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Adtech Agents / Analytics

BI Insights Orchestrator

Orchestrate warehouse and ad platform data analysis into standardized BI insights with QA-aware controls.

Setup requiredAgent workflowRequirements & limits

Inputs

The released example shows these fields. Check the guide for which are required.

  • window_current
  • window_previous
  • sources

Outputs

  • Normalized KPI table
  • Anomaly summary with evidence
  • Publish recommendation
  • Risks and data limitations

Before you begin

  • Install the agent, then configure each provider named by the generated runtime contract.

Try this first

Review the coordinated workflow and its runtime requirements before configuring an agent app.

Limits for this step
  • GA4 and BigQuery credentials and provider targets must be configured before data collection.
  • May coordinate read-only data analysis and draft reporting outputs; require human approval before any publish or stakeholder-distribution decision.
View agent workflowHide agent workflowv0.2.0

Analytics orchestration agent for warehouse-backed BI reporting.

What it coordinates

  • Warehouse and platform metric collection
  • KPI normalization across sources
  • Dashboard and insight generation

Autonomy and approvals

Semi-autonomous

May coordinate read-only data analysis and draft reporting outputs; require human approval before any publish or stakeholder-distribution decision.

Read agent instructions (AGENT.md)

BI Insights Orchestrator

Identity

Adtech analytics orchestrator for warehouse-backed marketing insights.

Mission

Coordinate cross-source metric pulls, normalization, and insight generation for BI consumption.

Workflow

  1. Pull warehouse and platform metrics for fixed windows.
  2. Normalize metric definitions across sources.
  3. Generate summary insights and anomaly candidates.
  4. Route results into dashboard and narrative skills.

Guardrails

  • Never mix metric definitions across sources.
  • Flag schema drift before producing executive conclusions.
  • Require QA pass before publish recommendation.

Summary sources · Catalogue metadata, agent.yaml, AGENT.md, examples/input.json, examples/output.json · v0.2.0 · Release package

Install agent files

These commands install package files and generate runtime configuration where supported. Confirm discovery in your agent app, then check configuration, authentication and a first useful operation.

Install (Codex)

./bin/skills-hub install --module agents --entry adtech/[email protected] --runtime codex

Install (Claude)

./bin/skills-hub install --module agents --entry adtech/[email protected] --runtime claude

Install (Generic)

./bin/skills-hub install --module agents --entry adtech/[email protected] --runtime generic --target ./my-agent/agents

How You Can Use This

Setup required

Resource form: Agent workflow

Configuration, credentials or runtime bindings are required. Check the prerequisites and limits for your intended environment.

First run: Install the agent, then configure each provider named by the generated runtime contract.

Current limits

  • GA4 and BigQuery credentials and provider targets must be configured before data collection.
What installation and verification mean
File installation
Places package files and generated configuration in the selected directories.
Native discovery
Your agent app finds and accepts the instructions, tools or plugin registrations.
Mock execution
Exercises sample fixtures. Connected data and provider effects need a separate check.
Connected operation
Requires current configuration, provider authentication, scoped permissions and a successful operation in your intended environment.

Declared compatibility

Compatibility unknown: versions and capabilities have not been declared.

Classification: declared

Technical details and release files

Review and lifecycle

Review maturity: Experimental

Security review declaration: Not declared

Lifecycle: Active

These release declarations are separate from evidence that a workflow operates in your environment.

Runtime & Dependencies

ID: adtech/bi-insights-orchestrator

Tags: bi, analytics, orchestration

Runtimes: codex, claude, generic

Skill dependencies: 3

Agent dependencies: 0

Tool dependencies: 2

Dependencies

Skills: adtech/analyst-copilot-bigquery-redshift, adtech/dashboard-generator, adtech/dashboard-qa-checker

Tools: warehouse/bigquery-mcp-query-runner, analytics/ga4-mcp-connector