test(assistant): pin the live thread to real title, question, answer and tool steps at message.end

The panel reloads the conversation at message.end. A tool-using turn must
already have stored the real title, the question and answer parts and the
tool-call rows then, not the transcript redactor's placeholders
(changed:v1, [], {}). The redactor is always attached to a turn, so this is
independent of Secured Data. Fails without the flush-before-message.end
ordering (RC.24), passes on develop and RC.25.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>

.circleci/config.yml

@@ -1,60 +1,14 @@
 version: 2.1
-
+setup: true
 orbs:
-   qqq-orb: kingsrook/qqq-orb@0.6.9
-
-commands:
-   configure-package-install:
-      steps:
-         - run:
-              name: Keep package installation unattended
-              command: |
-                 # These build machines are discarded after the job.
-                 sudo install -d /etc/needrestart/conf.d
-                 printf '%s\n' '$nrconf{restart} = "l";' | sudo tee /etc/needrestart/conf.d/99-qqq-ci.conf >/dev/null
-
+  qqq-orb: kingsrook/qqq-orb@0.8
 workflows:
-   test_only:
-      jobs:
-         - qqq-orb/mvn_test_only:
-              pre-steps:
-                 - configure-package-install
-              context: [qqq-maven-registry-credentials]
-              filters:
-                 branches:
-                    ignore: /(develop|release\/.*)/
-
-   publish_snapshot:
-      jobs:
-         - qqq-orb/mvn_publish:
-              pre-steps:
-                 - configure-package-install
-              context: [qqq-maven-registry-credentials]
-              branch_type: snapshot
-              filters:
-                 branches:
-                    only: [develop]
-
-   publish_release_candidate:
-      jobs:
-         - qqq-orb/mvn_publish:
-              pre-steps:
-                 - configure-package-install
-              context: [qqq-maven-registry-credentials]
-              branch_type: release_candidate
-              filters:
-                 branches:
-                    only: [/release\/.*/]
-
-   publish_release:
-      jobs:
-         - qqq-orb/mvn_publish:
-              pre-steps:
-                 - configure-package-install
-              context: [qqq-maven-registry-credentials]
-              branch_type: release
-              filters:
-                 branches:
-                    ignore: /.*/
-                 tags:
-                    only: [/^v\d+\.\d+\.\d+$/]
+  setup:
+    jobs:
+    - qqq-orb/generate_pipeline:
+        orb_version: '0.8'
+        filters:
+          branches:
+            ignore: automation/qbit-rc-pending
+          tags:
+            only: /^v\d+\.\d+\.\d+$/

.gitea/workflows/build.yaml

@@ -0,0 +1,7 @@
+name: build
+on:
+  push:
+jobs:
+  maven:
+    uses: self:KofTwentyTwo/ci-workflows/.gitea/workflows/maven.yaml@v1
+    secrets: inherit

.github/workflows/codeql.yml

@@ -0,0 +1,23 @@
+name: CodeQL
+'on':
+  push:
+    branches:
+    - main
+    - develop
+    - release/**
+    - hotfix/**
+  pull_request: {}
+  schedule:
+  - cron: 41 16 * * 0
+  workflow_dispatch: {}
+permissions:
+  contents: read
+  actions: read
+  security-events: write
+  packages: read
+concurrency:
+  group: codeql-${{ github.event.pull_request.number || github.ref }}
+  cancel-in-progress: ${{ github.event_name == 'pull_request' }}
+jobs:
+  analyze:
+    uses: QRun-IO/qqq-orb/.github/workflows/qbit-codeql.yml@c288a8864fe9054f68410e1d78f5863aea4c4d22

.github/workflows/release-rc.yml

@@ -1,26 +1,74 @@
-# Cut the next release candidate (QRun-IO/qqq docs/QRUN-QBIT-REPO-STANDARD.md, C6):
-# run this workflow by hand, or merge a develop PR labelled `release:rc`. It merges develop into
-# the release line and the release/* push runs CircleCI publish_release_candidate.
 name: Release candidate
-
-on:
+'on':
   workflow_dispatch:
     inputs:
       dry_run:
-        description: Print the plan without merging or creating branches
+        description: Plan a cut without changing release state
         type: boolean
         default: false
+      finalize:
+        description: Retry finalization of an existing cut; do not cut another RC
+        type: boolean
+        default: false
+      recover:
+        description: Recover the same published RC after a deployment timeout; never
+          reupload
+        type: boolean
+        default: false
+      circle_build:
+        description: Original Circle publisher build number (recovery only)
+        type: string
+        default: ''
+      merge_sha:
+        description: Existing cut merge_sha (finalize retry only)
+        type: string
+        default: ''
+      bump_sha:
+        description: Existing cut bump_sha (finalize retry only)
+        type: string
+        default: ''
+      branch:
+        description: Existing cut branch (finalize retry only)
+        type: string
+        default: ''
+      version:
+        description: Existing cut version (finalize retry only)
+        type: string
+        default: ''
   pull_request:
-    types: [closed]
-    branches: [develop]
-
+    types:
+    - closed
+    branches:
+    - develop
+  repository_dispatch:
+    types:
+    - qbit-rc-published
 permissions:
   contents: write
-
+  actions: read
+  checks: read
 jobs:
   release-rc:
-    if: github.event_name == 'workflow_dispatch' || (github.event.pull_request.merged == true && contains(github.event.pull_request.labels.*.name, 'release:rc'))
-    uses: QRun-IO/.github/.github/workflows/qbit-release-rc.yml@main
-    secrets: inherit
+    if: github.event_name == 'workflow_dispatch' || github.event_name == 'repository_dispatch'
+      || (github.event_name == 'pull_request' && github.event.pull_request.merged
+      == true && github.event.pull_request.base.ref == 'develop' && contains(github.event.pull_request.labels.*.name,
+      'release:rc'))
+    uses: QRun-IO/qqq-orb/.github/workflows/qbit-release-rc.yml@cc30f599e63c8e41629c99d23395bac1adb8bc44
     with:
-      dry_run: ${{ github.event_name == 'workflow_dispatch' && inputs.dry_run }}
+      dry_run: ${{ github.event_name == 'workflow_dispatch' && inputs.dry_run || false
+        }}
+      finalize: ${{ github.event_name == 'repository_dispatch' || (github.event_name
+        == 'workflow_dispatch' && inputs.finalize) }}
+      recover: ${{ github.event_name == 'workflow_dispatch' && inputs.recover || false
+        }}
+      circle_build: ${{ github.event_name == 'workflow_dispatch' && inputs.circle_build
+        || '' }}
+      merge_sha: ${{ github.event_name == 'repository_dispatch' && github.event.client_payload.merge_sha
+        || inputs.merge_sha || '' }}
+      bump_sha: ${{ github.event_name == 'repository_dispatch' && github.event.client_payload.bump_sha
+        || inputs.bump_sha || '' }}
+      branch: ${{ github.event_name == 'repository_dispatch' && github.event.client_payload.branch
+        || inputs.branch || '' }}
+      version: ${{ github.event_name == 'repository_dispatch' && github.event.client_payload.version
+        || inputs.version || '' }}
+    secrets: inherit

.qqq-ci.yml

@@ -0,0 +1,16 @@
+profile: qbit
+orb_version: '0.8'
+default_branch: develop
+java_version: '21'
+browsers: true
+api_checks: false
+docs_only: false
+release_on_main: false
+release_tag_policy: stable
+test_branch_policy: non-release
+publish:
+  snapshot: true
+  release_candidate: true
+  release: true
+  asciidoc: false
+release_completion: true

CHANGELOG.md

@@ -1,5 +1,35 @@
 # Changelog
 
+## Unreleased - Answer visible at the end of the stream
+
+- The turn's redacted transcript (the question and answer parts, pending actions, stored events) is now written before `message.end` is sent. The panel reloads the conversation the moment the stream ends, and used to read the empty placeholders (`[]`) the transcript redactor stores until its flush, so the newest question and answer showed as empty bubbles until the panel was closed and reopened.
+
+## Unreleased - Clear reason without a model provider (UI API extension 1.7.0)
+
+- `GET /config` checks the server-wide causes before the user's permission: `DISABLED`, then `NOT_CONFIGURED` (no usable model provider), then `NO_PERMISSION`, then `KILL_SWITCH`. A server with no provider no longer tells users to ask for access (#82).
+- UI API extension assistant 1.7.0: `GET /config` has `message` whenever `reason` is set: a sentence for the user. For `NOT_CONFIGURED` it says what an administrator configures (an enabled row on **Assistant > Providers**, for example Anthropic with `ANTHROPIC_API_KEY` set in the server environment, or a local OpenAI-compatible server such as Ollama).
+- Without a usable provider, calls from a user who also lacks `assistant.hasAccess` answer `503 NOT_CONFIGURED` with that message instead of `403 NO_PERMISSION`; users with access keep their conversations, and a new question answers `503 NOT_CONFIGURED`.
+- Verified the OpenAI-compatible adapter (kind `OLLAMA`) live against a local Ollama `llama3.3:70b-instruct-q4_K_M`, including a tool call (`LiveOpenAiCompatibleTest`).
+
+## Unreleased - Conversation management (UI API extension 1.6.0)
+
+- `assistant_conversation` is open to every assistant user (`assistant.hasAccess` or `assistant.admin`, through the new `AssistantAccessPermissionChecker`) in the standard table UI. Rows stay locked to their owner by the `userId` record lock, so a user only ever sees, updates and deletes their own conversations; admins with the all-access key still see everyone's. The Assistant app (its nav) and every other assistant table stay admin-only.
+- Users change only a conversation's title, pinned flag and status (Active / Archived) through the table; the other fields are the assistant's own. A new title is encrypted in HIPAA mode, including literal text beginning with `enc:v1:`. Only an exact match to the same record's stored ciphertext is preserved unchanged; internal SYSTEM writes retain their existing storage path.
+- A table delete of a conversation also deletes its messages, turns, turn events, tool calls, feedback, data audits and pending actions (the same rows `DELETE /conversations/{id}` removes), so nothing is orphaned on a database without the cascading foreign keys. A conversation with an answer in progress is refused.
+- New record actions on `assistant_conversation`: **Archive conversations**, **Restore conversations** and **Delete conversations** (standard streamed ETL: selected records, Review, Result; same permission as the table; only rows the user can see; delete skips conversations with an answer in progress).
+- UI API extension assistant 1.6.0: `GET /conversations` items have `running` (an answer in progress: a RUNNING or CANCELLING turn that is not orphaned); `PATCH /conversations/{id}` accepts `{"read": true}` (sets `unreadCount` to 0); `GET /config` has `conversationsTable: "assistant_conversation"` when the session may query that table.
+
+## Unreleased - Starter prompts follow access
+
+- `profile.starterPrompts` in `GET /assistant/config` is built per user: up to three prompts generated from tables the user can read that have rows (UI API metadata and count as the user, bounded, current access rechecked on every request, stable order for the day), plus configured prompts only when tagged with tables the user can read (`[table] prompt`, `[none] prompt`; untagged lines are dropped). See UPGRADE.md.
+
+## Unreleased - Chat turns are not jobs
+
+- Ordinary chat turns no longer create core tracking jobs: they stay out of the Jobs tray and Jobs tables, and core no longer sends an "Assistant answer finished" notification for every answer. Crash safety is unchanged; it comes from the assistant's own turn table (leased, heartbeated `assistant_turn` rows, seq-numbered `assistant_turn_event` replay and the abandoned-turn sweep). The panel's Stop (`POST /turns/{id}/cancel`) is unchanged.
+- Removed the `AssistantRunTracker` SPI, `JobTrackingRunTracker` and `AssistantQBitConfig.withRunTracker` / `setRunTracker` / `getRunTracker` (see UPGRADE.md).
+- Real multi-step work stays a real job: a confirmed bulk load still launches through `POST /qqq/v1/processes/{p}/jobs`, and its tool result now carries `jobHref` (the job's `/app` link) next to `jobId`, plus a record ref to the job; the confirm response's `href` links to the job.
+- Scheduled task notifications (output mode Notification or Both) now go through core `QAlerts.notify` (category Job, the owner as the only audience, a link to the conversation, success/error/warning severity by run status), replacing the reflective call into an older alerts SPI that no longer matched.
+
 ## Unreleased - Attachments
 
 - Files attached in the panel (`pageContext.attachments`, core upload refs) are read for the question: as the signed-in user's own upload, in memory, with per-file and per-question byte and character caps (`AssistantQBitConfig.attachments`). The type is sniffed from content; executables, archives and unknown binary data are refused. Text, Markdown and JSON are decoded with charset detection, PDF page text is extracted (PDFBox via QQQ core, no scripts, host font mapper preserved), CSV/TSV/XLSX become a header + rows + count preview, and PNG/JPEG/GIF/WebP images go to vision models as image parts.
@@ -8,6 +38,7 @@
 - Provider SPI: `ModelPart.Type.IMAGE` (`mediaType`, base64 `data`), mapped by the Anthropic, Bedrock and OpenAI-compatible providers. Claude models report vision. `ModelPart.toString()` never includes text or image data.
 - `GET /config`: `features.attachments`, `limits.maxAttachmentBytes`, `limits.maxAttachments`, `limits.attachmentTypes`.
 - System prompt: when `create_record` / `update_record` are offered, the model proposes the change instead of saying it cannot create records.
+||||||| parent of c5125f9 (fix(assistant): store the transcript before message.end so the panel shows the answer)
 
 ## Unreleased - Optional provider health
 

README.md

@@ -479,6 +479,17 @@ OLLAMA, LM_STUDIO, VLLM, LLAMA_CPP or OPENAI_COMPATIBLE as their kind.
   Registry prices override type/model prices, then configured prices. Unpriced
   local models cost zero. Capabilities can be adjusted per registered model.
 
