"""Plugin hook / middleware / event-bus / system-prompt-section dispatch. Mixed into :class:`hermes_cli.plugins.PluginManager`. ``_resolve_hook_callback_timeout`` stays on the origin (tests patch it there) and is looked up lazily. """ from __future__ import annotations import asyncio import contextvars import copy import inspect import logging import queue import re import threading import time import types from dataclasses import dataclass from typing import Any, Callable, Dict, List, Mapping, Optional, Set, Union from hermes_cli.middleware import OBSERVER_SCHEMA_VERSION logger = logging.getLogger("hermes_cli.plugins") # Allowlist of agent-turn hot-path hooks bounded by plugins.hook_callback_timeout (fail-open: # abandon without join — joining reintroduced a shutdown hang). Unlisted hooks run synchronously. # Intentionally unbounded: on_session_finalize/reset (last-chance flush — abandon can lose state); # subagent_start (observer); pre_gateway_dispatch (policy gate — neither fail mode is acceptable); # pre/post_approval_* (approval UX has its own timeout); kanban_* (own heartbeat/stale reclaim). # The goal is to stop a hung Python plugin callback from wedging the conversation loop (#76821) without # joining the worker (avoids the #6622 ThreadPoolExecutor shutdown hang). Hooks not listed below run # synchronously to completion. (on_session_start/end stay bounded — they sit on the common session-boundary # path.) - subagent_start — observer only; blocking delegation belongs in pre_tool_call. Lower frequency # than tool/LLM hooks. Abandoning is unsafe either way (fail-open skips auth-like checks; fail-closed can # drop legitimate messages). Prefer finish-or-exception fallthrough. - pre_approval_request / # post_approval_response — observers only (cannot veto); the approval UX already has its own timeout; not on # the tool loop hot path. - kanban_task_* — fire after the board DB commit, observers only, in # dispatcher/worker processes; kanban has its own heartbeat/stale reclaim. Abandon-without-join also leaves # a daemon thread that may still mutate shared state — safer for value-returning observers than for # gates/flushes. _HOOK_TIMEOUT_BOUNDED_HOOKS: Set[str] = { "post_tool_call", "transform_terminal_output", "transform_tool_result", "transform_llm_output", "pre_llm_call", "post_llm_call", "pre_api_request", "post_api_request", "api_request_error", "pre_auxiliary_call", "post_auxiliary_call", "pre_verify", "on_session_start", "on_session_end", } # Policy hooks: timeout / still-running must fail closed (block the tool). _HOOK_TIMEOUT_FAIL_CLOSED_HOOKS: Set[str] = {"pre_tool_call"} # Documented parent-thread serialization contract — never run on a timeout worker (hooks.md). _HOOK_CALLER_THREAD_HOOKS: Set[str] = {"subagent_stop"} # After a timeout, suppress the same callback this long so a hung hook cannot pile up threads. _HOOK_TIMEOUT_SUPPRESSION_SECONDS = 60.0 # Live workers a hung callback may accumulate before it is skipped outright (#105223 / #98382). _HOOK_MAX_ABANDONED_WORKERS = 3 _PRE_TOOL_CALL_TIMEOUT_BLOCK_MESSAGE = "pre_tool_call plugin callback timed out or is still running" def _policy_error_block_directive(hook_name: str, cb: Callable, exc: BaseException) -> Dict[str, str]: """Block directive for a fail-closed hook whose callback raised: names the callback and the error (truncated — a hook that embeds tool args in its exception must not grow the tool result) so the operator can tell a crashing guard from a slow one.""" callback_name = getattr(cb, "__name__", repr(cb)) return {"action": "block", "message": f"{hook_name} plugin callback {callback_name} raised {type(exc).__name__}: {str(exc)[:200]}"} # System-prompt sections are tightly bounded: they become high-trust prompt bytes charged every turn. SYSTEM_PROMPT_SECTION_POSITIONS = frozenset({"after_memory"}) DEFAULT_SYSTEM_PROMPT_SECTION_MAX_CHARS = 4_000 MAX_SYSTEM_PROMPT_SECTION_CHARS = 4_000 MAX_SYSTEM_PROMPT_SECTIONS = 32 MAX_SYSTEM_PROMPT_SECTIONS_TOTAL_CHARS = 8_000 _SYSTEM_PROMPT_SECTION_ID_RE = re.compile(r"^[a-z0-9][a-z0-9._-]{0,127}$") _SYSTEM_PROMPT_SECTION_HEADING_PREFIX = "## Plugin Context: " PLUGIN_SECTIONS_START = "" PLUGIN_SECTIONS_END = "" def is_valid_system_prompt_section_id(value: Any) -> bool: """Return whether *value* is a stable, heading-safe section identifier.""" return isinstance(value, str) and