Persistent /goal loop control and completion logic

NousResearch/hermes-agent · cluster 26986 · agent

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2 open items. Fix merged in #67997. Check it covers your case.

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Yes. 12 related items grouped here, 3 issues already closed.
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A fix was merged to main in PR #67997. Check it covers your case. No release data is tracked.
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The maintainers' tracker marks this partially resolved, deciding PRs #67997, #79680. That is separate from the fix event.
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2 issues and 0 PRs.

These issues and pull requests concern the /goal feature's loop behavior: when to stop, how agents signal completion, handling judge errors, and preventing over-continuation or spam.

Open issues2

  • Issue#26986Keep persistent goals active when the response explicitly reports incomplete work
  • Issue#29090[Bug]: After executing /goal on the Windows version, the /goal trigger will not stop automatically even when the goal is completed; instead, it keeps triggering until the maximum limit is reached.

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Fixes on record

Merged to main. A stamp counts the issues a fix is linked to.

  • #67997 fix(goals): auto-pause goal loop on consecutive judge transport failures

    merged to main

    files: hermes_cli/goals.py, hermes_cli/kanban.py, tests/cli/test_cli_goal_interrupt.py, tests/gateway/test_goal_verdict_send.py, tests/hermes_cli/test_goals.py, tests/hermes_cli/test_kanban_goal_mode.py, tests/tools/test_kanban_tools.py, tools/kanban_tools.py

    Show the diff
    • hermes_cli/goals.py
      @@ -66,6 +66,11 @@
       # exhausted with every reply shaped like `judge returned empty response` or
       # `judge reply was not JSON`.
       DEFAULT_MAX_CONSECUTIVE_PARSE_FAILURES = 3
      +# Transport failures (API auth errors 401, timeouts, DNS, etc.) are also
      +# tracked and auto-pause the loop after this many consecutive failures.
      +# A broken/invalid API key returns 401 every call — the loop must not
      +# run until the turn budget, wasting every turn on an unreachable judge.
      +DEFAULT_MAX_CONSECUTIVE_TRANSPORT_FAILURES = 5
       
       
       CONTINUATION_PROMPT_TEMPLATE = (
      @@ -399,6 +404,10 @@ class GoalState:
           last_reason: Optional[str] = None
           paused_reason: Optional[str] = None       # why we auto-paused (budget, etc.)
           consecutive_parse_failures: int = 0       # judge-output parse failures in a row
      +    # Transport failures are API/auth/network errors.  Broken API keys return
      +    # 401 every call — track them separately so the loop auto-pauses instead
      +    # of burning every turn budget slot on an unreachable judge.
      +    consecutive_transport_failures: int = 0   # judge API/transport errors in a row
           # User-added criteria appended mid-loop via the /subgoal command.
           # When non-empty the judge prompt and continuation prompt both
           # include them so the agent works toward them and the judge factors
      @@ -457,6 +466,7 @@ def from_json(cls, raw: str) -> "GoalState":
                   last_reason=data.get("last_reason"),
                   paused_reason=data.get("paused_reason"),
                   consecutive_parse_failures=int(data.get("consecutive_parse_failures", 0) or 0),
      +            consecutive_transport_failures=int(data.get("consecutive_transport_failures", 0) or 0),
                   subgoals=subgoals,
                   waiting_on_pid=(int(data["waiting_on_pid"]) if data.get("waiting_on_pid") else None),
                   waiting_on_session=(str(data["waiting_on_session"]) if data.get("waiting_on_session") else None),
      @@ -841,17 +851,23 @@ def judge_goal(
           subgoals: Optional[List[str]] = None,
           background_processes: Optional[List[Dict[str, Any]]] = None,
           contract: Optional[GoalContract] = None,
      -) -> Tuple[str, str, bool, Optional[Dict[str, Any]]]:
      +) -> Tuple[str, str, bool, Optional[Dict[str, Any]], bool]:
           """Ask the auxiliary model whether the goal is satisfied.
       
      -    Returns ``(verdict, reason, parse_failed, wait_directive)`` where verdict
      +    Returns ``(verdict, reason, parse_failed, wait_directive, transport_failed)`` where verdict
           is ``"done"``, ``"continue"``, ``"wait"``, or ``"skipped"`` (when the
           judge couldn't be reached). ``wait_directive`` is set only for ``"wait"``
           (``{"pid": int}`` or ``{"seconds": int}``); ``None`` otherwise.
       