+For a local Ollama with no key (the live test ran against `llama3.3:70b-instruct-q4_K_M`):
+
+```java
+config.withProviderType(new OpenAiCompatibleProviderType());
+// provider row: type openai-compatible, kind OLLAMA, model llama3.3:70b-instruct-q4_K_M,
+// base URL empty (http://localhost:11434/v1) or an allow-listed override such as http://127.0.0.1:11434/v1
+```
+
+Without any usable provider `GET /config` answers `enabled: false, reason: NOT_CONFIGURED` with a
+`message` that says what to configure, before any permission check.
+
 For Ollama behind a TLS proxy with a private CA and bearer authentication:
 
 ```java

UPGRADE.md

@@ -1,5 +1,60 @@
 # Upgrading qbit-assistant
 
+## Conversation management (Unreleased, UI API extension assistant 1.6.0)
+
+No schema change. `assistant_conversation` is now usable by every user holding
+`assistant.hasAccess` (not only `assistant.admin`), together with three new
+record actions (Archive, Restore and Delete conversations). Rows stay locked to
+their owner. A user's table queries only return their own rows if their session
+carries their owner key: call `AssistantSecurity.applySessionKeys` from the
+authentication customizer for **every** user, not only for admins. Without it,
+non-admin users see an empty table.
+
+The panel can link to the table using `conversationsTable` from `GET /config`.
+That field is present only when the user may query the table.
+
+## Starter prompts follow the user's access (Unreleased)
+
+`GET /assistant/config` no longer returns the profile's starter prompts as written.
+`profile.starterPrompts` (same field, still `string[]`) is now built per user:
+
+- Up to three prompts are generated from the tables the signed-in user can read
+  through the assistant and that have rows (a count as the user), using the table
+  labels, a date field when present, and "What changed in ... this week?" when the
+  change-history tool is offered. The pick is stable for the user for the day and
+  rechecked on every request, including table, row and field access. Generation
+  uses bounded UI API calls and no model calls. Any failure yields no generated prompts.
+- A configured starter prompt (Assistant Profile > Starter prompts, one per line) is
+  shown only when it declares the tables it needs and the user can read all of
+  them. Declare them with a leading tag: `[blog_post] Which posts are drafts?`, or
+  `[blog_post, page] ...` for several. `[none] What can you help with?` names no
+  table and is always shown. A line without a tag is no longer shown, because
+  nothing says which tables it mentions: add a tag to keep it.
+- Shown prompts are the permitted configured ones first, then generated ones, three
+  in all (a profile with three or more permitted prompts shows only those).
+
+No schema change and no configuration. The panel needs no change.
+
+## Chat turns are not jobs (Unreleased)
+
+Ordinary chat turns no longer create core tracking jobs, so they no longer appear
+in the Jobs tray or the Jobs tables and no longer trigger a per-answer "finished"
+notification. No schema change and no configuration is needed.
+
+The `AssistantRunTracker` SPI and `JobTrackingRunTracker` are removed, along with
+`AssistantQBitConfig.withRunTracker`, `setRunTracker` and `getRunTracker`. A host
+that called any of them must delete the call: `withRunTracker(AssistantRunTracker.NOOP)`
+is now the only behavior, and a custom tracker has no replacement hook. Turn
+progress, Stop and recovery are available through the assistant's own routes
+(`GET /turns/active`, the turn events stream and `POST /turns/{id}/cancel`).
+
+Bulk loads the assistant launches are still durable jobs. Their confirmed tool
+result now includes `jobHref` (the job's in-app link) and the confirm response's
+`href` points at the job.
+
+Scheduled task notifications now use core `QAlerts.notify`; they reach whatever
+alerts sink the host installed (or core's logging sink when none is).
+
 ## Provider setup state (Unreleased)
 
 Apply the **Provider setup state** block at the end of `docs/schema-postgres.sql`

docs/DESIGN.md

@@ -44,7 +44,7 @@ Guards:
 `ProviderService.resolve(policyModel)`:
 1. The enabled row marked default (marking one default unmarks the others), else the first enabled row.
 2. With no enabled row, the provider registered in code (`withModelProvider`) and the policy's main model: hosts that never add a row keep working.
-3. A row that cannot be used (no key, a disallowed name or URL, an uninstalled type) makes the assistant report `NOT_CONFIGURED` rather than fall back silently.
+3. A row that cannot be used (no key, a disallowed name or URL, an uninstalled type) makes the assistant report `NOT_CONFIGURED` rather than fall back silently. `GET /config` reports it before `NO_PERMISSION`, with a `message` naming what to configure (#82).
 
 The model is the row's, else the policy's main model. The rows and prices are cached for `policyCacheSeconds` and dropped on any change.
 
@@ -124,7 +124,7 @@ Owner: *"the agent should have to go through the same API that the UIUX does. th
 4. **Persona and skills, never more access** (owner, 2026-10-13): *"in the config for the AI settings, we should be able to set a name and personality and extra skills etc for the agent - and again - the agent should be limited to only using our UIUX API and being able to only do the things that the currently logged in user could do with the same UIUX API via the UIUX"*.
    - **Profiles** (`assistant_profile`, admin-edited): display name, icon, personality (tone instructions, at most 2,000 characters), greeting and up to 6 starter prompts.
      - One profile is the default. Others are scoped to an app, to users holding a permission (a role), or to both. The most specific profile wins.
-     - `/assistant/config` returns the profile for the panel header, the greeting and the starter prompts.
+     - `/assistant/config` returns the profile for the panel header, the greeting and the starter prompts (built per user from the tables the user can read; configured ones need a `[table]` tag, see UPGRADE.md).
    - **Skills** (`assistant_skill`, linked to profiles through `assistant_profile_skill`): named Markdown instruction packs of at most 6,000 characters, with a description, an enabled flag, trigger keywords and apps.
      - A skill is read only when relevant: a keyword appears in the question, the user is in one of its apps, or it has neither, in which case it is always read.
      - All skills read for one question total at most 12,000 characters.

pom.xml

@@ -20,7 +20,7 @@
    <!-- Multi-module build. The qqq-orb sets the revision here; the modules -->
    <!-- inherit it, and the flatten plugin resolves it in the published POMs. -->
    <properties>
-      <revision>0.1.0-SNAPSHOT</revision>
+      <revision>0.2.0-SNAPSHOT</revision>
       <maven.compiler.source>21</maven.compiler.source>
       <maven.compiler.target>21</maven.compiler.target>
       <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
@@ -37,7 +37,7 @@
    <parent>
       <groupId>com.kingsrook</groupId>
       <artifactId>qbit-build-parent</artifactId>
-      <version>2.1.1</version>
+      <version>2.2.1</version>
    </parent>
 
    <groupId>com.kingsrook.qbits</groupId>
@@ -217,7 +217,7 @@
          <properties>
             <!-- RC.7 provides classified-value tokens, log redaction and native help bundles; -->
             <!-- RC.8 provides core job tracking (JobTracking, the Jobs tray).                   -->
-            <qqq.snapshot.version>4.1.0-RC.15</qqq.snapshot.version>
+            <qqq.snapshot.version>4.1.0-RC.25</qqq.snapshot.version>
          </properties>
          <dependencyManagement>
             <dependencies>
@@ -230,18 +230,6 @@
                </dependency>
             </dependencies>
          </dependencyManagement>
-         <repositories>
-            <repository>
-               <id>sonatype-snapshots</id>
-               <url>https://central.sonatype.com/repository/maven-snapshots/</url>
-               <releases>
-                  <enabled>false</enabled>
-               </releases>
-               <snapshots>
-                  <enabled>true</enabled>
-               </snapshots>
-            </repository>
-         </repositories>
       </profile>
    </profiles>
 </project>

qbit-assistant/src/main/java/com/kingsrook/qbits/assistant/AssistantQBitConfig.java

@@ -32,8 +32,6 @@ import java.util.regex.Pattern;
 import com.fasterxml.jackson.annotation.JsonIgnore;
 import com.kingsrook.qbits.assistant.classification.ClassificationSource;
 import com.kingsrook.qbits.assistant.classification.ConfiguredClassificationSource;
-import com.kingsrook.qbits.assistant.jobs.AssistantRunTracker;
-import com.kingsrook.qbits.assistant.jobs.JobTrackingRunTracker;
 import com.kingsrook.qbits.assistant.rag.VectorStore;
 import com.kingsrook.qbits.assistant.spi.AssistantModelProvider;
 import com.kingsrook.qbits.assistant.spi.AssistantProviderType;
@@ -107,7 +105,6 @@ public class AssistantQBitConfig implements QBitConfig
    private Integer shutdownGraceSeconds = 8;
    private String defaultConcurrencyMode = "SUPERSEDE";
    private Boolean registerShutdownHook = true;
-   private AssistantRunTracker runTracker = new JobTrackingRunTracker();
 
    private Integer               maxTurnSeconds             = 300;
    private Integer               toolCallTimeoutSeconds     = 60;
@@ -2361,36 +2358,4 @@ public class AssistantQBitConfig implements QBitConfig
       return (this);
    }
 
-
-
-   /*******************************************************************************
-    ** Getter for runTracker
-    *******************************************************************************/
-   @JsonIgnore
-   public AssistantRunTracker getRunTracker()
-   {
-      return (this.runTracker == null ? AssistantRunTracker.NOOP : this.runTracker);
-   }
-
-
-
-   /*******************************************************************************
-    ** Setter for runTracker
-    *******************************************************************************/
-   public void setRunTracker(AssistantRunTracker runTracker)
-   {
-      this.runTracker = runTracker;
-   }
-
-
-
-   /*******************************************************************************
-    ** Fluent setter for runTracker
-    *******************************************************************************/
-   public AssistantQBitConfig withRunTracker(AssistantRunTracker runTracker)
-   {
-      this.runTracker = runTracker;
-      return (this);
-   }
-
 }

qbit-assistant/src/main/java/com/kingsrook/qbits/assistant/AssistantQBitProducer.java

@@ -32,6 +32,7 @@ import com.kingsrook.qbits.assistant.metadata.AssistantInstanceMetaData;
 import com.kingsrook.qbits.assistant.metadata.AssistantMetaDataBuilder;
 import com.kingsrook.qbits.assistant.metadata.AssistantRecordScreens;
 import com.kingsrook.qbits.assistant.model.AssistantBudget;
+import com.kingsrook.qbits.assistant.processes.ConversationActionsProcess;
 import com.kingsrook.qbits.assistant.processes.DataAccessDefaultsProcess;
 import com.kingsrook.qbits.assistant.processes.DiscoverModelsProcess;
 import com.kingsrook.qbits.assistant.processes.KnowledgeIndexProcess;
@@ -184,6 +185,11 @@ public class AssistantQBitProducer implements QBitMetaDataProducer<AssistantQBit
       QProcessMetaData testConnection = TestConnectionProcess.process();
       testConnection.setSourceQBitName(qBitMetaData.getName());
       qInstance.addProcess(testConnection);
+      for(QProcessMetaData process : ConversationActionsProcess.processes())
+      {
+         process.setSourceQBitName(qBitMetaData.getName());
+         qInstance.addProcess(process);
+      }
       for(QProcessMetaData process : List.of(DiscoverModelsProcess.process(), TestModelConnectionProcess.process(), DataAccessDefaultsProcess.process()))
       {
          process.setSourceQBitName(qBitMetaData.getName());

qbit-assistant/src/main/java/com/kingsrook/qbits/assistant/AssistantRuntime.java

@@ -36,6 +36,7 @@ import com.kingsrook.qbits.assistant.engine.ClientErrors;
 import com.kingsrook.qbits.assistant.engine.ContextBuilder;
 import com.kingsrook.qbits.assistant.engine.PolicyService;
 import com.kingsrook.qbits.assistant.engine.ProfileService;
+import com.kingsrook.qbits.assistant.engine.StarterPrompts;
 import com.kingsrook.qbits.assistant.engine.ProviderService;
 import com.kingsrook.qbits.assistant.engine.RateLimiter;
 import com.kingsrook.qbits.assistant.engine.RunningTurn;
@@ -95,6 +96,7 @@ public class AssistantRuntime
    private final ContextBuilder                   contextBuilder;
    private final DataAccessService                dataAccessService;
    private final ProfileService                   profileService;
+   private final StarterPrompts                   starterPrompts;
    private final AccessExplainer                  accessExplainer;
    private final UiApiToolbox                     toolbox;
    private final UiApiGateway                     uiApiGateway;
@@ -148,6 +150,7 @@ public class AssistantRuntime
       this.accessExplainer = new AccessExplainer(qInstance, dataAccessService);
       this.toolbox = new UiApiToolbox(qInstance, dataAccessService, exposurePolicy, new AiRedactor(settings.getCustomRedactionPatterns()),
          config.getMaxCellChars() == null ? AiToolKernelSettings.DEFAULT_MAX_CELL_CHARS : config.getMaxCellChars());
+      this.starterPrompts = new StarterPrompts(toolbox, clock);
       UiApiGateway delegate = config.getUiApiGateway() != null ? config.getUiApiGateway() : new CoreUiApiGateway(this::uiApiBaseUrl, qInstance);
       this.uiApiGateway = new UiApiGateway()
       {
@@ -259,6 +262,16 @@ public class AssistantRuntime
 
 
 
+   /*******************************************************************************
+    ** Getter for starterPrompts (the per-user example prompts, built from what the user may read)
+    *******************************************************************************/
+   public StarterPrompts getStarterPrompts()
+   {
+      return (starterPrompts);
+   }
+
+
+
    /*******************************************************************************
     ** Getter for profileService (personas and skills: text only, never tools)
     *******************************************************************************/

qbit-assistant/src/main/java/com/kingsrook/qbits/assistant/api/AssistantApi.java

@@ -26,6 +26,7 @@ import java.util.LinkedHashMap;
 import java.util.List;
 import java.util.Locale;
 import java.util.Map;
+import java.util.Set;
 import com.fasterxml.jackson.core.type.TypeReference;
 import com.kingsrook.qbits.assistant.AssistantQBitConfig;
 import com.kingsrook.qbits.assistant.AssistantRuntime;
@@ -60,8 +61,12 @@ import com.kingsrook.qbits.assistant.tools.bulkload.BulkLoadTools;
 import com.kingsrook.qqq.backend.core.actions.ai.AiToolOutcome;
 import com.kingsrook.qqq.backend.core.actions.ai.AiToolResult;
 import com.kingsrook.qqq.backend.core.actions.ai.output.AiRedactor;
+import com.kingsrook.qqq.backend.core.actions.permissions.PermissionsHelper;
+import com.kingsrook.qqq.backend.core.actions.permissions.TablePermissionSubType;
+import com.kingsrook.qqq.backend.core.context.QContext;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryInput;
 import com.kingsrook.qqq.backend.core.model.data.QRecord;
 import com.kingsrook.qqq.backend.core.model.session.QSession;
 import com.kingsrook.qqq.backend.core.utils.JsonUtils;
@@ -81,6 +86,20 @@ public class AssistantApi
 
    public static final int TITLE_MAX_CHARS = 60;
 
+   /////////////////////////////////////////////////////////////////////////////
+   // GET /config reason (and error code) when no model provider is usable:   //
+   // no enabled provider row that can be built (a missing key, a disallowed  //
+   // variable or URL, an uninstalled type) and no provider registered in code //
+   /////////////////////////////////////////////////////////////////////////////
+   public static final String NOT_CONFIGURED = "NOT_CONFIGURED";
+
+   public static final String NO_MODEL_PROVIDER_MESSAGE = "No model provider is configured on this server. An administrator adds an enabled provider on "
+      + "Assistant > Providers (for example type Anthropic, whose API key variable ANTHROPIC_API_KEY must be set in the server environment, or a local "
+      + "OpenAI-compatible server such as Ollama).";
+   public static final String NO_PERMISSION_MESSAGE     = "You do not have access to the assistant.";
+   public static final String DISABLED_MESSAGE          = "The assistant is turned off for this application.";
+   public static final String KILL_SWITCH_MESSAGE       = "The assistant has been turned off by an administrator.";
+
    private final AssistantRuntime    runtime;
    private final AssistantQBitConfig config;
    private final AssistantStore      store;
@@ -129,27 +148,39 @@ public class AssistantApi
       Map<String, Object> result = new LinkedHashMap<>();
       String              reason = null;
 
+      String              message = null;
+
+      /////////////////////////////////////////////////////////////////////////
+      // server-wide causes come before the user's own permission, so a      //
+      // server without a usable model provider says so (QRun-IO/qbit-       //
+      // assistant#82) instead of sending the user to ask for access         //
+      /////////////////////////////////////////////////////////////////////////
       if(!config.isEffectivelyEnabled())
       {
          reason = "DISABLED";
+         message = DISABLED_MESSAGE;
+      }
+      else if(activeProvider() == null)
+      {
+         reason = NOT_CONFIGURED;
+         message = NO_MODEL_PROVIDER_MESSAGE;
       }
       else if(!hasAccess())
       {
          reason = "NO_PERMISSION";
-      }
-      else if(activeProvider() == null)
-      {
-         reason = "NOT_CONFIGURED";
+         message = NO_PERMISSION_MESSAGE;
       }
       else if(runtime.getPolicyService().current(false).killSwitch())
       {
          reason = "KILL_SWITCH";
+         message = KILL_SWITCH_MESSAGE;
       }
 
       result.put("enabled", reason == null);
       if(reason != null)
       {
          result.put("reason", reason);
+         result.put("message", message);
       }
       result.put("shortcut", config.getShortcut());
       result.put("model", reason == null ? activeProvider().model() : config.getModels().getMainModel());
@@ -168,13 +199,39 @@ public class AssistantApi
       profile.put("displayName", persona.displayName());
       profile.put("icon", persona.icon());
       profile.put("greeting", persona.greeting());
-      profile.put("starterPrompts", persona.starterPrompts());
+      profile.put("starterPrompts", reason == null ? starterPrompts(persona) : List.of());
       result.put("profile", profile);
+      if(mayQueryConversationsTable())
+      {
+         result.put("conversationsTable", AssistantConversation.TABLE_NAME);
+      }
       return (result);
    }
 
 
 
+   /*******************************************************************************
+    ** The example prompts for this user (see StarterPrompts): built from the
+    ** tables the user may read, plus the configured ones they may see. Never
+    ** throws.
+    *******************************************************************************/
+   private List<String> starterPrompts(ProfileService.Persona persona)
+   {
+      try
+      {
+         PolicyService.EffectivePolicy policy = runtime.getPolicyService().current(false);
+         UiApiToolbox.Context context = new UiApiToolbox.Context(session.getUuid(), session.getValue(QSession.VALUE_KEY_USER_TIMEZONE), runtime.getUiApiGateway(), policy.tools(), null, credentials);
+         boolean historyOffered = runtime.getToolbox().definitions(policy.tools(), false).stream().anyMatch(d -> UiApiToolbox.RECORD_HISTORY.equals(d.getName()));
+         return (runtime.getStarterPrompts().forUser(context, userId, persona.starterPrompts(), historyOffered));
+      }
+      catch(QException | RuntimeException e)
+      {
+         return (List.of());
+      }
+   }
+
+
+
    /*******************************************************************************
     ** GET /conversations
     *******************************************************************************/
@@ -182,10 +239,13 @@ public class AssistantApi
    {
       requireAccess();
       String effective = "ARCHIVED".equalsIgnoreCase(status) ? "ARCHIVED" : "ACTIVE";
+      Set<Integer> running = runningConversationIds();
       List<Map<String, Object>> list = new ArrayList<>();
       for(AssistantConversation conversation : store.listConversations(userId, effective))
       {
-         list.add(toJson(conversation));
+         Map<String, Object> item = toJson(conversation);
+         item.put("running", running.contains(conversation.getId()));
+         list.add(item);
       }
       return (Map.of("conversations", list));
    }
@@ -315,6 +375,18 @@ public class AssistantApi
          update.setValue("status", status);
          conversation.setStatus((String) status);
       }
+      if(body.containsKey("read"))
+      {
+         ////////////////////////////////////////////////////////////////////
+         // the panel watched the reply stream in: clear the unread count //
+         ////////////////////////////////////////////////////////////////////
+         if(!Boolean.TRUE.equals(body.get("read")))
+         {
+            throw (new AssistantApiException(400, "read can only be true."));
+         }
+         update.setValue("unreadCount", 0);
+         conversation.setUnreadCount(0);
+      }
 
       store.updateFields(AssistantConversation.TABLE_NAME, update);
       return (toJson(conversation));
@@ -379,11 +451,11 @@ public class AssistantApi
       ProviderService.Active        active = runtime.getProviderService().resolve(policy.mainModel());
       if(active == null)
       {
-         throw (new AssistantApiException(503, "NOT_CONFIGURED", "The assistant is not configured on this server."));
+         throw (new AssistantApiException(503, NOT_CONFIGURED, NO_MODEL_PROVIDER_MESSAGE));
       }
       if(policy.killSwitch())
       {
-         throw (new AssistantApiException(503, "KILL_SWITCH", "The assistant has been turned off by an administrator."));
+         throw (new AssistantApiException(503, "KILL_SWITCH", KILL_SWITCH_MESSAGE));
       }
 
       Long capMicros = ProviderService.capMicros(active.row());
@@ -480,21 +552,6 @@ public class AssistantApi
          RunningTurn runningTurn = new RunningTurn(turn.getId(), userId);
          TurnEngine  engine      = new TurnEngine(runtime, session, userId, conversation, userMessage, assistantMessage, turn, text, pageContext, policy, runningTurn,
             budget.softExceeded() ? budget.message() : null).withCredentials(credentials).withTranscript(transcript);
-         try
-         {
-            if(config.getRunTracker() != null)
-            {
-               ///////////////////////////////////////////////////////////////////
-               // never the conversation title: it is derived from the prompt  //
-               ///////////////////////////////////////////////////////////////////
-               runningTurn.setTrackingId(config.getRunTracker().start(userId, turn.getId(), conversationId, "Assistant answer"));
-               config.getRunTracker().onCancel(runningTurn.getTrackingId(), () -> runningTurn.cancel("USER"));
-            }
-         }
-         catch(Exception e)
-         {
-            LOG.warn("Assistant run tracker start failed", logPair("turnId", turn.getId()));
-         }
          runtime.register(runningTurn);
          if(!runningTurn.isFinalized())
          {
@@ -669,6 +726,53 @@ public class AssistantApi
 
 
 
+   /*******************************************************************************
+    ** Ids of the user's conversations with an answer in progress: a RUNNING or
+    ** CANCELLING turn that is not orphaned (orphans are recovered on the way,
+    ** as in GET /turns/active).
+    *******************************************************************************/
+   Set<Integer> runningConversationIds() throws QException
+   {
+      Set<Integer> ids = new HashSet<>();
+      for(AssistantTurn turn : store.listRunningTurns(userId))
+      {
+         turn = reapIfOrphaned(turn);
+         if(isRunning(turn) && turn.getConversationId() != null)
+         {
+            ids.add(turn.getConversationId());
+         }
+      }
+      return (ids);
+   }
+
+
+
+   /*******************************************************************************
+    ** Whether a turn row (of any owner) is an answer still in progress: running
+    ** here, or running elsewhere and not orphaned. Read-only (no recovery).
+    *******************************************************************************/
+   boolean inProgress(AssistantTurn turn)
+   {
+      return (isRunning(turn) && (runtime.getRunningTurn(turn.getId()) != null || !orphaned(turn)));
+   }
+
+
+
+   /*******************************************************************************
+    ** Whether this session may query the conversation table in the standard
+    ** table UI (assistant access or admin; rows stay owner-locked).
+    *******************************************************************************/
+   private boolean mayQueryConversationsTable()
+   {
+      if(userId == null || QContext.getQInstance() == null || QContext.getQInstance().getTable(AssistantConversation.TABLE_NAME) == null)
+      {
+         return (false);
+      }
+      return (PermissionsHelper.hasTablePermission(new QueryInput(AssistantConversation.TABLE_NAME), AssistantConversation.TABLE_NAME, TablePermissionSubType.READ));
+   }
+
+
+
    /*******************************************************************************
     ** A remote run loses its lease, exceeds the absolute deadline, or has a
     ** cancellation request that its owner did not acknowledge in time.
@@ -919,6 +1023,13 @@ public class AssistantApi
       {
          rs.put("href", outcome.getAuditHref());
       }
+      else if(!result.getRecordRefs().isEmpty() && TurnEngine.isAppHref(result.getRecordRefs().get(0).getHref()))
+      {
+         //////////////////////////////////////////////////////////////
+         // e.g. the job a confirmed bulk load launched              //
+         //////////////////////////////////////////////////////////////
+         rs.put("href", result.getRecordRefs().get(0).getHref());
+      }
       return (rs);
    }
 
@@ -1080,11 +1191,33 @@ public class AssistantApi
    {
       if(!config.isEffectivelyEnabled())
       {
-         throw (new AssistantApiException(503, "DISABLED", "The assistant is turned off for this application."));
+         throw (new AssistantApiException(503, "DISABLED", DISABLED_MESSAGE));
       }
       if(!hasAccess())
       {
-         throw (new AssistantApiException(403, "NO_PERMISSION", "You do not have access to the assistant."));
+         if(activeProviderOrNull() == null)
+         {
+            throw (new AssistantApiException(503, NOT_CONFIGURED, NO_MODEL_PROVIDER_MESSAGE));
+         }
+         throw (new AssistantApiException(403, "NO_PERMISSION", NO_PERMISSION_MESSAGE));
+      }
+   }
+
+
+
+   /*******************************************************************************
+    ** The active provider, or null when none is usable or it cannot be read
+    ** (only used to pick the clearer refusal).
+    *******************************************************************************/
+   private ProviderService.Active activeProviderOrNull()
+   {
+      try
+      {
+         return (activeProvider());
+      }
+      catch(QException | RuntimeException e)
+      {
+         return (null);
       }
    }
 

qbit-assistant/src/main/java/com/kingsrook/qbits/assistant/api/AssistantConversationCustomizer.java

@@ -0,0 +1,163 @@
+/*
+ * Copyright 2026 Kingsrook, LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package com.kingsrook.qbits.assistant.api;
+
+
+import java.io.Serializable;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Optional;
+import java.util.Set;
+import com.kingsrook.qbits.assistant.AssistantRuntime;
+import com.kingsrook.qbits.assistant.model.AssistantConversation;
+import com.kingsrook.qbits.assistant.model.AssistantTurn;
+import com.kingsrook.qbits.assistant.persistence.AssistantStore;
+import com.kingsrook.qqq.backend.core.actions.customizers.TableCustomizerInterface;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.tables.QInputSource;
