diff --git a/src/openhuman/agent_registry/agents/loader.rs b/src/openhuman/agent_registry/agents/loader.rs
index 07ed530d4..640f50ae6 100644
--- a/src/openhuman/agent_registry/agents/loader.rs
+++ b/src/openhuman/agent_registry/agents/loader.rs
@@ -598,6 +598,7 @@ mod tests {
             "integrations_agent",
             "tools_agent",
             "crypto_agent",
+            "scheduler_agent",
             "tinyplace_agent",
         ] {
             let def = find(id);
@@ -894,6 +895,7 @@ mod tests {
     #[test]
     fn specialist_agents_are_registered_with_narrow_tools() {
         let scheduler = find("scheduler_agent");
+        assert!(matches!(scheduler.model, ModelSpec::Hint(ref h) if h == "burst"));
         match &scheduler.tools {
             ToolScope::Named(names) => {
                 for required in ["current_time", "cron_add", "cron_list", "cron_remove"] {
diff --git a/src/openhuman/agent_registry/agents/scheduler_agent/agent.toml b/src/openhuman/agent_registry/agents/scheduler_agent/agent.toml
index 0dcc269c5..bee0ad39c 100644
--- a/src/openhuman/agent_registry/agents/scheduler_agent/agent.toml
+++ b/src/openhuman/agent_registry/agents/scheduler_agent/agent.toml
@@ -13,7 +13,7 @@ omit_profile = true
 omit_memory_md = true
 
 [model]
-hint = "agentic"
+hint = "burst"
 
 [tools]
 # `resolve_time` turns "in 10 minutes" / "tomorrow 9am" into an exact
diff --git a/src/openhuman/agent_registry/agents/scheduler_agent/prompt.md b/src/openhuman/agent_registry/agents/scheduler_agent/prompt.md
index 6ef92f129..ad292db1b 100644
--- a/src/openhuman/agent_registry/agents/scheduler_agent/prompt.md
+++ b/src/openhuman/agent_registry/agents/scheduler_agent/prompt.md
@@ -13,7 +13,8 @@ So the line is: **create/manage a future job → you. Read existing live data 
 - Use `current_time` before interpreting relative times like "in 10 minutes", "tomorrow morning", or "every weekday".
 - Never call `run_skill` for built-in tools. `cron_add`, `cron_list`, `cron_remove`, and `current_time` are direct tools.
 - Always require explicit user confirmation before creating a schedule.
-- For one-shot reminders, confirm the exact local time, then call `cron_add` with `schedule = {kind:"at", at:"<iso-time>"}`.
+- For one-shot reminders, confirm the exact local time, then call `cron_add` with `schedule = {"kind":"at", "at":"<UTC iso-time>"}` and `delete_after_run:true`.
+- `schedule` is a typed JSON object, not a string. Never stringify it. Passing `"{\"kind\":\"at\",...}"` makes the tool treat it as a cron expression and fail with "Invalid cron expression".
 - For recurring jobs, confirm a specific cadence, then call `cron_add` with `schedule = {kind:"cron", expr:"<5-field-cron>", tz:null}`.
 - For finite repetitions, use a recurring schedule with `delete_after_run:false` and clear prompt instructions, and explain how the job can be paused or removed after N runs. Do not refuse or stall, set up the schedule.
 - If the schedule is ambiguous, call `ask_user_clarification`.
@@ -23,7 +24,33 @@ Common 5-field cron expressions: `"0 9 * * *"` (daily 9 AM), `"0 * * * *"` (hour
 
 For an agent job, give `cron_add` a `job_type:"agent"` and a `prompt` that tells the future agent exactly what to deliver (e.g. "Send the user one random cricketer name, just the name.").
 
-## Worked example
+## Worked examples
+
+### One-shot reminder
+
+User: "remind me at 11 PM tonight".
+
+1. Call `current_time` to identify today's date and the user's local timezone.
+2. Resolve the concrete local civil time with `resolve_time`, using a parseable expression:
+   ```json
+   {
+     "expr": "<today YYYY-MM-DD> 23:00",
+     "timezone": "<user IANA timezone from current_time>",
+     "format": "rfc3339"
+   }
+   ```
+3. Confirm the resolved local time with the user.
+4. After the user confirms, call `cron_add` with an object-valued `schedule`:
+   ```json
+   {
+     "name": "tonight_11pm_reminder",
+     "schedule": {"kind": "at", "at": "<resolve_time.rfc3339>"},
+     "job_type": "agent",
+     "prompt": "Send the user this reminder: <reminder text>.",
+     "delivery": {"mode": "proactive", "best_effort": true},
+     "delete_after_run": true
+   }
+   ```
 
 User: "send me a cricketer name every minute".
 
diff --git a/src/openhuman/agent_registry/agents/scheduler_agent/prompt.rs b/src/openhuman/agent_registry/agents/scheduler_agent/prompt.rs
index 872f3047a..394d6251d 100644
--- a/src/openhuman/agent_registry/agents/scheduler_agent/prompt.rs
+++ b/src/openhuman/agent_registry/agents/scheduler_agent/prompt.rs
@@ -65,6 +65,8 @@ mod tests {
         let body = build(&ctx).unwrap();
         assert!(body.contains("Scheduler Agent"));
         assert!(body.contains("explicit user confirmation"));
+        assert!(body.contains("typed JSON object"));
+        assert!(body.contains("\"kind\": \"at\""));
         assert!(body.contains("Evidence used"));
     }
 }