Dashboard

The Dashboard is the admin analytics hub for TA training programs. It returns a single bundled response — header summaries, primary and secondary metric panels, rubric breakdowns, simulation overviews, and inline attempt history — so program coordinators can evaluate how TAs are performing in office-hours simulations.

Dashboard is a view on the attempt artifact — one endpoint (POST /attempt/dashboard) that takes a filter body and returns a DashboardBundleResponse. It is not its own artifact, so there is no /dashboard/... URL space; sibling operations (attempt search, export, refresh) live at the attempt root.

What is Dashboard?

Dashboard aggregates training data across all TAs, cohorts, and simulations into a single analytics surface. It answers questions like:

• How are TAs scoring on Communication Skills and De-escalation rubrics this semester?
• Which simulations (e.g., Confused Student, Aggressive Student) have the lowest pass rates?
• What is the overall completion percentage across departments?
• How has average score trended over the past 30 days?

Dashboard returns header_metrics (total attempts, average score, completion percentage, first-attempt pass rate), primary_metrics and secondary_metrics panels, rubric/parameter/scenario breakdowns, score thresholds, AI-generated insights, and inline history with pagination.

Header metrics at a glance

Quick Start

CLI

Calls below use $GLOW_INSTANCE_URL + $GLOW_TOKEN — see Authentication to export them once.

# Fetch the full dashboard bundle (all metrics, rubrics, simulations)
glow attempts dashboard
 
# Scope to a specific cohort and date range (body merges into the request)
glow attempts dashboard --body '{"cohort_ids": ["cohort-abc"], "start_date": "2025-01-01", "end_date": "2025-06-30"}'
 
# Sibling operations on the attempt artifact (NOT under /dashboard)
glow attempts search --body '{"page_size": 25, "sort_by": "score", "sort_order": "desc"}'
glow attempts export
glow attempts refresh

API

# Get dashboard bundle — single endpoint, filters in the body
curl -X POST $GLOW_INSTANCE_URL/attempt/dashboard \
  -H "Authorization: Bearer $GLOW_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "department_ids": ["dept-cs"],
    "start_date": "2025-01-01",
    "end_date": "2025-06-30"
  }'
 
# Search attempt history (separate endpoint on the attempt artifact)
curl -X POST $GLOW_INSTANCE_URL/attempt/search \
  -H "Authorization: Bearer $GLOW_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "page_size": 20,
    "sort_order": "desc"
  }'

Filtering and Scoping

Dashboard supports composable filters in the body so you can drill down to exactly the data you need:

When target_profile_id is provided, the response includes profile_name, profile_emails, profile_primary_email, and profile_role for the scoped TA.

Rubric breakdown

Understanding the Response

The DashboardBundleResponse is organized into sections:

• header_metrics — Top-line summary cards: total attempts, average score, completion percentage, first-attempt pass rate.
• primary_metrics / secondary_metrics / footer_metrics — Detailed metric panels with trend data, hover tooltips, and breakdowns.
• simulations — Metadata for each simulation (name, scenario count, rubric mappings).
• scenarios — Per-scenario metadata for drill-down.
• rubrics / parameters / fields — Rubric and parameter breakdowns (e.g., Communication Skills, Policy Knowledge, De-escalation).
• thresholds — Score threshold configuration for pass/fail determination.
• insights — AI-generated insights per section, highlighting patterns and anomalies.
• history — Inline paginated attempt history with HistoryItem rows.
• analytics — Filter facets (department options, cohort options, role options, date range boundaries) for rendering dropdowns.

Sibling: Attempt History Search

For larger paginated history tables, use the attempt search endpoint directly — it returns the same HistoryItem shape with full pagination:

curl -X POST $GLOW_INSTANCE_URL/attempt/search \
  -H "Authorization: Bearer $GLOW_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "target_profile_id": "ta-profile-uuid",
    "scenario_ids": ["scenario-confused-student"],
    "sort_by": "date",
    "sort_order": "desc",
    "page_size": 10
  }'

Each HistoryItem includes attempt_id, simulation_name, score, score_status (pass/fail), persona_names_junction, num_scenarios_completed, and action flags like show_view and show_continue.

Exporting

# Export attempts as a denormalized ZIP (sibling endpoint, not under dashboard)
glow attempts export

The export endpoint returns a base64-encoded ZIP with content, file_name, mime_type, and row_count.

Common Operations

Related

• Attempt API Reference — every endpoint on the attempt artifact
• Attempts CLI Reference — every glow attempts ... command
• Reports — aggregate training reports (sibling view, POST /attempt/report)
• Leaderboard — score rankings (sibling view, POST /attempt/leaderboard)
• Practice — practice-mode view (sibling view, POST /attempt/practice)