diff --git a/docs/2-handbook/agents/persistence.md b/docs/2-handbook/agents/persistence.md
index 6c0985214..46a9c9dbc 100644
--- a/docs/2-handbook/agents/persistence.md
+++ b/docs/2-handbook/agents/persistence.md
@@ -225,7 +225,7 @@ destroy/recreate, gone on `--purge`.
 
 ### `/harness/paused` (per agent)
 
-Empty marker file. Its presence parks the agent's turn loop: the
+Marker file, empty when an operator paused the agent. Its presence parks the agent's turn loop: the
 harness keeps serving its web UI and MCP daemons but drives no turns,
 and inbox messages queue unacked until it's removed (see
 [turn loop](../../4-implementation/turn-loop/README.md#the-loop)).
@@ -243,6 +243,12 @@ pause keeps working when the harness is wedged or the container is
 stopped.
 <!-- vale write-good.Passive = YES -->
 
+When the harness pauses itself, after three todo wakes in a row that skipped
+`get_loose_ends`, it writes the reason into the marker. The agent's turn-state
+header reports a non-empty marker as `paused_by_hive`
+([swarm](../swarm/README.md)), and the swarm then declares the
+agent `paused` so the hive's wanted-state convergence doesn't resume it.
+
 It lives in `/harness/` rather than `/state/` deliberately: `/state/`
 is the agent's own space to fill, and this is harness control state.
 Survives destroy/recreate, gone on `--purge` — so a paused agent comes
diff --git a/docs/2-handbook/swarm/README.md b/docs/2-handbook/swarm/README.md
index 674bda720..195514f96 100644
--- a/docs/2-handbook/swarm/README.md
+++ b/docs/2-handbook/swarm/README.md
@@ -273,6 +273,17 @@ context budget and the last turn's context and cost token blocks,
 session and its turns wait for a login. The harness sets it from its own login
 state, so it reaches the swarm without going through the hive.
 
+A header also carries `paused_by_hive` while the harness's own pause is in force:
+the reason it wrote into the pause marker when it paused its turn loop. A pause
+by an operator (`hivectl agent <name> pause`, the dashboard) leaves the marker
+empty and reports nothing here, and so does a harness that predates the field.
+The controller reacts by declaring the agent `paused`, but only when the swarm
+declares it `up` at that moment. Without that, the hive resumes any paused agent the
+swarm declares `up` on its next convergence. It acts once per pause: the entry
+stays until a header without the field arrives. Setting the agent `up` again
+resumes it, and the hive clears the marker. If the swarm is on a controller that
+predates the field, the hive's pause lasts until its next convergence, as before.
+
 `agent_state` reuses the swarm's own wanted-state vocabulary
 (`up`/`offline`/`paused`/`destroyed`) so a reader can compare what an agent _is_
 against what the swarm declared it should be without translating between two
@@ -301,7 +312,8 @@ agent's latest `model`, `effort` and their sources for
 agent's latest `needs_login` for the `needs_login` field of
 `GET /api/agents/status`. That field is `null` until a header carrying the flag
 arrives, so for up to a minute after the controller starts, and for an agent
-whose harness doesn't send it.
+whose harness doesn't send it. The row's `paused_by_hive` comes from the same
+headers and is `null` in the same cases.
 
 The third thing an agent publishes is its **icon**, the same SVG its own
 `GET /icon` serves. It goes into the `agent-icons` KV bucket under the key
diff --git a/docs/2-handbook/swarm/ui.md b/docs/2-handbook/swarm/ui.md
index a6c744c21..9456d2f85 100644
--- a/docs/2-handbook/swarm/ui.md
+++ b/docs/2-handbook/swarm/ui.md
@@ -80,8 +80,9 @@ action that asks first.
 card per agent, none of them inside a bigger card. A card's
 header shows its icon, name, freshness, the status message, a **terminal**
 button that opens the agent's terminal tab, the **wanted** menu (up, offline,
-paused, destroy), and a **login needed** badge with a
-**log in** button when its claude has no session. Select the header to open the
+paused, destroy), a **paused by hive** badge when the agent's own harness paused
+its turn loop (hover for the reason; set the agent **up** to resume it), and a
+**login needed** badge with a **log in** button when its claude has no session. Select the header to open the
 card in place; select it again to close it. Several cards can be open at once,
 and a card stays open across the page's refresh, but not across a reload. The
 filter card, which also holds the **+ agent** button and the refresh picker,
diff --git a/frontend/packages/swarm-ui/src/agent/AgentTypes.ts b/frontend/packages/swarm-ui/src/agent/AgentTypes.ts
index 1969c63b8..fbc093711 100644
--- a/frontend/packages/swarm-ui/src/agent/AgentTypes.ts
+++ b/frontend/packages/swarm-ui/src/agent/AgentTypes.ts
@@ -43,6 +43,10 @@ export interface AgentRow {
   // no header since swarm-controller started, or an agent that does not
   // send the flag — not known, so not "needs login".
   needs_login: boolean | null;
+  // Why the agent's own harness paused its turn loop. `null`: it did not, or
+  // the harness does not send the field. The controller declares such an agent
+  // paused, and only setting it up again resumes it.
+  paused_by_hive: string | null;
   // The archetype the agent is built from; `null` for a custom agent.
   archetype: { source: string; name: string } | null;
 }
@@ -61,6 +65,13 @@ export function showsLoginNeeded(row: Pick<AgentRow, "needs_login">): boolean {
   return row.needs_login === true;
 }
 