           ``parse_failed`` is True only when the judge call succeeded but its output
           was unusable (empty or non-JSON). API/transport errors return False — they
      -    are transient and should fail-open silently. Callers use this flag to
      +    are transient and should fail-open silently.
      +
      +    ``transport_failed`` is True only when the judge couldn't reach the API at
      +    all (auth 401, timeout, DNS, connection error).  Repeated transport
      +    failures signal a permanent config problem (e.g. invalid API key).  Callers
      +    use this flag to auto-pause after N consecutive transport failures (see
      +    ``DEFAULT_MAX_CONSECUTIVE_TRANSPORT_FAILURES``). Callers use this flag to
           auto-pause after N consecutive parse failures (see
           ``DEFAULT_MAX_CONSECUTIVE_PARSE_FAILURES``).
       
      @@ -867,21 +883,23 @@ def judge_goal(
           judge prompt; when none are set, behavior is identical to the original
           free-form judge.
       
      -    This is deliberately fail-open: any error returns ``("continue", ..., False, None)``
      -    so a broken judge doesn't wedge progress — the turn budget and the
      -    consecutive-parse-failures auto-pause are the backstops.
      +    This is deliberately fail-open: transport errors return ``("continue", ..., ..., None, True)``
      +    — the ``transport_failed=True`` flag lets callers track and auto-pause after
      +    N consecutive transport failures (see
      +    ``DEFAULT_MAX_CONSECUTIVE_TRANSPORT_FAILURES``) so a permanently broken
      +    judge doesn't burn the entire turn budget.
           """
           if not goal.strip():
      -        return "skipped", "empty goal", False, None
      +        return "skipped", "empty goal", False, None, False
           if not last_response.strip():
               # No substantive reply this turn — almost certainly not done yet.
      -        return "continue", "empty response (nothing to evaluate)", False, None
      +        return "continue", "empty response (nothing to evaluate)", False, None, False
       
           try:
               from agent.auxiliary_client import call_llm
           except Exception as exc:
               logger.debug("goal judge: auxiliary client import failed: %s", exc)
      -        return "continue", "auxiliary client unavailable", False, None
      +        return "continue", "auxiliary client unavailable", False, None, False
       
           # Build the prompt. Priority: contract > subgoals > plain. When both a
           # contract and subgoals exist, the subgoals are appended into the
      @@ -941,7 +959,7 @@ def judge_goal(
               )
           except Exception as exc:
               logger.info("goal judge: API call failed (%s) — falling through to continue", exc)
      -        return "continue", f"judge error: {type(exc).__name__}", False, None
      +        return "continue", f"judge error: {type(exc).__name__}", False, None, True
       
           try:
               raw = resp.choices[0].message.content or ""
      @@ -954,7 +972,7 @@ def judge_goal(
               verdict, _truncate(reason, 120),
               f" wait={wait_directive}" if wait_directive else "",
           )
      -    return verdict, reason, parse_failed, wait_directive
      +    return verdict, reason, parse_failed, wait_directive, False
       
       
       def gather_background_processes(task_id: Optional[str] = None) -> List[Dict[str, Any]]:
      @@ -1425,7 +1443,7 @@ def evaluate_after_turn(
               state.turns_used += 1
               state.last_turn_at = time.time()
       
      -        verdict, reason, parse_failed, wait_directive = judge_goal(
      +        verdict, reason, parse_failed, wait_directive, transport_failed = judge_goal(
                   state.goal,
                   last_response,
                   subgoals=state.subgoals or None,
      @@ -1443,6 +1461,16 @@ def evaluate_after_turn(
               else:
                   state.consecutive_parse_failures = 0
       
      +        # Track consecutive transport failures separately — persistent API
      +        # errors (401 auth, DNS, timeout) signal a broken config, not
      +        # transient network flakiness.  Auto-pause after N consecutive
      +        # transport failures so a permanently broken judge doesn't burn
      +        # every turn budget slot on an unreachable API.
      +        if transport_failed:
      +            state.consecutive_transport_failures += 1
      +        else:
      +            state.consecutive_transport_failures = 0
      +
               # WAIT verdict: the judge decided the agent is blocked on async work
               # and re-poking now would be busy-work. Set the barrier and park —
               # the turn we just counted stands (the judge call happened), but no
      @@ -1480,6 +1508,36 @@ def evaluate_after_turn(
                       "message": f"✓ Goal achieved: {reason}",
                   }
       
