feat(webui): implement notifications and human-attention routing (#648)

Stale-runtime and runtime-mode mutation refusals previously shared the
permission-denial channel, so permission_report claimed a missing op the
active profile already held and recommended gitea_activate_profile.
Typed blocker_kind payloads report reconnect-only recovery for staleness,
omit permission_report for non-permission gates, and fail closed when a
permission_report would invent a missing permission the profile holds.

docs/webui-notifications.md

@@ -0,0 +1,81 @@
+# Web Console: Notifications & Human-Attention Routing (#648)
+
+- **Status:** Phase 3 Live
+- **Tracking Issue:** [#648](https://gitea.prgs.cc/Scaled-Tech-Consulting/Gitea-Tools/issues/648)
+- **Parent Epic:** [#631](https://gitea.prgs.cc/Scaled-Tech-Consulting/Gitea-Tools/issues/631)
+- **Attention Boundary Reference:** [#628](https://gitea.prgs.cc/Scaled-Tech-Consulting/Gitea-Tools/issues/628)
+
+---
+
+## 1. Overview
+
+The **Notifications & Human-Attention Console** (`/notifications`, `/api/v1/notifications`) provides intelligent event classification and human-attention routing for autonomous workflow operations.
+
+To prevent alert fatigue while ensuring critical escalation boundaries are never missed, events are classified into three distinct **Attention Classes**:
+
+1. **`human-required`** (Urgent Escalation Boundary):
+   - Items requiring immediate human intervention or business decisions.
+   - Triggers: Auth failures, hard stops, irrecoverable state, decision locks, failed report validations, critical probe errors.
+   - Display: Highlighted in red (`badge-blocked`) with a `HUMAN REQUIRED` badge.
+
+2. **`operator`** (Operational Inbox):
+   - Items requiring controller or operator review/triage during routine execution.
+   - Triggers: Blocked PRs (merge conflicts), stale leases, duplicate PRs on issues, unassigned ready work.
+   - Display: Displayed in orange/yellow (`badge-claimed`).
+
+3. **`routine`** (Background Workflow Transitions):
+   - Normal, healthy workflow transitions and state progressions.
+   - Triggers: Active PRs/issues in standard state, clean branch creation, routine heartbeats.
+   - Display: Filtered out of default inbox views to eliminate notification spam; viewable on demand via the "Routine" or "All" tab.
+
+---
+
+## 2. API Endpoints
+
+### `GET /api/v1/notifications`
+*Compatibility Alias:* `GET /api/notifications`
+
+#### Query Parameters:
+- `project_id` (optional): Filter notifications by project ID.
+- `attention_class` (optional): `inbox` (default: human-required + operator), `human-required`, `operator`, `routine`, `all`.
+
+#### Example JSON Response:
+```json
+{
+  "project_id": "gitea-tools",
+  "repo_label": "Scaled-Tech-Consulting/Gitea-Tools",
+  "human_required_count": 0,
+  "operator_count": 2,
+  "routine_count": 5,
+  "total_count": 7,
+  "fetch_error": null,
+  "inbox_items": [
+    {
+      "id": "notif-pr-block-742",
+      "attention_class": "operator",
+      "category": "blocker",
+      "title": "Blocked PR #742",
+      "summary": "PR #742 requires merge conflict resolution.",
+      "work_kind": "pr",
+      "work_number": 742,
+      "project_id": "gitea-tools",
+      "repo_label": "Scaled-Tech-Consulting/Gitea-Tools",
+      "created_at": "2026-07-25T16:39:47Z",
+      "deep_link": "/traffic",
+      "requires_human": false,
+      "extra": {}
+    }
+  ],
+  "all_items": [...]
+}
+```
+
+---
+
+## 3. UI Navigation
+
+- Access via the **Traffic** navigation menu: **Traffic → Notifications**.
+- The main view displays:
+  - **Metrics Summary Bar**: Highlighting counts for Human Required, Operator Inbox, and Routine items.
+  - **Attention Filter Tabs**: Toggle between Inbox (Human + Operator), Human Required, Operator, Routine, and All.
+  - **Structured Event Table**: Displays category, title, summary, work item links, and timestamps.

gitea_mcp_server.py

@@ -9552,15 +9552,13 @@ def gitea_edit_pr(
     if closing:
         gate_reasons = _profile_operation_gate("gitea.pr.close")
         if gate_reasons:
-            return {
-                "success": False,
-                "performed": False,
-                "pr_number": pr_number,
-                "requested_state": "closed",
-                "required_permission": "gitea.pr.close",
-                "reasons": gate_reasons,
-                "permission_report": _permission_block_report("gitea.pr.close"),
-            }
+            return _build_operation_gate_refusal(
+                "gitea.pr.close",
+                gate_reasons,
+                pr_number=pr_number,
+                requested_state="closed",
+                required_permission="gitea.pr.close",
+            )
 
     h, o, r = _resolve(remote, host, org, repo)
     auth = _auth(h)
@@ -13823,13 +13821,17 @@ def gitea_view_issue(
 
 def _permission_block_report(required_operation: str,
                              identity: str | None = None) -> dict:
-    """Structured, LLM-safe explanation of a permission denial (#142).
+    """Structured, LLM-safe explanation of a permission denial (#142, #897).
 
     Built only after a gate has already refused; it adds guidance to the
     refusal and never widens any permission, performs network I/O, or
     raises (fail-soft: degrades to a minimal fail-closed report). Names
     configured profiles only — never auth references, tokens, endpoint
     URLs, or keychain IDs.
+
+    #897: never fabricate a missing permission when the active profile
+    already allows the operation. That path is a diagnostic defect (the
+    refusal was not a permission denial), not a cue to switch profiles.
     """
     report = {
         "requested_operation": required_operation,
@@ -13841,6 +13843,7 @@ def _permission_block_report(required_operation: str,
         "matching_configured_profiles": [],
         "runtime_switching_supported": False,
         "different_mcp_namespace_required": True,
+        "diagnostic_defect": False,
         "exact_safe_next_action": (
             "Ask the operator to fix GITEA_MCP_CONFIG/GITEA_MCP_PROFILE; "
             "the active profile could not be resolved (fail closed)."),
@@ -13855,6 +13858,32 @@ def _permission_block_report(required_operation: str,
     report["active_allowed_operations"] = (
         profile.get("allowed_operations") or [])
 
+    # #897: fail closed as a diagnostic defect when the active profile
+    # already holds the operation — callers must not invent "missing".
+    try:
+        holds, _hold_reason = gitea_config.check_operation(
+            required_operation,
+            profile.get("allowed_operations") or [],
+            profile.get("forbidden_operations") or [],
+        )
+    except Exception:
+        holds = False
+    if holds:
+        report["missing_permission"] = None
+        report["required_permission"] = required_operation
+        report["diagnostic_defect"] = True
+        report["different_mcp_namespace_required"] = False
+        report["exact_safe_next_action"] = (
+            "Diagnostic defect: the active profile already allows "
+            f"{required_operation}. This is not a permission denial — "
+            "inspect blocker_kind / reasons (stale-runtime or runtime-mode). "
+            "Do not call gitea_activate_profile or switch MCP sessions."
+        )
+        report["matching_configured_profiles"] = [
+            p for p in [profile.get("profile_name")] if p
+        ]
+        return report
+
     matching = []
     try:
         config = gitea_config.load_config() or {}
@@ -13903,6 +13932,205 @@ def _permission_block_report(required_operation: str,
     return report
 
