud service.
| Command prefix | Used for | Needed when | | --- | --- | --- | | `openssl rand …` | generate the OTLP token and SQL password | always | | `clickhousectl cloud …` | auth, resolve the service, run SQL via the Query API | always | | `jq …` | parse JSON from `clickhousectl` | always | | `docker …` / `docker compose …` | run/inspect the collector and the telemetry generator | new-collector path, and the optional telemetry check | | `curl …` | local health check against `localhost:13133` (and installing `clickhousectl` if missing) | new-collector path |
Tell the user, in your own words: *"If your agent supports it, choose 'always allow' for each of these the first time it asks. The whole run is read-only against your machine except for the collector container, and write operations against ClickHouse are limited to creating the ingest user and the `otel` schema."*
If the user is on the existing-collector path and does not want to run the optional telemetry check, you can drop `docker` and `curl` from the list.
**Two approvals are semantic, not prefix-based, so allowlisting won't pre-clear them.** Warn the user to expect these and approve them explicitly when they appear:
- The `clickhousectl` install in Step 3 uses `curl … | sh`, which many agent sandboxes flag as "downloading and running untrusted code" regardless of any `curl` allowlist rule. - The `CREATE USER` / `GRANT` in Step 5 may be flagged as "modifying shared production infrastructure," again independent of the `clickhousectl` prefix rule.
Neither is solved by the table above; they are one-time, intentional, and safe to approve.
Then continue.
---
## Step 2: Confirm the target service and lay down the secrets file
The user's prompt contains a service identifier, either a service ID (UUID) or a service name. Treat that value as `SERVICE_REF`.
Create a working directory and a **`0600` env file** that will hold all configuration and secrets for this run. The key names match exactly what the collector image reads, so this same file is passed straight to `docker run --env-file` (or referenced by Compose) in Step 6. Write it under a tight `umask` so the secret is never briefly world-readable:
```bash WORKDIR="${WORKDIR:-$HOME/clickstack-otel-collector}" mkdir -p "$WORKDIR" && chmod 700 "$WORKDIR" ENV_FILE="$WORKDIR/collector.env"
# Generate secrets WITHOUT printing them; write straight into a private file. ( umask 177 { echo "SERVICE_REF=$SERVICE_REF" echo "OTLP_AUTH_TOKEN=$(openssl rand -hex 32)" echo "CLICKHOUSE_USER=hyperdx_ingest" echo "CLICKHOUSE_PASSWORD=$(openssl rand -hex 24)Aa1-" echo "HYPERDX_OTEL_EXPORTER_CLICKHOUSE_DATABASE=otel" } > "$ENV_FILE" ) chmod 600 "$ENV_FILE" ls -l "$ENV_FILE" ```
Two things about these values matter and are easy to get wrong:
- **Key names are exact.** The collector reads `CLICKHOUSE_USER`, `CLICKHOUSE_PASSWORD`, `CLICKHOUSE_ENDPOINT`, and `HYPERDX_OTEL_EXPORTER_CLICKHOUSE_DATABASE`. Store the SQL password under `CLICKHOUSE_PASSWORD` (not a custom name); if it is missing, the collector starts with an **empty** password and dies with `code: 516, Authentication failed`. - **The password charset is constrained from three directions at once.** ClickHouse Cloud rejects passwords without at least one uppercase character and one special character, so a plain hex string fails at `CREATE USER`. At the same time, the collector's migration tool embeds the password in a connection URL, so `@`, `:`, `/`, `?`, `#`, and `%` corrupt it (symptom: `code: 516` at startup even though the password is "correct"). The recipe above is random hex (lowercase + digits) plus the suffix `Aa1-`, which adds the required uppercase, a digit, and a **URL-unreserved** special character (`-`). The OTLP token has no such rules (it is just a bearer token), so plain hex is fine for it.
The env file uses **bare `KEY=VALUE` lines with no quotes**: Docker's `--env-file` does not do shell parsing, so any quotes you add become part of the value.