      +        # Auto-pause when the judge cannot reach the API at all N turns in a
      +        # row (401 auth, DNS failure, timeout).  Persistent transport failures
      +        # signal a broken configuration (e.g. invalid API key), not transient
      +        # flakiness.  Without this guard, a permanently broken judge burns
      +        # every turn budget slot on an unreachable API.
      +        if state.consecutive_transport_failures >= DEFAULT_MAX_CONSECUTIVE_TRANSPORT_FAILURES:
      +            state.status = "paused"
      +            state.paused_reason = (
      +                f"judge API unreachable {state.consecutive_transport_failures} turns in a row "
      +                f"(check auxiliary.goal_judge provider/key in config.yaml)"
      +            )
      +            save_goal(self.session_id, state)
      +            return {
      +                "status": "paused",
      +                "should_continue": False,
      +                "continuation_prompt": None,
      +                "verdict": "continue",
      +                "reason": reason,
      +                "message": (
      +                    f"⏸ Goal paused — judge API returned errors "
      +                    f"({state.consecutive_transport_failures} turns). "
      +                    "Check the goal_judge provider/key in ~/.hermes/config.yaml:\n"
      +                    "  auxiliary:\n"
      +                    "    goal_judge:\n"
      +                    "      provider: deepseek\n"
      +                    "      model: deepseek-v4-flash\n"
      +                    "Then /goal resume to continue."
      +                ),
      +            }
      +
               # Auto-pause when the judge model can't produce the expected JSON
               # verdict N turns in a row. Points the user at the goal_judge config
               # so they can route this side task to a model that follows the
      @@ -1679,7 +1737,7 @@ def _log(msg: str) -> None:
               # The kanban worker loop has no wait-barrier concept (workers finish
               # via kanban_complete / kanban_block, not by parking), so a WAIT
               # verdict is treated as CONTINUE here.
      -        verdict, reason, _parse_failed, _wait = judge_goal(goal_text, last_response)
      +        verdict, reason, _parse_failed, _wait, _transport_failed = judge_goal(goal_text, last_response)
               if verdict == "wait":
                   verdict = "continue"
               _log(f"kanban goal loop: turn {turns_used}/{max_turns} verdict={verdict} reason={_truncate(reason, 120)}")
    • hermes_cli/kanban.py
      @@ -2016,10 +2016,11 @@ def _cmd_complete(args: argparse.Namespace) -> int:
                           reason = ""
                           try:
                               # judge_goal returns (verdict, reason, parse_failed,
      -                        # wait_directive) — see hermes_cli/goals.py. Unpacking
      -                        # fewer raises ValueError into the fail-open handler
      -                        # below, silently disabling the gate.
      -                        verdict, reason, _, _ = judge_goal(
      +                        # wait_directive, transport_failed) — see
      +                        # hermes_cli/goals.py. Unpacking fewer raises
      +                        # ValueError into the fail-open handler below,
      +                        # silently disabling the gate.
      +                        verdict, reason, _, _, _ = judge_goal(
                                   goal=f"{task.title}\n\n{task.body or ''}".strip(),
                                   last_response=(summary or args.result or "").strip(),
                               )
    • tests/cli/test_cli_goal_interrupt.py
      @@ -169,7 +169,7 @@ def test_clean_response_enqueues_continuation_when_judge_says_continue(
               # Force the judge to say "continue" without touching the network.
               with patch(
                   "hermes_cli.goals.judge_goal",
      -            return_value=("continue", "needs more steps", False, None),
      +            return_value=("continue", "needs more steps", False, None, False),
               ):
                   cli._maybe_continue_goal_after_turn()
       
      @@ -189,7 +189,7 @@ def test_clean_response_marks_done_when_judge_says_done(self, hermes_home):
       
               with patch(
                   "hermes_cli.goals.judge_goal",
      -            return_value=("done", "goal satisfied", False, None),
      +            return_value=("done", "goal satisfied", False, None, False),
               ):
                   cli._maybe_continue_goal_after_turn()
       