 
+def _reason_is_stale_runtime(reason: str) -> bool:
+    """True when *reason* is a master-parity / stale-daemon refusal (#897)."""
+    r = (reason or "").lower()
+    if not r:
+        return False
+    if "stale relative to live master" in r:
+        return True
+    if "server code is stale" in r:
+        return True
+    if "daemon is stale" in r:
+        return True
+    if "started at commit" in r and "workspace master is now" in r:
+        return True
+    if "mcp server started at" in r and "stale" in r:
+        return True
+    if "restart the server to load the current capability gates" in r:
+        return True
+    if "restart/reconnect before mutating" in r:
+        return True
+    return False
+
+
+def _reason_is_runtime_mode(reason: str) -> bool:
+    """True when *reason* is a stable-control / runtime-mode refusal (#897)."""
+    r = (reason or "").lower()
+    if not r:
+        return False
+    if _reason_is_stale_runtime(reason):
+        return False
+    if "runtime mode could not be assessed" in r:
+        return True
+    if "runtime mode is" in r:
+        return True
+    if "stable control runtime" in r:
+        return True
+    if "dev-test" in r and ("runtime" in r or "production" in r):
+        return True
+    if "development worktree" in r or "dev worktree" in r:
+        return True
+    if "launched from a 'branches/" in r or "launched from a \"branches/" in r:
+        return True
+    if "process-root / active-workspace alignment" in r:
+        return True
+    if "namespace" in r and "reproof" in r:
+        return True
+    return False
+
+
+def _reason_is_permission(reason: str) -> bool:
+    """True when *reason* is a genuine profile-permission denial (#897)."""
+    r = (reason or "").lower()
+    if not r:
+        return False
+    if _reason_is_stale_runtime(reason) or _reason_is_runtime_mode(reason):
+        return False
+    if "profile could not be resolved" in r:
+        return True
+    if "profile has no configured allowed operations" in r:
+        return True
+    if "profile forbids" in r:
+        return True
+    if "profile is not allowed to" in r:
+        return True
+    if "unrecognized forbidden operation" in r:
+        return True
+    return False
+
+
+def _classify_operation_gate_reasons(reasons: list[str]) -> dict:
+    """Partition gate reasons into stale / runtime-mode / permission (#897)."""
+    stale: list[str] = []
+    runtime_mode: list[str] = []
+    permission: list[str] = []
+    other: list[str] = []
+    for reason in reasons or []:
+        if _reason_is_stale_runtime(reason):
+            stale.append(reason)
+        elif _reason_is_runtime_mode(reason):
+            runtime_mode.append(reason)
+        elif _reason_is_permission(reason):
+            permission.append(reason)
+        else:
+            other.append(reason)
+    return {
+        "stale_runtime": stale,
+        "runtime_mode": runtime_mode,
+        "permission": permission,
+        "other": other,
+    }
+
+
+def _stale_runtime_reconnect_action() -> str:
+    """Sanctioned recovery for a stale daemon — reconnect only (#685/#897)."""
+    return (
+        "Reconnect the IDE/client MCP session so the server reloads at the "
+        "current master head. Do not call gitea_activate_profile or switch "
+        "MCP role sessions — profile switching does not clear a stale daemon."
+    )
+
+
+def _build_operation_gate_refusal(
+    required_operation: str,
+    reasons: list[str],
+    **extra_fields,
+) -> dict:
+    """Structured gate refusal with typed blockers (#897).
+
+    Stale-runtime and runtime-mode refusals never attach a
+    ``permission_report`` and never recommend profile switching. True
+    permission denials still get ``permission_report``. When both apply,
+    causes are reported separately under distinct fields.
+    """
+    classified = _classify_operation_gate_reasons(reasons)
+    stale = classified["stale_runtime"]
+    runtime_mode = classified["runtime_mode"]
+    permission = classified["permission"]
+    other = classified["other"]
+
+    blocked: dict = {
+        "success": False,
+        "performed": False,
+        "reasons": list(reasons),
+        "mutation_performed": False,
+        "session_context_audit": session_ctx.mutation_context_audit_fields(),
+        "gate_reason_classes": {
+            "stale_runtime": list(stale),
+            "runtime_mode": list(runtime_mode),
+            "permission": list(permission),
+            "other": list(other),
+        },
+    }
+
+    if stale:
+        parity = _current_master_parity()
+        blocked["blocker_kind"] = "runtime_reconnect_required"
+        blocked["restart_required"] = True
+        blocked["stop_required"] = True
+        blocked["startup_head"] = parity.get("startup_head")
+        blocked["current_head"] = parity.get("current_head")
+        blocked["daemon_start_head"] = (
+            parity.get("daemon_start_head") or parity.get("startup_head")
+        )
+        blocked["local_head"] = (
+            parity.get("local_head") or parity.get("current_head")
+        )
+        blocked["live_remote_head"] = parity.get("live_remote_head")
+        blocked["live_stale"] = bool(parity.get("live_stale"))
+        blocked["live_known"] = bool(parity.get("live_known"))
+        blocked["exact_safe_next_action"] = _stale_runtime_reconnect_action()
+        if permission or other:
+            blocked["permission_block_reasons"] = list(permission) + list(other)
+            blocked["stale_runtime_reasons"] = list(stale)
+        # Never attach permission_report for a staleness refusal.
+        blocked.update(extra_fields)
+        return blocked
+
+    if runtime_mode:
+        blocked["blocker_kind"] = "runtime_mode_blocked"
+        blocked["restart_required"] = False
+        blocked["stop_required"] = True
+        blocked["exact_safe_next_action"] = (
+            "Real workflow mutations run only on the promoted stable control "
+            "runtime. Promote/reload the stable runtime; do not call "
+            "gitea_activate_profile or switch MCP role sessions to clear a "
+            "runtime-mode block."
+        )
+        if permission or other:
+            blocked["permission_block_reasons"] = list(permission) + list(other)
+            blocked["runtime_mode_reasons"] = list(runtime_mode)
+        blocked.update(extra_fields)
+        return blocked
+
+    # Pure permission (or unclassified-as-permission) denial.
+    blocked["blocker_kind"] = "permission_denied"
+    blocked["permission_report"] = _permission_block_report(required_operation)
+    blocked.update(extra_fields)
+    return blocked
+
+
+def _permission_report_for_gate_reasons(
+    required_operation: str,
+    reasons: list[str] | None,
+) -> dict | None:
+    """Attach ``permission_report`` only for true permission denials (#897).
+
+    Call sites that historically always attached a permission report after
+    ``_profile_operation_gate`` should use this so stale/runtime refusals
+    do not emit a fabricated missing-permission payload.
+    """
+    if not reasons:
+        return None
+    classified = _classify_operation_gate_reasons(reasons)
+    if classified["stale_runtime"] or classified["runtime_mode"]:
+        return None
+    if not (classified["permission"] or classified["other"]):
+        return None
+    return _permission_block_report(required_operation)
+
+
 def _role_for_operation(op: str) -> str | None:
     # Normalize op first
     try:
@@ -14079,7 +14307,7 @@ def _master_parity_block(op: str) -> list[str]:
 
 
 def _profile_operation_gate(op: str) -> list[str]:
-    """Profile permission check for a single gated operation (#126, #216, #420).
+    """Profile permission check for a single gated operation (#126, #216, #420, #897).
 
     Issue discussion comments are gated separately from the gitea.pr.*
     review/merge family: listing requires ``gitea.read``, creating requires
@@ -14092,21 +14320,26 @@ def _profile_operation_gate(op: str) -> list[str]:
     capability gate that has since been merged, and when the runtime itself is
     not the promoted stable control runtime (#615) -- a dev/test or unknown
     runtime holds production credentials but has not been promoted.
+
+    #897: collect *all* independent refusal classes (stale, runtime-mode,
+    permission) rather than short-circuiting after the first. Callers that
+    only need a boolean still treat any non-empty list as blocked; typed
+    consumers (``_build_operation_gate_refusal``) can separate causes.
     """
-    stale_reasons = _master_parity_block(op)
-    if stale_reasons:
-        return stale_reasons
-    runtime_reasons = _runtime_mode_block(op)
-    if runtime_reasons:
-        return runtime_reasons
+    reasons: list[str] = []
+    reasons.extend(_master_parity_block(op))
+    reasons.extend(_runtime_mode_block(op))
     try:
         profile = get_profile()
     except Exception as exc:
-        return [f"profile could not be resolved (fail closed): {_redact(str(exc))}"]
+        reasons.append(
+            f"profile could not be resolved (fail closed): {_redact(str(exc))}"
+        )
+        return reasons
     op_ok, op_reason = gitea_config.check_operation(
         op, profile["allowed_operations"], profile["forbidden_operations"])
     if op_ok:
-        return []
+        return reasons
 
     if _try_auto_switch_for_operation(op):
         try:
@@ -14114,17 +14347,26 @@ def _profile_operation_gate(op: str) -> list[str]:
             op_ok, op_reason = gitea_config.check_operation(
                 op, profile["allowed_operations"], profile["forbidden_operations"])
             if op_ok:
-                return []
+                return reasons
         except Exception as exc:
-            return [f"profile could not be resolved (fail closed): {_redact(str(exc))}"]
+            reasons.append(
+                f"profile could not be resolved (fail closed): {_redact(str(exc))}"
+            )
+            return reasons
 
     if op_reason == "no-allowed-operations":
-        return ["profile has no configured allowed operations (fail closed)"]
-    if op_reason == "forbidden":
-        return [f"profile forbids '{op}'"]
-    if op_reason == "invalid-forbidden-entry":
-        return ["profile has an unrecognized forbidden operation entry (fail closed)"]
-    return [f"profile is not allowed to {op}"]
+        reasons.append(
+            "profile has no configured allowed operations (fail closed)"
+        )
+    elif op_reason == "forbidden":
+        reasons.append(f"profile forbids '{op}'")
+    elif op_reason == "invalid-forbidden-entry":
+        reasons.append(
+            "profile has an unrecognized forbidden operation entry (fail closed)"
+        )
+    else:
+        reasons.append(f"profile is not allowed to {op}")
+    return reasons
 
 
 def _mutation_config_authority_block(required_operation: str) -> dict | None:
@@ -14344,10 +14586,14 @@ def _session_context_mutation_block(
 
 
 def _profile_permission_block(required_operation: str, **extra_fields) -> dict | None:
-    """Structured permission denial for gated tools (#69, #142).
+    """Structured operation-gate denial for gated tools (#69, #142, #897).
 