+import com.kingsrook.qqq.backend.core.model.actions.tables.delete.DeleteInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateInput;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.statusmessages.BadInputStatusMessage;
+
+
+/*******************************************************************************
+ ** The conversation table as users use it in the standard table UI (their own
+ ** rows, through the owner record lock):
+ ** - update: only title, pinned and status (ACTIVE / ARCHIVED) can change;
+ **   the other fields (owner, classification, counters, context) are the
+ **   assistant's own. A new title is encrypted (HIPAA mode) as the panel's
+ **   writes are; a stored, still-encrypted title sent back unchanged is kept.
+ ** - delete: refused while the conversation has an answer in progress (as
+ **   DELETE /conversations/{id}); afterwards its child rows are deleted the
+ **   same way that route deletes them, so nothing is orphaned.
+ ** The assistant's own writes (system input source) pass through unchanged.
+ *******************************************************************************/
+public class AssistantConversationCustomizer implements TableCustomizerInterface
+{
+   public static final Set<String> USER_EDITABLE_FIELDS = Set.of("title", "pinned", "status");
+
+   public static final String IN_PROGRESS = "This conversation has an answer in progress. Stop it first.";
+
+
+
+   /*******************************************************************************
+    ** Users change only title, pinned and status.
+    *******************************************************************************/
+   @Override
+   public List<QRecord> preUpdate(UpdateInput updateInput, List<QRecord> records, boolean isPreview, Optional<List<QRecord>> oldRecordList) throws QException
+   {
+      if(updateInput.getInputSource() == QInputSource.SYSTEM)
+      {
+         return (records);
+      }
+      AssistantRuntime runtime = AssistantRuntime.of(QContext.getQInstance());
+      for(QRecord record : records)
+      {
+         for(String field : new ArrayList<>(record.getValues().keySet()))
+         {
+            if(!"id".equals(field) && !USER_EDITABLE_FIELDS.contains(field))
+            {
+               record.removeValue(field);
+            }
+         }
+         Serializable status = record.getValue("status");
+         if(record.getValues().containsKey("status") && !"ACTIVE".equals(status) && !"ARCHIVED".equals(status))
+         {
+            record.addError(new BadInputStatusMessage("Status must be Active or Archived."));
+         }
+         if(!isPreview && runtime != null && record.getValue("title") instanceof String title)
+         {
+            boolean unchangedStoredCiphertext = AssistantStore.isEncryptedValue(title) && record.getValueInteger("id") != null
+               && oldRecordList.orElse(List.of()).stream().anyMatch(oldRecord -> record.getValueInteger("id").equals(oldRecord.getValueInteger("id"))
+                  && title.equals(oldRecord.getValueString("title")));
+            if(!unchangedStoredCiphertext)
+            {
+               record.setValue("title", runtime.getStore().encryptForStorage(AssistantConversation.TABLE_NAME, new QRecord().withValue("title", title)).getValue("title"));
+            }
+         }
+      }
+      return (records);
+   }
+
+
+
+   /*******************************************************************************
+    ** A conversation with an answer in progress is not deleted.
+    *******************************************************************************/
+   @Override
+   public List<QRecord> preDelete(DeleteInput deleteInput, List<QRecord> records, boolean isPreview) throws QException
+   {
+      AssistantRuntime runtime = AssistantRuntime.of(QContext.getQInstance());
+      if(runtime == null || deleteInput.getInputSource() == QInputSource.SYSTEM || records.isEmpty())
+      {
+         return (records);
+      }
+      AssistantApi api = new AssistantApi(runtime, QContext.getQSession());
+      for(QRecord record : records)
+      {
+         if(hasAnswerInProgress(runtime, api, record.getValueInteger("id")))
+         {
+            record.addError(new BadInputStatusMessage(IN_PROGRESS));
+         }
+      }
+      return (records);
+   }
+
+
+
+   /*******************************************************************************
+    ** Delete the deleted conversations' child rows, as the owner's rows.
+    *******************************************************************************/
+   @Override
+   public List<QRecord> postDelete(DeleteInput deleteInput, List<QRecord> records) throws QException
+   {
+      AssistantRuntime runtime = AssistantRuntime.of(QContext.getQInstance());
+      if(runtime != null)
+      {
+         for(QRecord record : records)
+         {
+            if(record.getValueInteger("id") != null && record.getValueString("userId") != null)
+            {
+               runtime.getStore().deleteConversationChildren(record.getValueString("userId"), record.getValueInteger("id"));
+            }
+         }
+      }
+      return (records);
+   }
+
+
+
+   /*******************************************************************************
+    ** Whether a conversation (of any owner the session can see) has a running
+    ** or cancelling turn that is not orphaned.
+    *******************************************************************************/
+   public static boolean hasAnswerInProgress(AssistantRuntime runtime, AssistantApi api, Integer conversationId) throws QException
+   {
+      if(conversationId == null)
+      {
+         return (false);
+      }
+      List<AssistantTurn> turns = runtime.getStore().query(AssistantTurn.TABLE_NAME, new QQueryFilter()
+         .withCriteria("conversationId", QCriteriaOperator.EQUALS, conversationId)
+         .withCriteria("status", QCriteriaOperator.IN, List.of("RUNNING", "CANCELLING")), AssistantTurn.class);
+      return (turns.stream().anyMatch(api::inProgress));
+   }
+}

qbit-assistant/src/main/java/com/kingsrook/qbits/assistant/api/specs/AssistantSpecs.java

@@ -63,7 +63,7 @@ import io.javalin.http.HttpStatus;
 public final class AssistantSpecs
 {
    public static final String EXTENSION_NAME    = "assistant";
-   public static final String EXTENSION_VERSION = "1.5.0";
+   public static final String EXTENSION_VERSION = "1.7.0";
    public static final String PREFIX            = "/assistant";
 
 
@@ -195,20 +195,24 @@ public final class AssistantSpecs
       Map<String, Schema> rs = new LinkedHashMap<>();
       rs.put("AssistantProfileV1", object("How the assistant presents itself (admin-configured; text only, it never changes access).",
          "displayName", string("The assistant's name."), "icon", string("A Material icon name."), "greeting", string("Shown on a new conversation.").withNullable(true),
-         "starterPrompts", array(string(null), "Suggested first questions.")));
+         "starterPrompts", array(string(null), "Up to three suggested first questions in total: permitted configured questions first, then generated questions. Table, row and field access are checked on every request.")));
       rs.put("AssistantConfigResponseV1", object("Whether the assistant is available to this user, and how.",
          "enabled", bool("Whether the panel may be used."),
-         "reason", string("Why not: DISABLED, NO_PERMISSION, NOT_CONFIGURED or KILL_SWITCH.").withNullable(true),
+         "reason", string("Why not: DISABLED, NOT_CONFIGURED (no usable model provider on the server), NO_PERMISSION or KILL_SWITCH, checked in that order.").withNullable(true),
+         "message", string("Since 1.7.0: when reason is set, a sentence for the user that names the cause (for NOT_CONFIGURED, what an administrator configures).").withNullable(true),
          "shortcut", string("Keyboard shortcut, e.g. mod+j."),
          "model", string("The model that answers."),
          "limits", freeObject("maxTurnSeconds and maxToolCallsPerTurn. When features.attachments is true also maxAttachmentBytes (the largest file read, in bytes), "
             + "maxAttachments (files per question) and attachmentTypes (human-readable type names for the file picker hint; images only when the model reads them)."),
          "features", freeObject("writes: some table allows writes; pendingActions: writes wait for confirmation; attachments: files uploaded with POST /qqq/v1/uploads "
             + "and sent as pageContext.attachments [{uploadRef, fileName}] are read for the question."),
-         "profile", ref("AssistantProfileV1")));
+         "profile", ref("AssistantProfileV1"),
+         "conversationsTable", string("Since 1.6.0: the table name of the user's conversations (assistant_conversation) for the standard table UI "
+            + "(manage, archive, restore and delete); present only when this session may query that table.").withNullable(true)));
       rs.put("AssistantConversationV1", object("One of the user's own conversations.",
          "id", integer(null), "title", string(null).withNullable(true), "status", string("ACTIVE or ARCHIVED."), "pinned", bool(null),
-         "lastMessageAt", string("ISO-8601 instant.").withNullable(true), "unreadCount", integer(null), "createDate", string("ISO-8601 instant.").withNullable(true)));
+         "lastMessageAt", string("ISO-8601 instant.").withNullable(true), "unreadCount", integer(null), "createDate", string("ISO-8601 instant.").withNullable(true),
+         "running", bool("Since 1.6.0, in GET /conversations items only: whether an answer is in progress (a RUNNING or CANCELLING turn that is not orphaned).").withNullable(true)));
       rs.put("AssistantConversationListResponseV1", object("The user's conversations, newest first.", "conversations", array(ref("AssistantConversationV1"), null)));
       rs.put("AssistantMessageV1", object("A message: the user's text or the assistant's reply as parts (text, tool, record_refs, navigate, notice).",
          "id", integer(null), "role", string("USER or ASSISTANT."), "status", string(null), "turnId", integer(null).withNullable(true),
@@ -818,7 +822,7 @@ public final class AssistantSpecs
       @Override
       protected String summary()
       {
-         return ("Rename, pin or archive a conversation");
+         return ("Rename, pin, archive or mark read a conversation");
       }
 
 
@@ -834,7 +838,8 @@ public final class AssistantSpecs
       @Override
       protected Schema defineRequestBodySchema()
       {
-         return (object("The changed properties.", "title", string(null), "pinned", bool(null), "status", string("ACTIVE or ARCHIVED.")));
+         return (object("The changed properties.", "title", string(null), "pinned", bool(null), "status", string("ACTIVE or ARCHIVED."),
+            "read", bool("Since 1.6.0: true sets unreadCount to 0 (the user watched the reply stream in). Only true is accepted.")));
       }
 
 

qbit-assistant/src/main/java/com/kingsrook/qbits/assistant/engine/RunningTurn.java

@@ -40,7 +40,6 @@ public class RunningTurn
    private volatile Thread engineThread;
    private volatile Consumer<String> forceFinalizer;
    private volatile long cancelledNanos;
-   private volatile String trackingId;
    private volatile StreamHandle               currentHandle;
 
 
@@ -264,24 +263,4 @@ public class RunningTurn
       return (isCancelled() && cancelledNanos != 0 && System.nanoTime() - cancelledNanos >= seconds * 1_000_000_000L);
    }
 
-
-
-   /*******************************************************************************
-    ** Getter for trackingId
-    *******************************************************************************/
-   public String getTrackingId()
-   {
-      return (trackingId);
-   }
-
-
-
-   /*******************************************************************************
-    ** Setter for trackingId
-    *******************************************************************************/
-   public void setTrackingId(String trackingId)
-   {
-      this.trackingId = trackingId;
-   }
-
 }

qbit-assistant/src/main/java/com/kingsrook/qbits/assistant/engine/StarterPrompts.java

@@ -0,0 +1,498 @@
+/*
+ * Copyright 2026 Kingsrook, LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package com.kingsrook.qbits.assistant.engine;
+
+
+import java.time.Clock;
+import java.time.Duration;
+import java.time.Instant;
+import java.time.LocalDate;
+import java.time.ZoneOffset;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.LinkedHashMap;
+import java.util.LinkedHashSet;
+import java.util.List;
+import java.util.Locale;
+import java.util.Map;
+import java.util.Set;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.kingsrook.qbits.assistant.tools.UiApiToolbox;
+import com.kingsrook.qbits.assistant.uiapi.UiApiCall;
+import com.kingsrook.qbits.assistant.uiapi.UiApiGateway;
+import com.kingsrook.qbits.assistant.uiapi.UiApiResult;
+import com.kingsrook.qqq.backend.core.actions.ai.AiToolOutcome;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.utils.StringUtils;
+
+
+/*******************************************************************************
+ ** The example prompts the panel offers on a new conversation, built per user
+ ** from what that user can actually reach.
+ **
+ ** The tables come from the same tool the model uses (list_tables, which is the
+ ** UI API's metadata narrowed by data access), the row counts and fields from
+ ** count_records and describe_table, all with the user's own session. So a
+ ** prompt can only name a table the user may read through the assistant, and
+ ** only one that has rows.
+ **
+ ** Configured profile prompts are kept only when they declare the tables they
+ ** need, as a leading tag: {@code [blog_post] Which posts are drafts?} or
+ ** {@code [blog_post, page] ...}, and the user can read every one. A line with
+ ** {@code [none]} names no table and always stays. A line without a tag is
+ ** dropped, because there is no way to tell which tables it mentions.
+ **
+ ** The result is stable for a user for the day (the pick is seeded by user id
+ ** and date, not random), rechecked on every request, bounded in work and time,
+ ** and never throws: any failure yields no generated prompts.
+ *******************************************************************************/
+public class StarterPrompts
+{
+   private static final QLogger LOG = QLogger.getLogger(StarterPrompts.class);
+
+   public static final int      MAX_PROMPTS        = 3;
+   public static final int      MAX_COUNT_CALLS    = 6;
+   public static final int      MAX_DESCRIBE_CALLS = 3;
+   public static final Duration CALL_TIMEOUT       = Duration.ofSeconds(3);
+   public static final Duration TOTAL_BUDGET       = Duration.ofSeconds(8);
+   public static final String   NO_TABLE_TAG       = "none";
+
+   private static final int MAX_PROMPT_CHARS = 200;
+
+   private static final ObjectMapper MAPPER = new ObjectMapper();
+
+   private final UiApiToolbox               toolbox;
+   private final Clock                      clock;
+
+
+
+   /*******************************************************************************
+    ** What was worked out for a user: the tables they may read and the
+    ** generated prompts for this request.
+    *******************************************************************************/
+   private record PromptSelection(Set<String> readableTables, List<String> generated)
+   {
+   }
+
+
+
+   /*******************************************************************************
+    ** A readable table: its name and its singular label.
+    *******************************************************************************/
+   private record TableRef(String name, String label)
+   {
+   }
+
+
+
+   /*******************************************************************************
+    ** A table that has rows, with its date field (if any).
+    *******************************************************************************/
+   private record TableWithRows(TableRef table, String dateField)
+   {
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public StarterPrompts(UiApiToolbox toolbox, Clock clock)
+   {
+      this.toolbox = toolbox;
+      this.clock = clock;
+   }
+
+
+
+   /*******************************************************************************
+    ** The prompts for this user: the configured lines they may see, then
+    ** generated ones up to {@link #MAX_PROMPTS} in all. Never throws.
+    **
+    ** @param context where the calls run: the user's session and the policy
+    ** @param userId the daily selection seed; with none, there are no generated prompts
+    ** @param configured the profile's starter lines, tags included
+    ** @param historyOffered whether the change-history tool is available
+    *******************************************************************************/
+   public List<String> forUser(UiApiToolbox.Context context, String userId, List<String> configured, boolean historyOffered)
+   {
+      try
+      {
+         PromptSelection entry = entryFor(context, userId, historyOffered);
+         List<String>  rs    = new ArrayList<>();
+         for(String line : configured == null ? List.<String>of() : configured)
+         {
+            if(rs.size() >= MAX_PROMPTS)
+            {
+               break;
+            }
+            String prompt = allowedConfigured(line, entry.readableTables());
+            if(prompt != null)
+            {
+               rs.add(prompt);
+            }
+         }
+         for(String generated : entry.generated())
+         {
+            if(rs.size() >= MAX_PROMPTS)
+            {
+               break;
+            }
+            rs.add(generated);
+         }
+         return (rs);
+      }
+      catch(RuntimeException e)
+      {
+         LOG.warn("Could not build the starter prompts; offering none", e);
+         return (List.of());
+      }
+   }
+
+
+
+   /*******************************************************************************
+    ** Recompute eligibility with the current session, permissions and data.
+    ** Table, row and field access may change without a new session or user id.
+    *******************************************************************************/
+   private PromptSelection entryFor(UiApiToolbox.Context context, String userId, boolean historyOffered)
+   {
+      Instant now = clock.instant();
+      LocalDate today = LocalDate.ofInstant(now, ZoneOffset.UTC);
+      if(userId == null)
+      {
+         return (new PromptSelection(Set.of(), List.of()));
+      }
+      try
+      {
+         return (build(limited(context), userId, today, now, historyOffered));
+      }
+      catch(RuntimeException e)
+      {
+         LOG.warn("Could not read what the user can access for starter prompts", e);
+         return (new PromptSelection(Set.of(), List.of()));
+      }
+   }
+
+
+
+   /*******************************************************************************
+    ** The same context with every call held to a short timeout.
+    *******************************************************************************/
+   private static UiApiToolbox.Context limited(UiApiToolbox.Context context)
+   {
+      UiApiGateway inner = context.gateway();
+      UiApiGateway gateway = new UiApiGateway()
+      {
+         /*******************************************************************************
+          **
+          *******************************************************************************/
+         @Override
+         public boolean isInvocable(String method, String pathTemplate)
+         {
+            return (inner.isInvocable(method, pathTemplate));
+         }
+
+
+
+         /*******************************************************************************
+          **
+          *******************************************************************************/
+         @Override
+         public UiApiResult invoke(UiApiCall call) throws QException
+         {
+            return (inner.invoke(call.withTimeout(CALL_TIMEOUT)));
+         }
+      };
+      return (new UiApiToolbox.Context(context.sessionUUID(), context.userTimezone(), gateway, context.policy(), null, context.credentials(), null));
+   }
+
+
+
+   /*******************************************************************************
+    ** Work out the readable tables and the generated prompts.
+    *******************************************************************************/
+   private PromptSelection build(UiApiToolbox.Context context, String userId, LocalDate today, Instant now, boolean historyOffered)
+   {
+      Instant deadline = now.plus(TOTAL_BUDGET);
+      List<TableRef> readable = readableTables(context);
+      Set<String> names = new LinkedHashSet<>();
+      readable.forEach(t -> names.add(t.name()));
+
+      List<TableRef> order = new ArrayList<>(readable);
+      order.sort(Comparator.comparingInt((TableRef t) -> seed(userId, today, t.name())).thenComparing(TableRef::name));
+
+      List<TableWithRows> withRows = new ArrayList<>();
+      int                 counts   = 0;
+      for(TableRef table : order)
+      {
+         if(counts >= MAX_COUNT_CALLS || withRows.size() >= MAX_DESCRIBE_CALLS || clock.instant().isAfter(deadline))
+         {
+            break;
+         }
+         counts++;
+         if(hasRows(context, table))
+         {
+            withRows.add(new TableWithRows(table, clock.instant().isAfter(deadline) ? null : dateField(context, table)));
+         }
+      }
+
+      return (new PromptSelection(names, promptsFor(withRows, userId, today, historyOffered)));
+   }
+
+
+
+   /*******************************************************************************
+    ** The tables the user may read through the assistant (list_tables).
+    *******************************************************************************/
+   private List<TableRef> readableTables(UiApiToolbox.Context context)
+   {
+      UiApiToolbox.Outcome outcome = toolbox.execute(context, "starter-list", UiApiToolbox.LIST_TABLES, Map.of());
+      Map<String, Object>  data    = json(outcome);
+      List<TableRef>       rs      = new ArrayList<>();
+      if(data != null && data.get("tables") instanceof List<?> tables)
+      {
+         for(Object item : tables)
+         {
+            if(item instanceof Map<?, ?> table && table.get("name") instanceof String name && StringUtils.hasContent(name))
+            {
+               String label = table.get("label") instanceof String l && StringUtils.hasContent(l) ? l.strip() : name;
+               rs.add(new TableRef(name, label));
+            }
+         }
+      }
+      return (rs);
+   }
+
+
+
+   /*******************************************************************************
+    ** Whether the table has any row for this user (a count, as the user).
+    *******************************************************************************/
+   private boolean hasRows(UiApiToolbox.Context context, TableRef table)
+   {
+      Map<String, Object> filter = new LinkedHashMap<>();
+      filter.put("booleanOperator", "AND");
+      filter.put("criteria", List.of());
+      UiApiToolbox.Outcome outcome = toolbox.execute(context, "starter-count", UiApiToolbox.COUNT_RECORDS, Map.of("table", table.name(), "filter", filter));
+      if(outcome.getResult().getOutcome() != AiToolOutcome.OK || outcome.getResult().getRender() == null)
+      {
+         return (false);
+      }
+      return (outcome.getResult().getRender().get("count") instanceof Number n && n.longValue() > 0);
+   }
+
+
+
+   /*******************************************************************************
+    ** The table's date-time field whose values the assistant may read (create
+    ** date first), else a date field, else null.
+    *******************************************************************************/
+   private String dateField(UiApiToolbox.Context context, TableRef table)
+   {
+      UiApiToolbox.Outcome outcome = toolbox.execute(context, "starter-describe", UiApiToolbox.DESCRIBE_TABLE, Map.of("table", table.name()));
+      Map<String, Object>  data    = json(outcome);
+      if(data == null || !(data.get("fields") instanceof List<?> fields))
+      {
+         return (null);
+      }
+      String dateTime = null;
+      String date     = null;
+      for(Object item : fields)
+      {
+         if(item instanceof Map<?, ?> field && field.get("name") instanceof String name && field.get("type") instanceof String type && !field.containsKey("values"))
+         {
+            String normalized = type.replace("_", "").toLowerCase(Locale.ROOT);
+            if("datetime".equals(normalized) && (dateTime == null || "createDate".equals(name)))
+            {
+               dateTime = name;
+            }
+            else if("date".equals(normalized) && date == null)
+            {
+               date = name;
+            }
+         }
+      }
+      return (dateTime != null ? dateTime : date);
+   }
+
+
+
+   /*******************************************************************************
+    ** The tool result's JSON body (inside the data envelope), or null.
+    *******************************************************************************/
+   @SuppressWarnings("unchecked")
+   private static Map<String, Object> json(UiApiToolbox.Outcome outcome)
+   {
+      if(outcome.getResult().getOutcome() != AiToolOutcome.OK || outcome.getResult().getModelContent() == null)
+      {
+         return (null);
+      }
+      String content = outcome.getResult().getModelContent();
+      int    start   = content.indexOf('{');
+      int    end     = content.lastIndexOf('}');
+      if(start < 0 || end <= start)
+      {
+         return (null);
+      }
+      try
+      {
+         return (MAPPER.readValue(content.substring(start, end + 1), Map.class));
+      }
+      catch(Exception e)
+      {
+         return (null);
+      }
+   }
+
+
+
+   /*******************************************************************************
+    ** Up to MAX_PROMPTS prompts: one per table first (in the user's daily
+    ** order), then more from the same tables when there are too few tables.
+    *******************************************************************************/
+   private static List<String> promptsFor(List<TableWithRows> tables, String userId, LocalDate today, boolean historyOffered)
+   {
+      List<List<String>> candidates = new ArrayList<>();
+      for(TableWithRows table : tables)
+      {
+         String       plural = plural(table.table().label());
+         List<String> list   = new ArrayList<>();
+         if(table.dateField() != null)
+         {
+            list.add("How many " + plural + " were added in the last 7 days?");
+            list.add("Show my most recent " + plural);
+         }
+         else
+         {
+            list.add("How many " + plural + " are there?");
+         }
+         if(historyOffered)
+         {
+            list.add("What changed in " + plural + " this week?");
+         }
+         Collections.rotate(list, -Math.floorMod(seed(userId, today, table.table().name()), list.size()));
+         candidates.add(list);
+      }
+
+      List<String> rs = new ArrayList<>();
+      for(int round = 0; rs.size() < MAX_PROMPTS; round++)
+      {
+         boolean added = false;
+         for(List<String> list : candidates)
+         {
+            if(round < list.size() && rs.size() < MAX_PROMPTS)
+            {
+               rs.add(truncate(list.get(round)));
+               added = true;
+            }
+         }
+         if(!added)
+         {
+            break;
+         }
+      }
+      return (rs);
+   }
+
+
+
+   /*******************************************************************************
+    ** The configured line without its tag when the user may see it, else null.
+    *******************************************************************************/
+   static String allowedConfigured(String line, Set<String> readableTables)
+   {
+      if(line == null)
+      {
+         return (null);
+      }
+      String text  = line.strip();
+      int    close = text.indexOf(']');
+      if(!text.startsWith("[") || close < 0)
+      {
+         return (null);
+      }
+      String prompt = text.substring(close + 1).strip();
+      if(prompt.isEmpty())
+      {
+         return (null);
+      }
+      List<String> tags = new ArrayList<>();
+      for(String tag : text.substring(1, close).split(","))
+      {
+         if(StringUtils.hasContent(tag))
+         {
+            tags.add(tag.strip());
+         }
+      }
+      if(tags.size() == 1 && NO_TABLE_TAG.equalsIgnoreCase(tags.get(0)))
+      {
+         return (truncate(prompt));
+      }