+// The reason to show on the "paused by hive" badge; `null` shows no badge.
+export function hivePauseReason(
+  row: Pick<AgentRow, "paused_by_hive">,
+): string | null {
+  return row.paused_by_hive ? row.paused_by_hive : null;
+}
+
 // Same tone pairing as HivesCard — one freshness enum shared by both
 // endpoints, so the same tone rule applies to both pages — but
 // `unknown`'s label diverges deliberately: an agent outside the
diff --git a/frontend/packages/swarm-ui/src/agent/roster/AgentCard.tsx b/frontend/packages/swarm-ui/src/agent/roster/AgentCard.tsx
index efa1e4a22..d14411e09 100644
--- a/frontend/packages/swarm-ui/src/agent/roster/AgentCard.tsx
+++ b/frontend/packages/swarm-ui/src/agent/roster/AgentCard.tsx
@@ -23,7 +23,12 @@ import { AgentIcon } from "../AgentIcon.js";
 import { ClaudeLoginDialog } from "../claude-login/ClaudeLoginDialog.js";
 import { AgentDetail } from "../detail/AgentDetail.js";
 import { termPaths } from "../terminal/term-paths.js";
-import { FRESHNESS, showsLoginNeeded, type AgentRow } from "../AgentTypes.js";
+import {
+  FRESHNESS,
+  hivePauseReason,
+  showsLoginNeeded,
+  type AgentRow,
+} from "../AgentTypes.js";
 import type { AgentActions } from "./AgentActions.js";
 import { WantedMenu } from "./WantedMenu.js";
 import { AgentCardLayout } from "./AgentCardLayout.js";
@@ -82,6 +87,13 @@ export function AgentCard({
                 </>
               }
             />
+            {hivePauseReason(row) !== null ? (
+              <Badge
+                tone="warning"
+                value="paused by hive"
+                title={`the hive paused this agent: ${hivePauseReason(row)}. Set it up again to resume it.`}
+              />
+            ) : null}
             {showsLoginNeeded(row) ? (
               <span
                 class="ui-agent-card-login"
diff --git a/frontend/packages/swarm-ui/test/agent-types.test.mjs b/frontend/packages/swarm-ui/test/agent-types.test.mjs
index ea059531e..0a2450b65 100644
--- a/frontend/packages/swarm-ui/test/agent-types.test.mjs
+++ b/frontend/packages/swarm-ui/test/agent-types.test.mjs
@@ -5,6 +5,7 @@ import assert from "node:assert/strict";
 import { test } from "node:test";
 import {
   canTurnIntoCustom,
+  hivePauseReason,
   showsLoginNeeded,
 } from "../src/agent/AgentTypes.ts";
 
@@ -42,3 +43,13 @@ test("turn into custom is offered to a placed archetype agent only", () => {
     false,
   );
 });
+
+test("an agent its hive paused shows the reason, any other shows none", () => {
+  assert.equal(
+    hivePauseReason({ paused_by_hive: "skipped get_loose_ends" }),
+    "skipped get_loose_ends",
+  );
+  assert.equal(hivePauseReason({ paused_by_hive: null }), null);
+  assert.equal(hivePauseReason({ paused_by_hive: "" }), null);
+  assert.equal(hivePauseReason({}), null);
+});
diff --git a/hive-agent/src/main.rs b/hive-agent/src/main.rs
index 016c66d21..91ef70315 100644
--- a/hive-agent/src/main.rs
+++ b/hive-agent/src/main.rs
@@ -945,6 +945,14 @@ async fn drive_turn_and_wake_chain<S: Surface>(
     }
 }
 
+/// The pause marker's content for an auto-pause after `streak` missed todo
+/// wakes. A non-empty marker is a pause by the harness itself, which the
+/// turn-state header reports as `paused_by_hive`; the operator's pause writes
+/// an empty one.
+fn todo_miss_pause_reason(streak: u32) -> String {
+    format!("skipped get_loose_ends on {streak} consecutive todo wakes")
+}
+
 /// Apply a finished turn's `todo_wake_checked` signal to the miss-streak:
 /// resets on a checked wake, increments (and auto-pauses at the threshold)
 /// on a missed one, no-ops for a non-todo-wake turn. Split out of
@@ -963,15 +971,19 @@ fn apply_todo_wake_checked(checked: Option<bool>, todo_miss_streak: &mut u32, bu
             );
             if streak >= TODO_MISS_PAUSE_THRESHOLD {
                 tracing::warn!("todo-miss streak hit the threshold — pausing the turn loop");
+                // Marker first: the Note triggers a turn-state header rebuild,
+                // which reads the reason back out of this file.
+                if let Err(e) =
+                    std::fs::write(paths::paused_marker(), todo_miss_pause_reason(streak))
+                {
+                    tracing::warn!(error = ?e, "failed to write pause marker");
+                }
                 bus.emit(LiveEvent::Note {
                     text: format!(
                         "auto-paused: skipped get_loose_ends on {streak} \
                          consecutive todo wakes — an operator needs to resume this agent"
                     ),
                 });
-                if let Err(e) = std::fs::write(paths::paused_marker(), "") {
-                    tracing::warn!(error = ?e, "failed to write pause marker");
-                }
                 // Fresh slate for whenever this agent gets resumed — see
                 // `serve_loop`'s `was_paused` reset for the mirror side.
                 *todo_miss_streak = 0;
@@ -1254,4 +1266,31 @@ mod tests {
         .await;
         assert!(matches!(woke, RecvOutcome::Empty));
     }
+
+    /// The third consecutive miss parks the agent with its reason in the
+    /// marker; an earlier miss, or a wake that did call `get_loose_ends`,
+    /// writes nothing.
+    #[test]
+    fn the_threshold_miss_writes_the_reason_into_the_pause_marker() {
+        crate::paths::with_harness_dir(|| {
+            let bus = crate::events::Bus::new();
+            let mut streak = 0;
+            for _ in 1..super::TODO_MISS_PAUSE_THRESHOLD {
+                super::apply_todo_wake_checked(Some(false), &mut streak, &bus);
+                assert!(
+                    !crate::paths::paused_marker().exists(),
+                    "below the threshold"
+                );
+            }
+            super::apply_todo_wake_checked(Some(true), &mut streak, &bus);
+            assert_eq!(streak, 0);
+            for _ in 0..super::TODO_MISS_PAUSE_THRESHOLD {
+                super::apply_todo_wake_checked(Some(false), &mut streak, &bus);
+            }
+            assert_eq!(
+                std::fs::read_to_string(crate::paths::paused_marker()).unwrap(),
+                super::todo_miss_pause_reason(super::TODO_MISS_PAUSE_THRESHOLD)
+            );
+        });
+    }
 }
diff --git a/hive-agent/src/swarm_agent_state.rs b/hive-agent/src/swarm_agent_state.rs
index 6b9714804..a51d829a0 100644
--- a/hive-agent/src/swarm_agent_state.rs
+++ b/hive-agent/src/swarm_agent_state.rs
@@ -35,6 +35,7 @@ use tokio::time::{Interval, MissedTickBehavior};
 
