diff --git a/agent/auxiliary_client.py b/agent/auxiliary_client.py
index fd2f2d812..9702da941 100644
--- a/agent/auxiliary_client.py
+++ b/agent/auxiliary_client.py
@@ -775,6 +775,21 @@ def _try_openrouter() -> Tuple[Optional[OpenAI], Optional[str]]:
 
 
 def _try_nous(vision: bool = False) -> Tuple[Optional[OpenAI], Optional[str]]:
+    # Check cross-session rate limit guard before attempting Nous —
+    # if another session already recorded a 429, skip Nous entirely
+    # to avoid piling more requests onto the tapped RPH bucket.
+    try:
+        from agent.nous_rate_guard import nous_rate_limit_remaining
+        _remaining = nous_rate_limit_remaining()
+        if _remaining is not None and _remaining > 0:
+            logger.debug(
+                "Auxiliary: skipping Nous Portal (rate-limited, resets in %.0fs)",
+                _remaining,
+            )
+            return None, None
+    except Exception:
+        pass
+
     nous = _read_nous_auth()
     if not nous:
         return None, None
diff --git a/agent/nous_rate_guard.py b/agent/nous_rate_guard.py
new file mode 100644
index 000000000..712d8a0f1
--- /dev/null
+++ b/agent/nous_rate_guard.py
@@ -0,0 +1,182 @@
+"""Cross-session rate limit guard for Nous Portal.
+
+Writes rate limit state to a shared file so all sessions (CLI, gateway,
+cron, auxiliary) can check whether Nous Portal is currently rate-limited
+before making requests.  Prevents retry amplification when RPH is tapped.
+
+Each 429 from Nous triggers up to 9 API calls per conversation turn
+(3 SDK retries x 3 Hermes retries), and every one of those calls counts
+against RPH.  By recording the rate limit state on first 429 and checking
+it before subsequent attempts, we eliminate the amplification effect.
+"""
+
+from __future__ import annotations
+
+import json
+import logging
+import os
+import tempfile
+import time
+from typing import Any, Mapping, Optional
+
+logger = logging.getLogger(__name__)
+
+_STATE_SUBDIR = "rate_limits"
+_STATE_FILENAME = "nous.json"
+
+
+def _state_path() -> str:
+    """Return the path to the Nous rate limit state file."""
+    try:
+        from hermes_constants import get_hermes_home
+        base = get_hermes_home()
+    except ImportError:
+        base = os.path.join(os.path.expanduser("~"), ".hermes")
+    return os.path.join(base, _STATE_SUBDIR, _STATE_FILENAME)
+
+
+def _parse_reset_seconds(headers: Optional[Mapping[str, str]]) -> Optional[float]:
+    """Extract the best available reset-time estimate from response headers.
+
+    Priority:
+      1. x-ratelimit-reset-requests-1h  (hourly RPH window — most useful)
+      2. x-ratelimit-reset-requests     (per-minute RPM window)
+      3. retry-after                     (generic HTTP header)
+
+    Returns seconds-from-now, or None if no usable header found.
+    """
+    if not headers:
+        return None
+
+    lowered = {k.lower(): v for k, v in headers.items()}
+
+    for key in (
+        "x-ratelimit-reset-requests-1h",
+        "x-ratelimit-reset-requests",
+        "retry-after",
+    ):
+        raw = lowered.get(key)
+        if raw is not None:
+            try:
+                val = float(raw)
+                if val > 0:
+                    return val
+            except (TypeError, ValueError):
+                pass
+
+    return None
+
+
+def record_nous_rate_limit(
+    *,
+    headers: Optional[Mapping[str, str]] = None,
+    error_context: Optional[dict[str, Any]] = None,
+    default_cooldown: float = 300.0,
+) -> None:
+    """Record that Nous Portal is rate-limited.
+
+    Parses the reset time from response headers or error context.
+    Falls back to ``default_cooldown`` (5 minutes) if no reset info
+    is available.  Writes to a shared file that all sessions can read.
+
+    Args:
+        headers: HTTP response headers from the 429 error.
+        error_context: Structured error context from _extract_api_error_context().
+        default_cooldown: Fallback cooldown in seconds when no header data.