+      if(tags.isEmpty() || !readableTables.containsAll(tags))
+      {
+         return (null);
+      }
+      return (truncate(prompt));
+   }
+
+
+
+   /*******************************************************************************
+    ** A label as a lower-case plural ("Blog Post" becomes "blog posts").
+    *******************************************************************************/
+   static String plural(String label)
+   {
+      String word = label == null ? "" : label.strip().toLowerCase(Locale.ROOT);
+      if(word.isEmpty() || word.endsWith("s") || word.endsWith("media") || word.endsWith("data"))
+      {
+         return (word);
+      }
+      if(word.endsWith("x") || word.endsWith("ch") || word.endsWith("sh") || word.endsWith("z"))
+      {
+         return (word + "es");
+      }
+      if(word.length() > 1 && word.endsWith("y") && "aeiou".indexOf(word.charAt(word.length() - 2)) < 0)
+      {
+         return (word.substring(0, word.length() - 1) + "ies");
+      }
+      return (word + "s");
+   }
+
+
+
+   /*******************************************************************************
+    ** A stable pseudo-random number for a user, a day and a name.
+    *******************************************************************************/
+   private static int seed(String userId, LocalDate day, String name)
+   {
+      return ((userId + "|" + day + "|" + name).hashCode());
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private static String truncate(String value)
+   {
+      return (value.length() <= MAX_PROMPT_CHARS ? value : value.substring(0, MAX_PROMPT_CHARS));
+   }
+
+}

qbit-assistant/src/main/java/com/kingsrook/qbits/assistant/engine/TurnEngine.java

@@ -792,8 +792,8 @@ public class TurnEngine implements Runnable
       }
       ///////////////////////////////////////////////////////////////////////
       // providers stream on their own (virtual) threads, which have no     //
-      // QContext: run the delta handler in the turn's context, or progress //
-      // writes (JobLogWriter) fail with no instance                        //
+      // QContext: run the delta handler in the turn's context, so phase    //
+      // and text events are recorded with the turn's instance and session //
       ///////////////////////////////////////////////////////////////////////
       CapturedContext turnContext = QContext.capture();
       ModelEventListener listener = new ModelEventListener()
@@ -1343,6 +1343,17 @@ public class TurnEngine implements Runnable
             String finalErrorText = errorText;
             safely(() -> emit(TurnEvent.ERROR, map("code", finalErrorCode, "message", finalErrorText)));
          }
+
+         ///////////////////////////////////////////////////////////////////////
+         // the stream ends at message.end and the panel reloads the          //
+         // conversation at once, so the redacted transcript (message parts,  //
+         // pending actions, events) must be stored before that event is sent //
+         ///////////////////////////////////////////////////////////////////////
+         if(!alreadyTerminal)
+         {
+            safely(this::persistPendingEvents);
+            safely(() -> transcript.flush(store));
+         }
          safely(() -> emit(TurnEvent.MESSAGE_END, map("messageId", assistantMessage.getId(), "status", finalStatus, "stopReason", finalStopReason)));
          if(!alreadyTerminal)
          {
@@ -1418,30 +1429,21 @@ public class TurnEngine implements Runnable
                runtime.getScheduledTurn().detach(conversation.getId(), session.getUuid());
             }
          });
-         String finalStatus = status;
-         String finalText = errorText;
-         try
+         runtime.unregister(turn.getId());
+         runtime.getRateLimiter().release(userId);
+         if(transcript != null && !engineRunning)
          {
-            safely(() -> config.getRunTracker().finish(running.getTrackingId(), finalStatus, finalText));
+            transcript.close();
          }
-         finally
+         else
          {
-            runtime.unregister(turn.getId());
-            runtime.getRateLimiter().release(userId);
-            if(transcript != null && !engineRunning)
-            {
-               transcript.close();
-            }
-            else
-            {
-               // A wedged provider can still log after forced finalization. The
-               // engine's finally releases its log protection when it returns.
-               TranscriptRedactor.detach();
-            }
-            if(previousTranscript != null && previousTranscript != transcript)
-            {
-               previousTranscript.attach();
-            }
+            // A wedged provider can still log after forced finalization. The
+            // engine's finally releases its log protection when it returns.
+            TranscriptRedactor.detach();
+         }
+         if(previousTranscript != null && previousTranscript != transcript)
+         {
+            previousTranscript.attach();
          }
       }
    }
@@ -1491,7 +1493,6 @@ public class TurnEngine implements Runnable
       running.setPhase(phase, toolName);
       String label = toolName == null ? phase : ToolLabels.running(toolName);
       emit(TurnEvent.TURN_PHASE, map("phase", phase, "toolName", toolName, "label", label));
-      safely(() -> config.getRunTracker().progress(running.getTrackingId(), phase, label));
    }
 
 

qbit-assistant/src/main/java/com/kingsrook/qbits/assistant/jobs/AssistantRunTracker.java

@@ -1,80 +0,0 @@
-/*
- * Copyright 2026 Kingsrook, LLC
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.kingsrook.qbits.assistant.jobs;
-
-
-import com.kingsrook.qqq.backend.core.exceptions.QException;
-
-
-/*******************************************************************************
- ** Publishes assistant answers as jobs. The default, JobTrackingRunTracker,
- ** uses QQQ core job tracking (the Jobs tray); NOOP turns it off, and hosts
- ** may wire their own. Every call is isolated from the turn: a failure here
- ** never affects the answer.
- *******************************************************************************/
-public interface AssistantRunTracker
-{
-   AssistantRunTracker NOOP = new AssistantRunTracker()
-   {
-      /*******************************************************************************
-       ** No tracking is configured.
-       *******************************************************************************/
-      @Override
-      public String start(String userId, Integer turnId, Integer conversationId, String label)
-      {
-         return (null);
-      }
-
-      /*******************************************************************************
-       ** No tracking is configured.
-       *******************************************************************************/
-      @Override
-      public void progress(String trackingId, String phase, String message)
-      {
-      }
-
-      /*******************************************************************************
-       ** No tracking is configured.
-       *******************************************************************************/
-      @Override
-      public void finish(String trackingId, String status, String message)
-      {
-      }
-   };
-
-   /*******************************************************************************
-    ** Publish a run and return its tracking id.
-    *******************************************************************************/
-   String start(String userId, Integer turnId, Integer conversationId, String label) throws QException;
-
-   /*******************************************************************************
-    ** Publish a changed phase.
-    *******************************************************************************/
-   void progress(String trackingId, String phase, String message);
-
-   /*******************************************************************************
-    ** Publish the terminal outcome.
-    *******************************************************************************/
-   void finish(String trackingId, String status, String message) throws QException;
-
-   /*******************************************************************************
-    ** Wire the host's Stop action to the owner's cancellation path.
-    *******************************************************************************/
-   default void onCancel(String trackingId, Runnable cancel) throws QException
-   {
-   }
-}

qbit-assistant/src/main/java/com/kingsrook/qbits/assistant/jobs/JobTrackingRunTracker.java

@@ -1,170 +0,0 @@
-/*
- * Copyright 2026 Kingsrook, LLC
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.kingsrook.qbits.assistant.jobs;
-
-
-import java.util.Map;
-import java.util.concurrent.ConcurrentHashMap;
-import com.kingsrook.qbits.assistant.model.AssistantConversation;
-import com.kingsrook.qqq.backend.core.context.QContext;
-import com.kingsrook.qqq.backend.core.exceptions.QException;
-import com.kingsrook.qqq.backend.core.jobs.model.JobStatus;
-import com.kingsrook.qqq.backend.core.jobs.progress.JobPhase;
-import com.kingsrook.qqq.backend.core.jobs.progress.JobProgress;
-import com.kingsrook.qqq.backend.core.jobs.progress.JobTracking;
-import com.kingsrook.qqq.backend.core.jobs.progress.TrackedJobRequest;
-import com.kingsrook.qqq.backend.core.jobs.runtime.DurableJobsRuntime;
-import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
-
-
-/*******************************************************************************
- ** Publishes each assistant answer to the Jobs tray as a QQQ tracking job
- ** (core JobTracking, qqq#1210): processName "assistant.turn", phases
- ** thinking / tool / writing, the tool's label as the message, and the tray's
- ** Stop wired to the turn's own Stop. Never prompt or answer text. When the
- ** durable jobs runtime is not running on this pod, answers are simply not
- ** tracked.
- *******************************************************************************/
-public class JobTrackingRunTracker implements AssistantRunTracker
-{
-   public static final String PROCESS_NAME = "assistant.turn";
-   public static final String LABEL        = "Assistant answer";
-
-   private final Map<String, JobProgress> reporters = new ConcurrentHashMap<>();
-
-
-
-   /*******************************************************************************
-    ** Start a tracking job linked to the conversation, or null when the jobs
-    ** runtime is not running here.
-    *******************************************************************************/
-   @Override
-   public String start(String userId, Integer turnId, Integer conversationId, String label) throws QException
-   {
-      QInstance qInstance = QContext.getQInstance();
-      if(qInstance == null || DurableJobsRuntime.get(qInstance) == null)
-      {
-         return (null);
-      }
-
-      Integer jobId = JobTracking.start(new TrackedJobRequest()
-         .withUserId(userId)
-         .withLabel(LABEL)
-         .withProcessName(PROCESS_NAME)
-         .withTableName(AssistantConversation.TABLE_NAME)
-         .withRecordId(conversationId));
-      String trackingId = String.valueOf(jobId);
-      reporters.put(trackingId, JobTracking.progress(jobId).phases(
-         JobPhase.of("thinking", "Thinking", 1),
-         JobPhase.of("tool", "Using a tool", 1),
-         JobPhase.of("writing", "Writing", 1)));
-      return (trackingId);
-   }
-
-
-
-   /*******************************************************************************
-    ** The current phase, with the tool's label as the message.
-    *******************************************************************************/
-   @Override
-   public void progress(String trackingId, String phase, String message)
-   {
-      JobProgress reporter = trackingId == null ? null : reporters.get(trackingId);
-      if(reporter == null || !("thinking".equals(phase) || "tool".equals(phase) || "writing".equals(phase)))
-      {
-         return;
-      }
-      reporter.phase(phase);
-      if("tool".equals(phase) && message != null)
-      {
-         reporter.message(message);
-         reporter.flush();
-      }
-   }
-
-
-
-   /*******************************************************************************
-    ** COMPLETE -> COMPLETED, CANCELLED -> CANCELLED, anything else -> FAILED.
-    *******************************************************************************/
-   @Override
-   public void finish(String trackingId, String status, String message) throws QException
-   {
-      if(trackingId == null)
-      {
-         return;
-      }
-      JobProgress reporter = reporters.remove(trackingId);
-      if(reporter != null)
-      {
-         reporter.flush();
-      }
-      JobTracking.finish(Integer.valueOf(trackingId), jobStatus(status), finishMessage(status));
-   }
-
-
-
-   /*******************************************************************************
-    ** The tray's Stop runs on this pod and stops the turn; the turn's own
-    ** finaliser then finishes the job as CANCELLED.
-    *******************************************************************************/
-   @Override
-   public void onCancel(String trackingId, Runnable cancel) throws QException
-   {
-      if(trackingId != null)
-      {
-         JobTracking.onCancel(Integer.valueOf(trackingId), cancel);
-      }
-   }
-
-
-
-   /*******************************************************************************
-    ** The jobs status for an assistant turn status.
-    *******************************************************************************/
-   static JobStatus jobStatus(String status)
-   {
-      if("COMPLETE".equals(status))
-      {
-         return (JobStatus.COMPLETED);
-      }
-      if("CANCELLED".equals(status))
-      {
-         return (JobStatus.CANCELLED);
-      }
-      return (JobStatus.FAILED);
-   }
-
-
-
-   /*******************************************************************************
-    ** A fixed message (never the answer, the prompt or a provider error).
-    *******************************************************************************/
-   static String finishMessage(String status)
-   {
-      if("COMPLETE".equals(status))
-      {
-         return ("Answered.");
-      }
-      if("CANCELLED".equals(status))
-      {
-         return ("Stopped.");
-      }
-      return ("The answer did not finish.");
-   }
-
-}

qbit-assistant/src/main/java/com/kingsrook/qbits/assistant/metadata/AssistantAccessPermissionChecker.java

@@ -0,0 +1,51 @@
+/*
+ * Copyright 2026 Kingsrook, LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package com.kingsrook.qbits.assistant.metadata;
+
+
+import com.kingsrook.qbits.assistant.AssistantQBitConfig;
+import com.kingsrook.qqq.backend.core.actions.permissions.CustomPermissionChecker;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.exceptions.QPermissionDeniedException;
+import com.kingsrook.qqq.backend.core.model.actions.AbstractActionInput;
+import com.kingsrook.qqq.backend.core.model.metadata.permissions.MetaDataWithPermissionRules;
+import com.kingsrook.qqq.backend.core.model.session.QSession;
+
+
+/*******************************************************************************
+ ** Guards what every assistant user may use in the standard table UI (their
+ ** own conversations and the conversation record actions): the user needs
+ ** assistant access ("assistant.hasAccess") or "assistant.admin". Which rows
+ ** they see is decided by the owner record lock, not by this checker.
+ *******************************************************************************/
+public class AssistantAccessPermissionChecker implements CustomPermissionChecker
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public void checkPermissionsThrowing(AbstractActionInput actionInput, MetaDataWithPermissionRules metaDataWithPermissionRules) throws QPermissionDeniedException
+   {
+      QSession session = QContext.getQSession();
+      if(session == null || !(session.hasPermission(AssistantQBitConfig.ACCESS_PERMISSION) || session.hasPermission(AssistantQBitConfig.ADMIN_PERMISSION)))
+      {
+         throw (new QPermissionDeniedException("Not authorized to use the assistant."));
+      }
+   }
+
+}

qbit-assistant/src/main/java/com/kingsrook/qbits/assistant/metadata/AssistantMetaDataBuilder.java

@@ -20,6 +20,7 @@ package com.kingsrook.qbits.assistant.metadata;
 import java.util.ArrayList;
 import java.util.List;
 import com.kingsrook.qbits.assistant.AssistantQBitConfig;
+import com.kingsrook.qbits.assistant.api.AssistantConversationCustomizer;
 import com.kingsrook.qbits.assistant.health.AssistantHealthWidget;
 import com.kingsrook.qbits.assistant.home.AssistantAccessWidget;
 import com.kingsrook.qbits.assistant.home.AssistantHome;
@@ -90,7 +91,10 @@ import com.kingsrook.qqq.backend.core.utils.StringUtils;
  ** - The key type's all-access key (assistant_user_id_all_access) lets admins see
  **   everyone's rows; hosts grant it to users holding assistant.admin with
  **   AssistantSecurity.applySessionKeys in their authentication customizer.
- ** - Tables, app and process need assistant.admin in the generic UI / API.
+ ** - Tables, app and process need assistant.admin in the generic UI / API,
+ **   except assistant_conversation and its record actions (archive, restore,
+ **   delete), which every assistant user may use on their own rows. The app
+ **   (its nav) stays admin-only.
  ** - assistant_usage_daily rows with a null userId are the INSTANCE rollup and
  **   are readable by any session (the lock allows null).
  ** - The assistant's own tool kernel never exposes assistant_* tables to the
@@ -160,10 +164,15 @@ public class AssistantMetaDataBuilder
    {
       List<QTableMetaData> tables = new ArrayList<>();
 
+      QCodeReference conversationCustomizer = new QCodeReference(AssistantConversationCustomizer.class);
       tables.add(owned(base(AssistantConversation.TABLE_NAME, "Assistant Conversation", "forum", AssistantConversation.class), false)
          .withRecordLabelFormat("%s")
          .withRecordLabelFields("title")
-         .withoutCapabilities(Capability.TABLE_INSERT));
+         .withoutCapabilities(Capability.TABLE_INSERT)
+         .withPermissionRules(accessRules())
+         .withCustomizer(TableCustomizers.PRE_UPDATE_RECORD, conversationCustomizer)
+         .withCustomizer(TableCustomizers.PRE_DELETE_RECORD, conversationCustomizer)
+         .withCustomizer(TableCustomizers.POST_DELETE_RECORD, conversationCustomizer));
       text(tables.get(0), "contextJson");
 
       tables.add(text(readOnly(owned(base(AssistantMessage.TABLE_NAME, "Assistant Message", "chat", AssistantMessage.class), false)), "partsJson")
@@ -415,6 +424,21 @@ public class AssistantMetaDataBuilder
 
 
 
+   /*******************************************************************************
+    ** assistant access or assistant.admin, through the custom checker (explicit
+    ** level and deny behavior, as in adminRules): for the conversation table
+    ** and its record actions, which users use on their own (record-locked) rows.
+    *******************************************************************************/
+   public static QPermissionRules accessRules()
+   {
+      return (new QPermissionRules()
+         .withLevel(PermissionLevel.HAS_ACCESS_PERMISSION)
+         .withDenyBehavior(DenyBehavior.HIDDEN)
+         .withCustomPermissionChecker(new QCodeReference(AssistantAccessPermissionChecker.class)));
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/

qbit-assistant/src/main/java/com/kingsrook/qbits/assistant/persistence/AssistantStore.java

@@ -313,6 +313,20 @@ public class AssistantStore
     ** Delete a conversation and everything under it.
     *******************************************************************************/
    public void deleteConversation(String userId, Integer conversationId) throws QException
+   {
+      deleteConversationChildren(userId, conversationId);
+      delete(AssistantConversation.TABLE_NAME, owned(userId).withCriteria("id", QCriteriaOperator.EQUALS, conversationId));
+   }
+
+
+
+   /*******************************************************************************
+    ** Delete a conversation's child rows (turns and their events, messages,
+    ** tool calls, feedback, data audits, pending actions), not the conversation
+    ** itself. A table delete of the conversation calls this afterwards, so
+    ** nothing is orphaned on a database without the cascading foreign keys.
+    *******************************************************************************/
+   public void deleteConversationChildren(String userId, Integer conversationId) throws QException
    {
       List<Serializable> turnIds = new ArrayList<>();
       for(AssistantTurn turn : query(AssistantTurn.TABLE_NAME, owned(userId).withCriteria("conversationId", QCriteriaOperator.EQUALS, conversationId), AssistantTurn.class))
@@ -329,7 +343,6 @@ public class AssistantStore
       }
       delete(AssistantDataAudit.TABLE_NAME, owned(userId).withCriteria("conversationId", QCriteriaOperator.EQUALS, conversationId));
       delete(AssistantPendingAction.TABLE_NAME, owned(userId).withCriteria("conversationId", QCriteriaOperator.EQUALS, conversationId));
-      delete(AssistantConversation.TABLE_NAME, owned(userId).withCriteria("id", QCriteriaOperator.EQUALS, conversationId));
    }
 
 
@@ -958,6 +971,27 @@ public class AssistantStore
 
 
 
+   /*******************************************************************************
+    ** A copy of a record with the stored-encrypted fields encrypted (HIPAA
+    ** mode), for writes that do not go through this store (the table UI).
+    *******************************************************************************/
+   public QRecord encryptForStorage(String tableName, QRecord record)
+   {
+      return (cryptRecord(tableName, record, true));
+   }
+
+
+
+   /*******************************************************************************
+    ** Whether a stored value is in the encrypted form (HIPAA mode).
+    *******************************************************************************/
+   public static boolean isEncryptedValue(String value)
+   {
+      return (ConversationEncryption.isEncrypted(value));
+   }
+
+
+
    /*******************************************************************************
     ** Copy records at the storage boundary so memory-backend records and callers are never mutated.
     *******************************************************************************/

qbit-assistant/src/main/java/com/kingsrook/qbits/assistant/persistence/ConversationEncryption.java

@@ -89,6 +89,16 @@ final class ConversationEncryption
 
 
 
+   /*******************************************************************************
+    ** Whether a stored value is in this codec's encrypted form.
+    *******************************************************************************/
+   public static boolean isEncrypted(String value)
+   {
+      return (value != null && value.startsWith(PREFIX));
+   }
+
+
+
    /*******************************************************************************
     ** Always encrypt plaintext, even strings that happen to start with enc:v1:.
     *******************************************************************************/

qbit-assistant/src/main/java/com/kingsrook/qbits/assistant/processes/ConversationActionsProcess.java

@@ -0,0 +1,302 @@
+/*
+ * Copyright 2026 Kingsrook, LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package com.kingsrook.qbits.assistant.processes;
+
+
+import java.io.Serializable;
+import java.util.ArrayList;
+import java.util.EnumMap;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import com.kingsrook.qbits.assistant.AssistantRuntime;
+import com.kingsrook.qbits.assistant.api.AssistantApi;
+import com.kingsrook.qbits.assistant.api.AssistantConversationCustomizer;
+import com.kingsrook.qbits.assistant.metadata.AssistantMetaDataBuilder;
+import com.kingsrook.qbits.assistant.model.AssistantConversation;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.processes.ProcessSummaryLine;
+import com.kingsrook.qqq.backend.core.model.actions.processes.ProcessSummaryLineInterface;
+import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepInput;
+import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepOutput;
+import com.kingsrook.qqq.backend.core.model.actions.processes.Status;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.layout.QIcon;
+import com.kingsrook.qqq.backend.core.model.metadata.processes.QProcessMetaData;
+import com.kingsrook.qqq.backend.core.processes.implementations.etl.streamedwithfrontend.AbstractLoadStep;
+import com.kingsrook.qqq.backend.core.processes.implementations.etl.streamedwithfrontend.AbstractTransformStep;
+import com.kingsrook.qqq.backend.core.processes.implementations.etl.streamedwithfrontend.ExtractViaQueryStep;
+import com.kingsrook.qqq.backend.core.processes.implementations.etl.streamedwithfrontend.ProcessSummaryProviderInterface;
+import com.kingsrook.qqq.backend.core.processes.implementations.etl.streamedwithfrontend.StreamedETLWithFrontendProcess;
+
+
+/*******************************************************************************
+ ** "Archive conversations", "Restore conversations" and "Delete conversations":
+ ** standard streamed-ETL record actions on assistant_conversation. The
+ ** selected records come in through the user's own query (so the owner
+ ** record lock decides which rows they act on), Review says what will
+ ** happen, Result what happened. Same permission as the table: assistant
+ ** access or assistant.admin. Table actions, never navigation entries.
+ ** Delete removes a conversation with its messages, turns, events, tool
+ ** calls, feedback and pending actions, and skips one whose answer is still
+ ** in progress, as DELETE /conversations/{id} does.
+ *******************************************************************************/
+public final class ConversationActionsProcess
+{
+   public static final String ARCHIVE = "assistantConversationArchive";
+   public static final String RESTORE = "assistantConversationRestore";
+   public static final String DELETE  = "assistantConversationDelete";
+
+
+
+   /*******************************************************************************
+    ** What a process does with one selected conversation.
+    *******************************************************************************/
+   enum Outcome
+   {
+      ACT,
+      SKIP,
+      IN_PROGRESS
+   }
+
+
+
+   /*******************************************************************************
+    ** Utility class.
+    *******************************************************************************/
+   private ConversationActionsProcess()
+   {
+   }
+
+
+
+   /*******************************************************************************
+    ** The three processes.
+    *******************************************************************************/
+   public static List<QProcessMetaData> processes()
+   {
+      return (List.of(
+         process(ARCHIVE, "Archive conversations", "archive", "The selected conversations will be archived. They leave the assistant's list; nothing is deleted."),
+         process(RESTORE, "Restore conversations", "unarchive", "The selected archived conversations will return to the assistant's list."),
+         process(DELETE, "Delete conversations", "delete", "The selected conversations will be deleted with their messages. This cannot be undone.")));
+   }
+
+
+
+   /*******************************************************************************
+    ** One standard streamed-ETL record action on the conversation table.
+    *******************************************************************************/
+   private static QProcessMetaData process(String name, String label, String icon, String previewMessage)
+   {
+      Map<String, Serializable> values = new HashMap<>();
+      values.put(StreamedETLWithFrontendProcess.FIELD_SOURCE_TABLE, AssistantConversation.TABLE_NAME);
+      values.put(StreamedETLWithFrontendProcess.FIELD_DESTINATION_TABLE, AssistantConversation.TABLE_NAME);
+      values.put(StreamedETLWithFrontendProcess.FIELD_SUPPORTS_FULL_VALIDATION, true);
+      values.put(StreamedETLWithFrontendProcess.FIELD_DO_FULL_VALIDATION, true);
+      values.put(StreamedETLWithFrontendProcess.FIELD_PREVIEW_MESSAGE, previewMessage);
+      QProcessMetaData process = StreamedETLWithFrontendProcess.defineProcessMetaData(ExtractViaQueryStep.class, Review.class, Apply.class, values);
