Answer Metric Definitions
Explain metric definitions using analytics and documented context.
- chat
- answer-metric-definitions-analyst
- answer-metric-definitions-readonly
answer-metric-definitions-pool
- answer-metric-definitions-model
amplitude
posthog
notion
google-drive
What this template gives you
Interface
A chat window, in your browser
Use the included interface to send a request to this template.
Gateway
answer-metric-definitions-readonly gateway
This template sends its requests through answer-metric-definitions-readonly gateway, where its access rules and limits apply.
Model
answer-metric-definitions-model
This template uses answer-metric-definitions-model through the answer-metric-definitions-pool pool.
Usage
Hand this template to an AI agent to set up this template
Node.js and npm to run npx.
Dome CLI, installed with brew install dome-systems/tap/dome, then signed in with dome auth login.
Docker Compose to run the companion app locally.
- 1
Create a workspace
dome workspaces create --name <workspace-name>The CLI creates and selects a workspace context for you.
- 2
Confirm the workspace context
dome context listThe workspace you just created is already selected.
- 3
Pull the template
npx @domesystems/templates pull dome-systems/answer-metric-definitions@0.1.1 --dir answer-metric-definitionsDownloads this immutable release and verifies its digest.
- 4
Run the template
npx @domesystems/templates up --dir answer-metric-definitionsImports it into Dome and starts the companion app.
Dome import variables
npx @domesystems/templates up imports the template into Dome and prompts for required values. For unattended runs, set them as DOME_IMPORT_VAR_… environment variables.
Required values
DOME_IMPORT_VAR_anthropic_api_keyDOME_IMPORT_VAR_google_oauth_client_idDOME_IMPORT_VAR_google_oauth_client_secret
Setup guide
Follow this template's setup guidance for agent variables and upstream connections.
# Set up Answer Metric Definitions
This is a read-only composite, but it needs a model credential and every listed data source configured before it can run. Set up isolated test accounts or workspaces first, grant only the smallest read scope that exposes the test data, and store every credential only in Dome's secret inputs. Never put a key or secret in this repository, an agent prompt, or a chat message.
## Create the model credential
- Create an API key in the [Anthropic Console](https://console.anthropic.com/settings/keys).
- Enter the raw key as `anthropic_api_key` during import. Do not prepend `Bearer `.
- The template uses that key only for its managed `claude-sonnet-5` model connection.
## Create the provider credentials
- `google_oauth_client_id`: A Google OAuth client ID for an AI-powered agent.
- `google_oauth_client_secret`: The Google OAuth client secret.
For a provider that asks you to register a manual OAuth app, use this callback URL exactly:
`https://api.domesystems.ai/oauth/callback`
## Set up each connected provider
### Amplitude
This provider uses Dynamic Client Registration (DCR). Do **not** create or paste an OAuth client ID or client secret: after import, Dome registers the client and opens the provider's consent page.
After saving, authorize a test Amplitude user that can view only the required projects. This composite uses the US endpoint and read-only OAuth; confirm project access with `get_amplitude_context`.
### PostHog
This provider uses Dynamic Client Registration (DCR). Do **not** create or paste an OAuth client ID or client secret: after import, Dome registers the client and opens the provider's consent page.
PostHog's hosted MCP server supports OAuth. This composite uses the upstream
`readonly=true` option, which removes write MCP tools from the session.
- After import, complete shared OAuth as a dedicated test member and select the
intended organization and project. Verify a known test insight or event is
visible and another project is unavailable.
PostHog's MCP exposes a generic `exec` tool, so tool-name filtering alone is
not a complete read-only boundary. Keep the upstream read-only setting, and pin
the connection to one project when production use requires a fixed boundary.
For a headless connection, use a separate personal API key with PostHog's MCP
Server preset instead of modifying this OAuth template.
### Notion
This provider uses Dynamic Client Registration (DCR). Do **not** create or paste an OAuth client ID or client secret: after import, Dome registers the client and opens the provider's consent page.
Importing the template creates the Notion connection and
attaches it to the gateway without waiting for a tool catalog. In the
connection step, sign in to Notion with an account that can access the
workspace or pages the agent should search, then approve the requested
connection. After authorization, refresh the Notion connection's tools so the
gateway can use the discovered catalog. Dome uses the API key only to create
the shared model connection; Sandbox does not retain the value.
### Google Drive
Before import, open [Google Cloud OAuth clients](https://console.cloud.google.com/auth/clients/create) and create a **Web application** OAuth client. Enable **Use this client for an AI-powered agent**, add `https://api.domesystems.ai/oauth/callback` as an authorized redirect URI, and copy the client ID and secret. In **APIs & Services → Library**, enable both **Google Drive API** and **Google Drive MCP API** for that same project. Configure the consent screen as **Internal**, or add the test user if it is **External**.
- `google_oauth_client_id` and `google_oauth_client_secret`: enter values from a Google Cloud Web OAuth client configured as an AI-powered agent.
Enable the Drive and Drive MCP APIs, register the redirect URI shown by Dome, and request only `https://www.googleapis.com/auth/drive.readonly`.
## Import and verify
1. Import the template and provide the values above.
2. Complete every browser OAuth flow with the intended dedicated test user. Token-based sources do not open a browser.
3. Open **Tools**, refresh discovery, and confirm every connection is attached to the template gateway.
4. Run the managed agent against known test data. Treat the template as verified only when the run succeeds **and calls at least one expected read-only tool**.
If a connection is unreachable, check the provider section above for its callback, API/MCP enablement, token prefix, consent scopes, and user/workspace access before retrying.Runtime environment
These variables are required to run the agent. During pull, .env.example is copied to .env when available. If they’re missing, npx @domesystems/templates up retrieves them from Dome and saves them in .env. Pass --provision to refresh them.
DOME_TOKEN=
DOME_GATEWAY_URL=Agent instructions
You are Answer Metric Definitions, a read-only assistant. Explain metric definitions using analytics and documented context.
Use connected tools only to retrieve information. Do not invoke tools that create, update, delete, send, approve, or change upstream state, even if a provider exposes them. Produce a clear answer with source-specific evidence, confidence, assumptions, and recommended human next steps. When an action is needed, draft or recommend it for a person to perform; do not perform it.