bool(_SYSTEM_PROMPT_SECTION_ID_RE.fullmatch(value)) def format_system_prompt_section(section_id: str, content: str) -> str: """Render an auditable, length-framed block recoverable from the full prompt.""" return ( f"{_SYSTEM_PROMPT_SECTION_HEADING_PREFIX}{section_id}\n" f"\n\n{content}") def format_system_prompt_sections(sections: list) -> str: """Render the canonical container used for persistence recovery.""" if not sections: return "" blocks = [format_system_prompt_section(item.id, item.content) for item in sections] return f"{PLUGIN_SECTIONS_START}\n" + "\n\n".join(blocks) + f"\n{PLUGIN_SECTIONS_END}" # Reserved event namespace prefix — only core may publish ``hermes:``. HERMES_EVENT_NAMESPACE = "hermes" # Event recursion depth cap (subscribers may emit); over-deep emits are dropped with a warning. _EVENT_EMIT_DEPTH_CAP = 8 # Max queued + running events per manager generation; emit never waits — a full budget drops. _EVENT_PENDING_CAP = 64 _EVENT_WORKER_STOP = object() @dataclass(frozen=True) class PluginSystemPromptSection: """A plugin-owned section rendered once for each new session.""" id: str content: Union[str, Callable[[Mapping[str, Any]], str]] position: str max_chars: int plugin: str @dataclass(frozen=True) class RenderedPluginSystemPromptSection: """Validated prompt bytes frozen on the owning AIAgent.""" id: str content: str position: str plugin: str @dataclass(frozen=True) class _EventSubscription: """Host-owned subscription ledger entry.""" owner: str callback: Callable @dataclass(frozen=True) class _QueuedPluginEvent: """Immutable dispatch envelope consumed by the event worker.""" event: str payload: Dict[str, Any] subscriptions: tuple[_EventSubscription, ...] depth: int generation: int # The emitter's contextvars: the single worker thread serves every profile, so each delivery # runs under the profile scope the emit happened in (#118538). context: contextvars.Context # Hook callback timeout (non-blocking abandon). Default cap per Python hook callback; overridden by # ``plugins.hook_callback_timeout``. Shell hooks enforce their own subprocess timeout. _HOOK_CALLBACK_TIMEOUT_SECS = 30.0 _MAX_HOOK_CALLBACK_TIMEOUT_SECS = 600.0 _HOOK_SKIPPED = object() # returned by _run_hook_callback_bounded on skip/timeout def _hook_call_identity(kwargs: Dict[str, Any]) -> Optional[str]: """Identity of the call this callback fires for, or ``None`` when the event has none. Concurrent invocations of the same tool in one session must not collapse into one gate key: they are different work, and treating the second as a duplicate drops the hook as if a callback had timed out (upstream #98382). The identity is already in the payload; nothing new is plumbed. Deliberately not ``api_request_id`` — one API request carries many tool calls, which would re-collapse the keys. """ for field in ("tool_call_id", "turn_id"): value = kwargs.get(field) if isinstance(value, str) and value: return value return None def _hook_uses_callback_timeout(hook_name: str, timeout: float) -> bool: """Whether *hook_name* should run under the non-blocking timeout path.""" if timeout <= 0 or hook_name in _HOOK_CALLER_THREAD_HOOKS: return False return hook_name in _HOOK_TIMEOUT_BOUNDED_HOOKS or hook_name in _HOOK_TIMEOUT_FAIL_CLOSED_HOOKS class PluginDispatchMixin: @staticmethod def _hook_callback_kwargs(callback: Callable, payload: Dict[str, Any]) -> Dict[str, Any]: """The slice of *payload* a callback accepts: everything for ``**kwargs`` (or un-introspectable) callbacks, only declared names for narrow legacy signatures.""" try: parameters = inspect.signature(callback).parameters except (TypeError, ValueError): return dict(payload) # no introspectable signature if any(p.kind == inspect.Parameter.VAR_KEYWORD for p in parameters.values()): return dict(payload) keyword_kinds = {inspect.Parameter.POSITIONAL_OR_KEYWORD, inspect.Parameter.KEYWORD_ONLY} return { name: value for name, value in payload.items() if name in parameters and parameters[name].kind in keyword_kinds } @classmethod def _invoke_hook_callback(cls, callback: Callable, payload: Dict[str, Any]) -> Any: """Invoke a hook while withholding additive fields from narrow legacy callbacks. An ``async def`` callback returns a coroutine; resolve it the way plugin slash commands are (loop-safe), otherwise the bare coroutine object is appended to the results and the plugin's