On the **existing-collector path** the `OTLP_AUTH_TOKEN` is not used by your collector (auth on your receiver is your own setup); it is generated only so the same file works if you later switch to the local collector. The `CLICKHOUSE_*` values are still used: they go into the exporter config you add to your collector in Step 6.
**Every later step runs in a fresh shell, so `WORKDIR`, `ENV_FILE`, and any exported credentials do not persist, and `WORKDIR`/`ENV_FILE` are not stored inside the env file, so sourcing it can't recover them.** Begin each subsequent step's shell with this **standard preamble**, which re-derives the paths from the deterministic default, loads the saved credentials (Step 3), and loads the config:
```bash WORKDIR="${WORKDIR:-$HOME/clickstack-otel-collector}"; ENV_FILE="$WORKDIR/collector.env" [ -f "$WORKDIR/creds.env" ] && . "$WORKDIR/creds.env"; set -a; . "$ENV_FILE"; set +a ```
If you chose a non-default `WORKDIR`, set it explicitly at the top of every step (the `${WORKDIR:-…}` default only covers the standard location). Later steps refer to this as "the standard preamble".
**Confirm with the user** that `SERVICE_REF` is correct. Tell them the working directory and that `collector.env` (mode `0600`) now holds the OTLP token and the SQL password. Do **not** print either secret. If they want to see a value, point them at the file (`grep OTLP_AUTH_TOKEN "$ENV_FILE"`).
If the user supplied their own token or password, write those into the file instead of the generated ones, but keep the same `0600` discipline and make sure any custom password still meets the charset rules above.
---
## Step 3: Authenticate `clickhousectl` (separate terminal by default)
Check `clickhousectl` is on `PATH`. Run this presence check **on its own**, not chained to the installer: the `|| curl … | sh` form drags a harmless check into a compound command that sandboxes deny wholesale as an untrusted-code download.
```bash which clickhousectl ```
Only if that prints nothing, install it (the user may need to approve this explicitly, see Step 1):
```bash curl -fsSL https://clickhouse.com/cli | sh ```
Check authentication:
```bash clickhousectl cloud auth status ```
This skill needs **API key authentication**: OAuth is read-only and cannot create users or run write queries. If the `API key` row is not `Active`, the user must authenticate.
**Do not ask the user to paste their API key and secret into the chat.** Anything pasted into the conversation lives in the transcript and has to be rotated afterward. Instead, ask them to authenticate in a **separate terminal**, then tell you when they are done:
> I need a ClickHouse Cloud **Admin** API key to create the ingest user and verify the data. > Please don't paste it here. Instead: > > 1. In the [Cloud console](https://console.clickhouse.cloud), open **Organization → API keys > → New API key**, and give it the **Admin** role. (Developer-scoped keys can't provision the > per-service Query API endpoint that `cloud service query` uses.) > 2. In a **separate terminal**, run: > > ```bash > clickhousectl cloud auth login --api-key <key-id> --api-secret <key-secret> > ``` > > 3. Tell me when that's done and I'll re-check the auth status.
Poll until the API key row reports `Active`, then confirm with a real privileged call rather than trusting the status table alone. Use a **ref-agnostic** call here: `SERVICE_REF` may be a name, and `cloud service get` only accepts a UUID, so confirming with `get` would fail on a name for reasons unrelated to auth. `cloud service list` needs no ref and proves the API key works:
```bash clickhousectl cloud auth status clickhousectl cloud service list --json | jq -r '.[].name' ```
If the list returns your services, you are authenticated; continue. The actual name-or-UUID resolution of `S
Source provenance
Decision snapshot
530 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for clickstack-otel-collector, ready for a manual X post.