+    """
+    now = time.time()
+    reset_at = None
+
+    # Try headers first (most accurate)
+    header_seconds = _parse_reset_seconds(headers)
+    if header_seconds is not None:
+        reset_at = now + header_seconds
+
+    # Try error_context reset_at (from body parsing)
+    if reset_at is None and isinstance(error_context, dict):
+        ctx_reset = error_context.get("reset_at")
+        if isinstance(ctx_reset, (int, float)) and ctx_reset > now:
+            reset_at = float(ctx_reset)
+
+    # Default cooldown
+    if reset_at is None:
+        reset_at = now + default_cooldown
+
+    path = _state_path()
+    try:
+        state_dir = os.path.dirname(path)
+        os.makedirs(state_dir, exist_ok=True)
+
+        state = {
+            "reset_at": reset_at,
+            "recorded_at": now,
+            "reset_seconds": reset_at - now,
+        }
+
+        # Atomic write: write to temp file + rename
+        fd, tmp_path = tempfile.mkstemp(dir=state_dir, suffix=".tmp")
+        try:
+            with os.fdopen(fd, "w") as f:
+                json.dump(state, f)
+            os.replace(tmp_path, path)
+        except Exception:
+            # Clean up temp file on failure
+            try:
+                os.unlink(tmp_path)
+            except OSError:
+                pass
+            raise
+
+        logger.info(
+            "Nous rate limit recorded: resets in %.0fs (at %.0f)",
+            reset_at - now, reset_at,
+        )
+    except Exception as exc:
+        logger.debug("Failed to write Nous rate limit state: %s", exc)
+
+
+def nous_rate_limit_remaining() -> Optional[float]:
+    """Check if Nous Portal is currently rate-limited.
+
+    Returns:
+        Seconds remaining until reset, or None if not rate-limited.
+    """
+    path = _state_path()
+    try:
+        with open(path) as f:
+            state = json.load(f)
+        reset_at = state.get("reset_at", 0)
+        remaining = reset_at - time.time()
+        if remaining > 0:
+            return remaining
+        # Expired — clean up
+        try:
+            os.unlink(path)
+        except OSError:
+            pass
+        return None
+    except (FileNotFoundError, json.JSONDecodeError, KeyError, TypeError):
+        return None
+
+
+def clear_nous_rate_limit() -> None:
+    """Clear the rate limit state (e.g., after a successful Nous request)."""
+    try:
+        os.unlink(_state_path())
+    except FileNotFoundError:
+        pass
+    except OSError as exc:
+        logger.debug("Failed to clear Nous rate limit state: %s", exc)
+
+
+def format_remaining(seconds: float) -> str:
+    """Format seconds remaining into human-readable duration."""
+    s = max(0, int(seconds))
+    if s < 60:
+        return f"{s}s"
+    if s < 3600:
+        m, sec = divmod(s, 60)
+        return f"{m}m {sec}s" if sec else f"{m}m"
+    h, remainder = divmod(s, 3600)
+    m = remainder // 60
+    return f"{h}h {m}m" if m else f"{h}h"
diff --git a/run_agent.py b/run_agent.py
index 6cbc6f6ee..f199d806d 100644
--- a/run_agent.py
+++ b/run_agent.py
@@ -8660,6 +8660,53 @@ class AIAgent:
             api_kwargs = None  # Guard against UnboundLocalError in except handler
 
             while retry_count < max_retries:
+                # ── Nous Portal rate limit guard ──────────────────────
+                # If another session already recorded that Nous is rate-
+                # limited, skip the API call entirely.  Each attempt
+                # (including SDK-level retries) counts against RPH and
+                # deepens the rate limit hole.
+                if self.provider == "nous":
+                    try:
+                        from agent.nous_rate_guard import (
+                            nous_rate_limit_remaining,
+                            format_remaining as _fmt_nous_remaining,
+                        )
+                        _nous_remaining = nous_rate_limit_remaining()
+                        if _nous_remaining is not None and _nous_remaining > 0:
+                            _nous_msg = (
+                                f"Nous Portal rate limit active — "
+                                f"resets in {_fmt_nous_remaining(_nous_remaining)}."