body never runs (#12449). """ from hermes_cli.plugins import resolve_plugin_command_result return resolve_plugin_command_result(callback(**cls._hook_callback_kwargs(callback, payload))) def invoke_hook(self, hook_name: str, **kwargs: Any) -> List[Any]: """Call all callbacks for *hook_name*; return their non-``None`` results. Payloads evolve additively: ``**kwargs`` callbacks get everything, narrow signatures only what they declare. Each callback is isolated. Bounded hooks and ``pre_tool_call`` run under ``plugins.hook_callback_timeout`` (worker abandoned, never joined); ``pre_tool_call`` fails closed with a block directive, others skip. ``_HOOK_CALLER_THREAD_HOOKS`` always run on the caller thread. ``pre_llm_call`` may return ``{"context": "..."}`` (or a str) to inject. """ from hermes_cli.plugins import _resolve_hook_callback_timeout # Gateway platform events define event-local envelopes; a bus-wide version here would turn # unrelated adapter payloads into one monolithic compatibility contract. if hook_name != "gateway_platform_event": kwargs.setdefault("telemetry_schema_version", OBSERVER_SCHEMA_VERSION) results: List[Any] = [] timeout = _resolve_hook_callback_timeout() use_timeout = _hook_uses_callback_timeout(hook_name, timeout) fail_closed = hook_name in _HOOK_TIMEOUT_FAIL_CLOSED_HOOKS for cb in self._hooks.get(hook_name, []): try: if use_timeout: ret = self._run_hook_callback_bounded(hook_name, cb, kwargs, timeout) if ret is _HOOK_SKIPPED: if fail_closed: # policy hook: fail closed with a block directive results.append({"action": "block", "message": _PRE_TOOL_CALL_TIMEOUT_BLOCK_MESSAGE}) continue else: ret = self._invoke_hook_callback(cb, kwargs) if ret is not None: results.append(ret) except (Exception, SystemExit) as exc: self._report_hook_failure(hook_name, cb, kwargs, exc) if fail_closed: # a guard that raised made no decision: same veto as a timeout results.append(_policy_error_block_directive(hook_name, cb, exc)) return results def _report_hook_failure( self, hook_name: str, cb: Callable, kwargs: Dict[str, Any], exc: BaseException, *, surface: str = "Hook" ) -> None: """One WARNING per distinct (hook, callback, error); identical repeats at DEBUG. A callback whose signature names a parameter the hook never sends (``tool_data`` instead of ``tool_name``/``args``) fails identically on every tool call — ~1700 WARNING lines an hour that bury real signals (#111922). The first report names the fields the hook does provide so the plugin author can fix the signature. The key names the callback by module/qualname (not ``id()``, which CPython recycles across plugin reloads) and truncates the message so a hook that embeds tool args in its error cannot grow the set per call; the set is cleared on unload alongside the timeout-suppression map. """ callback_name = getattr(cb, "__name__", repr(cb)) key = (hook_name, getattr(cb, "__module__", ""), getattr(cb, "__qualname__", callback_name), type(exc).__name__, str(exc)[:200]) if key in self._hook_failures_reported: logger.debug("%s '%s' callback %s raised again: %s", surface, hook_name, callback_name, exc) return self._hook_failures_reported.add(key) logger.warning( "%s '%s' callback %s raised: %s (%s provides: %s; identical failures are logged at DEBUG from now on)", surface, hook_name, callback_name, exc, surface.lower(), ", ".join(sorted(kwargs)) or "no fields") def _run_hook_callback_bounded( self, hook_name: str, cb: Callable, kwargs: Dict[str, Any], timeout: float ) -> Any: """Run one callback on a daemon worker with a wall-clock cap; ``_HOOK_SKIPPED`` when suppressed, still running for this call id, over the abandoned-worker cap, timed out (worker abandoned, never joined), or the worker could not be started. Exceptions propagate.""" callback_name = getattr(cb, "__name__", repr(cb)) # Suppression is a fact about the CALLBACK — a hung one must keep its back-off — # so that key stays coarse. The gate must instead tell CONCURRENT CALLS apart. suppression_key = (hook_name, id(cb)) gate_key = (*suppression_key, _hook_call_identity(kwargs)) token = object() with self._hook_timeout_lock: suppressed_until = self._hook_timeout_suppressed_until.get(suppression_key) if (gate_key in self._hook_running_callbacks or (suppressed_until is not None and suppressed_until > time.monotonic())): logger.warning( "Hook '%s' callback %s skipped after previous " "timeout or while still running", hook_name, callback_name) return _HOOK_SKIPPED # Workers abandoned on timeout still hold threads. Once the suppression window has # passed, a fresh call id may start a new worker (a hung guard must not fail every # later tool call closed until restart, #105223), but only up to a small cap per # callback — expiring the bookkeeping while the hung worker lives must not leak a # thread per call (#98382). At the cap the callback keeps being skipped (fail-closed # for pre_tool_call) until one of its workers finishes and releases its slot. abandoned = self._hook_abandoned.get(suppression_key) if abandoned and len(abandoned) >= _HOOK_MAX_ABANDONED_WORKERS: logger.warning( "Hook '%s' callback %s (%s) skipped: %d abandoned worker(s) still running — " "the plugin is hung; fix or disable it (retried when a worker finishes)", hook_name, callback_name, getattr(cb, "__module__", "unknown plugin"), len(abandoned)) return _HOOK_SKIPPED if suppressed_until is not None: self._hook_timeout_suppressed_until.pop(suppression_key, None) self._hook_running_callbacks[gate_key] = token context = contextvars.copy_context() done = threading.Event() outcome: Dict[str, Any] = {} failure: Dict[str, BaseException] = {} def _release_token() -> None: with self._hook_timeout_lock: if self._hook_running_callbacks.get(gate_key) is token: self._hook_running_callbacks.pop(gate_key, None) abandoned = self._hook_abandoned.get(suppression_key) if abandoned is not None: abandoned.discard(gate_key) if not abandoned: self._hook_abandoned.pop(suppression_key, None) def _runner() -> None: try: outcome["value"] = context.run(self._invoke_hook_callback, cb, kwargs) except BaseException as exc: failure["exc"] = exc finally: _release_token() done.set() thread = threading.Thread(target=_runner, name=f"hermes-hook-{callback_name}"[:40], daemon=True) try: thread.start() except RuntimeError as exc: _release_token() # the runner's finally never runs when OS thread creation fails logger.warning( "Hook '%s' callback %s worker failed to start: %s — skipping", hook_name, callback_name, exc) return _HOOK_SKIPPED if not done.wait(timeout=timeout): # do not join — that would reintroduce the hang with self._hook_timeout_lock: # See #6622. self._hook_timeout_suppressed_until[suppression_key] = ( time.monotonic() + self._hook_timeout_suppression_seconds) # The worker may have finished (and released its token) between the wait # expiring and this lock; recording it as abandoned then would block the # callback for that call id until reload with no thread behind it. if self._hook_running_callbacks.get(gate_key) is token: self._hook_abandoned.setdefault(suppression_key, set()).add(gate_key) logger.warning( "Hook '%s' callback %s timed out after %gs — skipping", hook_name, callback_name, timeout) return _HOOK_SKIPPED if "exc" in failure: raise failure["exc"] return outcome.get("value") def _subscribe_event(self, owner: str, event: str, callback: Callable) -> None: """Add an owner-tagged event subscription in registration order.""" if not callable(callback): raise TypeError("Event subscriber callback must be callable") with self._event_lock: self._subscriptions.setdefault(event, []).append(_EventSubscription(owner, callback)) def _remove_plugin_subscriptions(self, owner: str) -> int: """Remove every subscription owned by *owner*; return the count. Queued envelopes re-check membership per callback, so this also cancels already-snapshotted deliveries. TODO(#64229): when the central plugin ownership ledger / registration handles land, route this owner-tagged bookkeeping through that ledger so per-plugin unload cancels event subscriptions alongside every other registration surface. This method is the integration seam. """ removed = 0 with self._event_lock: for event in list(self._subscriptions): entries = self._subscriptions[event] retained = [entry for entry in entries if entry.owner != owner] removed += len(entries) - len(retained) if retained: self._subscriptions[event] = retained else: del self._subscriptions[event] return removed def _ensure_event_worker_locked(self) -> None: worker = self._event_worker if worker is not None and worker.is_alive(): return worker = threading.Thread( target=self._event_worker_loop, args=(self._event_queue,), name="hermes-plugin-events", daemon=True, ) self._event_worker = worker