clickstack-otel-collector: Use when a user wants to wire an OpenTelemetry collector into a Managed ClickStack service on... 530 stars https://www.openagentskill.com/skills/clickhouse-clickstack-otel-collector?ref=x
Listing + install path for clickstack-otel-collector: https://www.openagentskill.com/skills/clickhouse-clickstack-otel-collector?ref=x Install: npx skills add ClickHouse/agent-skills --skill clickstack-otel-collector
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Install targets
Codex install prompt
Install the "clickstack-otel-collector" agent skill from https://github.com/ClickHouse/agent-skills/tree/main/skills/clickstack-otel-collector. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Use when a user wants to wire an OpenTelemetry collector into a Managed ClickStack service on ClickHouse Cloud, either by deploying a new local collector (Docker run or Docker Compose) or by configuring their own existing collector, then send rich synthetic telemetry and verify it is visible in ClickStack. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"clickhouse-clickstack-otel-collector","task":"Install clickstack-otel-collector","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Database and SQL
I need my agent to inspect database schemas, write SQL, and explain query results.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add ClickHouse/agent-skills --skill clickstack-otel-collector
Maintenance
active
1mo since push
Risk
Needs review
Dependency or permission surface needs review
GitHub quality
530
71/100 Quality · 63/100 Trust
Coverage tags
Review notes
Dependency or permission surface needs review · Permission surface may require sandboxing
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Do not auto-installTrust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Choose a stronger alternative or inspect the source manually before any install attempt.
Stars
530 GitHub stars
Repo activity
530 stars, 37 forks
Maintenance
1mo since push
License
Apache-2.0
Install
npx skills add ClickHouse/agent-skills --skill clickstack-otel-collector
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add ClickHouse/agent-skills --skill clickstack-otel-collectorDo not use when
Agent safety v2
This skill should not be selected by an agent without explicit human security review.
Do not auto-install. Inspect the source, dependencies, and permission surface first.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20clickstack-otel-collector%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20clickstack-otel-collector%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/clickhouse-clickstack-otel-collector/install
Agent should check
Copy prompt
Task: Use clickstack-otel-collector in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20clickstack-otel-collector%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/clickhouse-clickstack-otel-collector/install
Install command: npx skills add ClickHouse/agent-skills --skill clickstack-otel-collector
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/clickhouse-clickstack-otel-collector/install
LLM text format
/api/skills/clickhouse-clickstack-otel-collector/install?format=text
Find alternatives
/api/skills/search?q=clickstack-otel-collector&limit=3
Agent prompt
Use clickstack-otel-collector for this task. Review https://www.openagentskill.com/api/skills/clickhouse-clickstack-otel-collector/install, then install with: npx skills add ClickHouse/agent-skills --skill clickstack-otel-collectorRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/clickhouse-clickstack-otel-collector
LLM text
/api/registry/manifest/clickhouse-clickstack-otel-collector?format=text
Install alias
/api/registry/install/clickhouse-clickstack-otel-collector
Recommend
/api/registry/recommend?task=Use%20clickstack-otel-collector%20in%20an%20agent%20workflow&limit=3
Agent fit
Database and SQL
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Shortlist this skill and compare it with close alternatives before production adoption.
Role in stack
Companion skill
Primary fit
Database and SQL
Trust label
Strong shortlist
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.
GitHub adoption
INFO530 GitHub stars
Stars/forks activity
INFO530 stars, 37 forks; issue activity unavailable in current metadata
Recent maintenance
PASS1mo since push
License clarity
PASSApache-2.0
Good signals
Review before install
Recommended action
Choose a stronger alternative or inspect the source manually before any install attempt.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Work with data stores
I need my agent to inspect database schemas, write SQL, and explain query results.
Operate local tools
I need my agent to operate local files and desktop apps in a repeatable workflow.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Workflow fit
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Alternative shortlist
Similar skills that may fit this task.