     Returns a block dict when the active profile forbids *required_operation*,
-    or ``None`` when the gate passes. Never performs network I/O.
+    the daemon is stale, or the runtime mode is not mutation-safe — or
+    ``None`` when the gate passes. Never performs network I/O.
+
+    #897: stale-runtime and runtime-mode refusals are typed
+    (``blocker_kind``) and never carry a ``permission_report``.
     """
     req_role = "reviewer" if any(required_operation.startswith(p) for p in (
         "gitea.pr.approve", "gitea.pr.merge", "gitea.pr.request_changes", "gitea.pr.review"
@@ -14357,15 +14603,9 @@ def _profile_permission_block(required_operation: str, **extra_fields) -> dict |
 
     reasons = _profile_operation_gate(required_operation)
     if reasons:
-        blocked = {
-            "success": False,
-            "performed": False,
-            "reasons": reasons,
-            "permission_report": _permission_block_report(required_operation),
-            "session_context_audit": session_ctx.mutation_context_audit_fields(),
-        }
-        blocked.update(extra_fields)
-        return blocked
+        return _build_operation_gate_refusal(
+            required_operation, reasons, **extra_fields
+        )
 
     auth_block = _mutation_config_authority_block(required_operation)
     if auth_block is not None:
@@ -14494,20 +14734,14 @@ def gitea_acquire_reviewer_pr_lease(
     """Acquire a per-PR reviewer lease before review/merge mutations (#407)."""
     read_block = _profile_operation_gate("gitea.read")
     if read_block:
-        return {
-            "success": False,
-            "acquired": False,
-            "reasons": read_block,
-            "permission_report": _permission_block_report("gitea.read"),
-        }
+        return _build_operation_gate_refusal(
+            "gitea.read", read_block, acquired=False
+        )
     comment_block = _profile_operation_gate("gitea.pr.comment")
     if comment_block:
-        return {
-            "success": False,
-            "acquired": False,
-            "reasons": comment_block,
-            "permission_report": _permission_block_report("gitea.pr.comment"),
-        }
+        return _build_operation_gate_refusal(
+            "gitea.pr.comment", comment_block, acquired=False
+        )
 
     # task=acquire_reviewer_pr_lease so verify_preflight_purity runs shared #604
     # anti-stomp for the declared lease-acquire mutation inventory entry.
@@ -14623,20 +14857,14 @@ def gitea_acquire_merger_pr_lease(
     """
     read_block = _profile_operation_gate("gitea.read")
     if read_block:
-        return {
-            "success": False,
-            "acquired": False,
-            "reasons": read_block,
-            "permission_report": _permission_block_report("gitea.read"),
-        }
+        return _build_operation_gate_refusal(
+            "gitea.read", read_block, acquired=False
+        )
     comment_block = _profile_operation_gate("gitea.pr.comment")
     if comment_block:
-        return {
-            "success": False,
-            "acquired": False,
-            "reasons": comment_block,
-            "permission_report": _permission_block_report("gitea.pr.comment"),
-        }
+        return _build_operation_gate_refusal(
+            "gitea.pr.comment", comment_block, acquired=False
+        )
     merge_block = _profile_operation_gate("gitea.pr.merge")
     if merge_block:
         return {
@@ -19375,14 +19603,12 @@ def gitea_update_pr_branch_by_merge(
     # Permission: author branch push / PR mutation surface.
     push_block = _profile_operation_gate("gitea.branch.push")
     if push_block:
-        return {
-            "success": False,
-            "performed": False,
-            "mutation_allowed": False,
-            "reasons": push_block,
-            "permission_report": _permission_block_report("gitea.branch.push"),
-            "role_kind": role,
-        }
+        return _build_operation_gate_refusal(
+            "gitea.branch.push",
+            push_block,
+            mutation_allowed=False,
+            role_kind=role,
+        )
 
     if role != "author":
         pre = pr_sync_status.assess_update_pr_branch_preflight(

