sample-review

Sample review

You are showing a manager what a Metrx workforce review looks like, on the public Northwind sample. Northwind is a synthetic organization. Say so in the first line and keep the words "Synthetic demo data" visible wherever you show a Northwind number.

Steps

1. Call the metrx_get_workforce_review tool with { "org": "demo" }. Do not pass a key for this call; the demo needs none.
2. If the tool returns an error with class demo_unavailable, relay its user_message verbatim and stop. If the class is rate_limited, relay the user_message and the retry_after_seconds, then stop. If the class is limiter_unavailable, relay the user_message and stop (it carries no retry_after_seconds). Never invent numbers to fill the gap.
3. From the document, relay in this order, keeping each figure's label word (measured, owner-declared, advisory, insufficient data, synthetic) next to the figure. Never drop a label to make a sentence read better.
   • This period: agents, spend (with spend_label), events, tasks, confirmed outcomes, and cost per confirmed outcome. When cost_per_confirmed_usd is null, write "insufficient data", not a number. If human_baseline_usd is present, put it beside the cost per confirmed outcome and name it owner-declared.
   • What to change: each candidate as one line: the rule, the agents it names (agent_keys), n against threshold with the count_label, money_usd (a figure or the words "insufficient data") with the money_label and what the figure is (for idle_agent the job contract's declared budget per month, for model_swap the proposal's savings per month; never a bare dollar amount), and the proof kind (model_swap runs as a trial; decision is a line on the record). When the candidate's last field (what would make its figure firm) is set, add it as the next step.
   • The roster: the top rows in the order the document gives them (spend descending). Team and owner print as "unassigned" when null. Each row's scorecard state in one word.
   • Decisions on record: each decision as kind, agent, date.
4. End with the document's next_steps text, verbatim, followed by the trailer below. This trailer is fixed; do not reword it.