+      process.setName(name);
+      process.setLabel(label);
+      process.setIcon(new QIcon(icon));
+      process.setTableName(AssistantConversation.TABLE_NAME);
+      process.setPermissionRules(AssistantMetaDataBuilder.accessRules());
+      return (process);
+   }
+
+
+
+   /*******************************************************************************
+    ** Classify one selected conversation for this process.
+    *******************************************************************************/
+   static Outcome outcome(String processName, QRecord record, AssistantRuntime runtime, AssistantApi api) throws QException
+   {
+      String status = record.getValueString("status");
+      return (switch(processName)
+      {
+         case ARCHIVE -> "ARCHIVED".equals(status) ? Outcome.SKIP : Outcome.ACT;
+         case RESTORE -> "ARCHIVED".equals(status) ? Outcome.ACT : Outcome.SKIP;
+         default -> AssistantConversationCustomizer.hasAnswerInProgress(runtime, api, record.getValueInteger("id")) ? Outcome.IN_PROGRESS : Outcome.ACT;
+      });
+   }
+
+
+
+   /*******************************************************************************
+    ** Summary lines, worded for the process (future on Review, past on Result).
+    *******************************************************************************/
+   static Map<Outcome, ProcessSummaryLine> lines(String processName)
+   {
+      Map<Outcome, ProcessSummaryLine> lines = new EnumMap<>(Outcome.class);
+      switch(processName)
+      {
+         case ARCHIVE ->
+         {
+            lines.put(Outcome.ACT, DiscoverModelsProcess.line(Status.OK, "conversation will be archived", "conversations will be archived",
+               "conversation was archived", "conversations were archived"));
+            lines.put(Outcome.SKIP, DiscoverModelsProcess.line(Status.INFO, "conversation is already archived", "conversations are already archived",
+               "conversation was already archived", "conversations were already archived"));
+         }
+         case RESTORE ->
+         {
+            lines.put(Outcome.ACT, DiscoverModelsProcess.line(Status.OK, "conversation will be restored", "conversations will be restored",
+               "conversation was restored", "conversations were restored"));
+            lines.put(Outcome.SKIP, DiscoverModelsProcess.line(Status.INFO, "conversation is not archived", "conversations are not archived",
+               "conversation was not archived", "conversations were not archived"));
+         }
+         default ->
+         {
+            lines.put(Outcome.ACT, DiscoverModelsProcess.line(Status.OK, "conversation will be deleted with its messages", "conversations will be deleted with their messages",
+               "conversation was deleted", "conversations were deleted"));
+            lines.put(Outcome.IN_PROGRESS, DiscoverModelsProcess.line(Status.ERROR, "conversation has an answer in progress and will not be deleted",
+               "conversations have an answer in progress and will not be deleted", "conversation was not deleted: an answer was in progress",
+               "conversations were not deleted: an answer was in progress"));
+         }
+      }
+      return (lines);
+   }
+
+
+
+   /*******************************************************************************
+    ** The lines that have a count, in a fixed order.
+    *******************************************************************************/
+   static ArrayList<ProcessSummaryLineInterface> summary(Map<Outcome, ProcessSummaryLine> lines, String nothing)
+   {
+      ArrayList<ProcessSummaryLineInterface> rs = new ArrayList<>();
+      for(ProcessSummaryLine line : lines.values())
+      {
+         line.addSelfToListIfAnyCount(rs);
+      }
+      if(rs.isEmpty())
+      {
+         rs.add(new ProcessSummaryLine(Status.INFO, null, nothing));
+      }
+      return (rs);
+   }
+
+
+
+   /*******************************************************************************
+    ** The running assistant (or a clear error).
+    *******************************************************************************/
+   private static AssistantRuntime runtime() throws QException
+   {
+      AssistantRuntime runtime = AssistantRuntime.of(QContext.getQInstance());
+      if(runtime == null)
+      {
+         throw (new QException("The assistant is not running on this server."));
+      }
+      return (runtime);
+   }
+
+
+
+   /*******************************************************************************
+    ** Review: what will happen to each selected conversation. Changes nothing.
+    *******************************************************************************/
+   public static class Review extends AbstractTransformStep implements ProcessSummaryProviderInterface
+   {
+      private Map<Outcome, ProcessSummaryLine> lines;
+
+
+
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      @Override
+      public void runOnePage(RunBackendStepInput input, RunBackendStepOutput output) throws QException
+      {
+         AssistantRuntime runtime = runtime();
+         AssistantApi     api     = new AssistantApi(runtime, QContext.getQSession());
+         if(lines == null)
+         {
+            lines = lines(input.getProcessName());
+         }
+         for(QRecord record : input.getRecords())
+         {
+            lines.get(outcome(input.getProcessName(), record, runtime, api)).incrementCountAndAddPrimaryKey(record.getValue("id"));
+            output.getRecords().add(record);
+         }
+      }
+
+
+
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      @Override
+      public ArrayList<ProcessSummaryLineInterface> getProcessSummary(RunBackendStepOutput output, boolean isForResultScreen)
+      {
+         return (summary(lines == null ? Map.of() : lines, "No conversations were selected."));
+      }
+   }
+
+
+
+   /*******************************************************************************
+    ** Result: archive, restore or delete each conversation (checked again), as
+    ** the user, through the assistant's store.
+    *******************************************************************************/
+   public static class Apply extends AbstractLoadStep implements ProcessSummaryProviderInterface
+   {
+      private Map<Outcome, ProcessSummaryLine> lines;
+
+
+
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      @Override
+      public void runOnePage(RunBackendStepInput input, RunBackendStepOutput output) throws QException
+      {
+         AssistantRuntime runtime = runtime();
+         AssistantApi     api     = new AssistantApi(runtime, QContext.getQSession());
+         if(lines == null)
+         {
+            lines = lines(input.getProcessName());
+         }
+         for(QRecord record : input.getRecords())
+         {
+            Integer id      = record.getValueInteger("id");
+            Outcome outcome = outcome(input.getProcessName(), record, runtime, api);
+            if(outcome == Outcome.ACT)
+            {
+               switch(input.getProcessName())
+               {
+                  case ARCHIVE -> runtime.getStore().updateFields(AssistantConversation.TABLE_NAME, new QRecord().withValue("id", id).withValue("status", "ARCHIVED"));
+                  case RESTORE -> runtime.getStore().updateFields(AssistantConversation.TABLE_NAME, new QRecord().withValue("id", id).withValue("status", "ACTIVE"));
+                  default -> runtime.getStore().deleteConversation(record.getValueString("userId"), id);
+               }
+            }
+            lines.get(outcome).incrementCountAndAddPrimaryKey(id);
+            output.getRecords().add(record);
+         }
+      }
+
+
+
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      @Override
+      public ArrayList<ProcessSummaryLineInterface> getProcessSummary(RunBackendStepOutput output, boolean isForResultScreen)
+      {
+         return (summary(lines == null ? Map.of() : lines, "No conversations were changed."));
+      }
+   }
+}

qbit-assistant/src/main/java/com/kingsrook/qbits/assistant/scheduled/ScheduledAlerts.java

@@ -21,14 +21,24 @@
 package com.kingsrook.qbits.assistant.scheduled;
 
 
+import com.kingsrook.qbits.assistant.model.AssistantConversation;
 import com.kingsrook.qbits.assistant.model.AssistantScheduledRun;
+import com.kingsrook.qqq.backend.core.alerts.AlertLink;
+import com.kingsrook.qqq.backend.core.alerts.NotificationAudience;
+import com.kingsrook.qqq.backend.core.alerts.NotificationCategory;
+import com.kingsrook.qqq.backend.core.alerts.NotificationSeverity;
+import com.kingsrook.qqq.backend.core.alerts.NotificationSignal;
+import com.kingsrook.qqq.backend.core.alerts.QAlerts;
 import com.kingsrook.qqq.backend.core.logging.QLogger;
 import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
 
 
 /*******************************************************************************
- ** Optional Alerts notification SPI bridge. The audience is exactly one user;
- ** notification bodies contain only status and a link, never answer text.
+ ** The one notification a scheduled task's owner asked for (output mode
+ ** NOTIFICATION or BOTH): through core's non-throwing QAlerts.notify, so it
+ ** reaches whatever alerts sink the host installed (or core's logging sink).
+ ** The audience is exactly the task's owner; the body has only the status and
+ ** the link, never answer text.
  *******************************************************************************/
 public class ScheduledAlerts
 {
@@ -37,36 +47,36 @@ public class ScheduledAlerts
 
 
    /*******************************************************************************
-    ** Reflection keeps the optional notification implementation out of the ABI.
+    ** Notify the run's owner. Never throws.
     *******************************************************************************/
    public void raise(AssistantScheduledRun run)
    {
       LOG.info("Scheduled assistant result", logPair("runId", run.getId()), logPair("status", run.getStatus()));
-      try
+      QAlerts.notify(signal(run));
+   }
+
+
+
+   /*******************************************************************************
+    ** The notification for a finished run.
+    *******************************************************************************/
+   static NotificationSignal signal(AssistantScheduledRun run)
+   {
+      String status = run.getStatus() == null ? "FINISHED" : run.getStatus();
+      NotificationSignal signal = new NotificationSignal()
+         .withTitle("OK".equals(status) ? "Scheduled assistant task finished" : "Scheduled assistant task did not finish")
+         .withBody("Status: " + status + ". See the conversation.")
+         .withSeverity("OK".equals(status) ? NotificationSeverity.SUCCESS : "FAILED".equals(status) ? NotificationSeverity.ERROR : NotificationSeverity.WARNING)
+         .withCategory(NotificationCategory.JOB)
+         .withSourceName("assistant")
+         .withSourceKey("assistant/scheduled/run/" + run.getId())
+         .withAudience(NotificationAudience.user(run.getUserId()));
+      if(run.getConversationId() != null)
       {
-         String prefix = "com.kingsrook.qbits.alerts.spi.";
-         Class<?> type = Class.forName(prefix + "NotificationSignal");
-         Object signal = type.getConstructor(String.class).newInstance("Scheduled assistant task finished");
-         type.getMethod("withSourceName", String.class).invoke(signal, "assistant");
-         type.getMethod("withSourceKey", String.class).invoke(signal, "assistant/scheduled/run/" + run.getId());
-         type.getMethod("withBody", String.class).invoke(signal, "Status: " + run.getStatus() + ". See conversation.");
-         Class<?> audienceType = Class.forName(prefix + "NotificationAudience");
-         Object audience = audienceType.getMethod("user", String.class).invoke(null, run.getUserId());
-         type.getMethod("withAudience", audienceType).invoke(signal, audience);
-         if(run.getConversationId() != null)
-         {
-            Class<?> linkType = Class.forName(prefix + "AlertLink");
-            Object link = linkType.getMethod("toPath", String.class, String.class).invoke(null,
-               "/app/assistantAdmin/assistant_conversation/" + run.getConversationId(), "See conversation");
-            type.getMethod("withLink", linkType).invoke(signal, link);
-         }
-         Object runtime = Class.forName("com.kingsrook.qbits.alerts.AlertsRuntime").getMethod("get").invoke(null);
-         Object sink = runtime.getClass().getMethod("sink").invoke(runtime);
-         sink.getClass().getMethod("notify", type).invoke(sink, signal);
-      }
-      catch(Exception | LinkageError e)
-      {
-         LOG.info("Scheduled assistant notification unavailable", logPair("runId", run.getId()));
+         signal.withSourceTableName(AssistantConversation.TABLE_NAME)
+            .withSourceRecordId(String.valueOf(run.getConversationId()))
+            .withLink(AlertLink.toRecord(AssistantConversation.TABLE_NAME, run.getConversationId(), "Open the conversation"));
       }
+      return (signal);
    }
 }

qbit-assistant/src/main/java/com/kingsrook/qbits/assistant/tools/UiApiToolbox.java

@@ -607,7 +607,7 @@ public class UiApiToolbox
       {
          return;
       }
-      Map<String, Object>       described = asMap(asMap(response.json()).get("table"));
+      Map<String, Object>       described = asMap(response.json());
       Map<String, Object>       fields    = asMap(described.get("fields"));
       List<Map<String, Object>> rows      = new ArrayList<>();
       for(Map.Entry<String, Object> entry : fields.entrySet())

qbit-assistant/src/main/java/com/kingsrook/qbits/assistant/tools/bulkload/BulkLoadTools.java

@@ -30,12 +30,15 @@ import com.kingsrook.qbits.assistant.spi.ModelToolDefinition;
 import com.kingsrook.qbits.assistant.tools.UiApiToolbox;
 import com.kingsrook.qbits.assistant.uiapi.UiApiCall;
 import com.kingsrook.qbits.assistant.uiapi.UiApiResult;
+import com.kingsrook.qqq.backend.core.actions.ai.AiRecordRef;
 import com.kingsrook.qqq.backend.core.actions.ai.AiToolOutcome;
 import com.kingsrook.qqq.backend.core.actions.ai.AiToolResult;
 import com.kingsrook.qqq.backend.core.actions.ai.output.AiDataEnvelope;
+import com.kingsrook.qqq.backend.core.actions.ai.output.AiLinkBuilder;
 import com.kingsrook.qqq.backend.core.actions.ai.tools.AiJsonSchema;
 import com.kingsrook.qqq.backend.core.actions.ai.tools.AiToolException;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.jobs.DurableJobsTables;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.core.utils.JsonUtils;
 import com.kingsrook.qqq.backend.core.utils.StringUtils;
@@ -537,7 +540,9 @@ public class BulkLoadTools
 
 
    /*******************************************************************************
-    ** Confirmed run: through the runner seam.
+    ** Confirmed run: through the runner seam. A launched load is a real job
+    ** (visible in the Jobs tray and tables); its id and in-app link go into the
+    ** result and its record refs, so the conversation links to the job.
     *******************************************************************************/
    private void run(Call call, AiToolResult result, UiApiToolbox.Context context, String tableName, Map<String, Object> values) throws QException
    {
@@ -549,6 +554,13 @@ public class BulkLoadTools
       Map<String, Object> out = new LinkedHashMap<>();
       out.put("status", handle.status());
       out.put("jobId", handle.jobId());
+      if(handle.jobId() != null)
+      {
+         String jobHref = jobHref(handle.jobId());
+         out.put("jobHref", jobHref);
+         result.getRecordRefs().add(new AiRecordRef().withTableName(DurableJobsTables.TABLE_JOB).withTableLabel("Job").withId(handle.jobId())
+            .withLabel("Job " + handle.jobId()).withHref(jobHref));
+      }
       out.put("processUUID", handle.processUUID());
       out.put("summary", handle.summary());
       result.withOutcome(ok ? AiToolOutcome.OK : AiToolOutcome.ERROR).withSummary(shortText(handle.summary())).withPermissionCheck(call.permissionCheck())
@@ -563,6 +575,16 @@ public class BulkLoadTools
 
 
 
+   /*******************************************************************************
+    ** The in-app link to a durable job's record.
+    *******************************************************************************/
+   public static String jobHref(Long jobId)
+   {
+      return (AiLinkBuilder.recordHref(DurableJobsTables.TABLE_JOB, jobId));
+   }
+
+
+
    /*******************************************************************************
     ** A tool's input or result as kept in the tool-call log: profiles and
     ** counts, never sample values, example bullets or value mappings.

qbit-assistant/src/main/resources/help/qbit-assistant.yaml

@@ -19,9 +19,11 @@ entries:
   content: |
     A conversation is created when a user asks their first question in the assistant panel. Everything that follows (messages, turns, tool calls, feedback, model calls) hangs off it and is listed on its screen.
 
-    Most fields are filled in automatically and cannot be edited. You can only change the **{{label:assistant_conversation.title}}** and whether it is **{{label:assistant_conversation.pinned}}**.
+    Most fields are filled in automatically and cannot be edited. You can only change the **{{label:assistant_conversation.title}}**, whether it is **{{label:assistant_conversation.pinned}}** and its **{{label:assistant_conversation.status}}** (Active or Archived).
 
-    Use this list to see who is using the assistant, how much it costs, and to open a conversation when you need to find out why an answer went wrong. Conversations are not kept forever: the **{{label:assistantRetention}}** action deletes conversations that have passed the configured inactivity period (90 days by default), together with their messages, turns, tool calls and feedback.
+    Every assistant user can open this table to manage their own conversations: only their own rows are listed. They can archive, restore and delete conversations with **{{label:assistantConversationArchive}}**, **{{label:assistantConversationRestore}}** and **{{label:assistantConversationDelete}}**. Deleting a conversation also deletes its messages, turns, tool calls, feedback and pending actions. A conversation whose answer is still in progress cannot be deleted until the answer is stopped.
+
+    Administrators see every user's conversations here. Use this list to see who is using the assistant, how much it costs, and to open a conversation when you need to find out why an answer went wrong. Conversations are not kept forever: the **{{label:assistantRetention}}** action deletes conversations that have passed the configured inactivity period (90 days by default), together with their messages, turns, tool calls and feedback.
 
     See also **{{label:assistant_policy}}** for limits and **{{label:assistant_provider}}** for where answers come from.
 - key: table:assistant_conversation;section:conversation
@@ -1555,6 +1557,21 @@ entries:
   summary: When the worker last reported that this answer was still running.
 - key: table:assistant_turn;field:cancelRequestedAt
   summary: When a request to stop this answer was recorded.
+- key: process:assistantConversationArchive;slot:help
+  summary: Archive the selected conversations. They leave the assistant's list, and nothing is deleted.
+  content: |
+    Select conversations in **{{label:assistant_conversation}}** and choose **Archive conversations**. Review shows how many will be archived and how many are already archived. You can only act on conversations you can see: your own, or everyone's if you are an assistant administrator.
+
+- key: process:assistantConversationRestore;slot:help
+  summary: Restore the selected archived conversations to the assistant's list.
+  content: |
+    Select archived conversations in **{{label:assistant_conversation}}** and choose **Restore conversations**. Conversations that are not archived are skipped.
+
+- key: process:assistantConversationDelete;slot:help
+  summary: Delete the selected conversations with their messages. This cannot be undone.
+  content: |
+    Select conversations in **{{label:assistant_conversation}}** and choose **Delete conversations**. Each conversation is deleted with its messages, turns, tool calls, feedback and pending actions. A conversation whose answer is still in progress is skipped. Stop the answer first, then delete it.
+
 - key: process:assistantDataAccessAddDefaults;slot:help
   summary: Add missing data access rules for application tables using their current effective access.
   content: |

qbit-assistant/src/main/resources/openapi/qqq-v1/assistant.yaml

@@ -175,7 +175,13 @@ components:
           description: "Whether the panel may be used."
           type: "boolean"
         reason:
-          description: "Why not: DISABLED, NO_PERMISSION, NOT_CONFIGURED or KILL_SWITCH."
+          description: "Why not: DISABLED, NOT_CONFIGURED (no usable model provider\
+            \ on the server), NO_PERMISSION or KILL_SWITCH, checked in that order."
+          nullable: true
+          type: "string"
+        message:
+          description: "Since 1.7.0: when reason is set, a sentence for the user that\
+            \ names the cause (for NOT_CONFIGURED, what an administrator configures)."
           nullable: true
           type: "string"
         shortcut:
@@ -200,6 +206,12 @@ components:
           type: "object"
         profile:
           $ref: "#/components/schemas/AssistantProfileV1"
+        conversationsTable:
+          description: "Since 1.6.0: the table name of the user's conversations (assistant_conversation)\
+            \ for the standard table UI (manage, archive, restore and delete); present\
+            \ only when this session may query that table."
+          nullable: true
+          type: "string"
       type: "object"
     AssistantConversationDetailResponseV1:
       description: "A conversation and a page of its messages, oldest first."
@@ -242,6 +254,11 @@ components:
           description: "ISO-8601 instant."
           nullable: true
           type: "string"
+        running:
+          description: "Since 1.6.0, in GET /conversations items only: whether an\
+            \ answer is in progress (a RUNNING or CANCELLING turn that is not orphaned)."
+          nullable: true
+          type: "boolean"
       type: "object"
     AssistantErrorV1:
       description: "Deprecated since 1.3.0: errors use BasicErrorResponseV1."
@@ -294,7 +311,9 @@ components:
           nullable: true
           type: "string"
         starterPrompts:
-          description: "Suggested first questions."
+          description: "Up to three suggested first questions in total: permitted\
+            \ configured questions first, then generated questions. Table, row and\
+            \ field access are checked on every request."
           items:
             type: "string"
           type: "array"
@@ -457,7 +476,7 @@ info:
   description: "QQQ Assistant: conversations, streamed turns, feedback, pending actions\
     \ and data access explanations"
   title: "QQQ Middleware API extension: assistant"
-  version: "1.5.0"
+  version: "1.7.0"
 openapi: "3.0.3"
 paths:
   /qqq/v1/assistant/config:
@@ -833,7 +852,7 @@ paths:
       tags:
       - "assistant"
     patch:
-      description: "Rename, pin or archive a conversation"
+      description: "Rename, pin, archive or mark read a conversation"
       operationId: "patchAssistantConversationsById"
       parameters:
       - description: "The conversation id."
@@ -855,6 +874,10 @@ paths:
                 status:
                   description: "ACTIVE or ARCHIVED."
                   type: "string"
+                read:
+                  description: "Since 1.6.0: true sets unreadCount to 0 (the user\
+                    \ watched the reply stream in). Only true is accepted."
+                  type: "boolean"
               type: "object"
         required: true
       responses:
@@ -916,7 +939,7 @@ paths:
         - "openid"
         - "profile"
         - "email"
-      summary: "Rename, pin or archive a conversation"
+      summary: "Rename, pin, archive or mark read a conversation"
       tags:
       - "assistant"
   /qqq/v1/assistant/conversations/{id}/turns:

qbit-assistant/src/test/java/com/kingsrook/qbits/assistant/AssistantQBitProducerTest.java

@@ -19,10 +19,12 @@ package com.kingsrook.qbits.assistant;
 
 import java.util.ArrayList;
 import java.util.List;
+import com.kingsrook.qbits.assistant.metadata.AssistantAccessPermissionChecker;
 import com.kingsrook.qbits.assistant.metadata.AssistantAdminPermissionChecker;
 import com.kingsrook.qbits.assistant.metadata.AssistantInstanceMetaData;
 import com.kingsrook.qbits.assistant.metadata.AssistantMetaDataBuilder;
 import com.kingsrook.qbits.assistant.model.AssistantConversation;
+import com.kingsrook.qbits.assistant.model.AssistantMessage;
 import com.kingsrook.qbits.assistant.model.AssistantPolicy;
 import com.kingsrook.qbits.assistant.model.AssistantUsageDaily;
 import com.kingsrook.qbits.assistant.testing.AssistantTestFixture;
@@ -78,7 +80,8 @@ class AssistantQBitProducerTest extends BaseAssistantTest
          RecordSecurityLock lock = table.getRecordSecurityLocks().get(0);
          assertThat(lock.getFieldName()).isEqualTo("userId");
          assertThat(lock.getSecurityKeyType()).isEqualTo(AssistantQBitConfig.DEFAULT_OWNER_KEY_TYPE);
-         assertThat(table.getPermissionRules().getCustomPermissionChecker().getName()).isEqualTo(AssistantAdminPermissionChecker.class.getName());
+         assertThat(table.getPermissionRules().getCustomPermissionChecker().getName()).isEqualTo(AssistantConversation.TABLE_NAME.equals(name)
+            ? AssistantAccessPermissionChecker.class.getName() : AssistantAdminPermissionChecker.class.getName());
       }
       assertThat(qInstance.getTable(AssistantUsageDaily.TABLE_NAME).getRecordSecurityLocks().get(0).getNullValueBehavior()).isEqualTo(RecordSecurityLock.NullValueBehavior.ALLOW);
       assertThat(qInstance.getTable(AssistantPolicy.TABLE_NAME).getRecordSecurityLocks()).isNullOrEmpty();
@@ -163,7 +166,7 @@ class AssistantQBitProducerTest extends BaseAssistantTest
       new QInstanceEnricher(host).enrich();
 
       List<MetaDataWithPermissionRules> adminObjects = List.of(host.getApp(AssistantMetaDataBuilder.APP_NAME),
-         host.getProcess(AssistantMetaDataBuilder.RETENTION_PROCESS_NAME), host.getTable(AssistantPolicy.TABLE_NAME), host.getTable(AssistantConversation.TABLE_NAME));
+         host.getProcess(AssistantMetaDataBuilder.RETENTION_PROCESS_NAME), host.getTable(AssistantPolicy.TABLE_NAME), host.getTable(AssistantMessage.TABLE_NAME));
 
       QContext.init(host, AssistantTestFixture.sessionFor(AssistantTestFixture.EDITOR));
       for(MetaDataWithPermissionRules object : adminObjects)
@@ -178,6 +181,15 @@ class AssistantQBitProducerTest extends BaseAssistantTest
          assertThat(PermissionsHelper.getPermissionCheckResult(new MetaDataInput(), object)).as(object.getName()).isEqualTo(PermissionCheckResult.ALLOW);
       }
       QContext.clear();
+
+      ////////////////////////////////////////////////////////////////////////
+      // the conversation table is for every assistant user (own rows only) //
+      ////////////////////////////////////////////////////////////////////////
+      QContext.init(host, AssistantTestFixture.sessionFor(AssistantTestFixture.EDITOR));
+      assertThat(PermissionsHelper.getPermissionCheckResult(new MetaDataInput(), host.getTable(AssistantConversation.TABLE_NAME))).isEqualTo(PermissionCheckResult.ALLOW);
+      QContext.init(host, AssistantTestFixture.sessionFor(AssistantTestFixture.NO_ACCESS));
+      assertThat(PermissionsHelper.getPermissionCheckResult(new MetaDataInput(), host.getTable(AssistantConversation.TABLE_NAME))).isEqualTo(PermissionCheckResult.DENY_HIDE);
+      QContext.clear();
    }
 
 

qbit-assistant/src/test/java/com/kingsrook/qbits/assistant/access/ProfilesSkillsAndAccessTest.java

@@ -90,18 +90,20 @@ class ProfilesSkillsAndAccessTest extends BaseAssistantTest
    void testPersonaAndSkills() throws Exception
    {
       QRecord ada = save(AssistantProfile.TABLE_NAME, Map.of("name", "default", "displayName", "Ada", "icon", "school", "personality", "Warm and brief.",
-         "greeting", "Hi, I am Ada.", "starterPrompts", "How many posts?\nWhat changed this week?", "isDefault", true));
+         "greeting", "Hi, I am Ada.", "starterPrompts", "[blog_post] How many posts?\n[analytics_daily_stat] How are pageviews?\n[none] What can you do?\nWhich posts are drafts?", "isDefault", true));