tests/test_issue_897_permission_stale_runtime_classification.py

@@ -0,0 +1,453 @@
+"""#897: stale-runtime / runtime-mode refusals must not look like permission denials.
+
+Acceptance criteria (issue #897):
+
+* Stale-runtime and runtime-mode refusals are typed distinctly from
+  profile-permission refusals (distinct ``blocker_kind``).
+* A refusal caused by staleness or runtime mode never emits a
+  ``permission_report`` and never names a permission the active profile holds.
+* ``_permission_block_report`` verifies the active profile actually lacks the
+  operation before reporting it missing.
+* A stale-runtime refusal reports reconnect-only recovery and never recommends
+  ``gitea_activate_profile`` or an MCP session switch.
+* The blocker payload states the observed heads (parity fields).
+* Matrix across author / reviewer / merger / reconciler profiles.
+* Regression: ``gitea_create_issue`` on a stale daemon under ``prgs-author``
+  never returns ``missing_permission: gitea.issue.create``.
+"""
+from __future__ import annotations
+
+import os
+import sys
+import unittest
+from unittest.mock import patch
+
+sys.path.insert(0, str(__import__("pathlib").Path(__file__).resolve().parent.parent))
+
+import gitea_config  # noqa: E402
+import gitea_mcp_server as mcp_server  # noqa: E402
+
+SHA_START = "7af40fb5ff7debd5e9165fe97d9c7c279358e175"
+SHA_LIVE = "2f4dec832327513118f2fe92b74da25d124a01cb"
+
+ROLE_MATRIX = (
+    (
+        "prgs-author",
+        "author",
+        "gitea.issue.create",
+        [
+            "gitea.read",
+            "gitea.issue.create",
+            "gitea.issue.comment",
+            "gitea.issue.close",
+            "gitea.branch.create",
+            "gitea.branch.push",
+            "gitea.pr.create",
+            "gitea.pr.comment",
+            "gitea.repo.commit",
+        ],
+        ["gitea.pr.approve", "gitea.pr.merge", "gitea.pr.request_changes"],
+        "gitea.pr.merge",  # forbidden op for pure-permission case
+    ),
+    (
+        "prgs-reviewer",
+        "reviewer",
+        "gitea.pr.review",
+        [
+            "gitea.read",
+            "gitea.pr.review",
+            "gitea.pr.approve",
+            "gitea.pr.request_changes",
+            "gitea.pr.comment",
+            "gitea.issue.comment",
+        ],
+        ["gitea.branch.push", "gitea.pr.create"],
+        "gitea.branch.push",
+    ),
+    (
+        "prgs-merger",
+        "merger",
+        "gitea.pr.merge",
+        [
+            "gitea.read",
+            "gitea.pr.merge",
+            "gitea.pr.comment",
+            "gitea.issue.comment",
+        ],
+        ["gitea.pr.approve", "gitea.branch.push", "gitea.pr.create"],
+        "gitea.branch.push",
+    ),
+    (
+        "prgs-reconciler",
+        "reconciler",
+        "gitea.branch.delete",
+        [
+            "gitea.read",
+            "gitea.branch.delete",
+            "gitea.pr.comment",
+            "gitea.issue.comment",
+            "gitea.pr.close",
+            "gitea.issue.close",
+        ],
+        ["gitea.pr.approve", "gitea.pr.merge"],
+        "gitea.pr.merge",
+    ),
+)
+
+
+def _profile(name: str, role: str, allowed: list[str], forbidden: list[str]) -> dict:
+    return {
+        "profile_name": name,
+        "role": role,
+        "role_kind": role,
+        "allowed_operations": list(allowed),
+        "forbidden_operations": list(forbidden),
+        "identity": "test-user",
+    }
+
+
+def _config(profiles: dict) -> dict:
+    return {
+        "version": 2,
+        "profiles": {
+            name: {
+                "role": p["role"],
+                "allowed_operations": p["allowed_operations"],
+                "forbidden_operations": p["forbidden_operations"],
+            }
+            for name, p in profiles.items()
+        },
+        "rules": {"allow_runtime_switching": True},
+    }
+
+
+class Issue897Helpers(unittest.TestCase):
+    def test_classify_stale_reason_strings(self):
+        stale = (
+            f"live remote master is {SHA_LIVE[:12]} but the MCP server started "
+            f"at {SHA_START[:12]}; the daemon is stale relative to live master "
+            "-- restart/reconnect before mutating"
+        )
+        classified = mcp_server._classify_operation_gate_reasons([stale])
+        self.assertEqual(classified["stale_runtime"], [stale])
+        self.assertEqual(classified["permission"], [])
+        self.assertEqual(classified["runtime_mode"], [])
+
+    def test_classify_permission_reason(self):
+        reason = "profile is not allowed to gitea.pr.merge"
+        classified = mcp_server._classify_operation_gate_reasons([reason])
+        self.assertEqual(classified["permission"], [reason])
+        self.assertEqual(classified["stale_runtime"], [])
+
+    def test_classify_runtime_mode_reason(self):
+        reason = (
+            "runtime mode is 'dev-test' and the mutation targets the "
+            "production repository; dev/test runtimes must not mutate real "
+            "issues or PRs (ADR: stable control runtime vs dev runtime)"
+        )
+        classified = mcp_server._classify_operation_gate_reasons([reason])
+        self.assertEqual(classified["runtime_mode"], [reason])
+        self.assertEqual(classified["stale_runtime"], [])
+
+
+class Issue897PermissionBlockReport(unittest.TestCase):
+    def test_holds_op_is_diagnostic_defect_not_missing_permission(self):
+        profile = _profile(
+            "prgs-author",
+            "author",
+            ["gitea.read", "gitea.issue.create", "gitea.issue.comment"],
+            [],
+        )
+        with patch.object(mcp_server, "get_profile", return_value=profile), patch.object(
+            mcp_server.gitea_config, "load_config", return_value=_config({"prgs-author": profile})
+        ), patch.object(
+            mcp_server.gitea_config, "is_runtime_switching_enabled", return_value=True
+        ):
+            report = mcp_server._permission_block_report("gitea.issue.create")
+        self.assertTrue(report.get("diagnostic_defect"), report)
+        self.assertIsNone(report.get("missing_permission"), report)
+        action = (report.get("exact_safe_next_action") or "").lower()
+        # Must not *recommend* profile switching; mentioning the forbidden
+        # action in a "do not call" instruction is fine.
+        self.assertNotIn("call gitea_activate_profile with", action)
+        self.assertNotIn("switch to the author mcp session", action)
+        self.assertNotIn("switch to the reviewer mcp session", action)
+        self.assertIn("diagnostic defect", action)
+
+    def test_true_missing_permission_still_reports(self):
+        profile = _profile(
+            "prgs-author",
+            "author",
+            ["gitea.read", "gitea.issue.create"],
+            ["gitea.pr.merge"],
+        )
+        reviewer = _profile(
+            "prgs-reviewer",
+            "reviewer",
+            ["gitea.read", "gitea.pr.merge", "gitea.pr.approve"],
+            [],
+        )
+        with patch.object(mcp_server, "get_profile", return_value=profile), patch.object(
+            mcp_server.gitea_config,
+            "load_config",
+            return_value=_config({"prgs-author": profile, "prgs-reviewer": reviewer}),
+        ), patch.object(
+            mcp_server.gitea_config, "is_runtime_switching_enabled", return_value=True
+        ):
+            report = mcp_server._permission_block_report("gitea.pr.merge")
+        self.assertFalse(report.get("diagnostic_defect"), report)
+        self.assertEqual(report.get("missing_permission"), "gitea.pr.merge")
+        self.assertIn("prgs-reviewer", report.get("matching_configured_profiles") or [])
+
+
+class Issue897GateRefusalMatrix(unittest.TestCase):
+    def _stale_parity(self) -> dict:
+        return {
+            "in_parity": True,
+            "stale": False,
+            "restart_required": True,
+            "determinable": True,
+            "startup_head": SHA_START,
+            "current_head": SHA_START,
+            "daemon_start_head": SHA_START,
+            "local_head": SHA_START,
+            "live_remote_head": SHA_LIVE,
+            "live_known": True,
+            "live_stale": True,
+            "mutation_safe": False,
+            "reasons": [
+                f"live remote master is {SHA_LIVE[:12]} but the MCP server "
+                f"started at {SHA_START[:12]}; the daemon is stale relative "
+                "to live master -- restart/reconnect before mutating"
+            ],
+        }
+
+    def test_stale_plus_permitted_op_all_roles(self):
+        for name, role, permitted_op, allowed, forbidden, _forbidden_op in ROLE_MATRIX:
+            with self.subTest(profile=name, op=permitted_op):
+                profile = _profile(name, role, allowed, forbidden)
+                parity = self._stale_parity()
+                with patch.object(mcp_server, "get_profile", return_value=profile), patch.object(
+                    mcp_server, "_current_master_parity", return_value=parity
+                ), patch.object(
+                    mcp_server, "_master_parity_block", return_value=list(parity["reasons"])
+                ), patch.object(
+                    mcp_server, "_runtime_mode_block", return_value=[]
+                ), patch.object(
+                    mcp_server, "_ensure_matching_profile", return_value=None
+                ), patch.object(
+                    mcp_server.session_ctx,
+                    "mutation_context_audit_fields",
+                    return_value={"session_profile": name},
+                ):
+                    blocked = mcp_server._profile_permission_block(permitted_op)
+                self.assertIsNotNone(blocked, name)
+                assert blocked is not None
+                self.assertEqual(
+                    blocked.get("blocker_kind"),
+                    "runtime_reconnect_required",
+                    blocked,
+                )
