ConStrain AI Workflow Composer

Describe your verification workflow

Goal

Data source annotation (JSON, optional)

Optional JSON describing your data files, paths, formats, and how columns or signals map to datapoints. The same object is passed to both workflow and verification-case generation.

Existing workflow JSON (optional)

Existing cases JSON (optional)

GenAI provider settings (optional)

These values are used for this compose request, so you do not need to export CONSTRAIN_LLM_* variables in the Docker terminal.

LLM API base URL

LLM model

Timeout seconds (optional)

LLM API key (optional)

{% if compose_error %}

{% endif %} {% if compose_debug_download_path %}

Download full LLM prompts and responses (.md)

{% endif %}

AI proposals

Workflow JSON

                  1
                  {{ workflow_json }}
                

Validation {% if workflow_issues and workflow_issues|length > 0 %} {{ workflow_issues|length }} issue(s) {% else %} No issues detected {% endif %}

{% for issue in workflow_issues %}

{{ issue.loc }} {% if issue.line %} (line {{ issue.line }}) {% endif %} – {{ issue.message }}

{% endfor %}

Execution

{% if execution_summary %}

Workflow executed successfully. {% if execution_summary.total_states_executed is defined %} States executed: {{ execution_summary.total_states_executed }} {% endif %}

{% elif execution_error %}

{{ execution_error }} {% if execution_error_details and execution_error_details.failing_state %}

State: {{ execution_error_details.failing_state }} {% if execution_error_details.state_line %} (line {{ execution_error_details.state_line }}) {% endif %}

{% endif %} {% if execution_error_details and execution_error_details.traceback %}

{{ execution_error_details.traceback }}

{% endif %}

{% else %}

No execution requested yet.

{% endif %}

Verification cases JSON

                1
                {{ cases_json }}
              

Validation {% if cases_issues and cases_issues|length > 0 %} {{ cases_issues|length }} issue(s) {% else %} No issues detected {% endif %}

{% for issue in cases_issues %}

{{ issue.loc }} {% if issue.line %} (line {{ issue.line }}) {% endif %} – {{ issue.message }}

{% endfor %}

ConStrain AI Workflow Composer Experimental

Important Usage Notes

Describe your verification workflow

GenAI provider settings (optional)

AI proposals

Workflow JSON

Validation {% if workflow_issues and workflow_issues|length > 0 %} {{ workflow_issues|length }} issue(s) {% else %} No issues detected {% endif %}

Execution

Verification cases JSON

Validation {% if cases_issues and cases_issues|length > 0 %} {{ cases_issues|length }} issue(s) {% else %} No issues detected {% endif %}