 use swarm_wire::agent_inference::Effective;
 use swarm_wire::agent_login::Login;
+use swarm_wire::agent_pause::HivePause;
 use swarm_wire::hive_status::{Capabilities, TOLERANT_PERMISSIONS};
 use swarm_wire::wanted::AgentState;
 
@@ -101,6 +102,10 @@ struct AgentStateMsg {
     /// `needs_login`, from this process's own [`LoginState`], so always set.
     #[serde(flatten)]
     login: Login,
+    /// `paused_by_hive`, the reason in the pause marker when this harness wrote
+    /// it itself; absent otherwise.
+    #[serde(flatten)]
+    hive_pause: HivePause,
     /// What this harness can do, so swarm-controller grants an agent a
     /// permission only when the harness running it can decode it.
     #[serde(flatten)]
@@ -136,6 +141,20 @@ fn observed_state() -> AgentState {
     }
 }
 
+/// Longest reason reported; the marker is a file the agent can write to.
+const PAUSE_REASON_MAX_CHARS: usize = 200;
+
+/// The header's pause-by-harness field: the pause marker's content, when it has
+/// any. The operator's pause writes an empty marker, so it reports nothing.
+fn hive_pause() -> HivePause {
+    let reason = std::fs::read_to_string(crate::paths::paused_marker()).unwrap_or_default();
+    let reason = reason.trim();
+    HivePause {
+        paused_by_hive: (!reason.is_empty())
+            .then(|| reason.chars().take(PAUSE_REASON_MAX_CHARS).collect()),
+    }
+}
+
 /// The header's login fields for `state`.
 fn login(state: LoginState) -> Login {
     Login {
@@ -170,6 +189,7 @@ fn snapshot(bus: &Bus, login_state: &Mutex<LoginState>) -> AgentStateMsg {
         ctx_usage: bus.last_ctx_usage(),
         cost_usage: bus.last_cost_usage(),
         login: login(*login_state.lock().unwrap_or_else(PoisonError::into_inner)),
+        hive_pause: hive_pause(),
         capabilities: capabilities(),
     }
 }
@@ -346,13 +366,14 @@ async fn publish(
 #[cfg(test)]
 mod tests {
     use super::{
-        AgentStateMsg, REFRESH_INTERVAL, Trigger, capabilities, due, login, next_trigger,
-        refresh_timer, snapshot,
+        AgentStateMsg, PAUSE_REASON_MAX_CHARS, REFRESH_INTERVAL, Trigger, capabilities, due,
+        hive_pause, login, next_trigger, refresh_timer, snapshot,
     };
     use crate::events::{BusEvent, LiveEvent, TurnState};
     use crate::login::LoginState;
     use std::sync::Mutex;
     use swarm_wire::agent_inference::{Effective, Source};
+    use swarm_wire::agent_pause::HivePause;
     use swarm_wire::hive_status::{Capabilities, TOLERANT_PERMISSIONS};
     use swarm_wire::wanted::AgentState;
     use tokio::sync::broadcast;
@@ -403,6 +424,9 @@ mod tests {
                 "cache_creation_input_tokens": 88,
             }))),
             login: login(LoginState::NeedsLogin),
+            hive_pause: HivePause {
+                paused_by_hive: Some("skipped get_loose_ends".to_owned()),
+            },
             capabilities: capabilities(),
         }
     }
@@ -432,6 +456,7 @@ mod tests {
                 "model",
                 "model_source",
                 "needs_login",
+                "paused_by_hive",
                 "resolved_model",
                 "turn_state",
                 "turn_state_since",
@@ -523,6 +548,33 @@ mod tests {
         }
     }
 