Run multimodal agents that operate desktop interfaces
Connect agents to hundreds of workflow automations
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Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
--- name: clickstack-otel-collector description: Use when a user wants to wire an OpenTelemetry collector into a Managed ClickStack service on ClickHouse Cloud, either by deploying a new local collector (Docker run or Docker Compose) or by configuring their own existing collector, then send rich synthetic telemetry and verify it is visible in ClickStack. license: Apache-2.0 metadata: author: ClickHouse Inc version: "0.6.0" ---
# Set up an OpenTelemetry collector for Managed ClickStack
This skill wires an OpenTelemetry collector into a Managed ClickStack service running on ClickHouse Cloud, sends rich synthetic telemetry through it, and confirms the data is actually visible in ClickStack. It uses [`clickhousectl`](https://clickhouse.com/docs/interfaces/cli) for all cloud and SQL operations.
**Scope.** This skill supports two paths, chosen in Step 0:
1. **Deploy a new collector** locally. You can do this **two ways: individual `docker` commands, or a `docker compose` file** (recommended, fewer commands and one file to start/stop). Make the user aware of both up front and let them pick in Step 0; do not assume plain `docker`. Either way runs the ClickStack distribution of the collector, preconfigured for Managed ClickStack. 2. **Configure your own existing collector** by adding the ClickHouse exporter configuration. We give you the exact config to drop in; you reload your collector. Use this if you already run a collector in a **gateway** role.
A full Kubernetes deployment (Helm, secrets in K8s Secrets) is out of scope here; the config we generate in path 2 can be applied to a collector running anywhere.
The end state is:
- A dedicated `hyperdx_ingest` SQL user on the target service, with exactly the grants the collector needs (it creates the `otel.*` schema on first write). - A collector forwarding logs, traces, and metrics into the `otel` database on the service, either the new local ClickStack collector or your existing one. - Rich synthetic telemetry across several services, severities, span statuses, and metric types, so ClickStack's Search, Service Map, and dashboards have something real to show. - The service confirmed **awake**, and the user walked through the ClickStack onboarding in the Cloud console so they can actually *see* their data.
Secrets (the OTLP auth token and the SQL password) are generated locally, written **once** to a `0600` env file, and passed to Docker via `--env-file`. They are never pasted into the chat, never passed with `docker run -e`, and never echoed back after creation.
Follow these steps in order. Each step depends on state established by the previous one.
---
## Step 0: Choose your path
Ask the user two short questions before doing anything else, because they determine which later steps run.
**Question 1: Do you already have an OpenTelemetry collector running in a gateway role?**
- **No, set one up for me.** -> the **new-collector** path. Continue to Question 2. - **Yes, I have one.** -> the **existing-collector** path. Skip Question 2 (it does not apply), and in Step 6 you will configure their collector rather than deploy a new one.
**Question 2 (new-collector path only): Run the collector with individual Docker commands, or a Docker Compose file?**
- **Docker Compose (recommended).** Fewer commands, one file to start and stop, easiest to re-run. Best if `docker compose` is available. - **Individual Docker commands.** Use if Compose is not installed or you prefer explicit commands.
Record the answers as `COLLECTOR_PATH` (`new` or `existing`) and, for the new path, `DEPLOY_MODE` (`compose` or `run`). Refer back to them in Step 6 and Step 7.
---
## Step 1: Batch the permissions up front
Coding agents prompt for approval the first time they see each shell command. To avoid interrupting the user every few steps, ask them once, up front, to allowlist the command prefixes below (the "always allow for this project / session" option in their agent). There are no destructive operations and nothing targets anything outside this project or their ClickHouse Cloud service.
| Command prefix | Used for | Needed when | | --- | --- | --- | | `openssl rand …` | generate the OTLP token and SQL password | always | | `clickhousectl cloud …` | auth, resolve the service, run SQL via the Query API | always | | `jq …` | parse JSON from `clickhousectl` | always | | `docker …` / `docker compose …` | run/inspect the collector and the telemetry generator | new-collector path, and the optional telemetry check | | `curl …` | local health check against `localhost:13133` (and installing `clickhousectl` if missing) | new-collector path |
Tell the user, in your own words: *"If your agent supports it, choose 'always allow' for each of these the first time it asks. The whole run is read-only against your machine except for the collector container, and write operations against ClickHouse are limited to creating the ingest user and the `otel` schema."*
If the user is on the existing-collector path and does not want to run the optional telemetry check, you can drop `docker` and `curl` from the list.