    • tests/gateway/test_goal_verdict_send.py
      @@ -107,7 +107,7 @@ async def test_goal_verdict_done_sent_via_adapter_send(hermes_home):
           mgr = GoalManager(session_entry.session_id)
           mgr.set("ship the feature")
       
      -    with patch("hermes_cli.goals.judge_goal", return_value=("done", "the feature shipped", False, None)):
      +    with patch("hermes_cli.goals.judge_goal", return_value=("done", "the feature shipped", False, None, False)):
               await runner._post_turn_goal_continuation(
                   session_entry=session_entry,
                   source=src,
      @@ -136,7 +136,7 @@ async def test_goal_verdict_continue_enqueues_continuation(hermes_home):
           mgr = GoalManager(session_entry.session_id)
           mgr.set("polish the docs")
       
      -    with patch("hermes_cli.goals.judge_goal", return_value=("continue", "still needs work", False, None)):
      +    with patch("hermes_cli.goals.judge_goal", return_value=("continue", "still needs work", False, None, False)):
               await runner._post_turn_goal_continuation(
                   session_entry=session_entry,
                   source=src,
      @@ -164,7 +164,7 @@ async def test_goal_verdict_budget_exhausted_sends_pause(hermes_home):
           state.turns_used = 2
           save_goal(session_entry.session_id, state)
       
      -    with patch("hermes_cli.goals.judge_goal", return_value=("continue", "keep going", False, None)):
      +    with patch("hermes_cli.goals.judge_goal", return_value=("continue", "keep going", False, None, False)):
               await runner._post_turn_goal_continuation(
                   session_entry=session_entry,
                   source=src,
      @@ -211,7 +211,7 @@ def __init__(self):
       
           runner.adapters[Platform.TELEGRAM] = _NoSendAdapter()
       
      -    with patch("hermes_cli.goals.judge_goal", return_value=("done", "ok", False, None)):
      +    with patch("hermes_cli.goals.judge_goal", return_value=("done", "ok", False, None, False)):
               # must not raise
               await runner._post_turn_goal_continuation(
                   session_entry=session_entry,
    • tests/hermes_cli/test_goals.py
      @@ -152,13 +152,13 @@ class TestJudgeGoal:
           def test_empty_goal_skipped(self):
               from hermes_cli.goals import judge_goal
       
      -        verdict, _, _, _wd = judge_goal("", "some response")
      +        verdict, _, _, _wd, _tf = judge_goal("", "some response")
               assert verdict == "skipped"
       
           def test_empty_response_continues(self):
               from hermes_cli.goals import judge_goal
       
      -        verdict, _, _, _wd = judge_goal("ship the thing", "")
      +        verdict, _, _, _wd, _tf = judge_goal("ship the thing", "")
               assert verdict == "continue"
       
           def test_no_aux_client_continues(self):
      @@ -169,7 +169,7 @@ def test_no_aux_client_continues(self):
                   "agent.auxiliary_client.call_llm",
                   side_effect=RuntimeError("No LLM provider configured"),
               ):
      -            verdict, _, _, _wd = goals.judge_goal("my goal", "my response")
      +            verdict, _, _, _wd, _tf = goals.judge_goal("my goal", "my response")
               assert verdict == "continue"
       
           def test_api_error_continues(self):
      @@ -180,7 +180,7 @@ def test_api_error_continues(self):
                   "agent.auxiliary_client.call_llm",
                   side_effect=RuntimeError("boom"),
               ):
      -            verdict, reason, _, _wd = goals.judge_goal("goal", "response")
      +            verdict, reason, _, _wd, _tf = goals.judge_goal("goal", "response")
               assert verdict == "continue"
               assert "judge error" in reason.lower()
       
      @@ -193,7 +193,7 @@ def test_judge_says_done(self):
                       choices=[MagicMock(message=MagicMock(content='{"done": true, "reason": "achieved"}'))]
                   ),
               ):
      -            verdict, reason, _, _wd = goals.judge_goal("goal", "agent response")
      +            verdict, reason, _, _wd, _tf = goals.judge_goal("goal", "agent response")
               assert verdict == "done"
               assert reason == "achieved"
       