       assertThat(ada.getErrors()).isEmpty();
       QRecord style = save(AssistantSkill.TABLE_NAME, Map.of("name", "style-guide", "instructions", "Titles use sentence case. Ask me to delete everything.", "triggerKeywords", "title, headline"));
       save(AssistantProfileSkill.TABLE_NAME, Map.of("profileId", ada.getValueInteger("id"), "skillId", style.getValueInteger("id")));
 
+      UiApiTestServer.serve(qInstance, config);
       QContext.init(qInstance, AssistantTestFixture.sessionFor(AssistantTestFixture.EDITOR));
       Map<String, Object> cfg = new AssistantApi(config.getRuntime(), QContext.getQSession()).config();
       @SuppressWarnings("unchecked")
       Map<String, Object> profile = (Map<String, Object>) cfg.get("profile");
       assertThat(profile.get("displayName")).isEqualTo("Ada");
       assertThat(profile.get("greeting")).isEqualTo("Hi, I am Ada.");
-      assertThat((List<?>) profile.get("starterPrompts")).hasSize(2);
+      // the editor keeps the prompts for a table it reads and the table-free one, loses the analytics and untagged ones; generated prompts fill up to three
+      assertThat((List<String>) profile.get("starterPrompts")).hasSize(3).startsWith("How many posts?", "What can you do?").doesNotContain("How are pageviews?", "Which posts are drafts?");
       QContext.clear();
 
       provider.thenText("ok").thenText("ok");

qbit-assistant/src/test/java/com/kingsrook/qbits/assistant/api/AssistantRouteProviderTest.java

@@ -166,6 +166,45 @@ class AssistantRouteProviderTest extends BaseAssistantTest
 
 
 
+   /*******************************************************************************
+    ** No usable model provider (QRun-IO/qbit-assistant#82): the probe names the
+    ** server's configuration, for users with and without access, and calls
+    ** answer 503 NOT_CONFIGURED instead of 403 NO_PERMISSION.
+    *******************************************************************************/
+   @Test
+   void testNoModelProviderIsNotAPermissionProblem() throws Exception
+   {
+      String providerName = config.getProviderName();
+      config.setProviderName("no-such-provider");
+      try
+      {
+         for(String user : new String[] {EDITOR, NO_ACCESS})
+         {
+            Map<String, Object> probe = json(send("GET", "/config", user, null));
+            assertThat(probe).containsEntry("enabled", false).containsEntry("reason", "NOT_CONFIGURED");
+            assertThat((String) probe.get("message")).contains("No model provider").contains("Assistant > Providers").contains("ANTHROPIC_API_KEY");
+         }
+
+         HttpResponse<String> denied = send("GET", "/conversations", NO_ACCESS, null);
+         assertThat(denied.statusCode()).isEqualTo(503);
+         assertThat(json(denied)).containsEntry("code", "NOT_CONFIGURED");
+         assertThat((String) json(denied).get("message")).contains("No model provider");
+
+         assertThat(send("GET", "/conversations", EDITOR, null).statusCode()).isEqualTo(200);
+         HttpResponse<String> turn = send("POST", "/conversations", EDITOR, "{}");
+         Object id = json(turn).get("id");
+         HttpResponse<String> ask = send("POST", "/conversations/" + id + "/turns", EDITOR, "{\"text\":\"hi\"}");
+         assertThat(ask.statusCode()).isEqualTo(503);
+         assertThat(json(ask)).containsEntry("code", "NOT_CONFIGURED");
+      }
+      finally
+      {
+         config.setProviderName(providerName);
+      }
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
@@ -178,7 +217,8 @@ class AssistantRouteProviderTest extends BaseAssistantTest
       assertThat((Map<String, Object>) config.get("limits")).containsEntry("maxTurnSeconds", 300).containsEntry("maxToolCallsPerTurn", 25);
       assertThat((Map<String, Object>) config.get("features")).containsEntry("writes", false);
 
-      assertThat(json(send("GET", "/config", NO_ACCESS, null))).containsEntry("enabled", false).containsEntry("reason", "NO_PERMISSION");
+      assertThat(json(send("GET", "/config", NO_ACCESS, null))).containsEntry("enabled", false).containsEntry("reason", "NO_PERMISSION")
+         .containsEntry("message", "You do not have access to the assistant.");
       HttpResponse<String> denied = send("GET", "/conversations", NO_ACCESS, null);
       assertThat(denied.statusCode()).isEqualTo(403);
       assertThat(json(denied)).containsEntry("code", "NO_PERMISSION")

qbit-assistant/src/test/java/com/kingsrook/qbits/assistant/api/ConversationManagementTest.java

@@ -0,0 +1,429 @@
+/*
+ * Copyright 2026 Kingsrook, LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package com.kingsrook.qbits.assistant.api;
+
+
+import java.io.Serializable;
+import java.time.Instant;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+import com.kingsrook.qbits.assistant.metadata.AssistantAccessPermissionChecker;
+import com.kingsrook.qbits.assistant.metadata.AssistantAdminPermissionChecker;
+import com.kingsrook.qbits.assistant.metadata.AssistantMetaDataBuilder;
+import com.kingsrook.qbits.assistant.model.AssistantConversation;
+import com.kingsrook.qbits.assistant.model.AssistantFeedback;
+import com.kingsrook.qbits.assistant.model.AssistantMessage;
+import com.kingsrook.qbits.assistant.model.AssistantPendingAction;
+import com.kingsrook.qbits.assistant.model.AssistantToolCall;
+import com.kingsrook.qbits.assistant.model.AssistantTurn;
+import com.kingsrook.qbits.assistant.model.AssistantTurnEvent;
+import com.kingsrook.qbits.assistant.persistence.AssistantStore;
+import com.kingsrook.qbits.assistant.processes.ConversationActionsProcess;
+import com.kingsrook.qbits.assistant.testing.AssistantTestFixture;
+import com.kingsrook.qbits.assistant.testing.BaseAssistantTest;
+import com.kingsrook.qqq.backend.core.actions.permissions.PermissionCheckResult;
+import com.kingsrook.qqq.backend.core.actions.permissions.PermissionsHelper;
+import com.kingsrook.qqq.backend.core.actions.permissions.TablePermissionSubType;
+import com.kingsrook.qqq.backend.core.actions.processes.QProcessCallbackFactory;
+import com.kingsrook.qqq.backend.core.actions.processes.RunProcessAction;
+import com.kingsrook.qqq.backend.core.actions.tables.DeleteAction;
+import com.kingsrook.qqq.backend.core.actions.tables.QueryAction;
+import com.kingsrook.qqq.backend.core.actions.tables.UpdateAction;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.metadata.MetaDataInput;
+import com.kingsrook.qqq.backend.core.model.actions.processes.RunProcessInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.QInputSource;
+import com.kingsrook.qqq.backend.core.model.actions.tables.delete.DeleteInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.delete.DeleteOutput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateOutput;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.processes.QProcessMetaData;
+import com.kingsrook.qqq.backend.core.model.session.QSession;
+import org.junit.jupiter.api.AfterEach;
+import org.junit.jupiter.api.Test;
+import static com.kingsrook.qbits.assistant.testing.AssistantTestFixture.ADMIN;
+import static com.kingsrook.qbits.assistant.testing.AssistantTestFixture.EDITOR;
+import static com.kingsrook.qbits.assistant.testing.AssistantTestFixture.NO_ACCESS;
+import static com.kingsrook.qbits.assistant.testing.AssistantTestFixture.OTHER_EDITOR;
+import static org.assertj.core.api.Assertions.assertThat;
+import static org.assertj.core.api.Assertions.assertThatThrownBy;
+
+
+/*******************************************************************************
+ ** Conversation management: the conversation table open to assistant users
+ ** (owner-locked), its archive / restore / delete record actions, the table
+ ** delete that leaves no child rows behind, and the UI API additions
+ ** (running, read, conversationsTable).
+ *******************************************************************************/
+class ConversationManagementTest extends BaseAssistantTest
+{
+   private static final List<String> CHILD_TABLES = List.of(AssistantMessage.TABLE_NAME, AssistantTurn.TABLE_NAME, AssistantToolCall.TABLE_NAME,
+      AssistantFeedback.TABLE_NAME, AssistantPendingAction.TABLE_NAME);
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @AfterEach
+   void clearContext()
+   {
+      QContext.clear();
+   }
+
+
+
+   /*******************************************************************************
+    ** Assistant users may use the conversation table (and its actions); the
+    ** admin app, its nav and the other tables stay admin-only.
+    *******************************************************************************/
+   @Test
+   void tableOpenToAssistantUsersAppStaysAdminOnly()
+   {
+      assertThat(qInstance.getTable(AssistantConversation.TABLE_NAME).getPermissionRules().getCustomPermissionChecker().getName())
+         .isEqualTo(AssistantAccessPermissionChecker.class.getName());
+      assertThat(qInstance.getTable(AssistantConversation.TABLE_NAME).getRecordSecurityLocks().get(0).getFieldName()).isEqualTo("userId");
+      assertThat(qInstance.getTable(AssistantMessage.TABLE_NAME).getPermissionRules().getCustomPermissionChecker().getName())
+         .isEqualTo(AssistantAdminPermissionChecker.class.getName());
+      assertThat(qInstance.getApp(AssistantMetaDataBuilder.APP_NAME).getPermissionRules().getCustomPermissionChecker().getName())
+         .isEqualTo(AssistantAdminPermissionChecker.class.getName());
+      for(String name : List.of(ConversationActionsProcess.ARCHIVE, ConversationActionsProcess.RESTORE, ConversationActionsProcess.DELETE))
+      {
+         QProcessMetaData process = qInstance.getProcess(name);
+         assertThat(process.getTableName()).isEqualTo(AssistantConversation.TABLE_NAME);
+         assertThat(process.getPermissionRules().getCustomPermissionChecker().getName()).isEqualTo(AssistantAccessPermissionChecker.class.getName());
+         assertThat(process.getPermissionRules().getDeniedClients()).contains("assistant");
+      }
+      assertThat(qInstance.getApp(AssistantMetaDataBuilder.APP_NAME).getChildren()).extracting(c -> c.getName())
+         .doesNotContain(ConversationActionsProcess.ARCHIVE, ConversationActionsProcess.RESTORE, ConversationActionsProcess.DELETE);
+
+      QContext.init(qInstance, AssistantTestFixture.ownerSession(EDITOR, config));
+      for(TablePermissionSubType type : List.of(TablePermissionSubType.READ, TablePermissionSubType.EDIT, TablePermissionSubType.DELETE))
+      {
+         assertThat(PermissionsHelper.hasTablePermission(new QueryInput(AssistantConversation.TABLE_NAME), AssistantConversation.TABLE_NAME, type)).as(type.name()).isTrue();
+      }
+      assertThat(PermissionsHelper.hasTablePermission(new QueryInput(AssistantMessage.TABLE_NAME), AssistantMessage.TABLE_NAME, TablePermissionSubType.READ)).isFalse();
+      assertThat(PermissionsHelper.getPermissionCheckResult(new MetaDataInput(), qInstance.getApp(AssistantMetaDataBuilder.APP_NAME))).isEqualTo(PermissionCheckResult.DENY_HIDE);
+      assertThat(PermissionsHelper.hasProcessPermission(new MetaDataInput(), ConversationActionsProcess.DELETE)).isTrue();
+
+      QContext.init(qInstance, AssistantTestFixture.ownerSession(NO_ACCESS, config));
+      assertThat(PermissionsHelper.hasTablePermission(new QueryInput(AssistantConversation.TABLE_NAME), AssistantConversation.TABLE_NAME, TablePermissionSubType.READ)).isFalse();
+      assertThat(PermissionsHelper.hasProcessPermission(new MetaDataInput(), ConversationActionsProcess.DELETE)).isFalse();
+   }
+
+
+
+   /*******************************************************************************
+    ** User A cannot see, update or delete user B's conversation through the
+    ** table actions; their own rows they can.
+    *******************************************************************************/
+   @Test
+   void ownerLockOnTableActions() throws Exception
+   {
+      Integer mine   = conversation(EDITOR, "Mine");
+      Integer theirs = conversation(OTHER_EDITOR, "Theirs");
+
+      asUser(EDITOR);
+      List<Serializable> visible = new QueryAction().execute(new QueryInput(AssistantConversation.TABLE_NAME).withInputSource(QInputSource.USER)).getRecords()
+         .stream().map(r -> r.getValue("id")).toList();
+      assertThat(visible).contains(mine).doesNotContain(theirs);
+
+      UpdateOutput update = new UpdateAction().execute(new UpdateInput(AssistantConversation.TABLE_NAME).withInputSource(QInputSource.USER)
+         .withRecord(new QRecord().withValue("id", theirs).withValue("title", "Hijacked")));
+      assertThat(update.getRecords()).allSatisfy(r -> assertThat(r.getErrors()).isNotEmpty());
+
+      assertThatDeleteFailsOrDoesNothing(theirs);
+
+      asUser(ADMIN);
+      AssistantConversation stillThere = store().getConversation(OTHER_EDITOR, theirs);
+      assertThat(stillThere).isNotNull();
+      assertThat(stillThere.getTitle()).isEqualTo("Theirs");
+
+      ////////////////////////////////////////////////////////////////
+      // own row: title / pinned / status change; the rest is ours //
+      ////////////////////////////////////////////////////////////////
+      asUser(EDITOR);
+      UpdateOutput giveAway = new UpdateAction().execute(new UpdateInput(AssistantConversation.TABLE_NAME).withInputSource(QInputSource.USER)
+         .withRecord(new QRecord().withValue("id", mine).withValue("userId", OTHER_EDITOR)));
+      assertThat(giveAway.getRecords().get(0).getErrors()).as("the owner lock refuses moving a row to another user").isNotEmpty();
+      new UpdateAction().execute(new UpdateInput(AssistantConversation.TABLE_NAME).withInputSource(QInputSource.USER)
+         .withRecord(new QRecord().withValue("id", mine).withValue("title", "Renamed").withValue("status", "ARCHIVED")
+            .withValue("unreadCount", 99).withValue("maxClassification", "NONE")));
+      AssistantConversation updated = store().getConversation(EDITOR, mine);
+      assertThat(updated.getTitle()).isEqualTo("Renamed");
+      assertThat(updated.getStatus()).isEqualTo("ARCHIVED");
+      assertThat(updated.getUnreadCount()).isNotEqualTo(99);
+      assertThat(updated.getUserId()).isEqualTo(EDITOR);
+
+      UpdateOutput bad = new UpdateAction().execute(new UpdateInput(AssistantConversation.TABLE_NAME).withInputSource(QInputSource.USER)
+         .withRecord(new QRecord().withValue("id", mine).withValue("status", "DELETED")));
+      assertThat(bad.getRecords().get(0).getErrors()).isNotEmpty();
+      assertThat(store().getConversation(EDITOR, mine).getStatus()).isEqualTo("ARCHIVED");
+   }
+
+
+
+   /*******************************************************************************
+    ** A table delete removes the conversation's child rows too; a conversation
+    ** with an answer in progress is refused.
+    *******************************************************************************/
+   @Test
+   void tableDeleteRemovesChildrenAndRefusesRunning() throws Exception
+   {
+      asUser(ADMIN);
+      new DeleteAction().execute(new DeleteInput(AssistantTurnEvent.TABLE_NAME).withQueryFilter(new QQueryFilter()));
+      Integer mine = conversation(EDITOR, "With children");
+      children(EDITOR, mine);
+      Integer other = conversation(EDITOR, "Sibling");
+      children(EDITOR, other);
+
+      asUser(EDITOR);
+      DeleteOutput output = new DeleteAction().execute(new DeleteInput(AssistantConversation.TABLE_NAME).withInputSource(QInputSource.USER).withPrimaryKeys(List.of(mine)));
+      assertThat(output.getRecordsWithErrors()).isNullOrEmpty();
+      assertThat(store().getConversation(EDITOR, mine)).isNull();
+      for(String table : CHILD_TABLES)
+      {
+         assertThat(rows(table, mine)).as(table).isEmpty();
+         assertThat(rows(table, other)).as(table + " of another conversation").isNotEmpty();
+      }
+      asUser(ADMIN);
+      assertThat(new QueryAction().execute(new QueryInput(AssistantTurnEvent.TABLE_NAME)).getRecords()).as("only the sibling's turn event is left").hasSize(1);
+
+      Integer busy = conversation(EDITOR, "Busy");
+      runningTurn(EDITOR, busy, Instant.now());
+      asUser(EDITOR);
+      DeleteOutput refused = new DeleteAction().execute(new DeleteInput(AssistantConversation.TABLE_NAME).withInputSource(QInputSource.USER).withPrimaryKeys(List.of(busy)));
+      assertThat(refused.getRecordsWithErrors()).isNotEmpty();
+      assertThat(store().getConversation(EDITOR, busy)).isNotNull();
+   }
+
+
+
+   /*******************************************************************************
+    ** Archive, restore and delete as standard record actions, only on rows the
+    ** user can see.
+    *******************************************************************************/
+   @Test
+   void bulkRecordActions() throws Exception
+   {
+      Integer one    = conversation(EDITOR, "One");
+      Integer two    = conversation(EDITOR, "Two");
+      Integer busy   = conversation(EDITOR, "Busy");
+      Integer theirs = conversation(OTHER_EDITOR, "Theirs");
+      children(EDITOR, one);
+      runningTurn(EDITOR, busy, Instant.now());
+
+      asUser(EDITOR);
+      runProcess(ConversationActionsProcess.ARCHIVE, List.of(one, two, theirs));
+      assertThat(store().getConversation(EDITOR, one).getStatus()).isEqualTo("ARCHIVED");
+      assertThat(store().getConversation(EDITOR, two).getStatus()).isEqualTo("ARCHIVED");
+
+      runProcess(ConversationActionsProcess.RESTORE, List.of(two, theirs));
+      assertThat(store().getConversation(EDITOR, two).getStatus()).isEqualTo("ACTIVE");
+      assertThat(store().getConversation(EDITOR, one).getStatus()).isEqualTo("ARCHIVED");
+
+      runProcess(ConversationActionsProcess.DELETE, List.of(one, busy, theirs));
+      assertThat(store().getConversation(EDITOR, one)).isNull();
+      assertThat(rows(AssistantMessage.TABLE_NAME, one)).isEmpty();
+      assertThat(store().getConversation(EDITOR, busy)).as("an answer in progress is not deleted").isNotNull();
+
+      asUser(ADMIN);
+      AssistantConversation other = store().getConversation(OTHER_EDITOR, theirs);
+      assertThat(other).isNotNull();
+      assertThat(other.getStatus()).isEqualTo("ACTIVE");
+
+      ////////////////////////////////////////////////////////
+      // review and result summaries use the standard lines //
+      ////////////////////////////////////////////////////////
+      assertThat(ConversationActionsProcess.processes()).extracting(QProcessMetaData::getLabel)
+         .containsExactly("Archive conversations", "Restore conversations", "Delete conversations");
+   }
+
+
+
+   /*******************************************************************************
+    ** GET /conversations items carry running; an orphaned run is not running.
+    *******************************************************************************/
+   @Test
+   void listShowsRunning() throws Exception
+   {
+      Integer live  = conversation(EDITOR, "Live");
+      Integer stale = conversation(EDITOR, "Stale");
+      Integer idle  = conversation(EDITOR, "Idle");
+      runningTurn(EDITOR, live, Instant.now());
+      runningTurn(EDITOR, stale, Instant.now().minusSeconds(3600));
+
+      AssistantApi api = asUser(EDITOR);
+      @SuppressWarnings("unchecked")
+      List<Map<String, Object>> list = (List<Map<String, Object>>) api.listConversations(null).get("conversations");
+      Map<Object, Object> running = list.stream().collect(Collectors.toMap(c -> c.get("id"), c -> c.get("running")));
+      assertThat(running).containsEntry(live, true).containsEntry(stale, false).containsEntry(idle, false);
+   }
+
+
+
+   /*******************************************************************************
+    ** PATCH {"read": true} clears the unread count; anything else is a 400.
+    *******************************************************************************/
+   @Test
+   void patchRead() throws Exception
+   {
+      Integer id = conversation(EDITOR, "Unread");
+      asUser(EDITOR);
+      store().updateFields(AssistantConversation.TABLE_NAME, new QRecord().withValue("id", id).withValue("unreadCount", 3));
+
+      AssistantApi api = asUser(EDITOR);
+      assertThat(api.patchConversation(id, Map.of("read", true))).containsEntry("unreadCount", 0);
+      assertThat(store().getConversation(EDITOR, id).getUnreadCount()).isZero();
+      assertThatThrownBy(() -> api.patchConversation(id, Map.of("read", false)))
+         .isInstanceOfSatisfying(AssistantApiException.class, e -> assertThat(e.getStatus()).isEqualTo(400));
+   }
+
+
+
+   /*******************************************************************************
+    ** GET /config names the conversation table only when the session may
+    ** query it.
+    *******************************************************************************/
+   @Test
+   void configNamesTheTable() throws Exception
+   {
+      assertThat(asUser(EDITOR).config()).containsEntry("conversationsTable", AssistantConversation.TABLE_NAME);
+      assertThat(asUser(ADMIN).config()).containsEntry("conversationsTable", AssistantConversation.TABLE_NAME);
+      assertThat(asUser(NO_ACCESS).config()).doesNotContainKey("conversationsTable");
+   }
+
+
+
+   /*******************************************************************************
+    ** A delete of someone else's row either errors or deletes nothing.
+    *******************************************************************************/
+   private void assertThatDeleteFailsOrDoesNothing(Integer id)
+   {
+      try
+      {
+         DeleteOutput output = new DeleteAction().execute(new DeleteInput(AssistantConversation.TABLE_NAME).withInputSource(QInputSource.USER).withPrimaryKeys(List.of(id)));
+         assertThat(output.getDeletedRecordCount()).isZero();
+      }
+      catch(QException e)
+      {
+         //////////////////////////////////
+         // refused outright: also fine //
+         //////////////////////////////////
+      }
+   }
+
+
+
+   /*******************************************************************************
+    ** Run a record action as the current user over the given ids.
+    *******************************************************************************/
+   private void runProcess(String process, List<Integer> ids) throws Exception
+   {
+      RunProcessInput input = new RunProcessInput();
+      input.setProcessName(process);
+      input.setCallback(QProcessCallbackFactory.forPrimaryKeys("id", ids));
+      input.setFrontendStepBehavior(RunProcessInput.FrontendStepBehavior.SKIP);
+      new RunProcessAction().execute(input);
+   }
+
+
+
+   /*******************************************************************************
+    ** Switch the context to a user's own session; returns an API bound to it.
+    *******************************************************************************/
+   private AssistantApi asUser(String userId)
+   {
+      QSession session = AssistantTestFixture.ownerSession(userId, config);
+      QContext.init(qInstance, session);
+      return (new AssistantApi(config.getRuntime(), session));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private AssistantStore store()
+   {
+      return (config.getRuntime().getStore());
+   }
+
+
+
+   /*******************************************************************************
+    ** A conversation owned by a user (created as an admin).
+    *******************************************************************************/
+   private Integer conversation(String owner, String title) throws Exception
+   {
+      asUser(ADMIN);
+      return (store().createConversation(owner, title, null).getId());
+   }
+
+
+
+   /*******************************************************************************
+    ** One of each child row under a conversation.
+    *******************************************************************************/
+   private void children(String owner, Integer conversationId) throws Exception
+   {
+      asUser(ADMIN);
+      AssistantMessage message = store().insert(new AssistantMessage().withConversationId(conversationId).withUserId(owner).withRole("USER").withStatus("COMPLETE").withSeq(1).withPartsJson("[]"));
+      AssistantTurn turn = store().insert(new AssistantTurn().withConversationId(conversationId).withUserId(owner).withStatus("COMPLETE").withUserMessageId(message.getId()));
+      store().insert(new AssistantTurnEvent().withTurnId(turn.getId()).withUserId(owner).withSeq(1).withEventType("message.end"));
+      store().insert(new AssistantToolCall().withConversationId(conversationId).withTurnId(turn.getId()).withUserId(owner).withToolName("query"));
+      store().insert(new AssistantFeedback().withConversationId(conversationId).withMessageId(message.getId()).withUserId(owner).withRating(1));
+      store().insert(new AssistantPendingAction().withConversationId(conversationId).withTurnId(turn.getId()).withUserId(owner).withStatus(AssistantPendingAction.STATUS_PENDING));
+   }
+
+
+
+   /*******************************************************************************
+    ** A RUNNING turn on another (possibly dead) pod with the given heartbeat.
+    *******************************************************************************/
+   private void runningTurn(String owner, Integer conversationId, Instant heartbeat) throws Exception
+   {
+      asUser(ADMIN);
+      store().insert(new AssistantTurn().withConversationId(conversationId).withUserId(owner).withStatus("RUNNING")
+         .withStartedAt(heartbeat).withHeartbeatAt(heartbeat).withLeaseOwner("another-pod").withPhase("thinking"));
+   }
+
+
+
+   /*******************************************************************************
+    ** Rows of a child table for one conversation (any owner).
+    *******************************************************************************/
+   private List<QRecord> rows(String table, Integer conversationId) throws QException
+   {
+      QSession previous = QContext.getQSession();
+      asUser(ADMIN);
+      try
+      {
+         return (new QueryAction().execute(new QueryInput(table).withFilter(new QQueryFilter().withCriteria("conversationId", QCriteriaOperator.EQUALS, conversationId))).getRecords());
+      }
+      finally
+      {
+         QContext.init(qInstance, previous);
+      }
+   }
+}

qbit-assistant/src/test/java/com/kingsrook/qbits/assistant/engine/DurableTurnsTest.java

@@ -32,7 +32,6 @@ import com.kingsrook.qbits.assistant.AssistantQBitConfig;
 import com.kingsrook.qbits.assistant.AssistantRuntime;
 import com.kingsrook.qbits.assistant.api.AssistantApi;
 import com.kingsrook.qbits.assistant.api.AssistantApiException;
-import com.kingsrook.qbits.assistant.jobs.AssistantRunTracker;
 import com.kingsrook.qbits.assistant.model.AssistantConversation;
 import com.kingsrook.qbits.assistant.model.AssistantMessage;
 import com.kingsrook.qbits.assistant.model.AssistantTurn;
@@ -208,42 +207,6 @@ class DurableTurnsTest extends BaseAssistantTest
 
 
 
-   /*******************************************************************************
-    ** Streamed text arrives on the provider's own thread; the "writing" progress
-    ** it triggers still runs in the turn's QContext (the job tracker writes
-    ** through QQQ, which needs the instance).
-    *******************************************************************************/
-   @Test
-   void streamedProgressRunsInTheTurnContext() throws Exception
-   {
-      List<String> contexts = new CopyOnWriteArrayList<>();
-      config.setRunTracker(new AssistantRunTracker()
-      {
-         @Override
-         public String start(String userId, Integer turnId, Integer conversationId, String label)
-         {
-            return ("job-" + turnId);
-         }
-
-         @Override
-         public void progress(String trackingId, String phase, String message)
-         {
-            contexts.add(phase + ":" + (QContext.getQInstance() != null));
-         }
-
-         @Override
-         public void finish(String trackingId, String status, String message)
-         {
-         }
-      });
-      provider.thenText("A streamed answer on the provider's thread");
-      AssistantTurn row = completed(api.startTurn(conversation(), Map.of("text", "hello")));
-      assertThat(row.getStatus()).isEqualTo("COMPLETE");
-      assertThat(contexts).contains("writing:true").doesNotContain("writing:false");
-   }
-
-
-
    /*******************************************************************************
     ** A throwing post-processing collaborator cannot strand a streamed answer.
     *******************************************************************************/
@@ -360,8 +323,6 @@ class DurableTurnsTest extends BaseAssistantTest
    {
       ControlledProvider controlled = controlled(true);