+                            )
+                            self._vprint(
+                                f"{self.log_prefix}⏳ {_nous_msg} Trying fallback...",
+                                force=True,
+                            )
+                            self._emit_status(f"⏳ {_nous_msg}")
+                            if self._try_activate_fallback():
+                                retry_count = 0
+                                compression_attempts = 0
+                                primary_recovery_attempted = False
+                                continue
+                            # No fallback available — return with clear message
+                            self._persist_session(messages, conversation_history)
+                            return {
+                                "final_response": (
+                                    f"⏳ {_nous_msg}\n\n"
+                                    "No fallback provider available. "
+                                    "Try again after the reset, or add a "
+                                    "fallback provider in config.yaml."
+                                ),
+                                "messages": messages,
+                                "api_calls": api_call_count,
+                                "completed": False,
+                                "failed": True,
+                                "error": _nous_msg,
+                            }
+                    except ImportError:
+                        pass
+                    except Exception:
+                        pass  # Never let rate guard break the agent loop
+
                 try:
                     self._reset_stream_delivery_tracking()
                     api_kwargs = self._build_api_kwargs(api_messages)
@@ -9248,6 +9295,15 @@ class AIAgent:
                                 self._vprint(f"{self.log_prefix}   💾 Cache: {cached:,}/{prompt:,} tokens ({hit_pct:.0f}% hit, {written:,} written)")
                     
                     has_retried_429 = False  # Reset on success
+                    # Clear Nous rate limit state on successful request —
+                    # proves the limit has reset and other sessions can
+                    # resume hitting Nous.
+                    if self.provider == "nous":
+                        try:
+                            from agent.nous_rate_guard import clear_nous_rate_limit
+                            clear_nous_rate_limit()
+                        except Exception:
+                            pass
                     self._touch_activity(f"API call #{api_call_count} completed")
                     break  # Success, exit retry loop
 
@@ -9659,6 +9715,38 @@ class AIAgent:
                                 primary_recovery_attempted = False
                                 continue
 
+                    # ── Nous Portal: record rate limit & skip retries ─────
+                    # When Nous returns a 429, record the reset time to a
+                    # shared file so ALL sessions (cron, gateway, auxiliary)
+                    # know not to pile on.  Then skip further retries —
+                    # each one burns another RPH request and deepens the
+                    # rate limit hole.  The retry loop's top-of-iteration
+                    # guard will catch this on the next pass and try
+                    # fallback or bail with a clear message.
+                    if (
+                        is_rate_limited
+                        and self.provider == "nous"
+                        and classified.reason == FailoverReason.rate_limit
+                        and not recovered_with_pool
+                    ):
+                        try:
+                            from agent.nous_rate_guard import record_nous_rate_limit
+                            _err_resp = getattr(api_error, "response", None)
+                            _err_hdrs = (
+                                getattr(_err_resp, "headers", None)
+                                if _err_resp else None
+                            )
+                            record_nous_rate_limit(
+                                headers=_err_hdrs,
+                                error_context=error_context,
+                            )
+                        except Exception:
+                            pass
+                        # Skip straight to max_retries — the top-of-loop
+                        # guard will handle fallback or bail cleanly.
+                        retry_count = max_retries
+                        continue
+
                     is_payload_too_large = (
                         classified.reason == FailoverReason.payload_too_large
                     )
diff --git a/tests/agent/test_nous_rate_guard.py b/tests/agent/test_nous_rate_guard.py
new file mode 100644
index 000000000..45d30f724
--- /dev/null
+++ b/tests/agent/test_nous_rate_guard.py
@@ -0,0 +1,253 @@
+"""Tests for agent/nous_rate_guard.py — cross-session Nous Portal rate limit guard."""
+
+import json
+import os
+import time
+
+import pytest
+
+
+@pytest.fixture
+def rate_guard_env(tmp_path, monkeypatch):
+    """Isolate rate guard state to a temp directory."""
+    hermes_home = str(tmp_path / ".hermes")
+    os.makedirs(hermes_home, exist_ok=True)
+    monkeypatch.setenv("HERMES_HOME", hermes_home)
+    # Clear any cached module-level imports
+    return hermes_home
+
+
+class TestRecordNousRateLimit:
+    """Test recording rate limit state."""