+    /// The marker's content is the reason; an empty marker (an operator's pause) and
+    /// no marker report nothing, and swarm-controller reads it back with the wire type.
+    #[test]
+    fn the_pause_marker_content_is_the_reported_reason() {
+        crate::paths::with_harness_dir(|| {
+            assert_eq!(hive_pause().paused_by_hive, None, "no marker");
+            std::fs::write(crate::paths::paused_marker(), "").unwrap();
+            assert_eq!(hive_pause().paused_by_hive, None, "operator pause");
+            std::fs::write(crate::paths::paused_marker(), "x".repeat(500)).unwrap();
+            assert_eq!(
+                hive_pause().paused_by_hive.unwrap().len(),
+                PAUSE_REASON_MAX_CHARS
+            );
+            std::fs::write(crate::paths::paused_marker(), "skipped get_loose_ends\n").unwrap();
+            let bytes = serde_json::to_vec(&AgentStateMsg {
+                hive_pause: hive_pause(),
+                ..msg()
+            })
+            .expect("serialises");
+            let decoded: HivePause = serde_json::from_slice(&bytes).expect("decodes");
+            assert_eq!(
+                decoded.paused_by_hive.as_deref(),
+                Some("skipped get_loose_ends")
+            );
+        });
+    }
+
     /// swarm-controller reads the harness's capabilities back out of a header.
     #[test]
     fn the_header_advertises_tolerant_permissions() {
diff --git a/swarm-controller/src/agent_login.rs b/swarm-controller/src/agent_login.rs
index 103bdb850..1ad29ebf5 100644
--- a/swarm-controller/src/agent_login.rs
+++ b/swarm-controller/src/agent_login.rs
@@ -7,6 +7,10 @@
 //! an agent has no entry for up to a minute after this daemon starts — the
 //! same gap [`crate::inference::Reported`] has on the same subject.
 //!
+//! A header may also carry `paused_by_hive`, the reason the agent's own harness
+//! paused its turn loop (`swarm_wire::agent_pause`); [`crate::pause_hold`]
+//! acts on it, and `GET /api/agents/status` shows it.
+//!
 //! The same header carries the harness's `capabilities`
 //! (`swarm_wire::hive_status`), which [`Reported::advertises`] answers from:
 //! the controller grants `logs` or `metrics` only to an agent whose running
@@ -18,14 +22,27 @@ use std::time::Duration;
 
 use futures_util::StreamExt as _;
 use swarm_wire::agent_login::Login;
+use swarm_wire::agent_pause::HivePause;
 use swarm_wire::hive_status::Capabilities;
 
+/// One agent's reported hive pause.
+#[derive(Debug)]
+struct Pause {
+    reason: String,
+    /// Whether [`crate::pause_hold`] has already dealt with this pause, so a
+    /// header re-sent after an operator resumed the agent does not pause it
+    /// again.
+    held: bool,
+}
+
 /// The latest login flag each agent reported, by agent.
 #[derive(Debug, Default)]
 pub(crate) struct Reported {
     latest: Mutex<HashMap<String, bool>>,
     /// The capabilities each agent's latest header listed.
     capabilities: Mutex<HashMap<String, Capabilities>>,
+    /// Each agent whose latest header carries a hive-pause reason.
+    pauses: Mutex<HashMap<String, Pause>>,
 }
 
 impl Reported {
@@ -75,6 +92,7 @@ impl Reported {
                 capabilities.remove(agent);
             }
         }
+        self.record_pause(agent, payload);
         let mut latest = self.latest.lock().unwrap_or_else(PoisonError::into_inner);
         match serde_json::from_slice::<Login>(payload) {
             Ok(Login {
@@ -92,6 +110,66 @@ impl Reported {
         }
     }
 
+    /// Keep one header's hive-pause reason. A header without one, or one that
+    /// does not decode, removes what was kept, which is how a resumed agent
+    /// is told from one that is still paused.
+    fn record_pause(&self, agent: &str, payload: &[u8]) {
+        let mut pauses = self.pauses.lock().unwrap_or_else(PoisonError::into_inner);
+        match serde_json::from_slice::<HivePause>(payload) {
+            Ok(HivePause {
+                paused_by_hive: Some(reason),
+            }) => {
+                pauses
+                    .entry(agent.to_owned())
+                    .and_modify(|p| p.reason.clone_from(&reason))
+                    .or_insert(Pause {
+                        reason,
+                        held: false,
+                    });
+            }
+            Ok(HivePause {
+                paused_by_hive: None,
+            })
+            | Err(_) => {
+                pauses.remove(agent);
+            }
+        }
+    }
+
+    /// `agent`'s hive-pause reason from its latest header; `None` when that
+    /// header carried none, or none arrived since this daemon started.
+    pub(crate) fn paused_by_hive(&self, agent: &str) -> Option<String> {
+        self.pauses
+            .lock()
+            .unwrap_or_else(PoisonError::into_inner)
+            .get(agent)
+            .map(|p| p.reason.clone())
+    }
+
+    /// The agents whose reported hive pause has not been held yet.
+    pub(crate) fn unheld_pauses(&self) -> Vec<String> {
+        self.pauses
+            .lock()
+            .unwrap_or_else(PoisonError::into_inner)
+            .iter()
+            .filter(|(_, p)| !p.held)
+            .map(|(agent, _)| agent.clone())
+            .collect()
+    }
+
+    /// Note that `agent`'s current hive pause has been dealt with. A no-op
+    /// once its header has stopped reporting one.
+    pub(crate) fn mark_pause_held(&self, agent: &str) {
+        if let Some(p) = self
+            .pauses
+            .lock()
+            .unwrap_or_else(PoisonError::into_inner)
+            .get_mut(agent)
+        {
+            p.held = true;
+        }
+    }
+
     /// Whether `agent`'s latest header lists `capability`. `false` for an
     /// agent that has sent none since this daemon started, or whose harness
     /// predates the field.
@@ -162,6 +240,44 @@ mod tests {
         assert_eq!(reported.get("iris"), None);
     }
 