+                self.assertNotIn("permission_report", blocked, blocked)
+                self.assertTrue(blocked.get("restart_required"), blocked)
+                self.assertEqual(blocked.get("startup_head"), SHA_START, blocked)
+                self.assertEqual(blocked.get("live_remote_head"), SHA_LIVE, blocked)
+                action = (blocked.get("exact_safe_next_action") or "").lower()
+                self.assertIn("reconnect", action)
+                self.assertNotIn("call gitea_activate_profile with", action)
+                self.assertNotIn("switch to the author mcp session", action)
+                self.assertNotIn("switch to the reviewer mcp session", action)
+
+    def test_fresh_plus_forbidden_op_all_roles(self):
+        for name, role, _permitted, allowed, forbidden, forbidden_op in ROLE_MATRIX:
+            with self.subTest(profile=name, op=forbidden_op):
+                profile = _profile(name, role, allowed, forbidden)
+                with patch.object(mcp_server, "get_profile", return_value=profile), patch.object(
+                    mcp_server, "_master_parity_block", return_value=[]
+                ), patch.object(
+                    mcp_server, "_runtime_mode_block", return_value=[]
+                ), patch.object(
+                    mcp_server, "_ensure_matching_profile", return_value=None
+                ), patch.object(
+                    mcp_server.session_ctx,
+                    "mutation_context_audit_fields",
+                    return_value={"session_profile": name},
+                ), patch.object(
+                    mcp_server.gitea_config,
+                    "load_config",
+                    return_value=_config({name: profile}),
+                ), patch.object(
+                    mcp_server.gitea_config, "is_runtime_switching_enabled", return_value=False
+                ):
+                    blocked = mcp_server._profile_permission_block(forbidden_op)
+                self.assertIsNotNone(blocked, name)
+                assert blocked is not None
+                self.assertEqual(blocked.get("blocker_kind"), "permission_denied", blocked)
+                self.assertIn("permission_report", blocked, blocked)
+                report = blocked["permission_report"]
+                self.assertEqual(report.get("missing_permission"), forbidden_op, report)
+                self.assertFalse(report.get("diagnostic_defect"), report)
+                # No runtime reconnect fields for pure permission denial
+                self.assertNotEqual(
+                    blocked.get("blocker_kind"), "runtime_reconnect_required"
+                )
+
+    def test_stale_plus_forbidden_op_both_causes_separated(self):
+        for name, role, _permitted, allowed, forbidden, forbidden_op in ROLE_MATRIX:
+            with self.subTest(profile=name, op=forbidden_op):
+                profile = _profile(name, role, allowed, forbidden)
+                parity = self._stale_parity()
+                stale_reason = parity["reasons"][0]
+                with patch.object(mcp_server, "get_profile", return_value=profile), patch.object(
+                    mcp_server, "_current_master_parity", return_value=parity
+                ), patch.object(
+                    mcp_server, "_master_parity_block", return_value=[stale_reason]
+                ), patch.object(
+                    mcp_server, "_runtime_mode_block", return_value=[]
+                ), patch.object(
+                    mcp_server, "_ensure_matching_profile", return_value=None
+                ), patch.object(
+                    mcp_server.session_ctx,
+                    "mutation_context_audit_fields",
+                    return_value={"session_profile": name},
+                ):
+                    # Gate collects both classes; force permission reason too.
+                    with patch.object(
+                        mcp_server,
+                        "_profile_operation_gate",
+                        return_value=[
+                            stale_reason,
+                            f"profile is not allowed to {forbidden_op}",
+                        ],
+                    ):
+                        blocked = mcp_server._profile_permission_block(forbidden_op)
+                self.assertIsNotNone(blocked)
+                assert blocked is not None
+                self.assertEqual(
+                    blocked.get("blocker_kind"), "runtime_reconnect_required", blocked
+                )
+                self.assertNotIn("permission_report", blocked, blocked)
+                self.assertIn("permission_block_reasons", blocked, blocked)
+                self.assertIn("stale_runtime_reasons", blocked, blocked)
+                classes = blocked.get("gate_reason_classes") or {}
+                self.assertTrue(classes.get("stale_runtime"), classes)
+                self.assertTrue(classes.get("permission"), classes)
+
+    def test_runtime_mode_block_no_permission_report(self):
+        profile = _profile(
+            "prgs-author",
+            "author",
+            ["gitea.read", "gitea.issue.create"],
+            [],
+        )
+        runtime_reason = (
+            "runtime mode is 'dev-test' and the mutation targets the "
+            "production repository; dev/test runtimes must not mutate real "
+            "issues or PRs (ADR: stable control runtime vs dev runtime)"
+        )
+        with patch.object(mcp_server, "get_profile", return_value=profile), patch.object(
+            mcp_server, "_master_parity_block", return_value=[]
+        ), patch.object(
+            mcp_server, "_runtime_mode_block", return_value=[runtime_reason]
+        ), patch.object(
+            mcp_server, "_ensure_matching_profile", return_value=None
+        ), patch.object(
+            mcp_server.session_ctx,
+            "mutation_context_audit_fields",
+            return_value={"session_profile": "prgs-author"},
+        ):
+            blocked = mcp_server._profile_permission_block("gitea.issue.create")
+        self.assertIsNotNone(blocked)
+        assert blocked is not None
+        self.assertEqual(blocked.get("blocker_kind"), "runtime_mode_blocked", blocked)
+        self.assertNotIn("permission_report", blocked, blocked)
+        action = (blocked.get("exact_safe_next_action") or "").lower()
+        self.assertNotIn("call gitea_activate_profile with", action)
+        self.assertIn("stable control runtime", action)
+
+
+class Issue897CreateIssueRegression(unittest.TestCase):
+    def test_create_issue_stale_daemon_never_missing_issue_create(self):
+        """Regression AC: stale prgs-author create_issue must not claim missing create."""
+        profile = _profile(
+            "prgs-author",
+            "author",
+            [
+                "gitea.read",
+                "gitea.issue.create",
+                "gitea.issue.comment",
+                "gitea.branch.create",
+                "gitea.branch.push",
+                "gitea.pr.create",
+                "gitea.pr.comment",
+                "gitea.repo.commit",
+            ],
+            [],
+        )
+        stale_reason = (
+            f"live remote master is {SHA_LIVE[:12]} but the MCP server started "
+            f"at {SHA_START[:12]}; the daemon is stale relative to live master "
+            "-- restart/reconnect before mutating"
+        )
+        parity = {
+            "in_parity": True,
+            "stale": False,
+            "restart_required": True,
+            "determinable": True,
+            "startup_head": SHA_START,
+            "current_head": SHA_START,
+            "daemon_start_head": SHA_START,
+            "local_head": SHA_START,
+            "live_remote_head": SHA_LIVE,
+            "live_known": True,
+            "live_stale": True,
+            "mutation_safe": False,
+            "reasons": [stale_reason],
+        }
+
+        with patch.object(mcp_server, "get_profile", return_value=profile), patch.object(
+            mcp_server, "_current_master_parity", return_value=parity
+        ), patch.object(
+            mcp_server, "_master_parity_block", return_value=[stale_reason]
+        ), patch.object(
+            mcp_server, "_runtime_mode_block", return_value=[]
+        ), patch.object(
+            mcp_server, "_ensure_matching_profile", return_value=None
+        ), patch.object(
+            mcp_server.session_ctx,
+            "mutation_context_audit_fields",
+            return_value={"session_profile": "prgs-author"},
+        ), patch.object(
+            mcp_server, "_mutation_config_authority_block", return_value=None
+        ), patch.object(
+            mcp_server, "_session_context_mutation_block", return_value=None
+        ):
+            blocked = mcp_server._profile_permission_block(
+                "gitea.issue.create", remote="prgs"
+            )
+
+        self.assertIsNotNone(blocked)
+        assert blocked is not None
+        self.assertEqual(blocked.get("blocker_kind"), "runtime_reconnect_required")
+        self.assertNotIn("permission_report", blocked)
+        # Even if a caller still built a raw report, holds-check must not claim missing.
+        with patch.object(mcp_server, "get_profile", return_value=profile):
+            raw = mcp_server._permission_block_report("gitea.issue.create")
+        self.assertIsNone(raw.get("missing_permission"), raw)
+        self.assertNotEqual(raw.get("missing_permission"), "gitea.issue.create")
+
+    def test_permission_report_for_gate_reasons_skips_stale(self):
+        stale = (
+            f"live remote master is {SHA_LIVE[:12]} but the MCP server started "
+            f"at {SHA_START[:12]}; the daemon is stale relative to live master "
+            "-- restart/reconnect before mutating"
+        )
+        self.assertIsNone(
+            mcp_server._permission_report_for_gate_reasons(
+                "gitea.issue.comment", [stale]
+            )
+        )
+
+
+if __name__ == "__main__":
+    unittest.main()