**Two approvals are semantic, not prefix-based, so allowlisting won't pre-clear them.** Warn the user to expect these and approve them explicitly when they appear:
- The `clickhousectl` install in Step 3 uses `curl … | sh`, which many agent sandboxes flag as "downloading and running untrusted code" regardless of any `curl` allowlist rule. - The `CREATE USER` / `GRANT` in Step 5 may be flagged as "modifying shared production infrastructure," again independent of the `clickhousectl` prefix rule.
Neither is solved by the table above; they are one-time, intentional, and safe to approve.
Then continue.
---
## Step 2: Confirm the target service and lay down the secrets file
The user's prompt contains a service identifier, either a service ID (UUID) or a service name. Treat that value as `SERVICE_REF`.
Create a working directory and a **`0600` env file** that will hold all configuration and secrets for this run. The key names match exactly what the collector image reads, so this same file is passed straight to `docker run --env-file` (or referenced by Compose) in Step 6. Write it under a tight `umask` so the secret is never briefly world-readable:
```bash WORKDIR="${WORKDIR:-$HOME/clickstack-otel-collector}" mkdir -p "$WORKDIR" && chmod 700 "$WORKDIR" ENV_FILE="$WORKDIR/collector.env"
# Generate secrets WITHOUT printing them; write straight into a private file. ( umask 177 { echo "SERVICE_REF=$SERVICE_REF" echo "OTLP_AUTH_TOKEN=$(openssl rand -hex 32)" echo "CLICKHOUSE_USER=hyperdx_ingest" echo "CLICKHOUSE_PASSWORD=$(openssl rand -hex 24)Aa1-" echo "HYPERDX_OTEL_EXPORTER_CLICKHOUSE_DATABASE=otel" } > "$ENV_FILE" ) chmod 600 "$ENV_FILE" ls -l "$ENV_FILE" ```
Two things about these values matter and are easy to get wrong:
- **Key names are exact.** The collector reads `CLICKHOUSE_USER`, `CLICKHOUSE_PASSWORD`, `CLICKHOUSE_ENDPOINT`, and `HYPERDX_OTEL_EXPORTER_CLICKHOUSE_DATABASE`. Store the SQL password under `CLICKHOUSE_PASSWORD` (not a custom name); if it is missing, the collector starts with an **empty** password and dies with `code: 516, Authentication failed`. - **The password charset is constrained from three directions at once.** ClickHouse Cloud rejects passwords without at least one uppercase character and one special character, so a plain hex string fails at `CREATE USER`. At the same time, the collector's migration tool embeds the password in a connection URL, so `@`, `:`, `/`, `?`, `#`, and `%` corrupt it (symptom: `code: 516` at startup even though the password is "correct"). The recipe above is random hex (lowercase + digits) plus the suffix `Aa1-`, which adds the required uppercase, a digit, and a **URL-unreserved** special character (`-`). The OTLP token has no such rules (it is just a bearer token), so plain hex is fine for it.
The env file uses **bare `KEY=VALUE` lines with no quotes**: Docker's `--env-file` does not do shell parsing, so any quotes you add become part of the value.
On the **existing-collector path** the `OTLP_AUTH_TOKEN` is not used by your collector (auth on your receiver is your own setup); it is generated only so the same file works if you later switch to the local collector. The `CLICKHOUSE_*` values are still used: they go into the exporter config you add to your collector in Step 6.