      @@ -206,7 +206,7 @@ def test_judge_says_continue(self):
                       choices=[MagicMock(message=MagicMock(content='{"done": false, "reason": "not yet"}'))]
                   ),
               ):
      -            verdict, reason, _, _wd = goals.judge_goal("goal", "agent response")
      +            verdict, reason, _, _wd, _tf = goals.judge_goal("goal", "agent response")
               assert verdict == "continue"
               assert reason == "not yet"
       
      @@ -295,7 +295,7 @@ def test_evaluate_after_turn_done(self, hermes_home):
               mgr = GoalManager(session_id="eval-sid-1")
               mgr.set("ship it")
       
      -        with patch.object(goals, "judge_goal", return_value=("done", "shipped", False, None)):
      +        with patch.object(goals, "judge_goal", return_value=("done", "shipped", False, None, False)):
                   decision = mgr.evaluate_after_turn("I shipped the feature.")
       
               assert decision["verdict"] == "done"
      @@ -311,7 +311,7 @@ def test_evaluate_after_turn_continue_under_budget(self, hermes_home):
               mgr = GoalManager(session_id="eval-sid-2", default_max_turns=5)
               mgr.set("a long goal")
       
      -        with patch.object(goals, "judge_goal", return_value=("continue", "more work", False, None)):
      +        with patch.object(goals, "judge_goal", return_value=("continue", "more work", False, None, False)):
                   decision = mgr.evaluate_after_turn("made some progress")
       
               assert decision["verdict"] == "continue"
      @@ -329,7 +329,7 @@ def test_evaluate_after_turn_budget_exhausted(self, hermes_home):
               mgr = GoalManager(session_id="eval-sid-3", default_max_turns=2)
               mgr.set("hard goal")
       
      -        with patch.object(goals, "judge_goal", return_value=("continue", "not yet", False, None)):
      +        with patch.object(goals, "judge_goal", return_value=("continue", "not yet", False, None, False)):
                   d1 = mgr.evaluate_after_turn("step 1")
                   assert d1["should_continue"] is True
                   assert mgr.state.turns_used == 1
      @@ -438,9 +438,12 @@ def test_api_error_does_not_count_as_parse_failure(self):
                   "agent.auxiliary_client.call_llm",
                   side_effect=RuntimeError("connection reset"),
               ):
      -            verdict, _, parse_failed, _wd = goals.judge_goal("goal", "response")
      +            verdict, _, parse_failed, _wd, transport_failed = goals.judge_goal(
      +                "goal", "response"
      +            )
               assert verdict == "continue"
               assert parse_failed is False
      +        assert transport_failed is True
       
           def test_empty_judge_reply_flagged_as_parse_failure(self):
               """End-to-end: judge returns empty content → parse_failed=True."""
      @@ -450,7 +453,7 @@ def test_empty_judge_reply_flagged_as_parse_failure(self):
                   "agent.auxiliary_client.call_llm",
                   return_value=MagicMock(choices=[MagicMock(message=MagicMock(content=""))]),
               ):
      -            verdict, _, parse_failed, _wd = goals.judge_goal("goal", "response")
      +            verdict, _, parse_failed, _wd, _tf = goals.judge_goal("goal", "response")
               assert verdict == "continue"
               assert parse_failed is True
       
      @@ -464,7 +467,7 @@ def test_auto_pause_after_three_consecutive_parse_failures(self, hermes_home):
               mgr.set("do a thing")
       
               with patch.object(
      -            goals, "judge_goal", return_value=("continue", "judge returned empty response", True, None)
      +            goals, "judge_goal", return_value=("continue", "judge returned empty response", True, None, False)
               ):
                   d1 = mgr.evaluate_after_turn("step 1")
                   assert d1["should_continue"] is True
      @@ -493,7 +496,7 @@ def test_parse_failure_counter_resets_on_good_reply(self, hermes_home):
       
               # Two parse failures…
               with patch.object(
      -            goals, "judge_goal", return_value=("continue", "not json", True, None)
      +            goals, "judge_goal", return_value=("continue", "not json", True, None, False)
               ):
                   mgr.evaluate_after_turn("step 1")
                   mgr.evaluate_after_turn("step 2")
      @@ -501,29 +504,50 @@ def test_parse_failure_counter_resets_on_good_reply(self, hermes_home):
       