tests/test_webui_notifications.py

@@ -0,0 +1,276 @@
+"""Unit tests for Phase 3 Notifications and Human-Attention Console (#648)."""
+
+from __future__ import annotations
+
+import pytest
+from starlette.testclient import TestClient
+
+from webui.app import create_app
+from webui.notifications import (
+    ATTENTION_HUMAN_REQUIRED,
+    ATTENTION_OPERATOR,
+    ATTENTION_ROUTINE,
+    CATEGORY_AUTH,
+    CATEGORY_BLOCKER,
+    CATEGORY_LEASE,
+    CATEGORY_SYSTEM,
+    CATEGORY_VALIDATION,
+    CATEGORY_WORKFLOW,
+    NotificationItem,
+    NotificationSnapshot,
+    classify_attention_event,
+    load_notifications_snapshot,
+    snapshot_to_dict,
+)
+from webui.notification_views import render_notifications_page
+from webui.project_registry import load_registry
+from webui.queue_loader import QueueItem, QueueSnapshot
+from webui.lease_loader import CollisionWarning, LeaseSnapshot
+from webui.system_health import DependencyProbe, SystemHealthSnapshot, VersionInfo, StaleRuntime
+
+
+def test_classify_attention_event_rules():
+    # 1. Critical escalation boundaries -> human-required
+    att_cls, req_human = classify_attention_event(
+        CATEGORY_AUTH, "Auth error", "Unauthorized access attempt", is_auth_failure=True
+    )
+    assert att_cls == ATTENTION_HUMAN_REQUIRED
+    assert req_human is True
+
+    att_cls, req_human = classify_attention_event(
+        CATEGORY_SYSTEM, "Hard stop", "Hard stop triggered", is_hard_stop=True
+    )
+    assert att_cls == ATTENTION_HUMAN_REQUIRED
+    assert req_human is True
+
+    att_cls, req_human = classify_attention_event(
+        CATEGORY_VALIDATION, "Validation Error", "Report validation failed", is_validation_failure=True
+    )
+    assert att_cls == ATTENTION_HUMAN_REQUIRED
+    assert req_human is True
+
+    # 2. Operational issues -> operator
+    att_cls, req_human = classify_attention_event(
+        CATEGORY_BLOCKER, "PR Blocked", "Merge conflict detected", is_blocker=True
+    )
+    assert att_cls == ATTENTION_OPERATOR
+    assert req_human is False
+
+    att_cls, req_human = classify_attention_event(
+        CATEGORY_LEASE, "Lease Expired", "Session lease expired", is_stale=True
+    )
+    assert att_cls == ATTENTION_OPERATOR
+    assert req_human is False
+
+    # 3. Routine workflow transitions -> routine
+    att_cls, req_human = classify_attention_event(
+        CATEGORY_WORKFLOW, "PR Active", "PR in review"
+    )
+    assert att_cls == ATTENTION_ROUTINE
+    assert req_human is False
+
+
+def test_notification_snapshot_aggregation():
+    reg = load_registry()
+    proj_id = reg.projects[0].id if reg.projects else "gitea-tools"
+
+    mock_queue = QueueSnapshot(
+        project_id=proj_id,
+        repo_label="org/repo",
+        prs=(
+            QueueItem(
+                number=101,
+                title="Blocked PR",
+                badges=("blocked",),
+                extra={},
+            ),
+            QueueItem(
+                number=102,
+                title="Normal PR",
+                badges=("in-review",),
+                extra={},
+            ),
+        ),
+        issues=(),
+        pr_pagination=None,
+        issue_pagination=None,
+    )
+
+    mock_leases = LeaseSnapshot(
+        project_id=proj_id,
+        repo_label="org/repo",
+        issue_lock=None,
+        claim_inventory={},
+        reviewer_leases=(
+            {
+                "pr_number": 101,
+                "status": "expired",
+                "is_expired": True,
+            },
+        ),
+        duplicate_prs=(
+            CollisionWarning(
+                kind="duplicate_pr",
+                message="Multiple open PRs for issue #101",
+                issue_number=101,
+                pr_numbers=(101, 103),
+            ),
+        ),
+        duplicate_branches=(),
+        collision_history=(),
+        fetch_error=None,
+    )
+
+    mock_version = VersionInfo(
+        git_sha="abc1234",
+        git_describe="v1.0.0",
+        control_plane_schema_version=1,
+        python_version="3.11",
+        known=True,
+    )
+
+    mock_stale = StaleRuntime(
+        daemon_head="abc1234",
+        checkout_head="abc1234",
+        remote_head="abc1234",
+        stale=False,
+        determinable=True,
+        mutation_safe=True,
+        reasons=(),
+    )
+
+    mock_health = SystemHealthSnapshot(
+        status="degraded",
+        ready=False,
+        readiness_complete=True,
+        readiness_reasons=("Auth failure",),
+        service="webui",
+        mode="test",
+        version=mock_version,
+        started_at="2026-07-25T00:00:00Z",
+        uptime_seconds=100.0,
+        timestamp="2026-07-25T00:00:00Z",
+        deep_probes_requested=True,
+        dependencies=(
+            DependencyProbe(
+                name="auth_service",
+                kind="auth",
+                status="unauthorized",
+                detail="Token expired",
+                required=True,
+            ),
+        ),
+        mcp_namespaces=(),
+        stale_runtime=mock_stale,
+        probe_errors=(),
+    )
+
+    snapshot = load_notifications_snapshot(
+        proj_id,
+        load_queue=lambda _id: mock_queue,
+        load_leases=lambda **_kwargs: mock_leases,
+        load_health=lambda **_kwargs: mock_health,
+    )
+
+    assert snapshot.project_id == proj_id
+    assert snapshot.total_count == 5
+    assert snapshot.human_required_count >= 1  # auth probe failure
+    assert snapshot.operator_count >= 3  # blocked PR + expired lease + duplicate PR collision
+    assert snapshot.routine_count >= 1  # normal PR
+
+    # Inbox items should include operator and human-required items only
+    inbox_classes = {item.attention_class for item in snapshot.inbox_items}
+    assert ATTENTION_ROUTINE not in inbox_classes
+    assert ATTENTION_OPERATOR in inbox_classes
+    assert ATTENTION_HUMAN_REQUIRED in inbox_classes
+
+
+def test_snapshot_to_dict_and_redaction():
+    item = NotificationItem(
+        id="notif-1",
+        attention_class=ATTENTION_HUMAN_REQUIRED,
+        category=CATEGORY_AUTH,
+        title="Auth Error",
+        summary="Failed auth header: Bearer secret_token_12345",
+        work_kind="system",
+        work_number=None,
+        project_id="test-proj",
+        repo_label="org/repo",
+        created_at="2026-07-25T16:00:00Z",
+        requires_human=True,
+    )
+    snap = NotificationSnapshot(
+        project_id="test-proj",
+        repo_label="org/repo",
+        items=(item,),
+        human_required_count=1,
+        operator_count=0,
+        routine_count=0,
+        total_count=1,
+    )
+
+    data = snapshot_to_dict(snap)
+    assert data["project_id"] == "test-proj"
+    assert data["human_required_count"] == 1
+    assert len(data["inbox_items"]) == 1
+
+    # Redaction test
+    summary = data["inbox_items"][0]["summary"]
+    assert "secret_token_12345" not in summary
+    assert "<redacted>" in summary or "Bearer" in summary
+
+
+def test_notifications_html_views():
+    item = NotificationItem(
+        id="notif-1",
+        attention_class=ATTENTION_HUMAN_REQUIRED,
+        category=CATEGORY_AUTH,
+        title="Critical Auth Failure",
+        summary="Auth failure details",
+        work_kind="issue",
+        work_number=42,
+        project_id="test-proj",
+        repo_label="org/repo",
+        created_at="2026-07-25T16:00:00Z",
+        requires_human=True,
+    )
+    snap = NotificationSnapshot(
+        project_id="test-proj",
+        repo_label="org/repo",
+        items=(item,),
+        human_required_count=1,
+        operator_count=0,
+        routine_count=0,
+        total_count=1,
+    )
+
+    html = render_notifications_page(snap, filter_class="inbox")
+    assert "Notifications &amp; Attention Inbox" in html or "Notifications & Attention Inbox" in html
+    assert "Critical Auth Failure" in html
+    assert "HUMAN REQUIRED" in html
+    assert "Human Required" in html
+
+
+def test_notifications_app_routes():
+    app = create_app()
+    client = TestClient(app)
+
+    # 1. HTML Route
+    res = client.get("/notifications")
+    assert res.status_code == 200
+    assert "Notifications" in res.text
+    assert "Attention Inbox" in res.text
+
+    # 2. API Route /api/v1/notifications
+    res_api = client.get("/api/v1/notifications")
+    assert res_api.status_code == 200
+    json_data = res_api.json()
+    assert "human_required_count" in json_data
+    assert "operator_count" in json_data
+    assert "routine_count" in json_data
+    assert "inbox_items" in json_data
+
+    # 3. Compatibility Alias /api/notifications
+    res_alias = client.get("/api/notifications")
+    assert res_alias.status_code == 200
+    assert res_alias.json()["project_id"] == json_data["project_id"]

webui/app.py

@@ -72,6 +72,11 @@ from webui.system_health import (
     snapshot_to_dict as system_health_to_dict,
 )
 from webui.system_health_views import render_system_health_page
+from webui.notifications import (
+    load_notifications_snapshot,
+    snapshot_to_dict as notifications_snapshot_to_dict,
+)
+from webui.notification_views import render_notifications_page
 
 _READ_ONLY_METHODS = frozenset({"GET", "HEAD", "OPTIONS"})
 _AUDIT_MUTATION_PATHS = frozenset({"/audit", "/api/audit"})
@@ -739,6 +744,23 @@ async def api_v1_analytics_ingest(request: Request) -> JSONResponse:
     )
 
 
+async def notifications_route(request: Request) -> HTMLResponse:
+    project_id = request.query_params.get("project_id")
+    attention_class = request.query_params.get("attention_class") or "inbox"
+    snap = load_notifications_snapshot(project_id)
+    html = render_notifications_page(
+        snap, filter_class=attention_class, filter_project=project_id
+    )
+    return HTMLResponse(html)
+
+
+async def api_notifications(request: Request) -> JSONResponse:
+    project_id = request.query_params.get("project_id")
+    snap = load_notifications_snapshot(project_id)
+    data = notifications_snapshot_to_dict(snap)
+    return JSONResponse(data)
+
+
 async def method_not_allowed(request: Request, _exc: Exception) -> Response:
     path = request.url.path
     if path in _AUDIT_MUTATION_PATHS and request.method == "POST":
@@ -767,6 +789,9 @@ def create_app(*, bind_host: str | None = None) -> Starlette:
             Route("/api/queue", api_queue, methods=["GET"]),
             Route("/traffic", traffic, methods=["GET"]),
             Route("/api/traffic", api_traffic, methods=["GET"]),
+            Route("/notifications", notifications_route, methods=["GET"]),
+            Route("/api/notifications", api_notifications, methods=["GET"]),
+            Route("/api/v1/notifications", api_notifications, methods=["GET"]),
             Route("/projects", projects, methods=["GET"]),
             Route("/projects/{project_id}", project_detail, methods=["GET"]),
             Route("/api/projects", api_projects, methods=["GET"]),

webui/nav.py

@@ -45,6 +45,7 @@ NAV_GROUPS: tuple[NavGroup, ...] = (
         NavItem("/queue", "Queue"),
         NavItem("/leases", "Leases"),
         NavItem("/actions", "Actions"),
+        NavItem("/notifications", "Notifications"),
     )),
     NavGroup("Runtime/Sessions", (
         NavItem("/runtime", "Runtime health"),

webui/notification_views.py

@@ -0,0 +1,158 @@
+"""HTML rendering for Phase 3 Notifications and Human-Attention Console (#648)."""
+
+from __future__ import annotations
+
+from html import escape
+from typing import Sequence
+
+from webui.layout import render_page
+from webui.notifications import (
+    ATTENTION_HUMAN_REQUIRED,
+    ATTENTION_OPERATOR,
+    ATTENTION_ROUTINE,
+    NotificationItem,
+    NotificationSnapshot,
+)
+
+
+def _render_attention_badge(attention_class: str) -> str:
+    cls = "badge"
+    if attention_class == ATTENTION_HUMAN_REQUIRED:
+        cls += " badge-blocked"
+    elif attention_class == ATTENTION_OPERATOR:
+        cls += " badge-claimed"
+    else:
+        cls += " muted"
+    return f'<span class="{cls}">{escape(attention_class)}</span>'
+
+
+def _render_notification_row(item: NotificationItem) -> str:
+    category_label = escape(item.category.upper())
+    id_str = escape(item.id)
+    title_str = escape(item.title)
+    summary_str = escape(item.summary)
+    att_badge = _render_attention_badge(item.attention_class)
+
+    work_item_html = "—"
+    if item.work_number and item.work_kind:
+        kind_label = escape(item.work_kind.upper())
+        num_str = f"#{item.work_number}"
+        link = item.deep_link or "#"
+        work_item_html = f'<a href="{escape(link)}"><code>{kind_label} {num_str}</code></a>'
+
+    requires_human_label = (
+        '<span class="badge badge-blocked" style="font-size:0.75rem;">HUMAN REQUIRED</span>'
+        if item.requires_human
+        else ""
+    )
+
+    return f"""<tr>
+  <td><code>{category_label}</code><br><span class="muted" style="font-size:0.75rem;">{id_str}</span></td>
+  <td>
+    <div><strong>{title_str}</strong> {att_badge} {requires_human_label}</div>
+    <div class="muted" style="font-size:0.85rem; margin-top:0.25rem;">{summary_str}</div>
+  </td>
+  <td>{work_item_html}</td>
+  <td><span class="muted" style="font-size:0.8rem;">{escape(item.created_at[:19])}</span></td>
+</tr>"""
+
+
+def _render_notifications_table(items: Sequence[NotificationItem], empty_message: str) -> str:
+    if not items:
+        return f'<p class="muted" style="padding:1rem 0;">{escape(empty_message)}</p>'
+
+    rows = "".join(_render_notification_row(item) for item in items)
+    return f"""<table class="registry">
+  <thead>
+    <tr>
+      <th style="width: 18%;">Category & ID</th>
+      <th style="width: 52%;">Title & Attention Summary</th>
+      <th style="width: 15%;">Work Item</th>
+      <th style="width: 15%;">Time</th>
+    </tr>
+  </thead>
+  <tbody>
+    {rows}
+  </tbody>
+</table>"""
+
+
+def render_notifications_page(
+    snapshot: NotificationSnapshot,
+    *,
+    filter_class: str = "inbox",
+    filter_project: str | None = None,
+) -> str:
+    """Render the notifications and attention inbox page."""
+    title = "Notifications & Attention Inbox"
+
+    err_html = ""
+    if snapshot.fetch_error:
+        err_html = f'<div class="stub" style="border-color:#e53e3e; background:#fff5f5; color:#c53030; margin-bottom:1rem;"><p><strong>Fetch Warning:</strong> {escape(snapshot.fetch_error)}</p></div>'
+
+    # Determine items to render based on filter_class
+    if filter_class == ATTENTION_HUMAN_REQUIRED:
+        display_items = snapshot.human_required_items
+        active_tab_title = "Human-Required Escalations"
+    elif filter_class == ATTENTION_OPERATOR:
+        display_items = snapshot.operator_items
+        active_tab_title = "Operator Inbox Items"
+    elif filter_class == ATTENTION_ROUTINE:
+        display_items = snapshot.routine_items
+        active_tab_title = "Routine Workflow Transitions"
+    elif filter_class == "all":
+        display_items = snapshot.items
+        active_tab_title = "All Events (including Routine)"
+    else:  # "inbox" default
+        display_items = snapshot.inbox_items
+        active_tab_title = "Attention Inbox (Human + Operator)"
+
+    hr_cls = "badge-blocked" if snapshot.human_required_count > 0 else "muted"
+    op_cls = "badge-claimed" if snapshot.operator_count > 0 else "muted"
+
+    metrics_html = f"""<div style="display:flex; gap:1rem; margin-bottom:1.5rem;">
+  <div class="health-card" style="flex:1;">
+    <span class="muted" style="font-size:0.85rem;">Human Required</span>
+    <h2 style="margin:0.2rem 0;"><span class="badge {hr_cls}" style="font-size:1.4rem;">{snapshot.human_required_count}</span></h2>
+    <p class="muted" style="font-size:0.8rem; margin:0;">Critical escalation boundary</p>
+  </div>
+  <div class="health-card" style="flex:1;">
+    <span class="muted" style="font-size:0.85rem;">Operator Inbox</span>
+    <h2 style="margin:0.2rem 0;"><span class="badge {op_cls}" style="font-size:1.4rem;">{snapshot.operator_count}</span></h2>
+    <p class="muted" style="font-size:0.8rem; margin:0;">Operational items needing review</p>
+  </div>
+  <div class="health-card" style="flex:1;">
+    <span class="muted" style="font-size:0.85rem;">Routine Transitions</span>
+    <h2 style="margin:0.2rem 0;"><span class="badge muted" style="font-size:1.4rem;">{snapshot.routine_count}</span></h2>
+    <p class="muted" style="font-size:0.8rem; margin:0;">Background transitions (filtered)</p>
+  </div>
+</div>"""
+
+    # Filter navigation links
+    def _tab_link(target_class: str, label: str) -> str:
+        is_active = (filter_class == target_class)
+        style = "font-weight:bold; border-bottom:2px solid currentColor;" if is_active else "color:#4a5568;"
+        return f'<a href="/notifications?attention_class={target_class}" style="margin-right:1.25rem; text-decoration:none; padding-bottom:0.25rem; {style}">{label}</a>'
+
+    tabs_html = f"""<div style="margin-bottom:1.25rem; border-bottom:1px solid #e2e8f0; padding-bottom:0.5rem;">
+  {_tab_link("inbox", f"Attention Inbox ({snapshot.human_required_count + snapshot.operator_count})")}
+  {_tab_link("human-required", f"Human Required ({snapshot.human_required_count})")}
+  {_tab_link("operator", f"Operator ({snapshot.operator_count})")}
+  {_tab_link("routine", f"Routine ({snapshot.routine_count})")}
+  {_tab_link("all", f"All Events ({snapshot.total_count})")}
+</div>"""
+
+    table_html = _render_notifications_table(
+        display_items,
+        f"No items match attention filter '{filter_class}'.",
+    )
+
+    body = f"""<h2>{escape(title)}</h2>
+<p class="muted">Phase 3 console surface for human-attention routing (#648). Routine workflow transitions are filtered by default to eliminate notification fatigue.</p>
+{err_html}
+{metrics_html}
+{tabs_html}
+<h3>{escape(active_tab_title)}</h3>
+{table_html}"""
+
+    return render_page(title=title, body_html=body)

webui/notifications.py

@@ -0,0 +1,480 @@
+"""Notifications and human-attention routing module for Phase 3 web console (#648).
+
+Defines attention classes, event classification rules, and inbox aggregation so
+operators receive direct alerts only for human-required escalation boundaries
+(#628) while routine workflow transitions remain available for pull-based review.
+"""
+
+from __future__ import annotations
+
+import os
+from dataclasses import dataclass, field
+from datetime import datetime, timezone
+from typing import Any, Callable, Sequence
+
+from webui import console_redaction
+from webui.project_registry import find_project, load_registry
+from webui.queue_loader import QueueSnapshot, load_queue_snapshot
+from webui.lease_loader import LeaseSnapshot, load_lease_snapshot
+from webui.system_health import SystemHealthSnapshot, load_system_health
+
+# Attention class definitions (#628, #648)
+ATTENTION_ROUTINE = "routine"
+ATTENTION_OPERATOR = "operator"
+ATTENTION_HUMAN_REQUIRED = "human-required"
+
+ATTENTION_CLASSES = (
+    ATTENTION_ROUTINE,
+    ATTENTION_OPERATOR,
+    ATTENTION_HUMAN_REQUIRED,
+)
+
+# Notification categories
+CATEGORY_AUTH = "auth"
+CATEGORY_BLOCKER = "blocker"
+CATEGORY_LEASE = "lease"
+CATEGORY_VALIDATION = "validation"
+CATEGORY_WORKFLOW = "workflow"
+CATEGORY_SYSTEM = "system"
+
+CATEGORIES = (
+    CATEGORY_AUTH,
+    CATEGORY_BLOCKER,
+    CATEGORY_LEASE,
+    CATEGORY_VALIDATION,
+    CATEGORY_WORKFLOW,
+    CATEGORY_SYSTEM,
+)
+
+
+@dataclass(frozen=True)
+class NotificationItem:
+    """A single notification or inbox event."""
+
+    id: str
+    attention_class: str  # "routine", "operator", "human-required"
+    category: str  # "auth", "blocker", "lease", "validation", etc.
+    title: str
+    summary: str
+    work_kind: str | None  # "issue", "pr", "session", "system"
+    work_number: int | None
+    project_id: str
+    repo_label: str
+    created_at: str
+    deep_link: str | None = None
+    requires_human: bool = False
+    extra: dict[str, Any] = field(default_factory=dict)
+
+    def as_dict(self) -> dict[str, Any]:
+        return {
+            "id": self.id,
+            "attention_class": self.attention_class,
+            "category": self.category,
+            "title": self.title,
+            "summary": console_redaction.redact_text(self.summary),
+            "work_kind": self.work_kind,
+            "work_number": self.work_number,
+            "project_id": self.project_id,
+            "repo_label": self.repo_label,
+            "created_at": self.created_at,
+            "deep_link": self.deep_link,
+            "requires_human": self.requires_human,
+            "extra": self.extra,
+        }
+
+
+@dataclass(frozen=True)
+class NotificationSnapshot:
+    """Snapshot of notifications and attention inbox state."""
+
+    project_id: str
+    repo_label: str
+    items: tuple[NotificationItem, ...]
+    human_required_count: int
+    operator_count: int
+    routine_count: int
+    total_count: int
+    fetch_error: str | None = None
+
+    @property
+    def inbox_items(self) -> tuple[NotificationItem, ...]:
+        """Items requiring operator or human attention (excluding routine)."""
+        return tuple(
+            item
+            for item in self.items
+            if item.attention_class in {ATTENTION_OPERATOR, ATTENTION_HUMAN_REQUIRED}
+        )
+
+    @property
+    def human_required_items(self) -> tuple[NotificationItem, ...]:
+        return tuple(
+            item for item in self.items if item.attention_class == ATTENTION_HUMAN_REQUIRED
+        )
+
+    @property
+    def operator_items(self) -> tuple[NotificationItem, ...]:
+        return tuple(
+            item for item in self.items if item.attention_class == ATTENTION_OPERATOR
+        )
+
+    @property
+    def routine_items(self) -> tuple[NotificationItem, ...]:
+        return tuple(
+            item for item in self.items if item.attention_class == ATTENTION_ROUTINE
+        )
+
+    def as_dict(self) -> dict[str, Any]:
+        return {
+            "project_id": self.project_id,
+            "repo_label": self.repo_label,
+            "human_required_count": self.human_required_count,
+            "operator_count": self.operator_count,
+            "routine_count": self.routine_count,
+            "total_count": self.total_count,
+            "fetch_error": self.fetch_error,
+            "inbox_items": [item.as_dict() for item in self.inbox_items],
+            "all_items": [item.as_dict() for item in self.items],
+        }
+
+
+def classify_attention_event(
+    category: str,
+    title: str,
+    summary: str,
+    *,
+    is_hard_stop: bool = False,
+    is_auth_failure: bool = False,
+    is_irrecoverable: bool = False,
+    is_decision_lock: bool = False,
+    is_validation_failure: bool = False,
+    is_stale: bool = False,
+    is_blocker: bool = False,
+) -> tuple[str, bool]:
+    """Classify an event into an attention class and human requirement flag.
+
+    Rules (#628, #648):
+    1. Critical boundaries (hard stop, auth failure, irrecoverable state,
+       decision lock, validation failure) -> ATTENTION_HUMAN_REQUIRED (requires_human=True).
+    2. Operational queues (blocker, stale lease, unassigned ready work, queue collision)
+       -> ATTENTION_OPERATOR (requires_human=False).
+    3. Routine state transitions (clean progression, healthy heartbeats) -> ATTENTION_ROUTINE (requires_human=False).
+    """
+    if (
+        is_hard_stop
+        or is_auth_failure
+        or is_irrecoverable
+        or is_decision_lock
+        or is_validation_failure
+        or category in {CATEGORY_AUTH, CATEGORY_VALIDATION}
+        or "hard stop" in summary.lower()
+        or "unauthorized" in summary.lower()
+        or "irrecoverable" in summary.lower()
+    ):
+        return ATTENTION_HUMAN_REQUIRED, True
+
+    if is_stale or is_blocker or category in {CATEGORY_BLOCKER, CATEGORY_LEASE}:
+        return ATTENTION_OPERATOR, False
+
+    return ATTENTION_ROUTINE, False
+
+
+def load_notifications_snapshot(
+    project_id: str | None = None,
+    *,
+    load_queue: Callable[..., QueueSnapshot] | None = None,
+    load_leases: Callable[..., LeaseSnapshot] | None = None,
+    load_health: Callable[..., SystemHealthSnapshot] | None = None,
+) -> NotificationSnapshot:
+    """Load and classify attention notifications across queue, leases, and system health."""
+    registry = load_registry()
+    project = None
+    if project_id:
+        for entry in registry.projects:
+            if entry.id == project_id:
+                project = entry
+                break
+    else:
+        project = registry.projects[0] if registry.projects else None
+
+    if project is None:
+        return NotificationSnapshot(
+            project_id=project_id or "",
+            repo_label="",
+            items=(),
+            human_required_count=0,
+            operator_count=0,
+            routine_count=0,
+            total_count=0,
+            fetch_error="project not found in registry",
+        )
+
+    queue_loader_fn = load_queue or load_queue_snapshot
+    lease_loader_fn = load_leases or load_lease_snapshot
+    health_loader_fn = load_health or load_system_health
+
+    try:
+        queue_snap = queue_loader_fn(project.id)
+    except TypeError:
+        queue_snap = queue_loader_fn(project_id=project.id)
+
+    try:
+        lease_snap = lease_loader_fn(project_id=project.id)
+    except TypeError:
+        lease_snap = lease_loader_fn(project.id)
+
+    try:
+        health_snap = health_loader_fn(project_id=project.id)
+    except TypeError:
+        try:
+            health_snap = health_loader_fn(project.id)
+        except TypeError:
+            health_snap = health_loader_fn()
+
+    items: list[NotificationItem] = []
+    now_iso = datetime.now(timezone.utc).isoformat()
+
+    # 1. System health alerts (highest priority)
+    for probe_err in getattr(health_snap, "probe_errors", ()):
+        att_cls, req_human = classify_attention_event(
+            CATEGORY_SYSTEM,
+            "System Health Probe Error",
+            probe_err,
+            is_blocker=True,
+        )
+        items.append(
+            NotificationItem(
+                id=f"notif-sys-err-{project.id}",
+                attention_class=att_cls,
+                category=CATEGORY_SYSTEM,
+                title="System Health Error",
+                summary=f"System health error: {probe_err}",
+                work_kind="system",
+                work_number=None,
+                project_id=project.id,
+                repo_label=f"{project.gitea_owner}/{project.repo_name}",
+                created_at=now_iso,
+                deep_link="/system",
+                requires_human=req_human,
+            )
+        )
+
+    for probe in getattr(health_snap, "dependencies", ()):
+        if probe.status not in ("ok", "healthy"):
+            att_cls, req_human = classify_attention_event(
+                CATEGORY_SYSTEM,
+                f"Probe Failure: {probe.name}",
+                probe.detail or probe.status,
+                is_hard_stop=("stop" in probe.status or "fatal" in probe.status),
+                is_auth_failure=("auth" in probe.name.lower() or "unauthorized" in probe.status.lower()),
+                is_blocker=True,
+            )
+            items.append(
+                NotificationItem(
+                    id=f"notif-probe-{probe.name}",
+                    attention_class=att_cls,
+                    category=CATEGORY_AUTH if "auth" in probe.name.lower() else CATEGORY_SYSTEM,
+                    title=f"Health Probe Alert: {probe.name}",
+                    summary=f"Probe '{probe.name}' reported status '{probe.status}': {probe.detail}",
+                    work_kind="system",
+                    work_number=None,
+                    project_id=project.id,
+                    repo_label=f"{project.gitea_owner}/{project.repo_name}",
+                    created_at=now_iso,
+                    deep_link="/system",
+                    requires_human=req_human,
+                )
+            )
+
+    # 2. Queue items (PRs and Issues)
+    for pr in queue_snap.prs:
+        if "blocked" in pr.badges:
+            att_cls, req_human = classify_attention_event(
+                CATEGORY_BLOCKER,
+                f"PR #{pr.number} Blocked",
+                f"PR #{pr.number} '{pr.title}' is blocked or has merge conflicts.",
+                is_blocker=True,
+            )
+            items.append(
+                NotificationItem(
+                    id=f"notif-pr-block-{pr.number}",
+                    attention_class=att_cls,
+                    category=CATEGORY_BLOCKER,
+                    title=f"Blocked PR #{pr.number}",
+                    summary=f"PR #{pr.number} ({pr.title}) requires merge conflict resolution.",
+                    work_kind="pr",
+                    work_number=pr.number,
+                    project_id=project.id,
+                    repo_label=f"{project.gitea_owner}/{project.repo_name}",
+                    created_at=now_iso,
+                    deep_link=f"/traffic",
+                    requires_human=req_human,
+                )
+            )
+        elif "stale" in pr.badges:
+            att_cls, req_human = classify_attention_event(
+                CATEGORY_WORKFLOW,
+                f"PR #{pr.number} Stale",
+                f"PR #{pr.number} '{pr.title}' has had no activity for over 14 days.",
+                is_stale=True,
+            )
+            items.append(
+                NotificationItem(
+                    id=f"notif-pr-stale-{pr.number}",
+                    attention_class=att_cls,
+                    category=CATEGORY_WORKFLOW,
+                    title=f"Stale PR #{pr.number}",
+                    summary=f"PR #{pr.number} ({pr.title}) is stale.",
+                    work_kind="pr",
+                    work_number=pr.number,
+                    project_id=project.id,
+                    repo_label=f"{project.gitea_owner}/{project.repo_name}",
+                    created_at=now_iso,
+                    deep_link=f"/queue",
+                    requires_human=req_human,
+                )
+            )
+        else:
+            # Routine PR transition
+            att_cls, req_human = classify_attention_event(
+                CATEGORY_WORKFLOW,
+                f"PR #{pr.number} Active",
+                f"PR #{pr.number} '{pr.title}' is in routine state {', '.join(pr.badges)}.",
+            )
+            items.append(
+                NotificationItem(
+                    id=f"notif-pr-routine-{pr.number}",
+                    attention_class=att_cls,
+                    category=CATEGORY_WORKFLOW,
+                    title=f"Routine PR #{pr.number}",
+                    summary=f"PR #{pr.number} ({pr.title}) state: {', '.join(pr.badges)}.",
+                    work_kind="pr",
+                    work_number=pr.number,
+                    project_id=project.id,
+                    repo_label=f"{project.gitea_owner}/{project.repo_name}",
+                    created_at=now_iso,
+                    deep_link=f"/queue",
+                    requires_human=req_human,
+                )
+            )
+
+    for issue in queue_snap.issues:
+        if "duplicate" in issue.badges:
+            att_cls, req_human = classify_attention_event(
+                CATEGORY_BLOCKER,
+                f"Issue #{issue.number} Duplicate PRs",
+                f"Issue #{issue.number} has multiple linked PRs.",
+                is_blocker=True,
+            )
+            items.append(
+                NotificationItem(
+                    id=f"notif-issue-dup-{issue.number}",
+                    attention_class=att_cls,
+                    category=CATEGORY_BLOCKER,
+                    title=f"Duplicate PRs on Issue #{issue.number}",
+                    summary=f"Issue #{issue.number} ({issue.title}) linked to multiple PRs.",
+                    work_kind="issue",
+                    work_number=issue.number,
+                    project_id=project.id,
+                    repo_label=f"{project.gitea_owner}/{project.repo_name}",
+                    created_at=now_iso,
+                    deep_link=f"/traffic",
+                    requires_human=req_human,
+                )
+            )
+        elif "claimed" in issue.badges or "in-review" in issue.badges:
+            att_cls, req_human = classify_attention_event(
+                CATEGORY_WORKFLOW,
+                f"Issue #{issue.number} Active",
+                f"Issue #{issue.number} '{issue.title}' in state {', '.join(issue.badges)}.",
+            )
+            items.append(
+                NotificationItem(
+                    id=f"notif-issue-routine-{issue.number}",
+                    attention_class=att_cls,
+                    category=CATEGORY_WORKFLOW,
+                    title=f"Routine Issue #{issue.number}",
+                    summary=f"Issue #{issue.number} ({issue.title}) state: {', '.join(issue.badges)}.",
+                    work_kind="issue",
+                    work_number=issue.number,
+                    project_id=project.id,
+                    repo_label=f"{project.gitea_owner}/{project.repo_name}",
+                    created_at=now_iso,
+                    deep_link=f"/queue",
+                    requires_human=req_human,
+                )
+            )
+
+    # 3. Leases / Collisions
+    for lease in lease_snap.reviewer_leases:
+        if lease.get("is_expired") or lease.get("status") == "expired":
+            pr_num = lease.get("pr_number") or lease.get("work_item_number")
+            att_cls, req_human = classify_attention_event(
+                CATEGORY_LEASE,
+                f"Reviewer Lease Expired for PR #{pr_num}",
+                f"Reviewer lease for PR #{pr_num} has expired.",
+                is_stale=True,
+            )
+            items.append(
+                NotificationItem(
+                    id=f"notif-lease-exp-pr-{pr_num}",
+                    attention_class=att_cls,
+                    category=CATEGORY_LEASE,
+                    title=f"Expired Reviewer Lease (PR #{pr_num})",
+                    summary=f"Reviewer lease for PR #{pr_num} expired.",
+                    work_kind="pr",
+                    work_number=pr_num,
+                    project_id=project.id,
+                    repo_label=f"{project.gitea_owner}/{project.repo_name}",
+                    created_at=now_iso,
+                    deep_link="/leases",
+                    requires_human=req_human,
+                )
+            )
+
+    for collision in lease_snap.duplicate_prs:
+        att_cls, req_human = classify_attention_event(
+            CATEGORY_BLOCKER,
+            f"Duplicate PR Collision ({collision.kind})",
+            collision.message,
+            is_blocker=True,
+        )
+        items.append(
+            NotificationItem(
+                id=f"notif-collision-{collision.issue_number or 0}",
+                attention_class=att_cls,
+                category=CATEGORY_BLOCKER,
+                title=f"Collision Alert ({collision.kind})",
+                summary=collision.message,
+                work_kind="issue" if collision.issue_number else "pr",
+                work_number=collision.issue_number,
+                project_id=project.id,
+                repo_label=f"{project.gitea_owner}/{project.repo_name}",
+                created_at=now_iso,
+                deep_link="/leases",
+                requires_human=req_human,
+            )
+        )
+
+    human_req_count = sum(1 for i in items if i.attention_class == ATTENTION_HUMAN_REQUIRED)
+    operator_count = sum(1 for i in items if i.attention_class == ATTENTION_OPERATOR)
+    routine_count = sum(1 for i in items if i.attention_class == ATTENTION_ROUTINE)
+
+    fetch_err = queue_snap.fetch_error or lease_snap.fetch_error or getattr(health_snap, "probe_errors", None)
+    if isinstance(fetch_err, (tuple, list)):
+        fetch_err = "; ".join(fetch_err) if fetch_err else None
+
+    return NotificationSnapshot(
+        project_id=project.id,
+        repo_label=f"{project.gitea_owner}/{project.repo_name}",
+        items=tuple(items),
+        human_required_count=human_req_count,
+        operator_count=operator_count,
+        routine_count=routine_count,
+        total_count=len(items),
+        fetch_error=fetch_err,
+    )
+
+
+def snapshot_to_dict(snapshot: NotificationSnapshot) -> dict[str, Any]:
+    """JSON-serializable export for /api/v1/notifications."""
+    return snapshot.as_dict()