+    fn pause_header(reason: Option<&str>) -> Vec<u8> {
+        let mut value: serde_json::Value = serde_json::from_slice(&header(None)).unwrap();
+        if let Some(reason) = reason {
+            value["paused_by_hive"] = reason.into();
+        }
+        serde_json::to_vec(&value).unwrap()
+    }
+
+    /// A header with the reason reports it, one without clears it, and a pause
+    /// held once stays held until a header without the reason has been seen.
+    #[test]
+    fn a_hive_pause_is_reported_until_a_header_clears_it() {
+        let reported = Reported::default();
+        let subject = swarm_queue_client::agent_state_subject("iris");
+        reported.record(&subject, &header(None));
+        assert_eq!(reported.paused_by_hive("iris"), None, "an old harness");
+        assert!(reported.unheld_pauses().is_empty());
+
+        reported.record(&subject, &pause_header(Some("skipped")));
+        assert_eq!(reported.paused_by_hive("iris").as_deref(), Some("skipped"));
+        assert_eq!(reported.unheld_pauses(), ["iris"]);
+        reported.mark_pause_held("iris");
+        reported.record(&subject, &pause_header(Some("skipped")));
+        assert!(reported.unheld_pauses().is_empty(), "held stays held");
+        assert_eq!(reported.paused_by_hive("iris").as_deref(), Some("skipped"));
+
+        reported.record(&subject, &pause_header(None));
+        assert_eq!(reported.paused_by_hive("iris"), None);
+        reported.record(&subject, &pause_header(Some("skipped")));
+        assert_eq!(
+            reported.unheld_pauses(),
+            ["iris"],
+            "a new pause is held anew"
+        );
+        reported.record(&subject, b"not json");
+        assert_eq!(reported.paused_by_hive("iris"), None);
+    }
+
     #[test]
     fn a_header_is_kept_under_the_agent_its_subject_names() {
         let reported = Reported::default();
diff --git a/swarm-controller/src/agent_status.rs b/swarm-controller/src/agent_status.rs
index 705f36efd..75dfa8d2f 100644
--- a/swarm-controller/src/agent_status.rs
+++ b/swarm-controller/src/agent_status.rs
@@ -73,6 +73,11 @@ pub struct AgentStatusRow {
     /// `AppState::agent_login` — this reader sees the hive's bucket, and the
     /// flag comes from the agent itself.
     pub needs_login: Option<bool>,
+    /// Why the agent's own harness paused its turn loop, from its latest
+    /// turn-state header; `None` when that header named none, none arrived
+    /// since swarm-controller started, or the harness predates the field.
+    /// Filled in by the `GET /api/agents/status` handler like `needs_login`.
+    pub paused_by_hive: Option<String>,
     /// The archetype the agent is built from; `None` for a custom agent. Always
     /// `None` out of this reader, filled in by the `GET /api/agents/status`
     /// handler from the `agent-archetype` bucket.
@@ -202,6 +207,7 @@ fn render(
                 config_pr: None,
                 wanted: None,
                 needs_login: None,
+                paused_by_hive: None,
                 archetype: None,
             },
         })
@@ -248,6 +254,7 @@ fn row(
         config_pr: None,
         wanted: None,
         needs_login: None,
+        paused_by_hive: None,
         archetype: None,
     }
 }
diff --git a/swarm-controller/src/main.rs b/swarm-controller/src/main.rs
index 6736a37a0..3a7388b73 100644
--- a/swarm-controller/src/main.rs
+++ b/swarm-controller/src/main.rs
@@ -70,6 +70,7 @@ mod notify_flows;
 mod notify_router_api;
 mod observability_grant;
 mod otel_http_client;
+mod pause_hold;
 mod pr_report;
 mod proxy_credential;
 mod pulls;
@@ -237,6 +238,7 @@ async fn main() -> Result<()> {
     read_policy::ensure_agent_policies().await;
 