       controlled.emitText = false;
-      RecordingTracker tracker = new RecordingTracker();
-      config.setRunTracker(tracker);
       config.setMaxTurnSeconds(1);
       RunningTurn run = api.startTurn(conversation(), Map.of("text", "wedged"));
       try
@@ -373,12 +334,10 @@ class DurableTurnsTest extends BaseAssistantTest
          assertThat(row.getCancelReason()).isEqualTo("TIMEOUT");
          assertThat(store.getMessage(EDITOR, row.getAssistantMessageId()).getPartsJson()).contains(TurnEngine.TIMEOUT_TEXT);
          assertThat(controlled.handles.getFirst().cancelled).isTrue();
-         assertThat(tracker.finishes.get()).isEqualTo(1);
          int events = run.getLog().after(0, 1).size();
          controlled.release();
          await(() -> controlled.handles.getFirst().returned);
          assertThat(run.getLog().after(0, 1)).hasSize(events);
-         assertThat(tracker.finishes.get()).isEqualTo(1);
       }
       finally
       {
@@ -576,8 +535,6 @@ class DurableTurnsTest extends BaseAssistantTest
       List<String> errors = new ArrayList<>();
       config.validate(qInstance, errors);
       assertThat(errors).contains("turnHeartbeatSeconds must be less than turnLeaseSeconds.", "defaultConcurrencyMode must be SUPERSEDE or CONCURRENT.");
-      config.withRunTracker(null);
-      assertThat(config.getRunTracker()).isSameAs(AssistantRunTracker.NOOP);
    }
 
 
@@ -621,8 +578,6 @@ class DurableTurnsTest extends BaseAssistantTest
    void rollingDeploy() throws Exception
    {
       ControlledProvider controlled = controlled(true);
-      RecordingTracker tracker = new RecordingTracker();
-      config.setRunTracker(tracker);
       Integer conversation = conversation();
       RunningTurn run = api.startTurn(conversation, Map.of("text", "wait"));
       try
@@ -634,7 +589,6 @@ class DurableTurnsTest extends BaseAssistantTest
          assertThat(row.getStatus()).isEqualTo("ERROR");
          assertThat(row.getErrorCode()).isEqualTo("INTERRUPTED");
          assertThat(store.getMessage(EDITOR, row.getAssistantMessageId()).getPartsJson()).contains(TurnEngine.RESTART_TEXT);
-         assertThat(tracker.finishes.get()).isEqualTo(1);
          int messages = store.listMessages(EDITOR, conversation, null, 100).size();
          assertThatThrownBy(() -> api.startTurn(conversation, Map.of("text", "retry")))
             .isInstanceOfSatisfying(AssistantApiException.class, e ->
@@ -668,35 +622,6 @@ class DurableTurnsTest extends BaseAssistantTest
 
 
 
-   /*******************************************************************************
-    ** Tracker progress is phase-based; its Stop callback cancels the local run.
-    *******************************************************************************/
-   @Test
-   void trackerAndTrackerFailures() throws Exception
-   {
-      ControlledProvider controlled = controlled(false);
-      RecordingTracker tracker = new RecordingTracker();
-      config.setRunTracker(tracker);
-      RunningTurn run = api.startTurn(conversation(), Map.of("text", "wait"));
-      controlled.awaitCalls(1);
-      await(() -> tracker.cancel != null);
-      tracker.cancel.run();
-      assertThat(completed(run).getStatus()).isEqualTo("CANCELLED");
-      assertThat(tracker.starts.get()).isEqualTo(1);
-      assertThat(tracker.phases).containsExactly("thinking", "writing");
-      assertThat(tracker.finishes.get()).isEqualTo(1);
-      assertThat(tracker.label).isEqualTo("Assistant answer");
-      tracker.fail = true;
-      config.withModelProvider(provider);
-      config.getRuntime().getProviderService().invalidate();
-      provider.thenText("Still works");
-      RunningTurn throwing = api.startTurn(conversation(), Map.of("text", "hello"));
-      assertThat(completed(throwing).getStatus()).isEqualTo("COMPLETE");
-      assertThat(tracker.finishes.get()).isEqualTo(2);
-   }
-
-
-
    /*******************************************************************************
     ** Build a remote persisted turn with an assistant message to recover.
     *******************************************************************************/
@@ -953,69 +878,4 @@ class DurableTurnsTest extends BaseAssistantTest
             .withStopReason(cancelled ? ModelResponse.STOP_CANCELLED : ModelResponse.STOP_END_TURN));
       }
    }
-
-
-
-   /*******************************************************************************
-    ** Records the host job-tray contract and can throw from every callback.
-    *******************************************************************************/
-   private static class RecordingTracker implements AssistantRunTracker
-   {
-      private final AtomicInteger starts = new AtomicInteger();
-      private final AtomicInteger finishes = new AtomicInteger();
-      private final List<String> phases = new CopyOnWriteArrayList<>();
-      private volatile Runnable cancel;
-      private String label;
-      private boolean fail;
-
-      /*******************************************************************************
-       ** Record publication.
-       *******************************************************************************/
-      @Override
-      public String start(String userId, Integer turnId, Integer conversationId, String label)
-      {
-         starts.incrementAndGet();
-         this.label = label;
-         if(fail)
-         {
-            throw (new IllegalStateException("tracker start failed"));
-         }
-         return ("job-" + turnId);
-      }
-
-      /*******************************************************************************
-       ** Record a phase transition.
-       *******************************************************************************/
-      @Override
-      public void progress(String trackingId, String phase, String message)
-      {
-         phases.add(phase);
-         if(fail)
-         {
-            throw (new IllegalStateException("tracker progress failed"));
-         }
-      }
-
-      /*******************************************************************************
-       ** Record terminal notification exactly once.
-       *******************************************************************************/
-      @Override
-      public void finish(String trackingId, String status, String message)
-      {
-         finishes.incrementAndGet();
-         if(fail)
-         {
-            throw (new IllegalStateException("tracker finish failed"));
-         }
-      }
-
-      /*******************************************************************************
-       ** Retain the host's Stop callback.
-       *******************************************************************************/
-      @Override
-      public void onCancel(String trackingId, Runnable cancel)
-      {
-         this.cancel = cancel;
-      }
-   }
 }

qbit-assistant/src/test/java/com/kingsrook/qbits/assistant/engine/StarterPromptsTest.java

@@ -0,0 +1,363 @@
+/*
+ * Copyright 2026 Kingsrook, LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package com.kingsrook.qbits.assistant.engine;
+
+
+import java.time.Clock;
+import java.time.Instant;
+import java.time.ZoneOffset;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.concurrent.atomic.AtomicInteger;
+import com.kingsrook.qbits.assistant.testing.AssistantTestFixture;
+import com.kingsrook.qbits.assistant.api.AssistantApi;
+import com.kingsrook.qbits.assistant.model.AssistantDataAccess;
+import com.kingsrook.qbits.assistant.testing.BaseAssistantTest;
+import com.kingsrook.qbits.assistant.testing.UiApiTestServer;
+import com.kingsrook.qbits.assistant.tools.UiApiToolbox;
+import com.kingsrook.qbits.assistant.uiapi.UiApiCall;
+import com.kingsrook.qbits.assistant.uiapi.UiApiGateway;
+import com.kingsrook.qbits.assistant.uiapi.UiApiResult;
+import com.kingsrook.qqq.backend.core.actions.tables.DeleteAction;
+import com.kingsrook.qqq.backend.core.actions.ai.AiExposure;
+import com.kingsrook.qqq.backend.core.actions.ai.AiFieldMetaData;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.tables.delete.DeleteInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import org.junit.jupiter.api.AfterEach;
+import org.junit.jupiter.api.Test;
+import static org.assertj.core.api.Assertions.assertThat;
+
+
+/*******************************************************************************
+ ** The per-user starter prompts: built only from tables the user can read and
+ ** that have rows, stable for the day, freshly authorized, and never failing.
+ *******************************************************************************/
+class StarterPromptsTest extends BaseAssistantTest
+{
+   private static final Instant NOW = Instant.parse("2026-10-16T12:00:00Z");
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @AfterEach
+   void clear()
+   {
+      QContext.clear();
+   }
+
+
+
+   /*******************************************************************************
+    ** The context as the route builds it, with the signed-in session.
+    *******************************************************************************/
+   private UiApiToolbox.Context context(String user, UiApiGateway gateway)
+   {
+      QContext.init(qInstance, AssistantTestFixture.ownerSession(user, config));
+      return (new UiApiToolbox.Context(user, null, gateway, PolicyService.ToolPolicy.defaults(), null));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private StarterPrompts prompts(Instant now)
+   {
+      UiApiTestServer.serve(qInstance, config);
+      return (new StarterPrompts(config.getRuntime().getToolbox(), Clock.fixed(now, ZoneOffset.UTC)));
+   }
+
+
+
+   /*******************************************************************************
+    ** A user who can read only the analytics table is never offered a prompt
+    ** about the blog, pages or media; an editor never one about analytics.
+    *******************************************************************************/
+   @Test
+   void promptsNameOnlyTablesTheUserCanRead() throws Exception
+   {
+      StarterPrompts starter = prompts(NOW);
+      UiApiGateway   gateway = config.getRuntime().getUiApiGateway();
+
+      List<String> analyst = starter.forUser(context(AssistantTestFixture.ANALYST, gateway), AssistantTestFixture.ANALYST, List.of(), false);
+      assertThat(analyst).isNotEmpty().hasSizeLessThanOrEqualTo(3);
+      assertThat(String.join("|", analyst)).contains("daily stats").doesNotContain("blog").doesNotContain("page").doesNotContain("media").doesNotContain("assistant");
+
+      List<String> editor = starter.forUser(context(AssistantTestFixture.EDITOR, gateway), AssistantTestFixture.EDITOR, List.of(), false);
+      assertThat(editor).isNotEmpty().hasSizeLessThanOrEqualTo(3);
+      assertThat(String.join("|", editor)).doesNotContain("analytics").doesNotContain("assistant");
+      assertThat(String.join("|", editor)).containsAnyOf("blog posts", "pages", "media");
+
+      assertThat(starter.forUser(context(AssistantTestFixture.LIMITED, gateway), AssistantTestFixture.LIMITED, List.of(), false)).isEmpty();
+   }
+
+
+
+   /*******************************************************************************
+    ** A table with no rows is skipped.
+    *******************************************************************************/
+   @Test
+   void emptyTableIsSkipped() throws Exception
+   {
+      UiApiTestServer.serve(qInstance, config);
+      QContext.init(qInstance, AssistantTestFixture.sessionFor("seeder-0"));
+      new DeleteAction().execute(new DeleteInput("page").withQueryFilter(new QQueryFilter()));
+      QContext.clear();
+
+      UiApiGateway gateway = config.getRuntime().getUiApiGateway();
+      for(int day = 0; day < 20; day++)
+      {
+         StarterPrompts daily = new StarterPrompts(config.getRuntime().getToolbox(), Clock.fixed(NOW.plusSeconds(86400L * day), ZoneOffset.UTC));
+         List<String>   rs    = daily.forUser(context(AssistantTestFixture.EDITOR, gateway), AssistantTestFixture.EDITOR, List.of(), true);
+         assertThat(rs).isNotEmpty();
+         assertThat(String.join("|", rs)).doesNotContain("pages");
+      }
+   }
+
+
+
+   /*******************************************************************************
+    ** The prompts are the same for a user all day.
+    *******************************************************************************/
+   @Test
+   void stableForTheDay() throws Exception
+   {
+      UiApiGateway gateway = config.getRuntime().getUiApiGateway();
+      List<String> first   = prompts(NOW).forUser(context(AssistantTestFixture.EDITOR, gateway), AssistantTestFixture.EDITOR, List.of(), true);
+      List<String> later   = prompts(NOW.plusSeconds(3600)).forUser(context(AssistantTestFixture.EDITOR, gateway), AssistantTestFixture.EDITOR, List.of(), true);
+      assertThat(later).isEqualTo(first);
+      assertThat(String.join("|", first)).containsAnyOf("added in the last 7 days", "most recent", "changed in");
+   }
+
+
+
+   /*******************************************************************************
+    ** Errors from the UI API give no generated prompts and never throw.
+    *******************************************************************************/
+   @Test
+   void errorsDegradeToEmpty() throws Exception
+   {
+      UiApiGateway broken = new UiApiGateway()
+      {
+         /*******************************************************************************
+          **
+          *******************************************************************************/
+         @Override
+         public boolean isInvocable(String method, String pathTemplate)
+         {
+            return (true);
+         }
+
+
+
+         /*******************************************************************************
+          **
+          *******************************************************************************/
+         @Override
+         public UiApiResult invoke(UiApiCall call) throws QException
+         {
+            throw (new IllegalStateException("down"));
+         }
+      };
+      StarterPrompts starter = prompts(NOW);
+      List<String>   rs      = starter.forUser(context(AssistantTestFixture.EDITOR, broken), AssistantTestFixture.EDITOR,
+         List.of("[blog_post] How many posts?", "[none] What can you do?", "How many pages?"), true);
+      assertThat(rs).containsExactly("What can you do?");
+   }
+
+
+
+   /*******************************************************************************
+    ** Every request rechecks access with bounded tool calls.
+    *******************************************************************************/
+   @Test
+   void accessIsRecheckedWithBoundedCalls() throws Exception
+   {
+      UiApiTestServer.serve(qInstance, config);
+      UiApiGateway  delegate = config.getRuntime().getUiApiGateway();
+      AtomicInteger calls    = new AtomicInteger();
+      UiApiGateway counting = new UiApiGateway()
+      {
+         /*******************************************************************************
+          **
+          *******************************************************************************/
+         @Override
+         public boolean isInvocable(String method, String pathTemplate)
+         {
+            return (delegate.isInvocable(method, pathTemplate));
+         }
+
+
+
+         /*******************************************************************************
+          **
+          *******************************************************************************/
+         @Override
+         public UiApiResult invoke(UiApiCall call) throws QException
+         {
+            calls.incrementAndGet();
+            return (delegate.invoke(call));
+         }
+      };
+      StarterPrompts starter = new StarterPrompts(config.getRuntime().getToolbox(), Clock.fixed(NOW, ZoneOffset.UTC));
+
+      starter.forUser(context(AssistantTestFixture.EDITOR, counting), AssistantTestFixture.EDITOR, List.of(), false);
+      int firstCalls = calls.get();
+      assertThat(firstCalls).isBetween(2, 1 + StarterPrompts.MAX_COUNT_CALLS + StarterPrompts.MAX_DESCRIBE_CALLS);
+
+      starter.forUser(context(AssistantTestFixture.EDITOR, counting), AssistantTestFixture.EDITOR, List.of(), false);
+      assertThat(calls.get()).isEqualTo(firstCalls * 2);
+
+      starter.forUser(context(AssistantTestFixture.ANALYST, counting), AssistantTestFixture.ANALYST, List.of(), false);
+      assertThat(calls.get()).isGreaterThan(firstCalls * 2);
+   }
+
+
+
+   /*******************************************************************************
+    ** A configured prompt stays only when it declares tables the user can read.
+    *******************************************************************************/
+   @Test
+   void configuredPromptsNeedReadableTables()
+   {
+      Set<String> readable = Set.of("blog_post", "page");
+      assertThat(StarterPrompts.allowedConfigured("[blog_post] Which posts are drafts?", readable)).isEqualTo("Which posts are drafts?");
+      assertThat(StarterPrompts.allowedConfigured("[blog_post, page] Posts and pages?", readable)).isEqualTo("Posts and pages?");
+      assertThat(StarterPrompts.allowedConfigured("[blog_post, media] Posts and media?", readable)).isNull();
+      assertThat(StarterPrompts.allowedConfigured("[media] Which media is new?", readable)).isNull();
+      assertThat(StarterPrompts.allowedConfigured("Which blog posts were published this month?", readable)).isNull();
+      assertThat(StarterPrompts.allowedConfigured("[none] What can you help with?", readable)).isEqualTo("What can you help with?");
+      assertThat(StarterPrompts.allowedConfigured("[] Empty tag", readable)).isNull();
+      assertThat(StarterPrompts.allowedConfigured("[blog_post]", readable)).isNull();
+      assertThat(StarterPrompts.plural("Blog Post")).isEqualTo("blog posts");
+      assertThat(StarterPrompts.plural("Category")).isEqualTo("categories");
+      assertThat(StarterPrompts.plural("Media")).isEqualTo("media");
+   }
+
+
+
+   /*******************************************************************************
+    ** Configured prompts and generated prompts share the same total limit.
+    *******************************************************************************/
+   @Test
+   void configuredPromptsRespectTotalLimit() throws Exception
+   {
+      StarterPrompts starter = prompts(NOW);
+      List<String> result = starter.forUser(context(AssistantTestFixture.LIMITED, config.getRuntime().getUiApiGateway()), AssistantTestFixture.LIMITED,
+         List.of("[blog_post] Denied", "[none] One", "[none] Two", "[media] Denied too", "[none] Three", "[none] Four"), false);
+      assertThat(result).containsExactly("One", "Two", "Three");
+   }
+
+
+
+   /*******************************************************************************
+    ** A data-access update invalidates eligibility on the next config request.
+    *******************************************************************************/
+   @Test
+   void nextConfigReflectsRevokedDataAccess() throws Exception
+   {
+      UiApiTestServer.serve(qInstance, config);
+      context(AssistantTestFixture.ANALYST, config.getRuntime().getUiApiGateway());
+      AssistantApi api = new AssistantApi(config.getRuntime(), QContext.getQSession());
+      assertThat(String.valueOf(((Map<?, ?>) api.config().get("profile")).get("starterPrompts"))).contains("daily stats");
+
+      QContext.init(qInstance, AssistantTestFixture.sessionFor(AssistantTestFixture.ADMIN));
+      config.getRuntime().getStore().insert(new AssistantDataAccess().withObjectType(AssistantDataAccess.TYPE_TABLE)
+         .withObjectName("analytics_daily_stat").withMode("NONE"));
+      config.getRuntime().getDataAccessService().invalidate();
+      context(AssistantTestFixture.ANALYST, config.getRuntime().getUiApiGateway());
+      assertThat(((Map<?, ?>) api.config().get("profile")).get("starterPrompts")).isEqualTo(List.of());
+   }
+
+
+
+   /*******************************************************************************
+    ** A user cannot retain suggestions from an earlier permission context.
+    *******************************************************************************/
+   @Test
+   void changedSessionPermissionsAndToolPolicyAreRechecked() throws Exception
+   {
+      StarterPrompts starter = prompts(NOW);
+      UiApiGateway gateway = config.getRuntime().getUiApiGateway();
+      assertThat(starter.forUser(context(AssistantTestFixture.EDITOR, gateway), "same-user", List.of(), false)).isNotEmpty();
+      assertThat(starter.forUser(context(AssistantTestFixture.LIMITED, gateway), "same-user", List.of("[blog_post] Old access"), false)).isEmpty();
+
+      UiApiToolbox.Context allowed = context(AssistantTestFixture.ANALYST, gateway);
+      assertThat(starter.forUser(allowed, "same-user", List.of(), false)).isNotEmpty();
+      UiApiToolbox.Context denied = new UiApiToolbox.Context(allowed.sessionUUID(), null, gateway,
+         new PolicyService.ToolPolicy(true, Set.of(UiApiToolbox.DESCRIBE_TABLE), 50, true), null);
+      assertThat(starter.forUser(denied, "same-user", List.of(), false)).isEmpty();
+   }
+
+
+
+   /*******************************************************************************
+    ** Removing the history tool immediately removes its generated suggestions.
+    *******************************************************************************/
+   @Test
+   void historyAvailabilityIsNotCached() throws Exception
+   {
+      StarterPrompts starter = prompts(NOW);
+      UiApiToolbox.Context context = context(AssistantTestFixture.ANALYST, config.getRuntime().getUiApiGateway());
+      assertThat(String.join("|", starter.forUser(context, AssistantTestFixture.ANALYST, List.of(), true))).contains("What changed");
+      assertThat(String.join("|", starter.forUser(context, AssistantTestFixture.ANALYST, List.of(), false))).doesNotContain("What changed");
+   }
+
+
+
+   /*******************************************************************************
+    ** A date field that becomes private no longer supports recency prompts.
+    *******************************************************************************/
+   @Test
+   void revokedDateFieldRemovesRecencyPrompts() throws Exception
+   {
+      StarterPrompts starter = prompts(NOW);
+      UiApiToolbox.Context context = context(AssistantTestFixture.ANALYST, config.getRuntime().getUiApiGateway());
+      String described = config.getRuntime().getToolbox().execute(context, "describe-date-fixture", UiApiToolbox.DESCRIBE_TABLE,
+         Map.of("table", "analytics_daily_stat")).getResult().getModelContent();
+      assertThat(described).contains("\"name\":\"statDate\"", "\"type\":\"DATE\"");
+      assertThat(String.join("|", starter.forUser(context, AssistantTestFixture.ANALYST, List.of(), false))).contains("recent");
+      for(String name : List.of("statDate", "createDate", "modifyDate"))
+      {
+         qInstance.getTable("analytics_daily_stat").getField(name)
+            .withSupplementalMetaData(new AiFieldMetaData().withExposure(AiExposure.NONE));
+      }
+      assertThat(starter.forUser(context, AssistantTestFixture.ANALYST, List.of(), false)).containsExactly("How many daily stats are there?");
+   }
+
+
+
+   /*******************************************************************************
+    ** Tables with no currently visible rows are removed on the next request.
+    *******************************************************************************/
+   @Test
+   void changedVisibleRowsAreRechecked() throws Exception
+   {
+      StarterPrompts starter = prompts(NOW);
+      UiApiGateway gateway = config.getRuntime().getUiApiGateway();
+      assertThat(starter.forUser(context(AssistantTestFixture.ANALYST, gateway), AssistantTestFixture.ANALYST, List.of(), false)).isNotEmpty();
+      QContext.init(qInstance, AssistantTestFixture.sessionFor("seeder-0"));
+      new DeleteAction().execute(new DeleteInput("analytics_daily_stat").withQueryFilter(new QQueryFilter()));
+      assertThat(starter.forUser(context(AssistantTestFixture.ANALYST, gateway), AssistantTestFixture.ANALYST, List.of(), false)).isEmpty();
+   }
+
+}

qbit-assistant/src/test/java/com/kingsrook/qbits/assistant/engine/TurnEngineTest.java

@@ -141,6 +141,55 @@ class TurnEngineTest extends BaseAssistantTest
 
 
 
+   /*******************************************************************************
+    ** The panel reloads the conversation as soon as message.end arrives, so the
+    ** question and the answer must already be stored then, not after it.
+    *******************************************************************************/
+   @Test
+   void testMessagesAreStoredBeforeMessageEnd() throws Exception
+   {
+      provider.thenText("Four posts are published.");
+
+      TurnRunner.Outcome outcome = runner.run(EDITOR, "how many published posts?");
+      assertThat(outcome.end()).containsEntry("status", "COMPLETE");
+
+      List<AssistantMessage> stored = runner.messagesAtEnd();
+      assertThat(stored).hasSize(2);
+      assertThat(stored).extracting(AssistantMessage::getPartsJson).allSatisfy(parts -> assertThat(parts).isNotEqualTo("[]"));
+      assertThat(stored.get(0).getPartsJson()).contains("how many published posts?");
+      assertThat(stored.get(1).getPartsJson()).contains("Four posts are published.");
+   }
+
+
+
+   /*******************************************************************************
+    ** The live thread after a tool-using turn: when message.end arrives the panel
+    ** reloads, and must find the real title, the question, the answer and the tool
+    ** steps - not the transcript redactor's placeholders (changed:v1, [], {}).
+    *******************************************************************************/
+   @Test
+   void testLiveThreadIsNotPlaceholdersAtMessageEnd() throws Exception
+   {
+      provider.thenToolUse("count_records", input("table", "blog_post", "filter", filter("AND", "status", "EQUALS", List.of("PUBLISHED"))))
+         .thenText("Four posts are published.");
+
+      TurnRunner.Outcome outcome = runner.run(EDITOR, "how many published posts?");
+      assertThat(outcome.end()).containsEntry("status", "COMPLETE");
+
+      assertThat(runner.conversationAtEnd().getTitle()).isEqualTo("how many published posts?");
+      List<AssistantMessage> stored = runner.messagesAtEnd();
+      assertThat(stored).extracting(AssistantMessage::getPartsJson).noneMatch(parts -> parts.equals("[]") || parts.contains("changed:v1"));
+      assertThat(stored.get(0).getPartsJson()).contains("how many published posts?");
+      assertThat(stored.get(stored.size() - 1).getPartsJson()).contains("Four posts are published.");
+      assertThat(runner.toolCallsAtEnd()).isNotEmpty().allSatisfy(call ->
+      {
+         assertThat(call.getInputJson()).isNotEqualTo("{}");
+         assertThat(call.getResultSummary()).doesNotContain("changed:v1");
+      });
+   }
+
+
+
    /*******************************************************************************
     ** Parallel tool calls: all results in ONE user message, in order.
     *******************************************************************************/

qbit-assistant/src/test/java/com/kingsrook/qbits/assistant/jobs/JobTrackingRunTrackerTest.java

@@ -1,513 +0,0 @@
-/*
- * Copyright 2026 Kingsrook, LLC
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.kingsrook.qbits.assistant.jobs;
-
-
-import java.time.Duration;
-import java.util.List;
-import java.util.Map;
-import java.util.concurrent.Callable;
-import java.util.concurrent.CountDownLatch;
-import java.util.concurrent.TimeUnit;
-import java.util.concurrent.atomic.AtomicInteger;
-import com.kingsrook.qbits.assistant.AssistantRuntime;
-import com.kingsrook.qbits.assistant.api.AssistantApi;
-import com.kingsrook.qbits.assistant.engine.RunningTurn;
-import com.kingsrook.qbits.assistant.engine.TurnEvent;
-import com.kingsrook.qbits.assistant.model.AssistantConversation;
-import com.kingsrook.qbits.assistant.model.AssistantTurn;
-import com.kingsrook.qbits.assistant.provider.fake.ScriptedModelProvider;
-import com.kingsrook.qbits.assistant.spi.ModelEventListener;
-import com.kingsrook.qbits.assistant.spi.ModelPart;
-import com.kingsrook.qbits.assistant.spi.ModelProviderException;
-import com.kingsrook.qbits.assistant.spi.ModelRequest;
-import com.kingsrook.qbits.assistant.spi.ModelResponse;
-import com.kingsrook.qbits.assistant.spi.StreamHandle;
-import com.kingsrook.qbits.assistant.testing.AssistantTestFixture;
-import com.kingsrook.qbits.assistant.testing.BaseAssistantTest;
-import com.kingsrook.qbits.assistant.uiapi.CoreUiApiGateway;