               # …then one clean reply resets the counter.
               with patch.object(
      -            goals, "judge_goal", return_value=("continue", "making progress", False, None)
      +            goals, "judge_goal", return_value=("continue", "making progress", False, None, False)
               ):
                   d = mgr.evaluate_after_turn("step 3")
                   assert d["should_continue"] is True
                   assert mgr.state.consecutive_parse_failures == 0
       
      -    def test_parse_failure_counter_not_incremented_by_api_errors(self, hermes_home):
      -        """API/transport errors must NOT count toward the auto-pause threshold."""
      +    def test_transport_failures_do_not_increment_parse_counter(self, hermes_home):
      +        """Transport failures use their own counter and a good reply resets both."""
               from hermes_cli import goals
               from hermes_cli.goals import GoalManager
       
               mgr = GoalManager(session_id="parse-fail-sid-3", default_max_turns=20)
               mgr.set("goal")
      +        assert mgr.state is not None
       
               with patch.object(
      -            goals, "judge_goal", return_value=("continue", "judge error: RuntimeError", False, None)
      +            goals,
      +            "judge_goal",
      +            return_value=(
      +                "continue",
      +                "judge error: RuntimeError",
      +                False,
      +                None,
      +                True,
      +            ),
               ):
      -            for _ in range(5):
      +            for _ in range(2):
                       d = mgr.evaluate_after_turn("still going")
                       assert d["should_continue"] is True
                   assert mgr.state.consecutive_parse_failures == 0
      +            assert mgr.state.consecutive_transport_failures == 2
                   assert mgr.state.status == "active"
       
      +        with patch.object(
      +            goals,
      +            "judge_goal",
      +            return_value=("continue", "making progress", False, None, False),
      +        ):
      +            d = mgr.evaluate_after_turn("recovered")
      +
      +        assert d["should_continue"] is True
      +        assert mgr.state.consecutive_parse_failures == 0
      +        assert mgr.state.consecutive_transport_failures == 0
      +
           def test_consecutive_parse_failures_persists_across_goalmanager_reloads(
               self, hermes_home
           ):
      @@ -535,7 +559,7 @@ def test_consecutive_parse_failures_persists_across_goalmanager_reloads(
               mgr.set("persistent goal")
       
               with patch.object(
      -            goals, "judge_goal", return_value=("continue", "empty", True, None)
      +            goals, "judge_goal", return_value=("continue", "empty", True, None, False)
               ):
                   mgr.evaluate_after_turn("r")
                   mgr.evaluate_after_turn("r")
      @@ -732,7 +756,7 @@ def _fake_call_llm(**kwargs):
                   return _FakeResp()
       
               with patch("agent.auxiliary_client.call_llm", side_effect=_fake_call_llm):
      -            verdict, reason, parse_failed, _wd = goals.judge_goal(
      +            verdict, reason, parse_failed, _wd, _tf = goals.judge_goal(
                       "ship the feature",
                       "ok shipped",
                       subgoals=["write tests", "update docs"],
      @@ -837,7 +861,7 @@ def test_parked_on_live_pid_does_not_continue_or_judge(self, hermes_home):
                   assert mgr.is_waiting() is True
       
                   # The judge must NOT be called while parked, and no turn is burned.
      -            judge = MagicMock(return_value=("continue", "x", False, None))
      +            judge = MagicMock(return_value=("continue", "x", False, None, False))
                   with patch.object(goals, "judge_goal", judge):
                       decision = mgr.evaluate_after_turn("still waiting on CI")
       
      @@ -869,7 +893,7 @@ def test_barrier_auto_clears_when_process_exits_and_loop_resumes(self, hermes_ho
               assert mgr.is_waiting() is False  # lazy auto-clear
               assert mgr.state.waiting_on_pid is None
       
      -        with patch.object(goals, "judge_goal", return_value=("continue", "more", False, None)):
      +        with patch.object(goals, "judge_goal", return_value=("continue", "more", False, None, False)):
                   decision = mgr.evaluate_after_turn("process finished, here are results")
       
               assert decision["verdict"] == "continue"
      @@ -886,7 +910,7 @@ def test_dead_pid_never_parks(self, hermes_home):
               # is_waiting clears the stale barrier immediately.
               assert mgr.is_waiting() is False
       
      -        with patch.object(goals, "judge_goal", return_value=("continue", "go", False, None)):
      +        with patch.object(goals, "judge_goal", return_value=("continue", "go", False, None, False)):
                   decision = mgr.evaluate_after_turn("response")
               assert decision["should_continue"] is True
       
