Workflow preview

What the agent will follow (tools, prompts, and workflow steps).

1. Apply the following prompt: Goal:
Identify the target country for the data snapshot

Inputs:
The user's message or request

Outputs:
A single clearly identified country name to use in subsequent data queries. If the user did not specify a country, ask them which country they would like a data snapshot for before proceeding.

Constraints:
Must resolve to exactly one country. If the user mentions multiple countries, ask them to pick one or run the workflow once per country.

Success criteria:
A single country name is confirmed and ready to pass to the data query step

2. Call tool: Global Population & Demographics Data (Fetch Population Data).

Instructions:
Query population data for the country identified in the previous step. Fetch key metrics including total population, growth rate, age structure, and urban/rural split. Set country_or_region to the country name from the collect step.

Parameters:
{"action": "query_population_data", "demographic_aspect": "all", "calculate_dependency_ratios": true, "include_urban_rural": true, "time_period": "latest"}

3. Apply the following prompt: Goal:
Analyze the population data and extract key insights

Inputs:
Raw population and demographics data from the previous tool call

Outputs:
A structured analysis with: 1) Current population and growth rate, 2) Age distribution breakdown, 3) Urbanization trend, 4) Two notable observations. Also prepare a clean dataset suitable for chart generation with labels and values.

Constraints:
Keep analysis concise and factual. Format chart data as simple label-value pairs.

Success criteria:
Analysis includes at least 3 key metrics and chart-ready data is clearly structured

4. Call tool: Chart Generator (Create Demographics Chart).

Instructions:
Using the structured data from the analysis step, create a bar or pie chart that visualizes the key demographic breakdown (e.g., age distribution or urban vs rural population). Use a clean, professional style.

Parameters:
{}

5. Apply the following prompt: Goal:
Combine the analysis and chart into a final country data snapshot

Inputs:
The demographic analysis and the generated chart image/URL from previous steps

Outputs:
A complete country data snapshot report including the key findings, the chart visualization, and a brief conclusion

Constraints:
Present the information in a clear, readable format. Include the chart image in the response.

Success criteria:
The final output is a cohesive snapshot that a user can immediately understand