metrics: share the series with members through the broker

Members asked to see how the co-op is doing, not just their own usage. The
series was admin-only; now the same query serves both surfaces.

- metrics_series(days) holds the query once; /admin/metrics/series and the new
  /broker/metrics both call it (no second copy to drift).
- /broker/metrics is broker-authenticated and returns AGGREGATE, NON-PERSONAL
  figures only: co-op size, requests served, spend. Same class as
  /broker/model-leaderboard, and the same rule — no per-member figure passes
  through the broker.

app/main.py

@@ -3054,22 +3054,14 @@ async def admin_overview(request: Request):
     }
 
 
-@app.get("/admin/metrics/series")
+def metrics_series(days: int = 90) -> list[dict]:
-@limiter.limit("30/minute")
+    """Daily metrics rows, oldest first.
-async def admin_metrics_series(request: Request, days: int = 90):
-    """Daily metrics series for charts.
 
-    Authenticated by the X-Admin-Token header. Returns oldest-first rows from
+    One query, two callers: the admin panel (via /admin/metrics/series) and the
-    `metrics_daily` for the last `days` days, for the admin panel and the member
+    member dashboard (via /broker/metrics). Columns are cumulative as of that
-    dashboard to chart from one source of truth. A NULL column means that source
+    day except spend_usd/requests, which are that day only; NULL means the
-    could not be read on that day: render a gap, not a zero.
+    source could not be read that day.
-
-    Cumulative columns (members_*, newsletter_subs, matrix_space_members) are
-    counts as of that day; spend_usd/requests are that day's traffic only.
-    Backfilled days carry a LOWER BOUND for members_total (members provisioned
-    without a welcome email are absent from the history).
     """
-    _verify_admin_token(request)
     limit = max(1, min(int(days or 90), 730))
     conn = get_db()
     try:
@@ -3092,8 +3084,27 @@ async def admin_metrics_series(request: Request, days: int = 90):
         "requests",
         "recorded_at",
     ]
-    series = [dict(zip(cols, row)) for row in reversed(rows)]
+    return [dict(zip(cols, row)) for row in reversed(rows)]
-    return {"series": series, "count": len(series), "days": limit}
+
+
+@app.get("/admin/metrics/series")
+@limiter.limit("30/minute")
+async def admin_metrics_series(request: Request, days: int = 90):
+    """Daily metrics series for charts.
+
+    Authenticated by the X-Admin-Token header. Returns oldest-first rows from
+    `metrics_daily` for the last `days` days, for the admin panel and the member
+    dashboard to chart from one source of truth. A NULL column means that source
+    could not be read on that day: render a gap, not a zero.
+
+    Cumulative columns (members_*, newsletter_subs, matrix_space_members) are
+    counts as of that day; spend_usd/requests are that day's traffic only.
+    Backfilled days carry a LOWER BOUND for members_total (members provisioned
+    without a welcome email are absent from the history).
+    """
+    _verify_admin_token(request)
+    series = metrics_series(days)
+    return {"series": series, "count": len(series), "days": max(1, min(int(days or 90), 730))}
 
 
 @app.get("/admin/model-usage")
@@ -3469,6 +3480,21 @@ async def broker_usage(request: Request, days: int = 0):
     return await broker_get_usage(email, days=days)
 
 
+@app.get("/broker/model-leaderboard")
+@limiter.limit("30/minute")
+async def broker_metrics(request: Request, days: int = 90):
+    """Co-op metrics over time, for the member dashboard.
+
+    The same series the admin panel reads. It comes through the broker because
+    it is AGGREGATE and non-personal — co-op size, requests served, spend — the
+    same class of social-proof data as /broker/model-leaderboard. No per-member
+    figure passes through here, and members asked to see how the co-op is doing.
+    """
+    _verify_broker_secret(request)
+    series = metrics_series(days)
+    return {"series": series, "count": len(series), "days": max(1, min(int(days or 90), 730))}
+
+
 @app.get("/broker/model-leaderboard")
 @limiter.limit("30/minute")
 async def broker_model_leaderboard(request: Request, days: int = 0):