      @@ -986,7 +1010,7 @@ def test_judge_wait_pid_parks_loop(self, hermes_home):
                   # Judge sees the running process and says wait-on-pid.
                   with patch.object(
                       goals, "judge_goal",
      -                return_value=("wait", "CI watcher still running", False, {"pid": proc.pid}),
      +                return_value=("wait", "CI watcher still running", False, {"pid": proc.pid}, False),
                   ):
                       decision = mgr.evaluate_after_turn(
                           "Pushed the PR, watching CI.",
      @@ -1020,7 +1044,7 @@ def test_judge_wait_seconds_parks_loop(self, hermes_home):
               mgr.set("retry after backoff")
               with patch.object(
                   goals, "judge_goal",
      -            return_value=("wait", "rate limited", False, {"seconds": 120}),
      +            return_value=("wait", "rate limited", False, {"seconds": 120}, False),
               ):
                   decision = mgr.evaluate_after_turn("Hit a 429, backing off.")
               assert decision["verdict"] == "wait"
      @@ -1050,7 +1074,7 @@ def test_continue_verdict_still_continues_with_background(self, hermes_home):
               mgr.set("do work")
               with patch.object(
                   goals, "judge_goal",
      -            return_value=("continue", "more to do", False, None),
      +            return_value=("continue", "more to do", False, None, False),
               ):
                   decision = mgr.evaluate_after_turn(
                       "made progress",
      @@ -1118,7 +1142,7 @@ def test_goal_parks_on_session_and_releases_on_trigger(self, hermes_home):
               mgr.set("wait for the build to succeed")
               with patch.object(
                   goals, "judge_goal",
      -            return_value=("wait", "blocked on build", False, {"session_id": "proc_t4"}),
      +            return_value=("wait", "blocked on build", False, {"session_id": "proc_t4"}, False),
               ):
                   decision = mgr.evaluate_after_turn(
                       "Started the build watcher.",
      @@ -1146,7 +1170,7 @@ def test_goal_parks_on_session_and_releases_on_trigger(self, hermes_home):
       
               # Loop resumes with a real judge verdict.
               with patch.object(goals, "judge_goal",
      -                          return_value=("continue", "build done", False, None)):
      +                          return_value=("continue", "build done", False, None, False)):
                   d3 = mgr.evaluate_after_turn("build succeeded")
               assert d3["should_continue"] is True
       
      @@ -1462,7 +1486,7 @@ def test_judge_prompt_carries_contract_and_background(self, hermes_home):
               }]
               with patch("agent.auxiliary_client.call_llm",
                          side_effect=self._capture_call_llm(captured)):
      -            verdict, reason, parse_failed, wait_directive = goals.judge_goal(
      +            verdict, reason, parse_failed, wait_directive, _tf = goals.judge_goal(
                       "ship the PR",
                       "I pushed and started the CI watcher; waiting on it now.",
                       contract=GoalContract(verification="PR CI goes green"),
      @@ -1492,7 +1516,7 @@ def test_contract_goal_can_still_complete_on_evidence(self, hermes_home):
                              captured,
                              content='{"verdict": "done", "reason": "CI is green, evidence shown"}',
                          )):
      -            verdict, reason, parse_failed, wait_directive = goals.judge_goal(
      +            verdict, reason, parse_failed, wait_directive, _tf = goals.judge_goal(
                       "ship the PR",
                       "CI finished: 30 passed, 0 failed. Done.",
                       contract=GoalContract(verification="PR CI goes green"),
    • tests/hermes_cli/test_kanban_goal_mode.py
      @@ -181,8 +181,8 @@ def _patch_judge(monkeypatch, verdicts):
       
           def _fake_judge(goal, response, subgoals=None, background_processes=None, **_kw):
               v = seq.pop(0) if seq else "done"
      -        # 4-tuple contract: (verdict, reason, parse_failed, wait_directive)
      -        return v, f"scripted:{v}", False, None
      +        # 5-tuple contract: verdict, reason, parse failure, wait, transport failure.
      +        return v, f"scripted:{v}", False, None, False
       
           monkeypatch.setattr(goals, "judge_goal", _fake_judge)
       
