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Operations

Coda Ops Dashboard Refresher

Keep Coda dashboards trustworthy.

Helps operators maintain lightweight Coda systems without manually auditing every row and metric.

Best forConsultingProfessional ServicesSaaS
Agents6 required
Duration3-5 minutes

Reads Coda docs and tables, checks freshness and completeness, then prepares a dashboard health summary with suggested row updates.

How it runs

Multi-agent orchestration — here's the flow, step by step.

01

Call verslay_recall to retrieve prior dashboard refresh baselines and KPI snapshots from memory. Then query all configured Coda tables that feed the ops dashboard — pulling current row counts, aggregate metric values, last-updated timestamps, and any formula-driven summary columns. Identify tables with stale data (last updated > 24 hours ago). Store raw dashboard source data as Phase 1 output.

coda docs automation agent
02

Consume Phase 1 source data. Compute delta metrics for each KPI: current value vs. prior baseline from verslay_recall, percentage change, and trend direction (up/down/flat). Flag any KPI that has moved more than one standard deviation from its 30-day rolling average. Identify missing or null values in required dashboard cells. Produce a KPI delta table with trend signals.

data analyst
02

In parallel with data-analyst, call verslay_web_search and verslay_news_search targeting the business domain (e.g., 'SaaS ops metrics benchmarks 2025', 'operations dashboard KPI best practices'). Call verslay_rss_fetch on any configured industry news feeds to surface external context that may explain KPI movements. Pass external context notes to Phase 4.

web researcher
03

Consume Phase 2 KPI delta table. Push updated metric values into the configured Coda dashboard table rows — overwriting stale cells with current values and appending a refresh timestamp column. For any formula-driven cells, trigger a recalculation by updating a trigger-column value. Confirm all dashboard cells are updated and return a write-confirmation list.

coda docs automation agent
04

Consume Phase 3 write confirmations and Phase 2 KPI delta table. Call verslay_chart_create to generate a KPI trend sparkline set (one mini-chart per key metric) and a dashboard health status table (metric name, current value, delta, trend signal, data freshness). Format the refresh summary report with highlighted anomalies and external context from Phase 2.

report formatter
05

Consume Phase 4 refresh summary and charts. Write a concise dashboard refresh confirmation: metrics updated, key movements to note, anomaly flags with possible explanations, and any cells that remain stale with recommended follow-up. Call verslay_memorize to store updated KPI baselines and refresh timestamp in memory.

executive briefing writer
05

Receive the refresh confirmation brief from executive-briefing-writer. Post to the configured Slack channel or email the ops team. Confirm delivery and log send timestamp.

distributor

Required Agents

6
  • coda-docs-automation-agent
  • data-analyst
  • web-researcher
  • report-formatter
  • executive-briefing-writer
  • distributor

Connections

Required

coda

What it does

  • Coda table scan
  • Freshness checks
  • Missing field detection
  • Metric change summary
  • Suggested updates

Example prompt

Review our Coda ops dashboard. Flag stale rows, missing fields, metric changes, and suggested updates.

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