     let state = AppState {
+        agent_login: startup::agent_login(status.as_ref(), &hives),
         hives: Arc::new(hives),
         links: Arc::new(load_links()),
         wanted: wanted_writer(status.as_ref()),
@@ -244,7 +246,6 @@ async fn main() -> Result<()> {
         agent_icons: agent_icon_reader(status.as_ref()),
         agents_md: agents_md_reader(status.as_ref()),
         reported_inference: reported_inference(status.as_ref()),
-        agent_login: startup::agent_login(status.as_ref()),
         runs: review_classifier::runs::Runs::Live(status.as_ref().map(|s| s.queue_client())),
         builds: builder::runs::Builds::Live(status.as_ref().map(|s| s.queue_client())),
         status,
diff --git a/swarm-controller/src/pause_hold.rs b/swarm-controller/src/pause_hold.rs
new file mode 100644
index 000000000..d6bdc51a9
--- /dev/null
+++ b/swarm-controller/src/pause_hold.rs
@@ -0,0 +1,133 @@
+//! Holds an agent the hive paused, so the swarm's declaration stops undoing it.
+//!
+//! An agent whose harness paused its own turn loop says so in its turn-state
+//! header (`paused_by_hive`, see [`crate::agent_login::Reported`]). The hive
+//! resumes any paused agent that the swarm declares `Up`, so this declares it
+//! `Paused` instead, which the hive's pause marker already agrees with. Only an
+//! operator declaring the agent `Up` again resumes it.
+//!
+//! Each pause is held once. A header re-sent after the operator's resume and
+//! before the hive cleared the marker still reports it, and must not pause the
+//! agent a second time. The agent is only declared `Paused` while it is
+//! declared `Up`: an operator's `Offline` or `Destroyed` stays what it is.
+
+use std::sync::Arc;
+use std::time::Duration;
+
+use anyhow::Result;
+
+use crate::agent_login::Reported;
+use crate::wanted::WantedWriter;
+
+/// How often the reported pauses are looked at.
+const POLL: Duration = Duration::from_secs(5);
+
+/// Hold the pauses `login` learns of, for as long as this daemon runs.
+pub(crate) fn spawn(login: Arc<Reported>, wanted: Arc<WantedWriter>, hives: Vec<String>) {
+    tokio::spawn(async move {
+        loop {
+            tokio::time::sleep(POLL).await;
+            hold_pending(&login, &wanted, &hives).await;
+        }
+    });
+}
+
+/// Hold every reported pause not held yet. A pause that could not be held is
+/// tried again on the next call.
+pub(crate) async fn hold_pending(login: &Reported, wanted: &WantedWriter, hives: &[String]) {
+    for agent in login.unheld_pauses() {
+        match hold(wanted, hives, &agent).await {
+            Ok(()) => login.mark_pause_held(&agent),
+            Err(e) => tracing::warn!(
+                %agent,
+                error = %format!("{e:#}"),
+                "holding a hive-paused agent failed; will retry"
+            ),
+        }
+    }
+}
+
+/// Declare `agent` `Paused` on whichever hive declares it `Up`.
+async fn hold(wanted: &WantedWriter, hives: &[String], agent: &str) -> Result<()> {
+    for hive in hives {
+        if wanted.pause_if_up(hive, agent).await? {
+            tracing::info!(%hive, %agent, "the hive paused this agent; declared it paused");
+        }
+    }
+    Ok(())
+}
+
+#[cfg(test)]
+mod tests {
+    use super::hold_pending;
+    use crate::agent_login::Reported;
+    use crate::test_nats::TestNats;
+    use crate::wanted::WantedWriter;
+    use swarm_wire::wanted::AgentState;
+
+    fn header(reason: Option<&str>) -> Vec<u8> {
+        let mut header = serde_json::json!({ "agent_state": "paused", "needs_login": false });
+        if let Some(reason) = reason {
+            header["paused_by_hive"] = reason.into();
+        }
+        serde_json::to_vec(&header).unwrap()
+    }
+
+    async fn declared(wanted: &WantedWriter, agent: &str) -> Option<AgentState> {
+        let declaration = wanted.view("pr1ma").await.unwrap()?;
+        declaration.agents.get(agent).map(|a| a.state)
+    }
+
+    /// The whole fix: a hive-paused agent declared `Up` is declared `Paused`,
+    /// the operator's `Up` after that sticks, and the next pause is held too.
+    #[tokio::test]
+    async fn a_hive_pause_replaces_up_and_an_operator_up_sticks() {
+        let nats = TestNats::start();
+        let wanted = WantedWriter::new(nats.client().await);
+        let hives = vec!["pr1ma".to_owned()];
+        let login = Reported::default();
+        let subject = swarm_queue_client::agent_state_subject("atlas");
+        wanted.set("pr1ma", "atlas", AgentState::Up).await.unwrap();
+        wanted.set("pr1ma", "iris", AgentState::Up).await.unwrap();
+
+        login.record(&subject, &header(Some("skipped get_loose_ends")));
+        hold_pending(&login, &wanted, &hives).await;
+        assert_eq!(declared(&wanted, "atlas").await, Some(AgentState::Paused));
+        assert_eq!(declared(&wanted, "iris").await, Some(AgentState::Up));
+
+        // The operator resumes; the hive has not cleared its marker yet and
+        // re-sends the header.
+        wanted.set("pr1ma", "atlas", AgentState::Up).await.unwrap();
+        login.record(&subject, &header(Some("skipped get_loose_ends")));
+        hold_pending(&login, &wanted, &hives).await;
+        assert_eq!(declared(&wanted, "atlas").await, Some(AgentState::Up));
+
+        // The hive clears the marker, then pauses the agent again.
+        login.record(&subject, &header(None));
+        login.record(&subject, &header(Some("skipped get_loose_ends")));
+        hold_pending(&login, &wanted, &hives).await;
+        assert_eq!(declared(&wanted, "atlas").await, Some(AgentState::Paused));
+    }
+
+    /// An operator's `Offline` is not overruled by the agent's pause, and an
+    /// agent no hive declares leaves the pause to be tried again.
+    #[tokio::test]
+    async fn only_an_agent_declared_up_is_paused() {
+        let nats = TestNats::start();
+        let wanted = WantedWriter::new(nats.client().await);
+        let hives = vec!["pr1ma".to_owned()];
+        let login = Reported::default();
+        wanted
+            .set("pr1ma", "atlas", AgentState::Offline)
+            .await
+            .unwrap();
+
+        login.record(
+            &swarm_queue_client::agent_state_subject("atlas"),
+            &header(Some("skipped get_loose_ends")),
+        );
+        hold_pending(&login, &wanted, &hives).await;
+        assert_eq!(declared(&wanted, "atlas").await, Some(AgentState::Offline));
+        assert!(login.unheld_pauses().is_empty(), "nothing left to hold");
+    }
+}
diff --git a/swarm-controller/src/routes/agents.rs b/swarm-controller/src/routes/agents.rs
index 250602cae..eb433ce0e 100644
--- a/swarm-controller/src/routes/agents.rs
+++ b/swarm-controller/src/routes/agents.rs
@@ -471,6 +471,7 @@ pub(crate) async fn get_agents_status(
             if let Some(login) = state.agent_login.as_ref() {
                 for row in &mut rows {
                     row.needs_login = login.get(&row.name);
+                    row.paused_by_hive = login.paused_by_hive(&row.name);
                 }
             }
             // Absent on a failed read, like `wanted`: one unreadable bucket
@@ -1816,6 +1817,7 @@ mod tests {
             config_pr: None,
             wanted: None,
             needs_login: None,
+            paused_by_hive: None,
             archetype: None,
         }
     }
diff --git a/swarm-controller/src/startup.rs b/swarm-controller/src/startup.rs
index 574cceae1..169083aff 100644
--- a/swarm-controller/src/startup.rs
+++ b/swarm-controller/src/startup.rs
@@ -31,9 +31,9 @@ use crate::{
     agent_permissions, agent_renewal, agent_state_stream, agent_status, agents_md, alerts,
     archetypes, auth, backend_env, builder, claude_login, config_drift, config_pr, egress_allow,
     egress_deny, forge, forge_account, github_account, gitlab_account, inference, issue_report,
-    linked_accounts, matrix_account, message_stream, notify_flows, notify_router_api, pr_report,
-    pulls, queue_identity, review_classifier, schedules, status, subagent_term, term_stream,
-    wanted, webhook,
+    linked_accounts, matrix_account, message_stream, notify_flows, notify_router_api, pause_hold,
+    pr_report, pulls, queue_identity, review_classifier, schedules, status, subagent_term,
+    term_stream, wanted, webhook,
 };
 