      @@ -347,10 +347,10 @@ def fake_complete_task(conn, tid, **kw):
                   lambda name: _aux_client,
               )
               # Match the real judge_goal contract:
      -        # (verdict, reason, parse_failed, wait_directive)
      +        # (verdict, reason, parse_failed, wait_directive, transport_failed)
               monkeypatch.setattr(
                   "hermes_cli.goals.judge_goal",
      -            lambda **kw: (verdict, reason, False, None),
      +            lambda **kw: (verdict, reason, False, None, False),
               )
       
               args = argparse.Namespace(task_ids=["t1"], summary=summary, result=None, metadata=None)
    • tests/tools/test_kanban_tools.py
      @@ -649,8 +649,8 @@ def test_complete_goal_mode_rejected_by_judge(monkeypatch, tmp_path):
           # judge is reachable, so force the availability probe True as well.
           def mock_judge_goal(goal, last_response, *, timeout=30.0, subgoals=None):
               # Match the real judge_goal contract:
      -        # (verdict, reason, parse_failed, wait_directive)
      -        return "continue", "missing verification evidence", False, None
      +        # (verdict, reason, parse_failed, wait_directive, transport_failed)
      +        return "continue", "missing verification evidence", False, None, False
       
           monkeypatch.setattr("tools.kanban_tools.judge_goal", mock_judge_goal)
           monkeypatch.setattr("tools.kanban_tools._goal_judge_available", lambda: True)
    • tools/kanban_tools.py
      @@ -603,11 +603,11 @@ def _handle_complete(args: dict, **kw) -> str:
                       reason = ""
                       try:
                           # judge_goal returns (verdict, reason, parse_failed,
      -                    # wait_directive) — see hermes_cli/goals.py. Unpacking
      -                    # fewer raises ValueError, which the defensive handler
      -                    # below swallows, leaving verdict="done" and silently
      -                    # disabling the gate.
      -                    verdict, reason, _, _ = judge_goal(
      +                    # wait_directive, transport_failed) — see
      +                    # hermes_cli/goals.py. Unpacking fewer raises ValueError,
      +                    # which the defensive handler below swallows, leaving
      +                    # verdict="done" and silently disabling the gate.
      +                    verdict, reason, _, _, _ = judge_goal(
                               goal=f"{task.title}\n\n{task.body or ''}".strip(),
                               last_response=(summary or result or "").strip(),
                           )
  • #79680 feat(goals): quality gates — deterministic commands that must pass before /goal completes

    merged to main

    files: gateway/run.py, gateway/slash_commands.py, hermes_cli/cli_commands_mixin.py, hermes_cli/commands.py, hermes_cli/goals.py, tests/hermes_cli/test_goal_gates.py, website/docs/user-guide/features/goals.md

5 PRs closed without merging

From the close comments: PR volume cleanup 1 · done elsewhere 1 · superseded by another PR 1 · other 2

  • #27752 fix(goals): pause loop when judge errors and response is terminal (#27585) · PR volume cleanup
  • #27760 fix(goals): add consecutive API error auto-pause to prevent goal spam (#27585) · other → #67997, #54387
  • #29318 fix(goal): stop the /goal loop when the agent says it is done (#29090) · other
  • #31766 feat(agent): add goal_manage tool for agent self-signaled goal completion · done elsewhere → 265bd59, #31718
  • #34343 fix(goals): stop /goal over-continuation on exploratory + scope-narrow goals (#34196, #34197) · superseded by another PR → #107938
Closed issues · 3
  • Closed#27585[Bug]: /goal can spam repeated completion messages when goal_judge errors fail-open to continue
  • Closed#31718Standing goals: agent should be able to signal completion and close the goal
  • Closed#34196/goal judge over-continues exploratory goals unless the assistant explicitly says the goal is complete
How this cluster was grouped
  • Link evidence (partly structural links): some members are connected by structural evidence (shared changed files, or a closing/superseded reference); the rest are joined by an automated relevance judgement over their text.
  • Members outside that structural core may belong to a different underlying problem.
  • Pairwise link density 0.13: the share of item pairs that carry a link, counting a structural link in full and a relevance-only link at 0.36. 1.00 means every pair is linked.

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At a glance

Subsystem
agent
Merged PRs
#67997, #79680
Closed issues
3
Attempts
5 PRs closed without merging
Fix link checked
6 Aug 2026

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