+
+    def test_records_with_header_reset(self, rate_guard_env):
+        from agent.nous_rate_guard import record_nous_rate_limit, _state_path
+
+        headers = {"x-ratelimit-reset-requests-1h": "1800"}
+        record_nous_rate_limit(headers=headers)
+
+        path = _state_path()
+        assert os.path.exists(path)
+        with open(path) as f:
+            state = json.load(f)
+        assert state["reset_seconds"] == pytest.approx(1800, abs=2)
+        assert state["reset_at"] > time.time()
+
+    def test_records_with_per_minute_header(self, rate_guard_env):
+        from agent.nous_rate_guard import record_nous_rate_limit, _state_path
+
+        headers = {"x-ratelimit-reset-requests": "45"}
+        record_nous_rate_limit(headers=headers)
+
+        with open(_state_path()) as f:
+            state = json.load(f)
+        assert state["reset_seconds"] == pytest.approx(45, abs=2)
+
+    def test_records_with_retry_after_header(self, rate_guard_env):
+        from agent.nous_rate_guard import record_nous_rate_limit, _state_path
+
+        headers = {"retry-after": "60"}
+        record_nous_rate_limit(headers=headers)
+
+        with open(_state_path()) as f:
+            state = json.load(f)
+        assert state["reset_seconds"] == pytest.approx(60, abs=2)
+
+    def test_prefers_hourly_over_per_minute(self, rate_guard_env):
+        from agent.nous_rate_guard import record_nous_rate_limit, _state_path
+
+        headers = {
+            "x-ratelimit-reset-requests-1h": "1800",
+            "x-ratelimit-reset-requests": "45",
+        }
+        record_nous_rate_limit(headers=headers)
+
+        with open(_state_path()) as f:
+            state = json.load(f)
+        # Should use the hourly value, not the per-minute one
+        assert state["reset_seconds"] == pytest.approx(1800, abs=2)
+
+    def test_falls_back_to_error_context_reset_at(self, rate_guard_env):
+        from agent.nous_rate_guard import record_nous_rate_limit, _state_path
+
+        future_reset = time.time() + 900
+        record_nous_rate_limit(
+            headers=None,
+            error_context={"reset_at": future_reset},
+        )
+
+        with open(_state_path()) as f:
+            state = json.load(f)
+        assert state["reset_at"] == pytest.approx(future_reset, abs=1)
+
+    def test_falls_back_to_default_cooldown(self, rate_guard_env):
+        from agent.nous_rate_guard import record_nous_rate_limit, _state_path
+
+        record_nous_rate_limit(headers=None)
+
+        with open(_state_path()) as f:
+            state = json.load(f)
+        # Default is 300 seconds (5 minutes)
+        assert state["reset_seconds"] == pytest.approx(300, abs=2)
+
+    def test_custom_default_cooldown(self, rate_guard_env):
+        from agent.nous_rate_guard import record_nous_rate_limit, _state_path
+
+        record_nous_rate_limit(headers=None, default_cooldown=120.0)
+
+        with open(_state_path()) as f:
+            state = json.load(f)
+        assert state["reset_seconds"] == pytest.approx(120, abs=2)
+
+    def test_creates_directory_if_missing(self, rate_guard_env):
+        from agent.nous_rate_guard import record_nous_rate_limit, _state_path
+
+        record_nous_rate_limit(headers={"retry-after": "10"})
+        assert os.path.exists(_state_path())
+
+
+class TestNousRateLimitRemaining:
+    """Test checking remaining rate limit time."""
+
+    def test_returns_none_when_no_file(self, rate_guard_env):
+        from agent.nous_rate_guard import nous_rate_limit_remaining
+
+        assert nous_rate_limit_remaining() is None
+
+    def test_returns_remaining_seconds_when_active(self, rate_guard_env):
+        from agent.nous_rate_guard import record_nous_rate_limit, nous_rate_limit_remaining
+
+        record_nous_rate_limit(headers={"x-ratelimit-reset-requests-1h": "600"})
+        remaining = nous_rate_limit_remaining()
+        assert remaining is not None
+        assert 595 < remaining <= 605  # ~600 seconds, allowing for test execution time
+
+    def test_returns_none_when_expired(self, rate_guard_env):
+        from agent.nous_rate_guard import nous_rate_limit_remaining, _state_path
+
+        # Write an already-expired state
+        state_dir = os.path.dirname(_state_path())
+        os.makedirs(state_dir, exist_ok=True)
+        with open(_state_path(), "w") as f:
+            json.dump({"reset_at": time.time() - 10, "recorded_at": time.time() - 100}, f)
+
+        assert nous_rate_limit_remaining() is None
+        # File should be cleaned up
+        assert not os.path.exists(_state_path())
+
+    def test_handles_corrupt_file(self, rate_guard_env):
+        from agent.nous_rate_guard import nous_rate_limit_remaining, _state_path
+
+        state_dir = os.path.dirname(_state_path())
+        os.makedirs(state_dir, exist_ok=True)
+        with open(_state_path(), "w") as f:
+            f.write("not valid json{{{")
+
+        assert nous_rate_limit_remaining() is None
+
+
+class TestClearNousRateLimit:
+    """Test clearing rate limit state."""
+
+    def test_clears_existing_file(self, rate_guard_env):
+        from agent.nous_rate_guard import (
+            record_nous_rate_limit,
+            clear_nous_rate_limit,
+            nous_rate_limit_remaining,
+            _state_path,
+        )
+
+        record_nous_rate_limit(headers={"retry-after": "600"})
+        assert nous_rate_limit_remaining() is not None
+
+        clear_nous_rate_limit()
+        assert nous_rate_limit_remaining() is None
+        assert not os.path.exists(_state_path())
+
+    def test_clear_when_no_file(self, rate_guard_env):
+        from agent.nous_rate_guard import clear_nous_rate_limit
+
+        # Should not raise
+        clear_nous_rate_limit()
+
+
+class TestFormatRemaining:
+    """Test human-readable duration formatting."""
+
+    def test_seconds(self):
+        from agent.nous_rate_guard import format_remaining
+
+        assert format_remaining(30) == "30s"
+
+    def test_minutes(self):
+        from agent.nous_rate_guard import format_remaining
+
+        assert format_remaining(125) == "2m 5s"
+
+    def test_exact_minutes(self):
+        from agent.nous_rate_guard import format_remaining
+
+        assert format_remaining(120) == "2m"
+
+    def test_hours(self):
+        from agent.nous_rate_guard import format_remaining
+
+        assert format_remaining(3720) == "1h 2m"
+
+
+class TestParseResetSeconds:
+    """Test header parsing for reset times."""
+
+    def test_case_insensitive_headers(self, rate_guard_env):
+        from agent.nous_rate_guard import _parse_reset_seconds
+
+        headers = {"X-Ratelimit-Reset-Requests-1h": "1200"}
+        assert _parse_reset_seconds(headers) == 1200.0
+
+    def test_returns_none_for_empty_headers(self):
+        from agent.nous_rate_guard import _parse_reset_seconds
+
+        assert _parse_reset_seconds(None) is None
+        assert _parse_reset_seconds({}) is None
+
+    def test_ignores_zero_values(self):
+        from agent.nous_rate_guard import _parse_reset_seconds
+
+        headers = {"x-ratelimit-reset-requests-1h": "0"}
+        assert _parse_reset_seconds(headers) is None
+
+    def test_ignores_invalid_values(self):
+        from agent.nous_rate_guard import _parse_reset_seconds
+
+        headers = {"x-ratelimit-reset-requests-1h": "not-a-number"}
+        assert _parse_reset_seconds(headers) is None
+
+
+class TestAuxiliaryClientIntegration:
+    """Test that the auxiliary client respects the rate guard."""
+
+    def test_try_nous_skips_when_rate_limited(self, rate_guard_env, monkeypatch):
+        from agent.nous_rate_guard import record_nous_rate_limit
+
+        # Record a rate limit
+        record_nous_rate_limit(headers={"retry-after": "600"})
+
+        # Mock _read_nous_auth to return valid creds (would normally succeed)
+        import agent.auxiliary_client as aux
+        monkeypatch.setattr(aux, "_read_nous_auth", lambda: {
+            "access_token": "test-token",
+            "inference_base_url": "https://api.nous.test/v1",
+        })
+
+        result = aux._try_nous()
+        assert result == (None, None)
+
+    def test_try_nous_works_when_not_rate_limited(self, rate_guard_env, monkeypatch):
+        import agent.auxiliary_client as aux
+
+        # No rate limit recorded — _try_nous should proceed normally
+        # (will return None because no real creds, but won't be blocked
+        # by the rate guard)
+        monkeypatch.setattr(aux, "_read_nous_auth", lambda: None)
+        result = aux._try_nous()
+        assert result == (None, None)