 /// Where the daemon binds, overridable via `SWARM_CONTROLLER_SOCKET`.
@@ -206,11 +206,17 @@ pub(crate) fn reported_inference(
 }
 
 /// Whether each agent last said it needs a login, read on the status
-/// reader's connection — same rationale as [`wanted_writer`].
+/// reader's connection — same rationale as [`wanted_writer`] — and, from the
+/// same headers, which agents their hive paused: those are declared `Paused`
+/// (see [`pause_hold`]).
 pub(crate) fn agent_login(
     status: Option<&Arc<status::StatusReader>>,
+    hives: &[HiveEntry],
 ) -> Option<Arc<agent_login::Reported>> {
-    Some(agent_login::Reported::spawn(status?.queue_client()))
+    let login = agent_login::Reported::spawn(status?.queue_client());
+    let hives = hives.iter().map(|h| h.name.clone()).collect();
+    pause_hold::spawn(Arc::clone(&login), wanted_writer(status)?, hives);
+    Some(login)
 }
 
 /// The homeserver agents' own matrix accounts are minted on. Unset is this
diff --git a/swarm-controller/src/wanted.rs b/swarm-controller/src/wanted.rs
index c33bf4e5c..a6dab555c 100644
--- a/swarm-controller/src/wanted.rs
+++ b/swarm-controller/src/wanted.rs
@@ -40,17 +40,23 @@ enum Wrote {
 /// and a caller that gets an error can ask again with fresh intent.
 const MAX_ATTEMPTS: usize = 5;
 
+/// A hive's current declaration; none yet reads as an empty one, an undecodable
+/// value as an error.
+fn decode(current: Option<&[u8]>) -> Result<HiveWanted> {
+    match current {
+        Some(raw) => serde_json::from_slice::<HiveWanted>(raw)
+            .context("the hive's current declaration is not decodable"),
+        None => Ok(HiveWanted::default()),
+    }
+}
+
 /// Apply one agent's declared state to a hive's current declaration.
 ///
 /// `current` is the hive's whole agent map — an undecodable value is an
 /// **error**, not treated as absent, so a bad read never discards every
 /// other agent's declaration under a fresh-start fallback.
 fn apply(current: Option<&[u8]>, agent: &str, state: AgentState) -> Result<(HiveWanted, Vec<u8>)> {
-    let mut declaration = match current {
-        Some(raw) => serde_json::from_slice::<HiveWanted>(raw)
-            .context("the hive's current declaration is not decodable")?,
-        None => HiveWanted::default(),
-    };
+    let mut declaration = decode(current)?;
     declaration
         .agents
         .insert(agent.to_owned(), AgentWanted { state });
@@ -98,11 +104,37 @@ impl WantedWriter {
 
