diff --git a/crates/hi-agent/src/agent/turn.rs b/crates/hi-agent/src/agent/turn.rs
index b882f709..305acd6e 100644
--- a/crates/hi-agent/src/agent/turn.rs
+++ b/crates/hi-agent/src/agent/turn.rs
@@ -23,10 +23,10 @@ use super::mutation_recovery_turn::MutationRecoveryControl;
 use crate::command;
 use crate::compaction;
 use crate::heuristics::{
-    RECOVERY_SAMPLING, StallMode, emit_tool_output, humanize_count, looks_like_continue,
-    looks_like_unfinished_step, looks_mutating, mode_blocks_tool, parse_text_tool_calls,
-    plan_has_pending_steps, recovery_sampling, recovery_telemetry, respects_deps,
-    textcall_id_offset, tool_deps, tool_mode_label,
+    RECOVERY_SAMPLING, StallMode, VERIFY_REPEAT_STOP, emit_tool_output, humanize_count,
+    looks_like_continue, looks_like_unfinished_step, looks_mutating, mode_blocks_tool,
+    parse_text_tool_calls, plan_has_pending_steps, recovery_sampling, recovery_telemetry,
+    respects_deps, textcall_id_offset, tool_deps, tool_mode_label,
 };
 use crate::snapshot::changed_files_between;
 use crate::steering::{
@@ -91,6 +91,7 @@ fn build_turn_telemetry(
         effective_max_steps,
         verify_rounds,
         repeated_verify_failures,
+        verify_repeat_stopped: false,
         recovery_retries,
         repeat_nudges,
         continue_nudges,
@@ -1239,6 +1240,8 @@ impl crate::Agent {
         let mut stalled_repeating = false;
         // Whether the turn ended without enough evidence for a read-only review.
         let mut stalled_unfinished = false;
+        // Whether a third identical verify failure ended the turn early.
+        let mut verify_repeat_stopped = false;
         // Whether the turn was cut short by the per-turn step cap, so the
         // finalization recap is skipped (the work may be incomplete).
         let mut ended_at_cap = false;
@@ -4113,6 +4116,27 @@ If the task is already complete, stop and give your final recap."
                     // a misdiagnosed cause is the costliest failure behavior —
                     // when the failure signature didn't change, demand a
                     // validated diagnosis instead of another blind patch.
+                    // Three identical failures = one normal repair AND one
+                    // diagnose-first repair both changed nothing. Weak-model
+                    // A/B data: recovery from here is 0% with or without
+                    // richer nudges — further rounds only burn tokens, so end
+                    // the turn honestly instead (kill switch:
+                    // HI_VERIFY_REPEAT_STOP=0). No new nudge: a trailing
+                    // nudge is stripped at turn end anyway, and the previous
+                    // round's escalated nudge already carries this identical
+                    // output.
+                    if repeated
+                        && verifier.consecutive_repeated_failures() >= 2
+                        && *VERIFY_REPEAT_STOP
+                    {
+                        stalled_unfinished = true;
+                        verify_repeat_stopped = true;
+                        last_verify_attributions = hi_tools::parse_attributions(&output, 3);
+                        ui.status(
+                            "verification failed identically 3 times; stopping the turn — repair attempts are not changing the outcome. /retry, or send 'continue'.",
+                        );
+                        break 'turn;
+                    }
                     let followup = if repeated {
                         "This is the SAME failure as the previous verify round — your last \
                          change did not alter the outcome. Do not edit again yet. First state \
@@ -4239,6 +4263,7 @@ If the task is already complete, stop and give your final recap."
             turn_checkpoint_allowed.map(|_| turn_checkpoint_created);
         self.last_turn_telemetry.advertised_tools = advertised_tool_names.into_iter().collect();
         self.last_turn_telemetry.tool_schema_tokens = tool_schema_tokens;
+        self.last_turn_telemetry.verify_repeat_stopped = verify_repeat_stopped;
 
         // Verifier-gated skill auto-curation: after a turn that PASSED verification
         // and actually changed files, optionally distill a reusable technique into a
diff --git a/crates/hi-agent/src/heuristics.rs b/crates/hi-agent/src/heuristics.rs
index 05e79826..7fea8efe 100644
--- a/crates/hi-agent/src/heuristics.rs
+++ b/crates/hi-agent/src/heuristics.rs
@@ -617,6 +617,18 @@ pub(crate) static RECOVERY_SAMPLING: std::sync::LazyLock<bool> = std::sync::Lazy
     )
 });
 
+/// Whether a third identical verify failure ends the turn instead of running
+/// another repair round. A/B data (weak-model runs): once a failure signature
+/// survives one normal repair AND one diagnose-first repair, further rounds
+/// recover 0% and only burn tokens. Off via `HI_VERIFY_REPEAT_STOP=0/off/false/no`
+/// for eval A/Bs. Read once.
+pub(crate) static VERIFY_REPEAT_STOP: std::sync::LazyLock<bool> = std::sync::LazyLock::new(|| {
+    !matches!(
+        std::env::var("HI_VERIFY_REPEAT_STOP").ok().as_deref(),
+        Some("0" | "off" | "false" | "no")
+    )
+});
+
 /// Sampling for a model round, escalating with the count of consecutive
 /// content-less rounds (`retries`; 0 = the normal first attempt). Returns
 /// `(temperature, top_p, frequency_penalty)`. On a normal round — or when recovery
diff --git a/crates/hi-agent/src/lib.rs b/crates/hi-agent/src/lib.rs
index 011ea297..893ba531 100644
--- a/crates/hi-agent/src/lib.rs
+++ b/crates/hi-agent/src/lib.rs
@@ -132,6 +132,9 @@ pub struct TurnTelemetry {
     /// How many verify rounds re-failed with the same failure signature as
     /// their predecessor — repair attempts that did not change the outcome.
     pub repeated_verify_failures: u32,
+    /// Whether a third identical verify failure ended the turn early
+    /// instead of running another doomed repair round.
+    pub verify_repeat_stopped: bool,
     /// Times a content-less / malformed response was silently re-sampled
     /// (recovery sampling). 0 on a clean turn.
     pub recovery_retries: u32,
@@ -223,6 +226,7 @@ impl Default for TurnTelemetry {
             effective_max_steps: 0,
             verify_rounds: 0,
             repeated_verify_failures: 0,
+            verify_repeat_stopped: false,
             recovery_retries: 0,
             repeat_nudges: 0,
             continue_nudges: 0,
diff --git a/crates/hi-agent/src/tests/verify.rs b/crates/hi-agent/src/tests/verify.rs
index c8b2002f..695b238d 100644
--- a/crates/hi-agent/src/tests/verify.rs
+++ b/crates/hi-agent/src/tests/verify.rs
@@ -117,7 +117,10 @@ async fn repeated_verify_failure_escalates_nudge() {
         "test",
         "printf 'error: same failure\\n' >&2; exit 1",
     )]);
-    cfg.max_verify_repairs = 2;
+    // One repair round: the second (identical) failure carries the
+    // diagnose-first escalation; the stop-early path (third identical) is
+    // covered by `third_identical_verify_failure_stops_the_turn`.
+    cfg.max_verify_repairs = 1;
     let tmp = workspace.path("changed.rs");
     let p = tmp.to_string_lossy().to_string();
     let responses = vec![
@@ -125,13 +128,13 @@ async fn repeated_verify_failure_escalates_nudge() {
         completion(vec![Content::Text("attempt 1".into())], 1, 1),
         completion(vec![Content::Text("attempt 2".into())], 1, 1),
         completion(vec![Content::Text("attempt 3".into())], 1, 1),
-        completion(vec![Content::Text("attempt 4".into())], 1, 1),
     ];
     let mut agent = agent(responses, cfg);
     agent.run_turn("x", &mut NullUi).await.unwrap();
     assert_eq!(agent.last_verify(), Some(false));
-    assert_eq!(agent.last_turn_telemetry().verify_rounds, 3);
-    assert_eq!(agent.last_turn_telemetry().repeated_verify_failures, 2);
+    assert_eq!(agent.last_turn_telemetry().verify_rounds, 2);
+    assert_eq!(agent.last_turn_telemetry().repeated_verify_failures, 1);
+    assert!(!agent.last_turn_telemetry().verify_repeat_stopped);
     let nudge = agent
         .messages()
         .iter()
@@ -150,6 +153,63 @@ async fn repeated_verify_failure_escalates_nudge() {
     );
 }
 
+#[tokio::test]
+async fn third_identical_verify_failure_stops_the_turn() {
+    let workspace = IsolatedWorkspace::new("verify-repeat-stop");
+    // Budget allows 6 rounds, but after three identical failures (one normal
+    // repair + one diagnose-first repair, both changing nothing) the turn must
+    // stop. The Canned provider holds exactly the completions to REACH round
+    // three — a fourth repair round would panic on an empty provider.
+    let mut cfg = workspace.config();
+    cfg.verification = crate::VerificationMode::Explicit(vec![VerifyStage::new(
+        "test",
+        "printf 'error: same failure\\n' >&2; exit 1",
+    )]);
+    cfg.max_verify_repairs = 5;
+    let tmp = workspace.path("changed.rs");
+    let p = tmp.to_string_lossy().to_string();
+    let responses = vec![
+        write_completion(&p),
+        completion(vec![Content::Text("attempt 1".into())], 1, 1),
+        completion(vec![Content::Text("attempt 2".into())], 1, 1),
+        completion(vec![Content::Text("attempt 3".into())], 1, 1),
+    ];
+    let mut agent = agent(responses, cfg);
+    let mut ui = RecUi::default();
+    agent.run_turn("x", &mut ui).await.unwrap();
+    let telemetry = agent.last_turn_telemetry();
+    assert_eq!(telemetry.verify_rounds, 3, "stops at the third round");
+    assert!(telemetry.verify_repeat_stopped);
+    assert!(telemetry.stalled_unfinished);
+    assert_eq!(agent.last_verify(), Some(false));
+    assert!(
+        ui.statuses
+            .iter()
+            .any(|s| s.contains("failed identically 3 times")),
+        "explicit stop status: {:?}",
+        ui.statuses
+    );
+    // The previous round's escalated nudge survives as context (its output is
+    // identical by definition — the signatures matched), and the transcript
+    // ends on the model's last attempt, clean for the next turn.
+    let nudge = agent
+        .messages()
+        .iter()
+        .rev()
+        .find(|m| m.role == Role::User && m.text().contains("Verification stage"))
+        .expect("previous verify nudge retained");
+    assert!(
+        nudge.text().contains("SAME failure"),
+        "escalated nudge retained: {}",
+        nudge.text()
+    );
+    assert_eq!(
+        agent.messages().last().map(|m| m.role),
+        Some(Role::Assistant),
+        "transcript ends on the model's final attempt"
+    );
+}
+
 #[tokio::test]
 async fn different_failures_do_not_escalate() {
     let workspace = IsolatedWorkspace::new("verify-vary");
@@ -167,7 +227,9 @@ async fn different_failures_do_not_escalate() {
             c = counter.to_string_lossy()
         ),
     )]);
-    cfg.max_verify_repairs = 1;
+    // Three rounds of DIFFERENT failures: neither the escalation nor the
+    // stop-early path may fire when the signature keeps changing.
+    cfg.max_verify_repairs = 2;
     let tmp = workspace.path("changed.rs");
     let p = tmp.to_string_lossy().to_string();
     let responses = vec![
@@ -175,13 +237,15 @@ async fn different_failures_do_not_escalate() {
         completion(vec![Content::Text("attempt 1".into())], 1, 1),
         completion(vec![Content::Text("attempt 2".into())], 1, 1),
         completion(vec![Content::Text("attempt 3".into())], 1, 1),
+        completion(vec![Content::Text("attempt 4".into())], 1, 1),
     ];
     let mut agent = agent(responses, cfg);
     agent.run_turn("x", &mut NullUi).await.unwrap();
     let _ = std::fs::remove_file(&counter);
     assert_eq!(agent.last_verify(), Some(false));
-    assert_eq!(agent.last_turn_telemetry().verify_rounds, 2);
+    assert_eq!(agent.last_turn_telemetry().verify_rounds, 3);
     assert_eq!(agent.last_turn_telemetry().repeated_verify_failures, 0);
+    assert!(!agent.last_turn_telemetry().verify_repeat_stopped);
     let nudge = agent
         .messages()
         .iter()
diff --git a/crates/hi-agent/src/verify.rs b/crates/hi-agent/src/verify.rs
index bd5586ff..a6dab853 100644
--- a/crates/hi-agent/src/verify.rs
+++ b/crates/hi-agent/src/verify.rs
@@ -169,6 +169,10 @@ pub(crate) struct Verifier {
     stage_mutation_counts: std::collections::BTreeMap<String, u32>,
     last_failure_signature: Option<u64>,
     repeated_failure_count: u32,
+    /// Consecutive rounds whose failure signature matched their predecessor.
+    /// 1 = the current failure repeats once (round N == N−1); 2 = three
+    /// identical failures in a row. Resets when the signature changes.
+    consecutive_repeats: u32,
     max_rounds: u32,
     round: u32,
 }
@@ -185,6 +189,7 @@ impl Verifier {
             stage_mutation_counts: std::collections::BTreeMap::new(),
             last_failure_signature: None,
             repeated_failure_count: 0,
+            consecutive_repeats: 0,
             max_rounds,
             round: 0,
         }
@@ -244,6 +249,12 @@ impl Verifier {
         self.repeated_failure_count
     }
 
+    /// Length of the current run of identical failures beyond the first
+    /// (1 = the newest failure matches its predecessor; 2 = three in a row).
+    pub(crate) fn consecutive_repeated_failures(&self) -> u32 {
+        self.consecutive_repeats
+    }
+
     /// Record this round's failure signature and report whether it matches the
     /// previous round's — i.e. the repair attempt did not change the failure.
     /// The signature must be computed from output WITHOUT round-dependent
@@ -260,6 +271,9 @@ impl Verifier {
         self.last_failure_signature = Some(signature);
         if repeated {
             self.repeated_failure_count = self.repeated_failure_count.saturating_add(1);
+            self.consecutive_repeats = self.consecutive_repeats.saturating_add(1);
+        } else {
+            self.consecutive_repeats = 0;
         }
         repeated
     }
diff --git a/crates/hi-cli/src/main.rs b/crates/hi-cli/src/main.rs
index ec93806b..17f034fa 100644
--- a/crates/hi-cli/src/main.rs
+++ b/crates/hi-cli/src/main.rs
@@ -1762,6 +1762,7 @@ fn write_report(
         "effective_max_steps": tel.effective_max_steps,
         "verify_rounds": tel.verify_rounds,
         "repeated_verify_failures": tel.repeated_verify_failures,
+        "verify_repeat_stopped": tel.verify_repeat_stopped,
         "recovery_retries": tel.recovery_retries,
         "repeat_nudges": tel.repeat_nudges,
         "continue_nudges": tel.continue_nudges,
diff --git a/crates/hi-tui/src/tests.rs b/crates/hi-tui/src/tests.rs
index ab488ac4..0454e439 100644
--- a/crates/hi-tui/src/tests.rs
+++ b/crates/hi-tui/src/tests.rs
@@ -1127,6 +1127,7 @@ fn ctrl_question_toggles_the_observability_panel() {
         effective_max_steps: 120,
         verify_rounds: 2,
         repeated_verify_failures: 0,
+        verify_repeat_stopped: false,
         recovery_retries: 1,
         repeat_nudges: 0,
         continue_nudges: 1,