worker.start() def _event_worker_loop(self, dispatch_queue: queue.Queue[Any]) -> None: while True: item = dispatch_queue.get() try: if item is _EVENT_WORKER_STOP: return self._deliver_event(item) finally: if item is not _EVENT_WORKER_STOP: self._mark_event_done(item.generation) dispatch_queue.task_done() def _mark_event_done(self, generation: int) -> None: with self._event_idle: pending = self._event_pending_by_generation.get(generation, 0) if pending > 0: self._event_pending_by_generation[generation] = pending - 1 self._event_idle.notify_all() def _deliver_event(self, item: _QueuedPluginEvent) -> None: """Deliver one queued event on the host-owned worker thread.""" from hermes_cli.plugins import resolve_plugin_command_result with self._event_lock: if item.generation != self._event_generation: return previous_depth = getattr(self._emit_depth, "value", 0) self._emit_depth.value = item.depth try: for subscription in item.subscriptions: with self._event_lock: if item.generation != self._event_generation: break # Owner unload may have removed this entry after the event was queued. if not any(cur is subscription for cur in self._subscriptions.get(item.event, [])): continue callback = subscription.callback try: # Fresh deep copy per subscriber: no callback can mutate what the next sees. resolve_plugin_command_result( item.context.copy().run(callback, **copy.deepcopy(item.payload))) except (Exception, SystemExit) as exc: # A subscriber that fails identically on every emit is reported once (#111922). self._report_hook_failure(item.event, callback, item.payload, exc, surface="Event") finally: self._emit_depth.value = previous_depth def _wait_for_event_dispatch(self, timeout: float = 2.0) -> bool: """Wait for the current event generation to become idle (test helper).""" with self._event_idle: generation = self._event_generation return self._event_idle.wait_for( lambda: self._event_pending_by_generation.get(generation, 0) == 0, timeout=timeout) def _dispatch_event(self, event: str, payload: Dict[str, Any]) -> int: """Queue *event* without blocking; return the subscriber count scheduled. Pending work is bounded per generation so a blocking subscriber costs one worker and later emits drop.""" depth = getattr(self._emit_depth, "value", 0) if depth >= _EVENT_EMIT_DEPTH_CAP: logger.warning( "Event bus recursion cap (%d) exceeded while dispatching '%s' " "— dropping this emit to prevent an infinite loop", _EVENT_EMIT_DEPTH_CAP, event) return 0 budget_msg = "Event bus pending budget (%d) exhausted while dispatching '%s' — dropping this emit" with self._event_lock: subscriptions = tuple(self._subscriptions.get(event, [])) if not subscriptions: return 0 generation = self._event_generation pending = self._event_pending_by_generation.get(generation, 0) if pending >= _EVENT_PENDING_CAP: logger.warning(budget_msg, _EVENT_PENDING_CAP, event) return 0 item = _QueuedPluginEvent( event=event, payload=dict(payload), subscriptions=subscriptions, depth=depth + 1, generation=generation, context=contextvars.copy_context()) try: self._event_queue.put_nowait(item) except queue.Full: logger.warning(budget_msg, _EVENT_PENDING_CAP, event) return 0 self._event_pending_by_generation[generation] = pending + 1 self._ensure_event_worker_locked() return len(subscriptions) def has_hook(self, hook_name: str) -> bool: """Return True when at least one callback is registered for a hook.""" return bool(self._hooks.get(hook_name)) async def ainvoke_hook(self, hook_name: str, **kwargs: Any) -> List[Any]: """:meth:`invoke_hook` for callers that are already on an event loop. Same payload narrowing, per-callback isolation and result contract. The difference is where an ``async def`` callback runs: here it is awaited on the caller's own loop, so a callback that awaits anything scheduled on that loop can make progress. Through the sync path it runs on a helper thread while the caller blocks in ``done.wait()`` — on the gateway that stalls the whole event loop for the callback's duration. Sync callbacks run inline. Bounded hooks keep ``plugins.hook_callback_timeout`` via ``asyncio.wait_for`` (the coroutine is cancelled, not abandoned); a timed-out ``pre_tool_call`` fails closed. """ from hermes_cli.plugins import _resolve_hook_callback_timeout if hook_name != "gateway_platform_event": kwargs.setdefault("telemetry_schema_version", OBSERVER_SCHEMA_VERSION) results: List[Any] = [] timeout = _resolve_hook_callback_timeout() use_timeout = _hook_uses_callback_timeout(hook_name, timeout) fail_closed = hook_name in _HOOK_TIMEOUT_FAIL_CLOSED_HOOKS for cb in self._hooks.get(hook_name, []): callback_name = getattr(cb, "__name__", repr(cb)) try: ret = cb(**self._hook_callback_kwargs(cb, kwargs)) if inspect.isawaitable(ret): ret = await (asyncio.wait_for(ret, timeout) if use_timeout else ret) if ret is not None: results.append(ret) except asyncio.TimeoutError: logger.warning("Hook '%s' callback %s timed out after %.0fs", hook_name, callback_name, timeout) if fail_closed: # policy hook: fail closed with a block directive results.append({"action": "block", "message": _PRE_TOOL_CALL_TIMEOUT_BLOCK_MESSAGE}) except (Exception, SystemExit) as exc: # Same isolation + failure contract as the sync path (#111922 warn-once, #109624 # a raising policy guard fails closed). self._report_hook_failure(hook_name, cb, kwargs, exc) if fail_closed: results.append(_policy_error_block_directive(hook_name, cb, exc)) return results def iter_hook_callbacks(self, hook_name: str) -> tuple[Callable, ...]: """Return a stable snapshot of callbacks registered for a hook.""" return tuple(self._hooks.get(hook_name, ())) def render_system_prompt_sections( self, session_info: Mapping[str, Any] ) -> List[RenderedPluginSystemPromptSection]: """Render all registered sections deterministically and fail open.""" frozen_info = types.MappingProxyType(dict(session_info)) rendered: List[RenderedPluginSystemPromptSection] = [] total_chars = len(PLUGIN_SECTIONS_START) + len(PLUGIN_SECTIONS_END) + 2 for _section_id, section in sorted(self._system_prompt_sections.items()): if len(rendered) >= MAX_SYSTEM_PROMPT_SECTIONS: logger.warning( "Plugin system prompt section %s exceeded the section-count " "budget (%d) and was skipped", section.id, MAX_SYSTEM_PROMPT_SECTIONS) continue text = self._render_prompt_section_text(section, frozen_info) if text is None: continue rendered_chars = len(format_system_prompt_section(section.id, text)) if rendered: rendered_chars += 2 # canonical ``\n\n`` separator if total_chars + rendered_chars > MAX_SYSTEM_PROMPT_SECTIONS_TOTAL_CHARS: logger.warning( "Plugin system prompt section %s (%s) exceeded the aggregate " "session budget (%d chars) and was skipped", section.id, section.plugin, MAX_SYSTEM_PROMPT_SECTIONS_TOTAL_CHARS) continue rendered.append( RenderedPluginSystemPromptSection( id=section.id, content=text, position=section.position, plugin=section.plugin)) total_chars += rendered_chars logger.info( "Session plugin prompt section: id=%s plugin=%s position=%s chars=%d", section.id, section.plugin, section.position, len(text)) return rendered @staticmethod def _render_prompt_section_text( section: PluginSystemPromptSection, frozen_info: Mapping[str, Any] ) -> Optional[str]: """Evaluate one section; return its stripped text or None (with a warning) when skipped.""" def _skip(detail: str, *args: Any) -> None: logger.warning( "Plugin system prompt section %s (%s) " + detail, section.id, section.plugin, *args) try: value = section.content(frozen_info) if callable(section.content) else section.content except (Exception, SystemExit) as exc: _skip("raised and was skipped: %s", exc) return None if not isinstance(value, str): _skip("returned %s, not str; skipped", type(value).__name__) return None text = value.strip() if not text: return None if PLUGIN_SECTIONS_START in text or PLUGIN_SECTIONS_END in text: _skip("contained a reserved persistence marker and was skipped") return None if len(text) > section.max_chars: _skip("exceeded max_chars (%d > %d) and was skipped", len(text), section.max_chars) return None return text def has_middleware(self, kind: str) -> bool: """Return True when at least one callback is registered for middleware.""" return bool(self._middleware.get(kind)) def invoke_middleware(self, kind: str, **kwargs: Any) -> List[Any]: """Call middleware callbacks for *kind* (each isolated); return non-``None`` results.""" results: List[Any] = [] for cb in self._middleware.get(kind, []): try: ret = cb(**kwargs) if ret is not None: results.append(ret) except (Exception, SystemExit) as exc: # Runs once per tool call like a hook, so a mis-declared callback floods identically. self._report_hook_failure(kind, cb, kwargs, exc, surface="Middleware") return results