**Every later step runs in a fresh shell, so `WORKDIR`, `ENV_FILE`, and any exported credentials do not persist, and `WORKDIR`/`ENV_FILE` are not stored inside the env file, so sourcing it can't recover them.** Begin each subsequent step's shell with this **standard preamble**, which re-derives the paths from the deterministic default, loads the saved credentials (Step 3), and loads the config:
```bash WORKDIR="${WORKDIR:-$HOME/clickstack-otel-collector}"; ENV_FILE="$WORKDIR/collector.env" [ -f "$WORKDIR/creds.env" ] && . "$WORKDIR/creds.env"; set -a; . "$ENV_FILE"; set +a ```
If you chose a non-default `WORKDIR`, set it explicitly at the top of every step (the `${WORKDIR:-…}` default only covers the standard location). Later steps refer to this as "the standard preamble".
**Confirm with the user** that `SERVICE_REF` is correct. Tell them the working directory and that `collector.env` (mode `0600`) now holds the OTLP token and the SQL password. Do **not** print either secret. If they want to see a value, point them at the file (`grep OTLP_AUTH_TOKEN "$ENV_FILE"`).
If the user supplied their own token or password, write those into the file instead of the generated ones, but keep the same `0600` discipline and make sure any custom password still meets the charset rules above.
---
## Step 3: Authenticate `clickhousectl` (separate terminal by default)
Check `clickhousectl` is on `PATH`. Run this presence check **on its own**, not chained to the installer: the `|| curl … | sh` form drags a harmless check into a compound command that sandboxes deny wholesale as an untrusted-code download.
```bash which clickhousectl ```
Only if that prints nothing, install it (the user may need to approve this explicitly, see Step 1):
```bash curl -fsSL https://clickhouse.com/cli | sh ```
Check authentication:
```bash clickhousectl cloud auth status ```
This skill needs **API key authentication**: OAuth is read-only and cannot create users or run write queries. If the `API key` row is not `Active`, the user must authenticate.
**Do not ask the user to paste their API key and secret into the chat.** Anything pasted into the conversation lives in the transcript and has to be rotated afterward. Instead, ask them to authenticate in a **separate terminal**, then tell you when they are done:
> I need a ClickHouse Cloud **Admin** API key to create the ingest user and verify the data. > Please don't paste it here. Instead: > > 1. In the [Cloud console](https://console.clickhouse.cloud), open **Organization → API keys > → New API key**, and give it the **Admin** role. (Developer-scoped keys can't provision the > per-service Query API endpoint that `cloud service query` uses.) > 2. In a **separate terminal**, run: > > ```bash > clickhousectl cloud auth login --api-key <key-id> --api-secret <key-secret> > ``` > > 3. Tell me when that's done and I'll re-check the auth status.
Poll until the API key row reports `Active`, then confirm with a real privileged call rather than trusting the status table alone. Use a **ref-agnostic** call here: `SERVICE_REF` may be a name, and `cloud service get` only accepts a UUID, so confirming with `get` would fail on a name for reasons unrelated to auth. `cloud service list` needs no ref and proves the API key works:
```bash clickhousectl cloud auth status clickhousectl cloud service list --json | jq -r '.[].name' ```
If the list returns your services, you are authenticated; continue. The actual name-or-UUID resolution of `S
Source provenance
Decision snapshot
530 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for clickstack-otel-collector, ready for a manual X post.
clickstack-otel-collector: Use when a user wants to wire an OpenTelemetry collector into a Managed ClickStack service on... 530 stars https://www.openagentskill.com/skills/clickhouse-clickstack-otel-collector?ref=x
Listing + install path for clickstack-otel-collector: https://www.openagentskill.com/skills/clickhouse-clickstack-otel-collector?ref=x Install: npx skills add ClickHouse/agent-skills --skill clickstack-otel-collector
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Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
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[](https://www.openagentskill.com/skills/clickhouse-clickstack-otel-collector?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
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Run multimodal agents that operate desktop interfaces
37.0K Starsn8n
Connect agents to hundreds of workflow automations
194.1K StarsMoneyPrinterTurbo
利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.
88.5K StarsTasmota
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
24.7K StarsPermission surface
secrets or environment access, shell or command execution
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
secrets or environment access, shell or command execution
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
secrets or environment access, shell or command execution
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
secrets or environment access, shell or command execution
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness