Begin adding AI memory

.gitignore

@@ -167,3 +167,5 @@ node_modules/
 .podman/
 .beads/
 .sisyphus/
+
+.container-home/

INSTALL.md

@@ -54,6 +54,13 @@ Prosody container helpers:
 - `QUADLET_PROSODY_DATA_DIR`
 - `QUADLET_PROSODY_LOGS_DIR`
 
+Memory/wiki search helpers:
+
+- `MEMORY_SEARCH_BACKEND` (`django` or `manticore`)
+- `MANTICORE_HTTP_URL`
+- `MANTICORE_MEMORY_TABLE`
+- `MANTICORE_HTTP_TIMEOUT`
+
 For XMPP media upload, configure one of:
 
 - `XMPP_UPLOAD_SERVICE`
@@ -173,6 +180,26 @@ Certificate renewal helper (run as root on host):
 ./utilities/prosody/renew_prosody_cert.sh
 ```
 
+### E) Manticore container for memory/wiki retrieval
+
+```bash
+./utilities/memory/manage_manticore_container.sh up
+./utilities/memory/manage_manticore_container.sh status
+./utilities/memory/manage_manticore_container.sh logs
+```
+
+Reindex memory into configured backend:
+
+```bash
+podman exec ur_gia /venv/bin/python manage.py memory_search_reindex --user-id 1 --statuses active
+```
+
+Query memory backend:
+
+```bash
+podman exec ur_gia /venv/bin/python manage.py memory_search_query --user-id 1 --query "reply style"
+```
+
 ### C) Signal or WhatsApp send failures
 
 - Verify account/link status in service pages.

app/local_settings.py

@@ -67,3 +67,8 @@ CAPABILITY_ENFORCEMENT_ENABLED = (
 )
 TRACE_PROPAGATION_ENABLED = getenv("TRACE_PROPAGATION_ENABLED", "true").lower() in trues
 EVENT_PRIMARY_WRITE_PATH = getenv("EVENT_PRIMARY_WRITE_PATH", "false").lower() in trues
+
+MEMORY_SEARCH_BACKEND = getenv("MEMORY_SEARCH_BACKEND", "django")
+MANTICORE_HTTP_URL = getenv("MANTICORE_HTTP_URL", "http://127.0.0.1:9308")
+MANTICORE_MEMORY_TABLE = getenv("MANTICORE_MEMORY_TABLE", "gia_memory_items")
+MANTICORE_HTTP_TIMEOUT = int(getenv("MANTICORE_HTTP_TIMEOUT", "5") or 5)

app/urls.py

@@ -83,6 +83,21 @@ urlpatterns = [
         system.EventProjectionShadowAPI.as_view(),
         name="system_projection_shadow",
     ),
+    path(
+        "settings/system/event-ledger-smoke/",
+        system.EventLedgerSmokeAPI.as_view(),
+        name="system_event_ledger_smoke",
+    ),
+    path(
+        "settings/system/memory-search/status/",
+        system.MemorySearchStatusAPI.as_view(),
+        name="system_memory_search_status",
+    ),
+    path(
+        "settings/system/memory-search/query/",
+        system.MemorySearchQueryAPI.as_view(),
+        name="system_memory_search_query",
+    ),
     path(
         "settings/command-routing/",
         automation.CommandRoutingSettings.as_view(),

artifacts/plans/15-simplify-task-settings-and-more.md

@@ -0,0 +1,13 @@
+
+No Tasks Yet
+
+This group has no derived tasks yet. To start populating this view:
+
+    Open Task Settings and confirm this chat is mapped under Group Mapping.
+    Send task-like messages in this group, for example: task: ship v1, todo: write tests, please review PR.
+    Mark completion explicitly with a phrase + reference, for example: done #12, completed #12, fixed #12.
+    Refresh this page; new derived tasks and events should appear automatically.
+
+
+
+task settings sound complicated, make them simpler

artifacts/plans/16-agent-knowledge-memory-foundation.md

@@ -0,0 +1,34 @@
+# Feature Plan: Agent Knowledge Memory Foundation (Pre-11/12)
+
+## Goal
+Establish a scalable, queryable memory substrate so wiki and MCP features can rely on fast retrieval instead of markdown-file scans.
+
+## Why This Comes Before 11/12
+- Plan 11 (personal memory) needs performant retrieval and indexing guarantees.
+- Plan 12 (MCP wiki/tools) needs a stable backend abstraction independent of UI and tool transport.
+
+## Scope
+- Pluggable memory search backend interface.
+- Default Django backend for zero-infra operation.
+- Optional Manticore backend for scalable full-text/vector-ready indexing.
+- Reindex + query operational commands.
+- System diagnostics endpoints for backend status and query inspection.
+
+## Implementation Slice
+1. Add `core/memory/search_backend.py` abstraction and backends.
+2. Add `memory_search_reindex` and `memory_search_query` management commands.
+3. Add system APIs:
+   - backend status
+   - memory query
+4. Add lightweight Podman utility script for Manticore runtime.
+5. Add tests for diagnostics and query behavior.
+
+## Acceptance Criteria
+- Memory retrieval works with `MEMORY_SEARCH_BACKEND=django` out of the box.
+- Switching to `MEMORY_SEARCH_BACKEND=manticore` requires only env/config + container startup.
+- Operators can verify backend health and query output from system settings.
+
+## Out of Scope
+- Full wiki article model/UI.
+- Full MCP server process/tooling.
+- Embedding generation pipeline (next slice after backend foundation).

artifacts/plans/16-memory-backend-evaluation.md

@@ -0,0 +1,25 @@
+# Memory Backend Evaluation: Manticore vs Alternatives
+
+## Decision Summary
+- **Recommended now:** Manticore for indexed text retrieval and future vector layering.
+- **Default fallback:** Django/ORM backend for zero-infra environments.
+- **Revisit later:** dedicated vector DB only if recall quality or ANN latency requires it.
+
+## Why Manticore Fits This Stage
+- Already present in adjacent infra and codebase history.
+- Runs well as a small standalone container with low operational complexity.
+- Supports SQL-like querying and fast full-text retrieval for agent memory/wiki content.
+- Lets us keep one retrieval abstraction while deferring embedding complexity.
+
+## Tradeoff Notes
+- Manticore-first gives immediate performance over markdown scans.
+- For advanced ANN/vector-only workloads, Qdrant/pgvector/Weaviate may outperform with less custom shaping.
+- A hybrid approach remains possible:
+  - Manticore for lexical + metadata filtering,
+  - optional vector store for semantic recall.
+
+## Practical Rollout
+1. Start with `MEMORY_SEARCH_BACKEND=django` and verify API/command workflows.
+2. Start Manticore container and switch to `MEMORY_SEARCH_BACKEND=manticore`.
+3. Run reindex and validate query latency/quality on real agent workflows.
+4. Add embedding pipeline only after baseline lexical retrieval is stable.

auth_django.py

@@ -1,85 +0,0 @@
-# Create a debug log to confirm script execution
-
-import os
-import sys
-
-import django
-
-LOG_PATH = os.environ.get("AUTH_DEBUG_LOG", "/tmp/auth_debug.log")
-
-
-def log(data):
-    try:
-        with open(LOG_PATH, "a") as f:
-            f.write(f"{data}\n")
-    except Exception:
-        pass
-
-
-# Set up Django environment
-os.environ.setdefault("DJANGO_SETTINGS_MODULE", "app.settings")  # Adjust if needed
-django.setup()
-
-from django.contrib.auth import authenticate  # noqa: E402
-from django.contrib.auth.models import User  # noqa: E402
-
-
-def check_credentials(username, password):
-    """Authenticate user via Django"""
-    user = authenticate(username=username, password=password)
-    return user is not None and user.is_active
-
-
-def main():
-    """Process authentication requests from Prosody"""
-    while True:
-        try:
-            # Read a single line from stdin
-            line = sys.stdin.readline().strip()
-            if not line:
-                break  # Exit if input is empty (EOF)
-
-            # Log received command (for debugging)
-            # log(f"Received: {line}")
-
-            parts = line.split(":")
-            if len(parts) < 3:
-                log("Sending 0")
-                print("0", flush=True)  # Invalid format, return failure
-                continue
-
-            command, username, domain = parts[:3]
-            password = (
-                ":".join(parts[3:]) if len(parts) > 3 else None
-            )  # Reconstruct password
-
-            if command == "auth":
-                if password and check_credentials(username, password):
-                    log("Authentication success")
-                    log("Sent 1")
-                    print("1", flush=True)  # Success
-                else:
-                    log("Authentication failure")
-                    log("Sent 0")
-                    print("0", flush=True)  # Failure
-
-            elif command == "isuser":
-                if User.objects.filter(username=username).exists():
-                    print("1", flush=True)  # User exists
-                else:
-                    print("0", flush=True)  # User does not exist
-
-            elif command == "setpass":
-                print("0", flush=True)  # Not supported
-
-            else:
-                print("0", flush=True)  # Unknown command, return failure
-
-        except Exception as e:
-            # Log any unexpected errors
-            log(f"Error: {str(e)}\n")
-            print("0", flush=True)  # Return failure for any error
-
-
-if __name__ == "__main__":
-    main()

auth_django.sh

@@ -1,10 +0,0 @@
-#!/bin/sh
-set -eu
-
-# Prosody external auth expects a single long-lived stdin/stdout process.
-# Keep one stable process chain and hand off with exec.
-exec podman exec -i gia sh -lc '
-  cd /code &&
-  . /venv/bin/activate &&
-  exec python -u auth_django.py
-'

core/clients/xmpp.py

@@ -840,7 +840,6 @@ class XMPPComponent(ComponentXMPP):
                     connected = self.connect()
                     if connected is False:
                         raise RuntimeError("connect returned false")
-                    self.process(forever=False)
                     return
                 except Exception as exc:
                     self.log.warning("XMPP reconnect attempt failed: %s", exc)
@@ -1754,7 +1753,6 @@ class XMPPClient(ClientBase):
         self.client.loop = self.loop
 
         self.client.connect()
-        self.client.process(forever=False)
 
     async def start_typing_for_person(self, user, person_identifier):
         await self.client.send_typing_for_person(user, person_identifier, True)

core/management/commands/event_ledger_smoke.py

@@ -3,7 +3,7 @@ from __future__ import annotations
 import json
 import time
 
-from django.core.management.base import BaseCommand
+from django.core.management.base import BaseCommand, CommandError
 
 from core.models import ConversationEvent
 
@@ -16,6 +16,8 @@ class Command(BaseCommand):
         parser.add_argument("--service", default="")
         parser.add_argument("--user-id", default="")
         parser.add_argument("--limit", type=int, default=200)
+        parser.add_argument("--require-types", default="")
+        parser.add_argument("--fail-if-empty", action="store_true", default=False)
         parser.add_argument("--json", action="store_true", default=False)
 
     def handle(self, *args, **options):
@@ -23,7 +25,14 @@ class Command(BaseCommand):
         service = str(options.get("service") or "").strip().lower()
         user_id = str(options.get("user_id") or "").strip()
         limit = max(1, int(options.get("limit") or 200))
+        require_types_raw = str(options.get("require_types") or "").strip()
+        fail_if_empty = bool(options.get("fail_if_empty"))
         as_json = bool(options.get("json"))
+        required_types = [
+            item.strip().lower()
+            for item in require_types_raw.split(",")
+            if item.strip()
+        ]
 
         cutoff_ts = int(time.time() * 1000) - (minutes * 60 * 1000)
         queryset = ConversationEvent.objects.filter(ts__gte=cutoff_ts).order_by("-ts")
@@ -48,6 +57,11 @@ class Command(BaseCommand):
         for row in rows:
             key = str(row.get("event_type") or "")
             event_type_counts[key] = int(event_type_counts.get(key) or 0) + 1
+        missing_required_types = [
+            event_type
+            for event_type in required_types
+            if int(event_type_counts.get(event_type) or 0) <= 0
+        ]
 
         payload = {
             "minutes": minutes,
@@ -55,6 +69,8 @@ class Command(BaseCommand):
             "user_id": user_id,
             "count": len(rows),
             "event_type_counts": event_type_counts,
+            "required_types": required_types,
+            "missing_required_types": missing_required_types,
             "sample": rows[:25],
         }
 
@@ -66,3 +82,14 @@ class Command(BaseCommand):
             f"event-ledger-smoke minutes={minutes} service={service or '-'} user={user_id or '-'} count={len(rows)}"
         )
         self.stdout.write(f"event_type_counts={event_type_counts}")
+        if required_types:
+            self.stdout.write(
+                f"required_types={required_types} missing_required_types={missing_required_types}"
+            )
+
+        if fail_if_empty and len(rows) == 0:
+            raise CommandError("No recent ConversationEvent rows found.")
+        if missing_required_types:
+            raise CommandError(
+                "Missing required event types: " + ", ".join(missing_required_types)
+            )

core/management/commands/event_projection_shadow.py

@@ -19,6 +19,7 @@ class Command(BaseCommand):
         parser.add_argument("--user-id", default="")
         parser.add_argument("--session-id", default="")
         parser.add_argument("--service", default="")
+        parser.add_argument("--recent-only", action="store_true", default=False)
         parser.add_argument("--recent-minutes", type=int, default=0)
         parser.add_argument("--limit-sessions", type=int, default=50)
         parser.add_argument("--detail-limit", type=int, default=25)
@@ -29,7 +30,10 @@ class Command(BaseCommand):
         user_id = str(options.get("user_id") or "").strip()
         session_id = str(options.get("session_id") or "").strip()
         service = str(options.get("service") or "").strip().lower()
+        recent_only = bool(options.get("recent_only"))
         recent_minutes = max(0, int(options.get("recent_minutes") or 0))
+        if recent_only and recent_minutes <= 0:
+            recent_minutes = 120
         limit_sessions = max(1, int(options.get("limit_sessions") or 50))
         detail_limit = max(0, int(options.get("detail_limit") or 25))
         as_json = bool(options.get("json"))
@@ -98,6 +102,7 @@ class Command(BaseCommand):
                 "user_id": user_id,
                 "session_id": session_id,
                 "service": service,
+                "recent_only": recent_only,
                 "recent_minutes": recent_minutes,
                 "limit_sessions": limit_sessions,
                 "detail_limit": detail_limit,

core/management/commands/memory_search_query.py

@@ -0,0 +1,72 @@
+from __future__ import annotations
+
+import json
+
+from django.core.management.base import BaseCommand, CommandError
+
+from core.memory.search_backend import get_memory_search_backend
+
+
+class Command(BaseCommand):
+    help = "Run a query against configured memory search backend."
+
+    def add_arguments(self, parser):
+        parser.add_argument("--user-id", required=True)
+        parser.add_argument("--query", required=True)
+        parser.add_argument("--conversation-id", default="")
+        parser.add_argument("--statuses", default="active")
+        parser.add_argument("--limit", type=int, default=20)
+        parser.add_argument("--json", action="store_true", default=False)
+
+    def handle(self, *args, **options):
+        user_id_raw = str(options.get("user_id") or "").strip()
+        query = str(options.get("query") or "").strip()
+        conversation_id = str(options.get("conversation_id") or "").strip()
+        statuses = tuple(
+            item.strip().lower()
+            for item in str(options.get("statuses") or "active").split(",")
+            if item.strip()
+        )
+        limit = max(1, int(options.get("limit") or 20))
+        as_json = bool(options.get("json"))
+
+        if not user_id_raw:
+            raise CommandError("--user-id is required")
+        if not query:
+            raise CommandError("--query is required")
+
+        backend = get_memory_search_backend()
+        hits = backend.search(
+            user_id=int(user_id_raw),
+            query=query,
+            conversation_id=conversation_id,
+            limit=limit,
+            include_statuses=statuses,
+        )
+        payload = {
+            "backend": getattr(backend, "name", "unknown"),
+            "query": query,
+            "user_id": int(user_id_raw),
+            "conversation_id": conversation_id,
+            "statuses": statuses,
+            "count": len(hits),
+            "hits": [
+                {
+                    "memory_id": item.memory_id,
+                    "score": item.score,
+                    "summary": item.summary,
+                    "payload": item.payload,
+                }
+                for item in hits
+            ],
+        }
+        if as_json:
+            self.stdout.write(json.dumps(payload, indent=2, sort_keys=True))
+            return
+        self.stdout.write(
+            f"memory-search-query backend={payload['backend']} count={payload['count']} query={query!r}"
+        )
+        for row in payload["hits"]:
+            self.stdout.write(
+                f"- id={row['memory_id']} score={row['score']:.2f} summary={row['summary'][:120]}"
+            )

core/management/commands/memory_search_reindex.py

@@ -0,0 +1,49 @@
+from __future__ import annotations
+
+import json
+
+from django.core.management.base import BaseCommand
+
+from core.memory.search_backend import get_memory_search_backend
+
+
+class Command(BaseCommand):
+    help = "Reindex MemoryItem rows into the configured memory search backend."
+
+    def add_arguments(self, parser):
+        parser.add_argument("--user-id", default="")
+        parser.add_argument("--statuses", default="active")
+        parser.add_argument("--limit", type=int, default=2000)
+        parser.add_argument("--json", action="store_true", default=False)
+
+    def handle(self, *args, **options):
+        user_id_raw = str(options.get("user_id") or "").strip()
+        statuses = tuple(
+            item.strip().lower()
+            for item in str(options.get("statuses") or "active").split(",")
+            if item.strip()
+        )
+        limit = max(1, int(options.get("limit") or 2000))
+        as_json = bool(options.get("json"))
+
+        backend = get_memory_search_backend()
+        result = backend.reindex(
+            user_id=int(user_id_raw) if user_id_raw else None,
+            include_statuses=statuses,
+            limit=limit,
+        )
+        payload = {
+            "backend": getattr(backend, "name", "unknown"),
+            "user_id": user_id_raw,
+            "statuses": statuses,
+            "limit": limit,
+            "result": result,
+        }
+        if as_json:
+            self.stdout.write(json.dumps(payload, indent=2, sort_keys=True))
+            return
+        self.stdout.write(
+            f"memory-search-reindex backend={payload['backend']} "
+            f"user={user_id_raw or '-'} statuses={','.join(statuses) or '-'} "
+            f"scanned={int(result.get('scanned') or 0)} indexed={int(result.get('indexed') or 0)}"
+        )

core/memory/__init__.py

@@ -0,0 +1,3 @@
+from .search_backend import get_memory_search_backend
+
+__all__ = ["get_memory_search_backend"]

core/memory/search_backend.py

@@ -0,0 +1,283 @@
+from __future__ import annotations
+
+import hashlib
+import json
+import time
+from dataclasses import dataclass
+from typing import Any
+
+import requests
+from django.conf import settings
+
+from core.models import MemoryItem
+from core.util import logs
+
+log = logs.get_logger("memory-search")
+
+
+@dataclass
+class MemorySearchHit:
+    memory_id: str
+    score: float
+    summary: str
+    payload: dict[str, Any]
+
+
+def _flatten_to_text(value: Any) -> str:
+    if value is None:
+        return ""
+    if isinstance(value, dict):
+        parts = []
+        for key, item in value.items():
+            parts.append(str(key))
+            parts.append(_flatten_to_text(item))
+        return " ".join(part for part in parts if part).strip()
+    if isinstance(value, (list, tuple, set)):
+        return " ".join(_flatten_to_text(item) for item in value if item).strip()
+    return str(value).strip()
+
+
+class BaseMemorySearchBackend:
+    def upsert(self, item: MemoryItem) -> None:
+        raise NotImplementedError
+
+    def delete(self, memory_id: str) -> None:
+        raise NotImplementedError
+
+    def search(
+        self,
+        *,
+        user_id: int,
+        query: str,
+        conversation_id: str = "",
+        limit: int = 20,
+        include_statuses: tuple[str, ...] = ("active",),
+    ) -> list[MemorySearchHit]:
+        raise NotImplementedError
+
+    def reindex(
+        self,
+        *,
+        user_id: int | None = None,
+        include_statuses: tuple[str, ...] = ("active",),
+        limit: int = 2000,
+    ) -> dict[str, int]:
+        queryset = MemoryItem.objects.all().order_by("-updated_at")
+        if user_id is not None:
+            queryset = queryset.filter(user_id=int(user_id))
+        if include_statuses:
+            queryset = queryset.filter(status__in=list(include_statuses))
+
+        scanned = 0
+        indexed = 0
+        for item in queryset[: max(1, int(limit))]:
+            scanned += 1
+            try:
+                self.upsert(item)
+                indexed += 1
+            except Exception as exc:
+                log.warning("memory-search upsert failed id=%s err=%s", item.id, exc)
+        return {"scanned": scanned, "indexed": indexed}
+
+
+class DjangoMemorySearchBackend(BaseMemorySearchBackend):
+    name = "django"
+
+    def upsert(self, item: MemoryItem) -> None:
+        # No-op because Django backend queries source-of-truth rows directly.
+        _ = item
+
+    def delete(self, memory_id: str) -> None:
+        _ = memory_id
+
+    def search(
+        self,
+        *,
+        user_id: int,
+        query: str,
+        conversation_id: str = "",
+        limit: int = 20,
+        include_statuses: tuple[str, ...] = ("active",),
+    ) -> list[MemorySearchHit]:
+        needle = str(query or "").strip().lower()
+        if not needle:
+            return []
+
+        queryset = MemoryItem.objects.filter(user_id=int(user_id))
+        if conversation_id:
+            queryset = queryset.filter(conversation_id=conversation_id)
+        if include_statuses:
+            queryset = queryset.filter(status__in=list(include_statuses))
+
+        hits: list[MemorySearchHit] = []
+        for item in queryset.order_by("-updated_at")[:500]:
+            text_blob = _flatten_to_text(item.content).lower()
+            if needle not in text_blob:
+                continue
+            raw_summary = _flatten_to_text(item.content)
+            summary = raw_summary[:280]
+            score = 1.0 + min(1.0, len(needle) / max(1.0, len(text_blob)))
+            hits.append(
+                MemorySearchHit(
+                    memory_id=str(item.id),
+                    score=float(score),
+                    summary=summary,
+                    payload={
+                        "memory_kind": str(item.memory_kind or ""),
+                        "status": str(item.status or ""),
+                        "conversation_id": str(item.conversation_id or ""),
+                        "updated_at": item.updated_at.isoformat(),
+                    },
+                )
+            )
+            if len(hits) >= max(1, int(limit)):
+                break
+        return hits
+
+
+class ManticoreMemorySearchBackend(BaseMemorySearchBackend):
+    name = "manticore"
+
+    def __init__(self):
+        self.base_url = str(
+            getattr(settings, "MANTICORE_HTTP_URL", "http://127.0.0.1:9308")
+        ).rstrip("/")
+        self.table = str(
+            getattr(settings, "MANTICORE_MEMORY_TABLE", "gia_memory_items")
+        ).strip() or "gia_memory_items"
+        self.timeout_seconds = int(getattr(settings, "MANTICORE_HTTP_TIMEOUT", 5) or 5)
+
+    def _sql(self, query: str) -> dict[str, Any]:
+        response = requests.post(
+            f"{self.base_url}/sql",
+            data={"mode": "raw", "query": query},
+            timeout=self.timeout_seconds,
+        )
+        response.raise_for_status()
+        payload = response.json()
+        if isinstance(payload, list):
+            return payload[0] if payload else {}
+        return dict(payload or {})
+
+    def ensure_table(self) -> None:
+        self._sql(
+            (
+                f"CREATE TABLE IF NOT EXISTS {self.table} ("
+                "id BIGINT,"
+                "memory_uuid STRING,"
+                "user_id BIGINT,"
+                "conversation_id STRING,"
+                "memory_kind STRING,"
+                "status STRING,"
+                "updated_ts BIGINT,"
+                "summary TEXT,"
+                "body TEXT"
+                ")"
+            )
+        )
+
+    def _doc_id(self, memory_id: str) -> int:
+        digest = hashlib.blake2b(
+            str(memory_id or "").encode("utf-8"),
+            digest_size=8,
+        ).digest()
+        value = int.from_bytes(digest, byteorder="big", signed=False)
+        return max(1, int(value))
+
+    def _escape(self, value: Any) -> str:
+        text = str(value or "")
+        text = text.replace("\\", "\\\\").replace("'", "\\'")
+        return text
+
+    def upsert(self, item: MemoryItem) -> None:
+        self.ensure_table()
+        memory_id = str(item.id)
+        doc_id = self._doc_id(memory_id)
+        summary = _flatten_to_text(item.content)[:280]
+        body = _flatten_to_text(item.content)
+        updated_ts = int(item.updated_at.timestamp() * 1000)
+        query = (
+            f"REPLACE INTO {self.table} "
+            "(id,memory_uuid,user_id,conversation_id,memory_kind,status,updated_ts,summary,body) "
+            f"VALUES ({doc_id},'{self._escape(memory_id)}',{int(item.user_id)},"
+            f"'{self._escape(item.conversation_id)}','{self._escape(item.memory_kind)}',"
+            f"'{self._escape(item.status)}',{updated_ts},"
+            f"'{self._escape(summary)}','{self._escape(body)}')"
+        )
+        self._sql(query)
+
+    def delete(self, memory_id: str) -> None:
+        self.ensure_table()
+        doc_id = self._doc_id(memory_id)
+        self._sql(f"DELETE FROM {self.table} WHERE id={doc_id}")
+
+    def search(
+        self,
+        *,
+        user_id: int,
+        query: str,
+        conversation_id: str = "",
+        limit: int = 20,
+        include_statuses: tuple[str, ...] = ("active",),
+    ) -> list[MemorySearchHit]:
+        self.ensure_table()
+        needle = str(query or "").strip()
+        if not needle:
+            return []
+
+        where_parts = [f"user_id={int(user_id)}", f"MATCH('{self._escape(needle)}')"]
+        if conversation_id:
+            where_parts.append(f"conversation_id='{self._escape(conversation_id)}'")
+        statuses = [str(item or "").strip() for item in include_statuses if str(item or "").strip()]
+        if statuses:
+            in_clause = ",".join(f"'{self._escape(item)}'" for item in statuses)
+            where_parts.append(f"status IN ({in_clause})")
+        where_sql = " AND ".join(where_parts)
+        query_sql = (
+            f"SELECT memory_uuid,memory_kind,status,conversation_id,updated_ts,summary,WEIGHT() AS score "
+            f"FROM {self.table} WHERE {where_sql} ORDER BY score DESC LIMIT {max(1, int(limit))}"
+        )
+        payload = self._sql(query_sql)
+        rows = list(payload.get("data") or [])
+        hits = []
+        for row in rows:
+            item = dict(row or {})
+            hits.append(
+                MemorySearchHit(
+                    memory_id=str(item.get("memory_uuid") or ""),
+                    score=float(item.get("score") or 0.0),
+                    summary=str(item.get("summary") or ""),
+                    payload={
+                        "memory_kind": str(item.get("memory_kind") or ""),
+                        "status": str(item.get("status") or ""),
+                        "conversation_id": str(item.get("conversation_id") or ""),
+                        "updated_ts": int(item.get("updated_ts") or 0),
+                    },
+                )
+            )
+        return hits
+
+
+def get_memory_search_backend() -> BaseMemorySearchBackend:
+    backend = str(getattr(settings, "MEMORY_SEARCH_BACKEND", "django")).strip().lower()
+    if backend == "manticore":
+        return ManticoreMemorySearchBackend()
+    return DjangoMemorySearchBackend()
+
+
+def backend_status() -> dict[str, Any]:
+    backend = get_memory_search_backend()
+    status = {
+        "backend": getattr(backend, "name", "unknown"),
+        "ok": True,
+        "ts": int(time.time() * 1000),
+    }
+    if isinstance(backend, ManticoreMemorySearchBackend):
+        try:
+            backend.ensure_table()
+            status["manticore_http_url"] = backend.base_url
+            status["manticore_table"] = backend.table
+        except Exception as exc:
+            status["ok"] = False
+            status["error"] = str(exc)
+    return status

core/templates/pages/system-settings.html

@@ -39,6 +39,113 @@
           </article>
         </div>
 
+        <div class="column is-12">
+          <article class="box">
+            <h2 class="title is-6">Diagnostics Quick Checks</h2>
+            <p class="is-size-7 has-text-grey" style="margin-bottom: 0.65rem;">
+              Run projection shadow, event ledger smoke, and trace diagnostics from one place.
+            </p>
+            <div class="columns is-multiline">
+              <div class="column is-12-tablet is-3-desktop">
+                <form id="projection-shadow-form">
+                  <label class="label is-size-7">Projection Shadow</label>
+                  <div class="field">
+                    <div class="control">
+                      <input class="input is-small" name="session_lookup" placeholder="name | id | service | identifier" list="diagnostics-session-options" required>
+                      <input type="hidden" name="session_id">
+                    </div>
+                    <p class="help is-size-7" title="Use this when a thread looks wrong in Compose and you need to compare DB messages vs event projection.">Pick a session to compare message table vs event projection.</p>
+                  </div>
+                  <div class="field">
+                    <div class="control">
+                      <input class="input is-small" name="detail_limit" value="25" type="number" min="0" max="200">
+                    </div>
+                  </div>
+                  <button class="button is-small is-link is-light" type="submit">Run Shadow</button>
+                </form>
+              </div>
+              <div class="column is-12-tablet is-3-desktop">
+                <form id="event-ledger-smoke-form">
+                  <label class="label is-size-7">Event Ledger Smoke</label>
+                  <div class="field">
+                    <div class="control">
+                      <input class="input is-small" name="minutes" value="120" type="number" min="1" max="10080">
+                    </div>
+                    <p class="help is-size-7" title="Use this to check that recent traffic is actually writing canonical events.">Checks whether recent actions were written to `ConversationEvent`.</p>
+                  </div>
+                  <div class="field">
+                    <div class="control">
+                      <input class="input is-small" name="service" placeholder="service" list="diagnostics-service-options">
+                    </div>
+                  </div>
+                  <div class="field">
+                    <div class="control">
+                      <input class="input is-small" name="require_types" placeholder="message_created,reaction_added" list="diagnostics-event-type-options">
+                    </div>
+                    <p class="help is-size-7" title="If set, response includes missing required event types so you can quickly spot dual-write gaps.">Optional required event types (comma-separated).</p>
+                  </div>
+                  <button class="button is-small is-link is-light" type="submit">Run Smoke</button>
+                </form>
+              </div>
+              <div class="column is-12-tablet is-3-desktop">
+                <form id="trace-diagnostics-form">
+                  <label class="label is-size-7">Trace Diagnostics</label>
+                  <div class="field">
+                    <div class="control">
+                      <input class="input is-small" name="trace_id" placeholder="select recent trace id or paste one" list="diagnostics-trace-options" required>
+                    </div>
+                    <p class="help is-size-7" title="Use this to reconstruct ingress -> persistence -> fanout path and jump to projection-shadow for linked sessions.">Use a trace id from the dropdown (recent traces), Event Ledger Smoke `sample[].trace_id`, or UR logs.</p>
+                  </div>
+                  <button class="button is-small is-link is-light" type="submit">Lookup Trace</button>
+                </form>
+              </div>
+              <div class="column is-12-tablet is-3-desktop">
+                <form id="memory-search-form">
+                  <label class="label is-size-7">Memory Search</label>
+                  <div class="field">
+                    <div class="control">
+                      <input class="input is-small" name="q" placeholder="search memory text" required>
+                    </div>
+                    <p class="help is-size-7" title="Use this for fast retrieval over AI memory/wiki text; backend can be django or manticore.">Query memory index and inspect top matches.</p>
+                  </div>
+                  <div class="field">
+                    <div class="control">
+                      <input class="input is-small" name="statuses" placeholder="active" value="active">
+                    </div>
+                  </div>
+                  <button class="button is-small is-link is-light" type="submit">Query Memory</button>
+                  <button class="button is-small is-light" type="button" id="memory-search-status">Backend Status</button>
+                </form>
+              </div>
+            </div>
+            <datalist id="diagnostics-session-options">
+              {% for row in diagnostics_options.sessions %}
+                <option value="{{ row.label }}" data-session-id="{{ row.id }}"></option>
+              {% endfor %}
+            </datalist>
+            <datalist id="diagnostics-trace-options">
+              {% for trace_id in diagnostics_options.trace_ids %}
+                <option value="{{ trace_id }}"></option>
+              {% endfor %}
+            </datalist>
+            <datalist id="diagnostics-service-options">
+              {% for service in diagnostics_options.services %}
+                <option value="{{ service }}"></option>
+              {% endfor %}
+            </datalist>
+            <datalist id="diagnostics-event-type-options">
+              {% for event_type in diagnostics_options.event_types %}
+                <option value="{{ event_type }}"></option>
+              {% endfor %}
+            </datalist>
+            <div class="buttons are-small" style="margin-bottom: 0.5rem;">
+              <button id="diagnostics-select-all" type="button" class="button is-light">Select All</button>
+              <button id="diagnostics-copy" type="button" class="button is-light">Copy</button>
+            </div>
+            <pre id="diagnostics-output" class="is-size-7" style="max-height: 20rem; overflow:auto; background:#f7f7f7; padding:0.75rem; border-radius:8px;"></pre>
+          </article>
+        </div>
+
         <div class="column is-12">
           <article class="box">
             <h2 class="title is-6">Purge OSINT Setup Categories</h2>
@@ -72,5 +179,144 @@
       </div>
     </div>
   </section>
-{% endblock %}
+  <script>
+    (function () {
+      const out = document.getElementById("diagnostics-output");
+      const shadowForm = document.getElementById("projection-shadow-form");
+      const smokeForm = document.getElementById("event-ledger-smoke-form");
+      const traceForm = document.getElementById("trace-diagnostics-form");
+      const memoryForm = document.getElementById("memory-search-form");
+      const memoryStatusBtn = document.getElementById("memory-search-status");
+      const selectAllBtn = document.getElementById("diagnostics-select-all");
+      const copyBtn = document.getElementById("diagnostics-copy");
+      const sessionOptionMap = new Map();
+      const sessionDatalist = document.getElementById("diagnostics-session-options");
+      if (sessionDatalist) {
+        sessionDatalist.querySelectorAll("option").forEach(function (opt) {
+          const key = (opt.value || "").trim();
+          const sessionId = (opt.dataset.sessionId || "").trim();
+          if (key && sessionId) {
+            sessionOptionMap.set(key, sessionId);
+          }
+        });
+      }
 
+      function write(text) {
+        if (out) {
+          out.textContent = text;
+        }
+      }
+
+      function outputText() {
+        return out ? (out.textContent || "") : "";
+      }
+
+      function selectOutputText() {
+        if (!out) return;
+        const range = document.createRange();
+        range.selectNodeContents(out);
+        const selection = window.getSelection();
+        if (!selection) return;
+        selection.removeAllRanges();
+        selection.addRange(range);
+      }
+
+      async function copyOutputText() {
+        const text = outputText();
+        if (!text) return;
+        try {
+          await navigator.clipboard.writeText(text);
+          write(text + "\n\n[Copied]");
+          return;
+        } catch (err) {
+          const area = document.createElement("textarea");
+          area.value = text;
+          area.style.position = "fixed";
+          area.style.opacity = "0";
+          document.body.appendChild(area);
+          area.focus();
+          area.select();
+          try {
+            document.execCommand("copy");
+            write(text + "\n\n[Copied]");
+          } finally {
+            document.body.removeChild(area);
+          }
+        }
+      }
+
+      async function runGet(url, params) {
+        const query = new URLSearchParams(params);
+        const response = await fetch(`${url}?${query.toString()}`, { headers: { "Accept": "application/json" } });
+        const payload = await response.json();
+        return { status: response.status, payload };
+      }
+
+      shadowForm.addEventListener("submit", async function (ev) {
+        ev.preventDefault();
+        write("Running projection shadow...");
+        const form = new FormData(shadowForm);
+        const sessionLookup = (form.get("session_lookup") || "").toString().trim();
+        const sessionId = sessionOptionMap.get(sessionLookup) || sessionLookup;
+        const result = await runGet("{% url 'system_projection_shadow' %}", {
+          session_id: sessionId,
+          detail_limit: (form.get("detail_limit") || "25").toString().trim(),
+        });
+        write(JSON.stringify(result, null, 2));
+      });
+
+      smokeForm.addEventListener("submit", async function (ev) {
+        ev.preventDefault();
+        write("Running event ledger smoke...");
+        const form = new FormData(smokeForm);
+        const result = await runGet("{% url 'system_event_ledger_smoke' %}", {
+          minutes: (form.get("minutes") || "120").toString().trim(),
+          service: (form.get("service") || "").toString().trim(),
+          require_types: (form.get("require_types") || "").toString().trim(),
+        });
+        write(JSON.stringify(result, null, 2));
+      });
+
+      traceForm.addEventListener("submit", async function (ev) {
+        ev.preventDefault();
+        write("Running trace diagnostics...");
+        const form = new FormData(traceForm);
+        const result = await runGet("{% url 'system_trace_diagnostics' %}", {
+          trace_id: (form.get("trace_id") || "").toString().trim(),
+        });
+        write(JSON.stringify(result, null, 2));
+      });
+
+      memoryForm.addEventListener("submit", async function (ev) {
+        ev.preventDefault();
+        write("Running memory search...");
+        const form = new FormData(memoryForm);
+        const result = await runGet("{% url 'system_memory_search_query' %}", {
+          q: (form.get("q") || "").toString().trim(),
+          statuses: (form.get("statuses") || "active").toString().trim(),
+          limit: "20",
+        });
+        write(JSON.stringify(result, null, 2));
+      });
+
+      if (memoryStatusBtn) {
+        memoryStatusBtn.addEventListener("click", async function () {
+          write("Checking memory search backend...");
+          const result = await runGet("{% url 'system_memory_search_status' %}", {});
+          write(JSON.stringify(result, null, 2));
+        });
+      }
+
+      if (selectAllBtn) {
+        selectAllBtn.addEventListener("click", function () {
+          selectOutputText();
+        });
+      }
+      if (copyBtn) {
+        copyBtn.addEventListener("click", function () {
+          copyOutputText();
+        });
+      }
+    })();
+  </script>
+{% endblock %}

core/tests/test_event_ledger_smoke_command.py

@@ -1,6 +1,7 @@
 from io import StringIO
 
 from django.core.management import call_command
+from django.core.management.base import CommandError
 from django.test import TestCase, override_settings
 
 from core.events.ledger import append_event_sync
@@ -45,3 +46,46 @@ class EventLedgerSmokeCommandTests(TestCase):
         rendered = out.getvalue()
         self.assertIn("event-ledger-smoke", rendered)
         self.assertIn("event_type_counts=", rendered)
+
+    def test_smoke_command_validates_required_types(self):
+        append_event_sync(
+            user=self.user,
+            session=self.session,
+            ts=1770000000001,
+            event_type="message_created",
+            direction="in",
+            origin_transport="signal",
+            origin_message_id="m-required",
+            payload={"message_id": "m-required"},
+        )
+        out = StringIO()
+        call_command(
+            "event_ledger_smoke",
+            user_id=str(self.user.id),
+            minutes=999999,
+            require_types="message_created",
+            stdout=out,
+        )
+        rendered = out.getvalue()
+        self.assertIn("required_types=", rendered)
+        self.assertIn("missing_required_types=[]", rendered)
+
+    def test_smoke_command_errors_when_required_type_missing(self):
+        with self.assertRaises(CommandError):
+            call_command(
+                "event_ledger_smoke",
+                user_id=str(self.user.id),
+                minutes=999999,
+                require_types="reaction_added",
+                stdout=StringIO(),
+            )
+
+    def test_smoke_command_errors_when_empty_and_fail_if_empty(self):
+        with self.assertRaises(CommandError):
+            call_command(
+                "event_ledger_smoke",
+                user_id=str(self.user.id),
+                minutes=1,
+                fail_if_empty=True,
+                stdout=StringIO(),
+            )

core/tests/test_event_projection_shadow.py

@@ -136,3 +136,24 @@ class EventProjectionShadowTests(TestCase):
         )
         rendered = out.getvalue()
         self.assertIn("shadow compare:", rendered)
+
+    def test_management_command_supports_recent_only_switch(self):
+        Message.objects.create(
+            user=self.user,
+            session=self.session,
+            ts=int(time.time() * 1000),
+            sender_uuid="+15550000001",
+            text="recent-only",
+            source_service="signal",
+            source_message_id="recent-only-1",
+        )
+        out = StringIO()
+        call_command(
+            "event_projection_shadow",
+            user_id=str(self.user.id),
+            recent_only=True,
+            limit_sessions=5,
+            stdout=out,
+        )
+        rendered = out.getvalue()
+        self.assertIn("shadow compare:", rendered)

core/tests/test_memory_search_commands.py

@@ -0,0 +1,62 @@
+from io import StringIO
+
+from django.core.management import call_command
+from django.test import TestCase, override_settings
+
+from core.models import AIRequest, MemoryItem, User, WorkspaceConversation
+
+
+@override_settings(MEMORY_SEARCH_BACKEND="django")
+class MemorySearchCommandTests(TestCase):
+    def setUp(self):
+        self.user = User.objects.create_user(
+            username="memory-search-user",
+            email="memory-search@example.com",
+            password="pw",
+        )
+        self.conversation = WorkspaceConversation.objects.create(
+            user=self.user,
+            platform_type="signal",
+            title="Memory Search Scope",
+            platform_thread_id="mem-scope-1",
+        )
+        request = AIRequest.objects.create(
+            user=self.user,
+            conversation=self.conversation,
+            window_spec={},
+            operation="memory_propose",
+        )
+        self.item = MemoryItem.objects.create(
+            user=self.user,
+            conversation=self.conversation,
+            memory_kind="fact",
+            status="active",
+            content={"text": "Prefers concise updates with action items."},
+            source_request=request,
+        )
+
+    def test_reindex_command_emits_summary(self):
+        out = StringIO()
+        call_command(
+            "memory_search_reindex",
+            user_id=str(self.user.id),
+            statuses="active",
+            limit=100,
+            stdout=out,
+        )
+        rendered = out.getvalue()
+        self.assertIn("memory-search-reindex", rendered)
+        self.assertIn("indexed=", rendered)
+
+    def test_query_command_returns_hit(self):
+        out = StringIO()
+        call_command(
+            "memory_search_query",
+            user_id=str(self.user.id),
+            query="concise updates",
+            statuses="active",
+            stdout=out,
+        )
+        rendered = out.getvalue()
+        self.assertIn("memory-search-query", rendered)
+        self.assertIn(str(self.item.id), rendered)

core/tests/test_system_diagnostics_api.py

@@ -0,0 +1,150 @@
+from django.test import TestCase
+from django.urls import reverse
+
+from core.models import (
+    AIRequest,
+    ChatSession,
+    ConversationEvent,
+    MemoryItem,
+    Person,
+    PersonIdentifier,
+    User,
+    WorkspaceConversation,
+)
+
+
+class SystemDiagnosticsAPITests(TestCase):
+    def setUp(self):
+        self.user = User.objects.create_superuser(
+            username="sys-diag-admin",
+            email="sys-diag@example.com",
+            password="pw",
+        )
+        person = Person.objects.create(user=self.user, name="System Diagnostics Person")
+        identifier = PersonIdentifier.objects.create(
+            user=self.user,
+            person=person,
+            service="signal",
+            identifier="+15554443333",
+        )
+        self.session = ChatSession.objects.create(user=self.user, identifier=identifier)
+        self.workspace_conversation = WorkspaceConversation.objects.create(
+            user=self.user,
+            platform_type="signal",
+            title="Diag Memory Scope",
+            platform_thread_id=str(self.session.id),
+        )
+        self.client.force_login(self.user)
+
+    def test_event_ledger_smoke_api_returns_counts_and_missing_required(self):
+        ConversationEvent.objects.create(
+            user=self.user,
+            session=self.session,
+            ts=1700000000000,
+            event_type="message_created",
+            direction="in",
+            origin_transport="signal",
+            payload={"message_id": "m1"},
+            raw_payload={},
+        )
+        response = self.client.get(
+            reverse("system_event_ledger_smoke"),
+            {
+                "minutes": "999999",
+                "service": "signal",
+                "require_types": "message_created,reaction_added",
+            },
+        )
+        self.assertEqual(200, response.status_code)
+        payload = response.json()
+        self.assertTrue(payload.get("ok"))
+        self.assertEqual("signal", payload.get("service"))
+        self.assertIn("event_type_counts", payload)
+        self.assertIn("missing_required_types", payload)
+        self.assertIn("reaction_added", payload.get("missing_required_types") or [])
+
+    def test_trace_diagnostics_includes_projection_shadow_links(self):
+        trace_id = "trace-system-diag-1"
+        event = ConversationEvent.objects.create(
+            user=self.user,
+            session=self.session,
+            ts=1700000001000,
+            event_type="message_created",
+            direction="in",
+            origin_transport="signal",
+            trace_id=trace_id,
+            payload={"message_id": "m2"},
+            raw_payload={},
+        )
+        response = self.client.get(
+            reverse("system_trace_diagnostics"),
+            {"trace_id": trace_id},
+        )
+        self.assertEqual(200, response.status_code)
+        payload = response.json()
+        self.assertTrue(payload.get("ok"))
+        self.assertEqual(1, payload.get("count"))
+        self.assertIn(str(self.session.id), payload.get("related_session_ids") or [])
+        urls = payload.get("projection_shadow_urls") or []
+        self.assertTrue(urls)
+        self.assertIn(str(self.session.id), str(urls[0]))
+        events = payload.get("events") or []
+        self.assertEqual(str(event.id), str(events[0].get("id")))
+        self.assertIn(
+            str(self.session.id),
+            str(events[0].get("projection_shadow_url") or ""),
+        )
+
+    def test_memory_search_status_and_query_api(self):
+        request = AIRequest.objects.create(
+            user=self.user,
+            conversation=self.workspace_conversation,
+            window_spec={},
+            operation="memory_propose",
+        )
+        memory = MemoryItem.objects.create(
+            user=self.user,
+            conversation=self.workspace_conversation,
+            memory_kind="fact",
+            status="active",
+            content={"text": "User prefers concise status updates on WhatsApp."},
+            source_request=request,
+        )
+        status_response = self.client.get(reverse("system_memory_search_status"))
+        self.assertEqual(200, status_response.status_code)
+        status_payload = status_response.json()
+        self.assertTrue(status_payload.get("ok"))
+        self.assertIn("status", status_payload)
+
+        query_response = self.client.get(
+            reverse("system_memory_search_query"),
+            {"q": "concise status updates"},
+        )
+        self.assertEqual(200, query_response.status_code)
+        query_payload = query_response.json()
+        self.assertTrue(query_payload.get("ok"))
+        self.assertGreaterEqual(int(query_payload.get("count") or 0), 1)
+        first_hit = (query_payload.get("hits") or [{}])[0]
+        self.assertEqual(str(memory.id), str(first_hit.get("memory_id") or ""))
+
+    def test_system_settings_page_renders_searchable_datalists(self):
+        ConversationEvent.objects.create(
+            user=self.user,
+            session=self.session,
+            ts=1700000002000,
+            event_type="reaction_added",
+            direction="system",
+            origin_transport="signal",
+            trace_id="trace-system-diag-2",
+            payload={"message_id": "m3"},
+            raw_payload={},
+        )
+        response = self.client.get(reverse("system_settings"))
+        self.assertEqual(200, response.status_code)
+        content = response.content.decode("utf-8")
+        self.assertIn('datalist id="diagnostics-session-options"', content)
+        self.assertIn('datalist id="diagnostics-trace-options"', content)
+        self.assertIn('datalist id="diagnostics-service-options"', content)
+        self.assertIn('datalist id="diagnostics-event-type-options"', content)
+        self.assertIn(str(self.session.id), content)
+        self.assertIn("trace-system-diag-2", content)

core/tests/test_system_projection_shadow_api.py

@@ -0,0 +1,52 @@
+from django.test import TestCase
+from django.urls import reverse
+
+from core.models import ChatSession, Message, Person, PersonIdentifier, User
+
+
+class SystemProjectionShadowAPITests(TestCase):
+    def setUp(self):
+        self.user = User.objects.create_superuser(
+            username="sys-shadow-admin",
+            email="sys-shadow@example.com",
+            password="pw",
+        )
+        person = Person.objects.create(user=self.user, name="System Shadow Person")
+        identifier = PersonIdentifier.objects.create(
+            user=self.user,
+            person=person,
+            service="signal",
+            identifier="+15553332222",
+        )
+        self.session = ChatSession.objects.create(user=self.user, identifier=identifier)
+        self.client.force_login(self.user)
+
+    def test_projection_shadow_requires_session_id(self):
+        response = self.client.get(reverse("system_projection_shadow"))
+        self.assertEqual(400, response.status_code)
+        payload = response.json()
+        self.assertFalse(payload.get("ok"))
+        self.assertEqual("session_id_required", payload.get("error"))
+
+    def test_projection_shadow_includes_cause_summary_and_samples(self):
+        Message.objects.create(
+            user=self.user,
+            session=self.session,
+            ts=1700000000000,
+            sender_uuid="+15553332222",
+            text="row-without-event",
+        )
+        response = self.client.get(
+            reverse("system_projection_shadow"),
+            {"session_id": str(self.session.id), "detail_limit": 10},
+        )
+        self.assertEqual(200, response.status_code)
+        payload = response.json()
+        self.assertTrue(payload.get("ok"))
+        self.assertIn("cause_summary", payload)
+        self.assertIn("cause_samples", payload)
+        cause_summary = dict(payload.get("cause_summary") or {})
+        cause_samples = dict(payload.get("cause_samples") or {})
+        self.assertIn("missing_event_write", cause_summary)
+        self.assertIn("missing_event_write", cause_samples)
+        self.assertGreaterEqual(int(cause_summary.get("missing_event_write") or 0), 1)

core/views/system.py

@@ -1,5 +1,8 @@
+import time
+
 from django.http import JsonResponse
 from django.shortcuts import render
+from django.urls import reverse
 from django.views import View
 
 from core.models import (
@@ -29,6 +32,7 @@ from core.models import (
     WorkspaceMetricSnapshot,
 )
 from core.events.projection import shadow_compare_session
+from core.memory.search_backend import backend_status, get_memory_search_backend
 from core.transports.capabilities import capability_snapshot
 from core.views.manage.permissions import SuperUserRequiredMixin
 
@@ -143,19 +147,81 @@ class SystemSettings(SuperUserRequiredMixin, View):
             )
         return ("danger", "Unknown action.")
 
-    def get(self, request):
-        return render(
-            request,
-            self.template_name,
+    def _diagnostics_options(self, user):
+        session_rows = list(
+            ChatSession.objects.filter(user=user)
+            .select_related("identifier", "identifier__person")
+            .order_by("-last_interaction", "-id")[:120]
+        )
+        session_options = []
+        for row in session_rows:
+            identifier = getattr(row, "identifier", None)
+            person = getattr(identifier, "person", None) if identifier else None
+            session_options.append(
                 {
-                "counts": self._counts(request.user),
-                "notice_level": "",
-                "notice_message": "",
-            },
+                    "id": str(row.id),
+                    "label": " | ".join(
+                        [
+                            str(getattr(person, "name", "") or "-"),
+                            str(row.id),
+                            str(getattr(identifier, "service", "") or "-"),
+                            str(getattr(identifier, "identifier", "") or "-"),
+                        ]
+                    ),
+                }
             )
 
-    def post(self, request):
-        notice_level, notice_message = self._handle_action(request)
+        trace_options = []
+        seen_trace_ids = set()
+        for trace_id in (
+            ConversationEvent.objects.filter(user=user)
+            .exclude(trace_id="")
+            .order_by("-ts")
+            .values_list("trace_id", flat=True)[:400]
+        ):
+            value = str(trace_id or "").strip()
+            if not value or value in seen_trace_ids:
+                continue
+            seen_trace_ids.add(value)
+            trace_options.append(value)
+            if len(trace_options) >= 120:
+                break
+
+        service_candidates = {"signal", "whatsapp", "xmpp", "instagram", "web"}
+        service_candidates.update(
+            str(item or "").strip().lower()
+            for item in ConversationEvent.objects.filter(user=user)
+            .exclude(origin_transport="")
+            .values_list("origin_transport", flat=True)
+            .distinct()[:50]
+        )
+        service_options = sorted(value for value in service_candidates if value)
+
+        event_type_candidates = {
+            "message_created",
+            "reaction_added",
+            "reaction_removed",
+            "read_receipt",
+            "message_updated",
+            "message_deleted",
+        }
+        event_type_candidates.update(
+            str(item or "").strip().lower()
+            for item in ConversationEvent.objects.filter(user=user)
+            .exclude(event_type="")
+            .values_list("event_type", flat=True)
+            .distinct()[:80]
+        )
+        event_type_options = sorted(value for value in event_type_candidates if value)
+
+        return {
+            "sessions": session_options,
+            "trace_ids": trace_options,
+            "services": service_options,
+            "event_types": event_type_options,
+        }
+
+    def _render_page(self, request, notice_level="", notice_message=""):
         return render(
             request,
             self.template_name,
@@ -163,9 +229,21 @@ class SystemSettings(SuperUserRequiredMixin, View):
                 "counts": self._counts(request.user),
                 "notice_level": notice_level,
                 "notice_message": notice_message,
+                "diagnostics_options": self._diagnostics_options(request.user),
             },
         )
 
+    def get(self, request):
+        return self._render_page(request)
+
+    def post(self, request):
+        notice_level, notice_message = self._handle_action(request)
+        return self._render_page(
+            request,
+            notice_level=notice_level,
+            notice_message=notice_message,
+        )
+
 
 class ServiceCapabilitySnapshotAPI(SuperUserRequiredMixin, View):
     def get(self, request):
@@ -211,11 +289,25 @@ class TraceDiagnosticsAPI(SuperUserRequiredMixin, View):
             .select_related("session")
             .order_by("ts", "created_at")[:500]
         )
+        related_session_ids = []
+        seen_sessions = set()
+        for row in rows:
+            session_id = str(row.session_id or "").strip()
+            if not session_id or session_id in seen_sessions:
+                continue
+            seen_sessions.add(session_id)
+            related_session_ids.append(session_id)
+
         return JsonResponse(
             {
                 "ok": True,
                 "trace_id": trace_id,
                 "count": len(rows),
+                "related_session_ids": related_session_ids,
+                "projection_shadow_urls": [
+                    f"{reverse('system_projection_shadow')}?session_id={session_id}"
+                    for session_id in related_session_ids
+                ],
                 "events": [
                     {
                         "id": str(row.id),
@@ -223,6 +315,11 @@ class TraceDiagnosticsAPI(SuperUserRequiredMixin, View):
                         "event_type": str(row.event_type or ""),
                         "direction": str(row.direction or ""),
                         "session_id": str(row.session_id or ""),
+                        "projection_shadow_url": (
+                            f"{reverse('system_projection_shadow')}?session_id={str(row.session_id or '').strip()}"
+                            if str(row.session_id or "").strip()
+                            else ""
+                        ),
                         "origin_transport": str(row.origin_transport or ""),
                         "origin_message_id": str(row.origin_message_id or ""),
                         "payload": dict(row.payload or {}),
@@ -260,3 +357,105 @@ class EventProjectionShadowAPI(SuperUserRequiredMixin, View):
                 "cause_samples": dict(compared.get("cause_samples") or {}),
             }
         )
+
+
+class EventLedgerSmokeAPI(SuperUserRequiredMixin, View):
+    def get(self, request):
+        minutes = max(1, int(request.GET.get("minutes") or 120))
+        service = str(request.GET.get("service") or "").strip().lower()
+        user_id = str(request.GET.get("user_id") or "").strip() or str(request.user.id)
+        limit = max(1, min(500, int(request.GET.get("limit") or 200)))
+        require_types_raw = str(request.GET.get("require_types") or "").strip()
+        required_types = [
+            item.strip().lower()
+            for item in require_types_raw.split(",")
+            if item.strip()
+        ]
+
+        cutoff_ts = int(time.time() * 1000) - (minutes * 60 * 1000)
+        queryset = ConversationEvent.objects.filter(ts__gte=cutoff_ts).order_by("-ts")
+        if service:
+            queryset = queryset.filter(origin_transport=service)
+        if user_id:
+            queryset = queryset.filter(user_id=user_id)
+
+        rows = list(
+            queryset.values(
+                "id",
+                "user_id",
+                "session_id",
+                "ts",
+                "event_type",
+                "direction",
+                "origin_transport",
+                "trace_id",
+            )[:limit]
+        )
+        event_type_counts = {}
+        for row in rows:
+            key = str(row.get("event_type") or "")
+            event_type_counts[key] = int(event_type_counts.get(key) or 0) + 1
+        missing_required_types = [
+            event_type
+            for event_type in required_types
+            if int(event_type_counts.get(event_type) or 0) <= 0
+        ]
+        return JsonResponse(
+            {
+                "ok": True,
+                "minutes": minutes,
+                "service": service,
+                "user_id": user_id,
+                "count": len(rows),
+                "event_type_counts": event_type_counts,
+                "required_types": required_types,
+                "missing_required_types": missing_required_types,
+                "sample": rows[:25],
+            }
+        )
+
+
+class MemorySearchStatusAPI(SuperUserRequiredMixin, View):
+    def get(self, request):
+        return JsonResponse({"ok": True, "status": backend_status()})
+
+
+class MemorySearchQueryAPI(SuperUserRequiredMixin, View):
+    def get(self, request):
+        query = str(request.GET.get("q") or "").strip()
+        user_id = int(request.GET.get("user_id") or request.user.id)
+        conversation_id = str(request.GET.get("conversation_id") or "").strip()
+        limit = max(1, min(50, int(request.GET.get("limit") or 20)))
+        statuses = tuple(
+            item.strip().lower()
+            for item in str(request.GET.get("statuses") or "active").split(",")
+            if item.strip()
+        )
+        if not query:
+            return JsonResponse({"ok": False, "error": "query_required"}, status=400)
+
+        backend = get_memory_search_backend()
+        hits = backend.search(
+            user_id=user_id,
+            query=query,
+            conversation_id=conversation_id,
+            limit=limit,
+            include_statuses=statuses,
+        )
+        return JsonResponse(
+            {
+                "ok": True,
+                "backend": getattr(backend, "name", "unknown"),
+                "query": query,
+                "count": len(hits),
+                "hits": [
+                    {
+                        "memory_id": item.memory_id,
+                        "score": item.score,
+                        "summary": item.summary,
+                        "payload": item.payload,
+                    }
+                    for item in hits
+                ],
+            }
+        )

stack.env.example

@@ -38,3 +38,9 @@ QUADLET_PROSODY_CONFIG_FILE=./utilities/prosody/prosody.cfg.lua
 QUADLET_PROSODY_CERTS_DIR=./.podman/gia_prosody_certs
 QUADLET_PROSODY_DATA_DIR=./.podman/gia_prosody_data
 QUADLET_PROSODY_LOGS_DIR=./.podman/gia_prosody_logs
+
+# Memory/wiki search backend foundation
+MEMORY_SEARCH_BACKEND=django
+MANTICORE_HTTP_URL=http://127.0.0.1:9308
+MANTICORE_MEMORY_TABLE=gia_memory_items
+MANTICORE_HTTP_TIMEOUT=5

utilities/memory/manage_manticore_container.sh

@@ -0,0 +1,83 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")/../.." && pwd)"
+STACK_ENV="${STACK_ENV:-$ROOT_DIR/stack.env}"
+
+if [[ -f "$STACK_ENV" ]]; then
+  set -a
+  . "$STACK_ENV"
+  set +a
+fi
+
+STACK_ID="${GIA_STACK_ID:-${STACK_ID:-}}"
+STACK_ID="$(echo "$STACK_ID" | tr -cs 'a-zA-Z0-9._-' '-' | sed 's/^-*//; s/-*$//')"
+
+name_with_stack() {
+  local base="$1"
+  if [[ -n "$STACK_ID" ]]; then
+    echo "${base}_${STACK_ID}"
+  else
+    echo "$base"
+  fi
+}
+
+MANTICORE_CONTAINER="$(name_with_stack "manticore_gia")"
+MANTICORE_CONFIG_FILE="${MANTICORE_CONFIG_FILE:-$ROOT_DIR/utilities/memory/manticore.conf}"
+MANTICORE_DATA_DIR="${MANTICORE_DATA_DIR:-$ROOT_DIR/.podman/gia_manticore_data}"
+MANTICORE_LOG_DIR="${MANTICORE_LOG_DIR:-$ROOT_DIR/.podman/gia_manticore_log}"
+MANTICORE_MYSQL_PORT="${MANTICORE_MYSQL_PORT:-9306}"
+MANTICORE_HTTP_PORT="${MANTICORE_HTTP_PORT:-9308}"
+MANTICORE_SPHINX_PORT="${MANTICORE_SPHINX_PORT:-9312}"
+
+mkdir -p "$MANTICORE_DATA_DIR" "$MANTICORE_LOG_DIR"
+
+up() {
+  podman run -d \
+    --replace \
+    --name "$MANTICORE_CONTAINER" \
+    -p "${MANTICORE_MYSQL_PORT}:9306" \
+    -p "${MANTICORE_HTTP_PORT}:9308" \
+    -p "${MANTICORE_SPHINX_PORT}:9312" \
+    -v "$MANTICORE_DATA_DIR:/var/lib/manticore" \
+    -v "$MANTICORE_LOG_DIR:/var/log/manticore" \
+    -v "$MANTICORE_CONFIG_FILE:/etc/manticoresearch/manticore.conf:ro" \
+    docker.io/manticoresearch/manticore:latest >/dev/null
+  echo "Started $MANTICORE_CONTAINER"
+}
+
+down() {
+  podman rm -f "$MANTICORE_CONTAINER" >/dev/null 2>&1 || true
+  echo "Stopped $MANTICORE_CONTAINER"
+}
+
+status() {
+  podman ps --format "table {{.Names}}\t{{.Status}}" | grep -E "^$MANTICORE_CONTAINER\b" || true
+}
+
+logs() {
+  podman logs -f "$MANTICORE_CONTAINER"
+}
+
+case "${1:-}" in
+  up)
+    up
+    ;;
+  down)
+    down
+    ;;
+  restart)
+    down
+    up
+    ;;
+  status)
+    status
+    ;;
+  logs)
+    logs
+    ;;
+  *)
+    echo "Usage: $0 {up|down|restart|status|logs}" >&2
+    exit 2
+    ;;
+esac

utilities/memory/manticore.conf

@@ -0,0 +1,10 @@
+searchd {
+    listen = 0.0.0.0:9312
+    listen = 0.0.0.0:9306:mysql
+    listen = 0.0.0.0:9308:http
+    log = /var/log/manticore/searchd.log
+    query_log = /var/log/manticore/query.log
+    pid_file = /var/run/manticore/searchd.pid
+    data_dir = /var/lib/manticore
+    auto_schema = 1
+}