Operations
Kpi Reporter
Friday afternoon: what happened to your numbers, why, and what to do — anomalies flagged mid-week
Qoren environment
kpi-reporter-agent
deploy kpi-reporter --runtime managed
schedule tasks --timezone workspace
✓ agent online · monitoring
What it does
The Kpi Reporter agent, on autopilot.
Each task runs on its own schedule in a managed environment. Adjust any of them, or add your own.
Weekdays at 07:00
Daily Anomaly Check
Pull yesterday's numbers for every metric in ~/workspace/METRICS.md from the configured sources and append them to the history in ~/state/metrics/. Compare each against its trailing 28-day pattern (respecting day-of-wee…
Daily Anomaly Check
Pull yesterday's numbers for every metric in ~/workspace/METRICS.md from the configured sources and append them to the history in ~/state/metrics/. Compare each against its trailing 28-day pattern (respecting day-of-wee…
last run · completed
Weekly on Friday at 15:00
Weekly Kpi Report
Send the Friday KPI report covering the week for every metric in ~/workspace/METRICS.md: current value, trend vs. last week and the 4-week average, and for each metric that moved materially — why (drill into segments un…
Weekly Kpi Report
Send the Friday KPI report covering the week for every metric in ~/workspace/METRICS.md: current value, trend vs. last week and the 4-week average, and for each metric that moved materially — why (drill into segments un…
last run · completed
Monthly on day 1 at 08:00
Monthly Snapshot
Compile the monthly snapshot for last month: each core metric with month-over-month and 3-month trend, the month's narrative in 5 bullets (what actually happened, no spin), notable segment shifts, and an honest list of…
Monthly Snapshot
Compile the monthly snapshot for last month: each core metric with month-over-month and 3-month trend, the month's narrative in 5 bullets (what actually happened, no spin), notable segment shifts, and an honest list of…
last run · completed
Example output
What it delivers.
A sample of what the Kpi Reporter agent produces. Illustrative, with fictional data.
Weekly KPI report for Fri, Jul 10
MRR: $12,480, up 4.1% week over week, above the 4-week average.
Signups: 38 this week vs 31 last week, up 23%.
Churn: 1.9%, up from 1.4%, driven by two annual plans not renewing.
Activation: 61% of new signups reached first deploy.
Do next: check the two churned annual accounts; activation dipped on mobile.
Memory
Keeps its own workspace.
The agent maintains a persistent workspace between runs, so context carries forward instead of starting from scratch every time.
- 01Who the owner is — business, timezone, quiet hours, delivery channel
- 02Definitions of the metrics every report covers
Deploy this template and Qoren provisions a dedicated, managed cloud environment: no Docker, VPS, or server upkeep. Tailor the persona, schedules, and tools, use the managed model key or bring your own, and the agent stays online with activity, usage, and spend in one dashboard.
Category
Operations
Runtime
hermes
Scheduled tasks
3
Hosting
Fully managed
FAQ
Kpi Reporter template questions
Friday afternoon: what happened to your numbers, why, and what to do — anomalies flagged mid-week It runs 3 scheduled tasks on a managed cloud environment.
Works well with
Part of the Back-Office.
Deploy it alongside these to cover the whole workflow.
Deploy the Kpi Reporter agent today.
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