     /// Declare `agent` on `hive` to be in `state`, unconditionally (see the
     /// module doc), and return the whole declaration as published.
+    pub async fn set(&self, hive: &str, agent: &str, state: AgentState) -> Result<HiveWanted> {
+        self.write(hive, agent, state, None)
+            .await
+            .map(|(declaration, _)| declaration)
+    }
+
+    /// Declare `agent` on `hive` `Paused` if, and only if, the declaration at
+    /// the moment of the write says `Up`: an operator who has since set the
+    /// agent offline, destroyed or already paused is not overruled. `true`
+    /// when the declaration now says `Paused` because of this call.
+    pub async fn pause_if_up(&self, hive: &str, agent: &str) -> Result<bool> {
+        self.write(hive, agent, AgentState::Paused, Some(AgentState::Up))
+            .await
+            .map(|(_, applied)| applied)
+    }
+
+    /// The write behind [`Self::set`] and [`Self::pause_if_up`]: the
+    /// declaration as published and whether `state` was written. With
+    /// `only_if`, the write happens only while the agent is declared in that
+    /// state.
     ///
     /// Read-modify-write against the entry's revision, not a plain `put`:
     /// the value is the hive's whole agent map, so a blind write would drop
     /// a concurrent change to a different agent.
-    pub async fn set(&self, hive: &str, agent: &str, state: AgentState) -> Result<HiveWanted> {
+    async fn write(
+        &self,
+        hive: &str,
+        agent: &str,
+        state: AgentState,
+        only_if: Option<AgentState>,
+    ) -> Result<(HiveWanted, bool)> {
         swarm_queue_client::ensure_connected(&self.client)?;
         let store = swarm_queue_client::wanted::open_or_create(&self.client, hive).await?;
 
@@ -112,8 +144,14 @@ impl WantedWriter {
                 .await
                 .with_context(|| format!("reading the declaration for {hive}"))?;
             let revision = entry.as_ref().map(|e| e.revision);
-            let (declaration, encoded) =
-                apply(entry.as_ref().map(|e| e.value.as_ref()), agent, state)?;
+            let current = entry.as_ref().map(|e| e.value.as_ref());
+            if let Some(from) = only_if {
+                let declaration = decode(current)?;
+                if declaration.agents.get(agent).map(|a| a.state) != Some(from) {
+                    return Ok((declaration, false));
+                }
+            }
+            let (declaration, encoded) = apply(current, agent, state)?;
 
             // A redeclare of the identical state re-encodes the declaration
             // unchanged (a caller that already sees this state and asks
@@ -124,7 +162,7 @@ impl WantedWriter {
             // between reads.
             if entry.as_ref().map(|e| e.value.as_ref()) == Some(encoded.as_slice()) {
                 tracing::debug!(hive, agent, "declaration already current, no write needed");
-                return Ok(declaration);
+                return Ok((declaration, true));
             }
 
             // `update` and `create` have separate error types, and only one
@@ -149,7 +187,7 @@ impl WantedWriter {
             match written {
                 Wrote::Ok => {
                     tracing::info!(hive, agent, ?state, "declared agent state");
-                    return Ok(declaration);
+                    return Ok((declaration, true));
                 }
                 // Re-read and re-apply onto the winner's value, not over it.
                 Wrote::LostRace => {
diff --git a/swarm-wire/src/agent_pause.rs b/swarm-wire/src/agent_pause.rs
new file mode 100644
index 000000000..e79f28b31
--- /dev/null
+++ b/swarm-wire/src/agent_pause.rs
@@ -0,0 +1,43 @@
+//! Whether the agent's own harness paused its turn loop, as the agent itself
+//! reports it.
+//!
+//! Part of the turn-state header the agent publishes on
+//! `swarm_queue_client::agent_state_subject`, beside [`crate::agent_login::Login`];
+//! swarm-controller decodes it out of that header with this same type.
+
+/// The hive-pause fields of an agent's turn-state header.
+#[derive(Debug, Clone, Default, PartialEq, Eq, serde::Serialize, serde::Deserialize)]
+pub struct HivePause {
+    /// Why the harness paused its own turn loop; present only while that
+    /// pause is in force. An operator's pause (`hivectl pause`, the
+    /// dashboard) is not reported here, and neither is any pause by a harness
+    /// that predates the field, so absence says nothing about `agent_state`.
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub paused_by_hive: Option<String>,
+}
+
+#[cfg(test)]
+mod tests {
+    use super::HivePause;
+
+    #[test]
+    fn a_header_without_the_field_decodes_as_not_paused_by_the_hive() {
+        let header = serde_json::json!({ "agent_state": "paused", "needs_login": false });
+        let decoded: HivePause = serde_json::from_value(header).expect("an old header decodes");
+        assert_eq!(decoded.paused_by_hive, None);
+    }
+
+    #[test]
+    fn the_reason_round_trips_and_an_absent_one_is_not_sent() {
+        let sent = HivePause {
+            paused_by_hive: Some("skipped get_loose_ends".to_owned()),
+        };
+        let value = serde_json::to_value(&sent).expect("serialises");
+        assert_eq!(value["paused_by_hive"], "skipped get_loose_ends");
+        let decoded: HivePause = serde_json::from_value(value).expect("decodes");
+        assert_eq!(decoded, sent);
+
+        let none = serde_json::to_value(HivePause::default()).expect("serialises");
+        assert!(none.as_object().expect("an object").is_empty());
+    }
+}
diff --git a/swarm-wire/src/lib.rs b/swarm-wire/src/lib.rs
index 1ade532eb..179c0474b 100644
--- a/swarm-wire/src/lib.rs
+++ b/swarm-wire/src/lib.rs
@@ -11,6 +11,7 @@ pub mod agent_icon;
 pub mod agent_inference;
 pub mod agent_limits;
 pub mod agent_login;
+pub mod agent_pause;
 pub mod agent_permissions;
 pub mod agent_schedules;
 pub mod agent_status;