-import com.kingsrook.qbits.assistant.uiapi.UiApiCall;
-import com.kingsrook.qbits.assistant.uiapi.UiApiResult;
-import com.kingsrook.qqq.backend.core.context.QContext;
-import com.kingsrook.qqq.backend.core.exceptions.QException;
-import com.kingsrook.qqq.backend.core.instances.QInstanceEnricher;
-import com.kingsrook.qqq.backend.core.jobs.DurableJobsMetaData;
-import com.kingsrook.qqq.backend.core.jobs.DurableJobsMetaDataProvider;
-import com.kingsrook.qqq.backend.core.jobs.model.JobStatus;
-import com.kingsrook.qqq.backend.core.jobs.progress.JobPhase;
-import com.kingsrook.qqq.backend.core.jobs.progress.JobProgressSnapshot;
-import com.kingsrook.qqq.backend.core.jobs.runtime.DurableJobsRuntime;
-import com.kingsrook.qqq.backend.core.jobs.store.DurableJobStore;
-import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
-import com.kingsrook.qqq.backend.core.model.data.QRecord;
-import com.kingsrook.qqq.backend.core.utils.JsonUtils;
-import org.junit.jupiter.api.AfterEach;
-import org.junit.jupiter.api.BeforeEach;
-import org.junit.jupiter.api.Test;
-import org.junit.jupiter.params.ParameterizedTest;
-import org.junit.jupiter.params.provider.CsvSource;
-import static com.kingsrook.qbits.assistant.testing.AssistantTestFixture.EDITOR;
-import static com.kingsrook.qqq.backend.core.jobs.DurableJobsTables.TABLE_JOB;
-import static com.kingsrook.qqq.backend.core.jobs.DurableJobsTables.TABLE_LOG;
-import static org.assertj.core.api.Assertions.assertThat;
-
-
-/*******************************************************************************
- ** Real Jobs tray rows, progress and cancellation for assistant answers.
- *******************************************************************************/
-class JobTrackingRunTrackerTest extends BaseAssistantTest
-{
-   private static final String PROMPT = "PRIVATE-PROMPT-JOBS-CANARY";
-   private static final String ANSWER = "PRIVATE-ANSWER-JOBS-CANARY";
-
-   private final CountDownLatch toolEntered = new CountDownLatch(1);
-   private final CountDownLatch toolRelease = new CountDownLatch(1);
-   private DurableJobStore jobs;
-   private AssistantApi api;
-   private ControlledProvider controlled;
-
-
-
-   /*******************************************************************************
-    ** Add jobs only to this fixture, leaving runtime startup explicit per test.
-    *******************************************************************************/
-   @BeforeEach
-   void initializeJobs() throws Exception
-   {
-      new DurableJobsMetaDataProvider().defineAll(qInstance, AssistantTestFixture.BACKEND, null);
-      DurableJobsMetaData settings = new DurableJobsMetaData().withWorkerThreads(1).withLeaseTtlSeconds(3)
-         .withReaperIntervalSeconds(1).withPollIntervalMillis(50).withPodId("test-pod");
-      qInstance.withSupplementalMetaData(settings);
-      new QInstanceEnricher(qInstance).enrich();
-      jobs = new DurableJobStore(settings);
-
-      config.getRuntime().close();
-      config.withUiApiGateway(new CoreUiApiGateway(config::getUiApiBaseUrl, qInstance)
-      {
-         /*******************************************************************************
-          ** Hold the real count call so the tool phase can be inspected in storage.
-          *******************************************************************************/
-         @Override
-         public UiApiResult invoke(UiApiCall call) throws QException
-         {
-            if("/table/{tableName}/count".equals(call.getPathTemplate()))
-            {
-               toolEntered.countDown();
-               try
-               {
-                  assertThat(toolRelease.await(15, TimeUnit.SECONDS)).as("tool released").isTrue();
-               }
-               catch(InterruptedException e)
-               {
-                  Thread.currentThread().interrupt();
-                  throw (new QException("Test tool interrupted", e));
-               }
-            }
-            return (super.invoke(call));
-         }
-      });
-      config.setRuntime(new AssistantRuntime(qInstance, config));
-      var session = AssistantTestFixture.ownerSession(EDITOR, config);
-      QContext.init(qInstance, session);
-      api = new AssistantApi(config.getRuntime(), session);
-      assertThat(config.getRunTracker()).isExactlyInstanceOf(JobTrackingRunTracker.class);
-   }
-
-
-
-   /*******************************************************************************
-    ** Release every gate before draining both runtimes, even after an assertion.
-    *******************************************************************************/
-   @AfterEach
-   void stopJobs()
-   {
-      toolRelease.countDown();
-      if(controlled != null)
-      {
-         controlled.handles.forEach(handle -> handle.release.countDown());
-      }
-      config.getRuntime().close();
-      DurableJobsRuntime.stop(qInstance, Duration.ofSeconds(5));
-   }
-
-
-
-   /*******************************************************************************
-    ** A single linked owner job progresses through thinking, tool and writing.
-    *******************************************************************************/
-   @Test
-   void answerTracksProgressAndCompletes() throws Exception
-   {
-      assertThat(DurableJobsRuntime.start(qInstance)).isNotNull();
-      ControlledHandle thinking = new ControlledHandle(new ModelResponse().withParts(List.of(
-         ModelPart.toolUse("count-1", "count_records", input("table", "blog_post", "filter", filter("AND")))))
-         .withStopReason(ModelResponse.STOP_TOOL_USE), null, false);
-      ControlledHandle writing = answer(false);
-      useProvider(thinking, writing);
-      Integer conversationId = (Integer) api.createConversation(Map.of()).get("id");
-      RunningTurn run = api.startTurn(conversationId, Map.of("text", PROMPT));
-      entered(thinking);
-      QRecord job = onlyJob();
-      Integer jobId = job.getValueInteger("id");
-      assertThat(job.getValueString("processName")).isEqualTo("assistant.turn");
-      assertThat(job.getValueString("label")).isEqualTo("Assistant answer");
-      assertThat(job.getValueString("userId")).isEqualTo(EDITOR);
-      assertThat(job.getValueString("tableName")).isEqualTo(AssistantConversation.TABLE_NAME);
-      assertThat(JsonUtils.toObject(job.getValueString("sourceJson"), Map.class)).containsEntry("recordId", conversationId);
-      assertPhase(jobId, "thinking", null);
-
-      thinking.release.countDown();
-      assertThat(toolEntered.await(15, TimeUnit.SECONDS)).as("tool entered").isTrue();
-      assertPhase(jobId, "tool", "Counting records");
-      toolRelease.countDown();
-      entered(writing);
-      assertPhase(jobId, "writing", null);
-      writing.release.countDown();
-
-      assertThat(completed(run).getStatus()).isEqualTo("COMPLETE");
-      job = onlyJob();
-      assertThat(job.getValueInteger("id")).isEqualTo(jobId);
-      assertThat(job.getValueString("status")).isEqualTo("COMPLETED");
-      assertThat(job.getValueString("progressMessage")).isEqualTo("Answered.");
-      assertThat(job.getValueString("statusReason")).isEqualTo("Answered.");
-      assertThat(run.getLog().after(0, 1)).filteredOn(event -> TurnEvent.TOOL_RESULT.equals(event.getType()))
-         .singleElement().satisfies(event -> assertThat(event.getData()).containsEntry("outcome", "OK"));
-      assertPrivateTextAbsent();
-   }
-
-
-
-   /*******************************************************************************
-    ** The runtime's periodic tick observes the same row change as Jobs tray Stop.
-    *******************************************************************************/
-   @Test
-   void jobsTrayStopCancelsAnswer() throws Exception
-   {
-      DurableJobsRuntime.start(qInstance);
-      ControlledHandle writing = answer(false);
-      useProvider(writing);
-      RunningTurn run = startTurn();
-      entered(writing);
-      Integer jobId = onlyJob().getValueInteger("id");
-      jobs.updateJob(jobId, Map.of("status", "CANCELLING"));
-
-      assertThat(completed(run).getStatus()).isEqualTo("CANCELLED");
-      assertThat(writing.isCancelled()).isTrue();
-      assertThat(onlyJob().getValueString("status")).isEqualTo("CANCELLED");
-      assertThat(onlyJob().getValueString("progressMessage")).isEqualTo("Stopped.");
-      assertPrivateTextAbsent();
-   }
-
-
-
-   /*******************************************************************************
-    ** Even partial output and provider errors containing private text stay out.
-    *******************************************************************************/
-   @Test
-   void failedAnswerHasOnlyFixedJobMessages() throws Exception
-   {
-      DurableJobsRuntime.start(qInstance);
-      ControlledHandle writing = answer(true);
-      useProvider(writing);
-      RunningTurn run = startTurn();
-      entered(writing);
-      writing.release.countDown();
-
-      assertThat(completed(run).getStatus()).isEqualTo("ERROR");
-      QRecord job = onlyJob();
-      assertThat(job.getValueString("status")).isEqualTo("FAILED");
-      assertThat(job.getValueString("progressMessage")).isEqualTo("The answer did not finish.");
-      assertThat(job.getValueString("statusReason")).isEqualTo("The answer did not finish.");
-      assertThat(jobs.query(TABLE_LOG, new QQueryFilter())).isNotEmpty();
-      assertPrivateTextAbsent();
-   }
-
-
-
-   /*******************************************************************************
-    ** Hosts without jobs keep ordinary answers and safe null tracker callbacks.
-    *******************************************************************************/
-   @Test
-   void absentRuntimeDoesNotTrackOrDisruptAnswer() throws Exception
-   {
-      assertThat(DurableJobsRuntime.get(qInstance)).isNull();
-      AssistantRunTracker tracker = config.getRunTracker();
-      assertThat(tracker.start(EDITOR, 1, 1, "ignored")).isNull();
-      tracker.progress(null, "thinking", PROMPT);
-      tracker.onCancel(null, () ->
-      {
-         throw (new AssertionError("No job to cancel"));
-      });
-      tracker.finish(null, "COMPLETE", ANSWER);
-      provider.thenText(ANSWER);
-      RunningTurn run = startTurn();
-      assertThat(completed(run).getStatus()).isEqualTo("COMPLETE");
-      assertThat(jobs.query(TABLE_JOB, new QQueryFilter())).isEmpty();
-      assertThat(jobs.query(TABLE_LOG, new QQueryFilter())).isEmpty();
-   }
-
-
-
-   /*******************************************************************************
-    ** Core mutates phase objects; every new job must start with fresh phases.
-    *******************************************************************************/
-   @Test
-   void jobsHaveIndependentPhaseState() throws Exception
-   {
-      DurableJobsRuntime.start(qInstance);
-      AssistantRunTracker tracker = config.getRunTracker();
-      Integer conversationId = (Integer) api.createConversation(Map.of()).get("id");
-      String first = tracker.start(EDITOR, 1, conversationId, PROMPT);
-      tracker.progress(first, "writing", ANSWER);
-      String second = tracker.start(EDITOR, 2, conversationId, PROMPT);
-      QRecord secondJob = jobs.getJob(Integer.valueOf(second));
-      JobProgressSnapshot snapshot = JsonUtils.toObject(secondJob.getValueString("progressJson"), JobProgressSnapshot.class);
-      assertThat(snapshot.getPhases()).extracting(JobPhase::getStatus)
-         .containsExactly(JobPhase.Status.PENDING, JobPhase.Status.PENDING, JobPhase.Status.PENDING);
-      tracker.progress(second, "thinking", PROMPT);
-      tracker.progress(first, "unknown", PROMPT);
-      tracker.progress("missing", "tool", PROMPT);
-      assertPhase(Integer.valueOf(first), "writing", null);
-      assertPhase(Integer.valueOf(second), "thinking", null);
-      tracker.finish(first, "COMPLETE", ANSWER);
-      tracker.finish(second, "COMPLETE", ANSWER);
-      assertPrivateTextAbsent();
-   }
-
-
-
-   /*******************************************************************************
-    ** Terminal mapping is fixed, including unknown and absent assistant statuses.
-    *******************************************************************************/
-   @ParameterizedTest
-   @CsvSource({ "COMPLETE,COMPLETED,Answered.", "CANCELLED,CANCELLED,Stopped.",
-      "ERROR,FAILED,The answer did not finish.", "unknown,FAILED,The answer did not finish.",
-      ",FAILED,The answer did not finish." })
-   void terminalMapping(String status, JobStatus expected, String message)
-   {
-      assertThat(JobTrackingRunTracker.jobStatus(status)).isEqualTo(expected);
-      assertThat(JobTrackingRunTracker.finishMessage(status)).isEqualTo(message);
-   }
-
-
-
-   /*******************************************************************************
-    ** Use independently controlled model calls without changing the tracker.
-    *******************************************************************************/
-   private void useProvider(ControlledHandle... handles)
-   {
-      controlled = new ControlledProvider(List.of(handles));
-      config.withModelProvider(controlled);
-   }
-
-
-
-   /*******************************************************************************
-    ** Partial text is emitted before this response is released or fails.
-    *******************************************************************************/
-   private ControlledHandle answer(boolean fail)
-   {
-      return (new ControlledHandle(new ModelResponse().withParts(List.of(ModelPart.text(ANSWER)))
-         .withStopReason(ModelResponse.STOP_END_TURN), ANSWER, fail));
-   }
-
-
-
-   /*******************************************************************************
-    ** Create a conversation and answer as the fixture's editor.
-    *******************************************************************************/
-   private RunningTurn startTurn() throws Exception
-   {
-      Integer conversationId = (Integer) api.createConversation(Map.of()).get("id");
-      return (api.startTurn(conversationId, Map.of("text", PROMPT)));
-   }
-
-
-
-   /*******************************************************************************
-    ** Wait until a model call has emitted its optional text and is blocked.
-    *******************************************************************************/
-   private void entered(ControlledHandle handle) throws InterruptedException
-   {
-      assertThat(handle.entered.await(15, TimeUnit.SECONDS)).as("model call entered").isTrue();
-   }
-
-
-
-   /*******************************************************************************
-    ** Check persisted progress while the answer is still running.
-    *******************************************************************************/
-   private void assertPhase(Integer jobId, String phase, String message) throws QException
-   {
-      QRecord job = jobs.getJob(jobId);
-      assertThat(job.getValueString("status")).isEqualTo("RUNNING");
-      assertThat(job.getValueString("currentPhase")).isEqualTo(phase);
-      assertThat(job.getValueString("progressMessage")).isEqualTo(message);
-   }
-
-
-
-   /*******************************************************************************
-    ** Assert uniqueness across all jobs, not just those matching this turn.
-    *******************************************************************************/
-   private QRecord onlyJob() throws QException
-   {
-      List<QRecord> rows = jobs.query(TABLE_JOB, new QQueryFilter());
-      assertThat(rows).hasSize(1);
-      return (rows.getFirst());
-   }
-
-
-
-   /*******************************************************************************
-    ** Inspect every persisted job and log field for both private canaries.
-    *******************************************************************************/
-   private void assertPrivateTextAbsent() throws QException
-   {
-      for(String table : List.of(TABLE_JOB, TABLE_LOG))
-      {
-         assertThat(jobs.query(table, new QQueryFilter())).allSatisfy(row ->
-            assertThat(JsonUtils.toJson(row)).doesNotContain(PROMPT, ANSWER));
-      }
-   }
-
-
-
-   /*******************************************************************************
-    ** Wait for finalization and cleanup before reading the assistant turn.
-    *******************************************************************************/
-   private AssistantTurn completed(RunningTurn run) throws Exception
-   {
-      await(() -> config.getRuntime().getRunningTurn(run.getTurnId()) == null);
-      assertThat(run.getLog().isClosed()).isTrue();
-      return (config.getRuntime().getStore().getTurn(EDITOR, run.getTurnId()));
-   }
-
-
-
-   /*******************************************************************************
-    ** Bound polling by observable completion rather than fixed timing guesses.
-    *******************************************************************************/
-   private static void await(Callable<Boolean> condition) throws Exception
-   {
-      long deadline = System.nanoTime() + Duration.ofSeconds(15).toNanos();
-      while(!condition.call() && System.nanoTime() < deadline)
-      {
-         Thread.sleep(10);
-      }
-      assertThat(condition.call()).as("condition reached within fifteen seconds").isTrue();
-   }
-
-
-
-   /*******************************************************************************
-    ** Script model responses with separate gates for thinking and writing.
-    *******************************************************************************/
-   private static class ControlledProvider extends ScriptedModelProvider
-   {
-      private final List<ControlledHandle> handles;
-      private final AtomicInteger next = new AtomicInteger();
-
-      /*******************************************************************************
-       ** Retain the scripted handles for teardown and assertions.
-       *******************************************************************************/
-      ControlledProvider(List<ControlledHandle> handles)
-      {
-         this.handles = handles;
-      }
-
-      /*******************************************************************************
-       ** Publish partial text, then let the engine wait on the selected handle.
-       *******************************************************************************/
-      @Override
-      public StreamHandle stream(ModelRequest request, ModelEventListener listener)
-      {
-         ControlledHandle handle = handles.get(next.getAndIncrement());
-         if(handle.text != null)
-         {
-            listener.onTextDelta(handle.text);
-         }
-         return (handle);
-      }
-   }
-
-
-
-   /*******************************************************************************
-    ** A bounded, cancellable model call that can fail after streaming text.
-    *******************************************************************************/
-   private static class ControlledHandle implements StreamHandle
-   {
-      private final ModelResponse response;
-      private final String text;
-      private final boolean fail;
-      private final CountDownLatch entered = new CountDownLatch(1);
-      private final CountDownLatch release = new CountDownLatch(1);
-      private volatile boolean cancelled;
-
-      /*******************************************************************************
-       ** Set the eventual response and optional partial-output failure.
-       *******************************************************************************/
-      ControlledHandle(ModelResponse response, String text, boolean fail)
-      {
-         this.response = response;
-         this.text = text;
-         this.fail = fail;
-      }
-
-      /*******************************************************************************
-       ** Stop unblocks the engine without test intervention.
-       *******************************************************************************/
-      @Override
-      public void cancel()
-      {
-         cancelled = true;
-         release.countDown();
-      }
-
-      /*******************************************************************************
-       ** Report whether the real cancellation callback reached the provider.
-       *******************************************************************************/
-      @Override
-      public boolean isCancelled()
-      {
-         return (cancelled);
-      }
-
-      /*******************************************************************************
-       ** Wait until the test or the Jobs tray releases this model call.
-       *******************************************************************************/
-      @Override
-      public ModelResponse await(Duration timeout) throws ModelProviderException, InterruptedException
-      {
-         entered.countDown();
-         if(!release.await(timeout.toMillis(), TimeUnit.MILLISECONDS))
-         {
-            throw (new ModelProviderException(ModelProviderException.Kind.TIMEOUT, null, "Test provider timed out"));
-         }
-         if(cancelled)
-         {
-            return (new ModelResponse().withStopReason(ModelResponse.STOP_CANCELLED));
-         }
-         if(fail)
-         {
-            throw (new ModelProviderException(ModelProviderException.Kind.OTHER, null, PROMPT + " " + ANSWER));
-         }
-         return (response);
-      }
-   }
-}

qbit-assistant/src/test/java/com/kingsrook/qbits/assistant/persistence/HipaaStorageTest.java

@@ -50,6 +50,8 @@ import com.kingsrook.qqq.backend.core.actions.tables.QueryAction;
 import com.kingsrook.qqq.backend.core.actions.tables.UpdateAction;
 import com.kingsrook.qqq.backend.core.context.QContext;
 import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.actions.tables.QInputSource;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
 import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
 import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateInput;
@@ -166,6 +168,52 @@ class HipaaStorageTest extends BaseAssistantTest
 
 
 
+   /*******************************************************************************
+    ** User titles are plaintext unless they match this record's stored ciphertext.
+    *******************************************************************************/
+   @Test
+   void tableTitleUpdatesEncryptPrefixLookingPlaintext() throws Exception
+   {
+      AssistantStore store = setupProvider();
+      String owner = AssistantTestFixture.ADMIN;
+      AssistantConversation conversation = store.createConversation(owner, "Original title", null);
+      Integer id = conversation.getId();
+      for(String title : List.of("Renamed title", "enc:v1:literal private user text"))
+      {
+         var updated = new UpdateAction().execute(new UpdateInput(AssistantConversation.TABLE_NAME).withInputSource(QInputSource.USER)
+            .withRecord(new QRecord().withValue("id", id).withValue("title", title)));
+         assertThat(updated.getRecords()).hasSize(1).allSatisfy(record -> assertThat(record.getErrors()).isEmpty());
+         assertThat(rawTitle(id)).startsWith("enc:v1:").isNotEqualTo(title).doesNotContain("private user text");
+         assertThat(store.getConversation(owner, id).getTitle()).isEqualTo(title);
+      }
+
+      String storedTitle = rawTitle(id);
+      new UpdateAction().execute(new UpdateInput(AssistantConversation.TABLE_NAME).withInputSource(QInputSource.USER)
+         .withRecord(new QRecord().withValue("id", id).withValue("title", storedTitle).withValue("pinned", true)));
+      assertThat(rawTitle(id)).isEqualTo(storedTitle);
+      assertThat(store.getConversation(owner, id).getTitle()).isEqualTo("enc:v1:literal private user text");
+      assertThat(store.getConversation(owner, id).getPinned()).isTrue();
+
+      AssistantConversation second = store.createConversation(owner, "Another title", null);
+      new UpdateAction().execute(new UpdateInput(AssistantConversation.TABLE_NAME).withInputSource(QInputSource.USER)
+         .withRecord(new QRecord().withValue("id", second.getId()).withValue("title", storedTitle)));
+      assertThat(rawTitle(second.getId())).isNotEqualTo(storedTitle);
+      assertThat(store.getConversation(owner, second.getId()).getTitle()).isEqualTo(storedTitle);
+   }
+
+
+
+   /*******************************************************************************
+    ** Inspect stored bytes without the assistant store's decryption boundary.
+    *******************************************************************************/
+   private String rawTitle(Integer id) throws Exception
+   {
+      return (new QueryAction().execute(new QueryInput(AssistantConversation.TABLE_NAME)
+         .withFilter(new QQueryFilter().withCriteria("id", QCriteriaOperator.EQUALS, id))).getRecords().get(0).getValueString("title"));
+   }
+
+
+
    /*******************************************************************************
     ** Authentication failure never returns ciphertext or unauthenticated plaintext; legacy values still load.
     *******************************************************************************/

qbit-assistant/src/test/java/com/kingsrook/qbits/assistant/scheduled/ScheduledTasksTest.java

@@ -60,6 +60,8 @@ import com.kingsrook.qqq.backend.core.actions.ai.DataClassification;
 import com.kingsrook.qqq.backend.core.actions.ai.AiFieldMetaData;
 import com.kingsrook.qqq.backend.core.actions.tables.QueryAction;
 import com.kingsrook.qqq.backend.core.actions.tables.UpdateAction;
+import com.kingsrook.qqq.backend.core.alerts.NotificationSeverity;
+import com.kingsrook.qqq.backend.core.alerts.NotificationSignal;
 import com.kingsrook.qqq.backend.core.context.QContext;
 import com.kingsrook.qqq.backend.core.exceptions.QAuthenticationException;
 import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepInput;
@@ -421,6 +423,15 @@ class ScheduledTasksTest extends BaseAssistantTest
       assertThat(failed.getStatus()).isEqualTo("FAILED");
       assertThat(failed.getError()).doesNotContain("Private provider detail");
       new ScheduledAlerts().raise(failed);
+
+      NotificationSignal signal = ScheduledAlerts.signal(failed);
+      assertThat(signal.getAudience().getValues()).containsExactly(AssistantTestFixture.EDITOR);
+      assertThat(signal.getSeverity()).isEqualTo(NotificationSeverity.ERROR);
+      assertThat(signal.getBody()).contains("FAILED").doesNotContain("Private provider detail");
+      assertThat(signal.getLink().getTableName()).isEqualTo("assistant_conversation");
+      assertThat(signal.getLink().getRecordId()).isEqualTo(failed.getConversationId());
+      assertThat(ScheduledAlerts.signal(new AssistantScheduledRun().withId(1).withUserId(AssistantTestFixture.EDITOR).withStatus("OK")).getSeverity())
+         .isEqualTo(NotificationSeverity.SUCCESS);
    }
 
 

qbit-assistant/src/test/java/com/kingsrook/qbits/assistant/testing/TurnRunner.java

@@ -27,6 +27,8 @@ import com.kingsrook.qbits.assistant.AssistantRuntime;
 import com.kingsrook.qbits.assistant.api.AssistantApi;
 import com.kingsrook.qbits.assistant.engine.RunningTurn;
 import com.kingsrook.qbits.assistant.engine.TurnEvent;
+import com.kingsrook.qbits.assistant.model.AssistantConversation;
+import com.kingsrook.qbits.assistant.model.AssistantMessage;
 import com.kingsrook.qbits.assistant.model.AssistantToolCall;
 import com.kingsrook.qbits.assistant.persistence.AssistantStore;
 import com.kingsrook.qqq.backend.core.context.QContext;
@@ -47,6 +49,10 @@ public class TurnRunner
    private final QInstance           qInstance;
    private final AssistantQBitConfig config;
 
+   private List<AssistantMessage> messagesAtEnd = List.of();
+   private AssistantConversation  conversationAtEnd;
+   private List<AssistantToolCall> toolCallsAtEnd = List.of();
+
 
 
    /*******************************************************************************
@@ -169,6 +175,12 @@ public class TurnRunner
       {
          List<TurnEvent> batch = running.getLog().after(last, 1000);
          events.addAll(batch);
+         if(batch.stream().anyMatch(e -> TurnEvent.MESSAGE_END.equals(e.getType())))
+         {
+            messagesAtEnd = messagesOf(userId, convId);
+            conversationAtEnd = conversationOf(userId, convId);
+            toolCallsAtEnd = toolCalls(userId, running.getTurnId());
+         }
          if(!batch.isEmpty())
          {
             last = batch.get(batch.size() - 1).getSeq();
@@ -194,6 +206,74 @@ public class TurnRunner
 
 
 
+   /*******************************************************************************
+    ** The conversation's stored messages, read the moment the run's message.end
+    ** was seen: what the panel finds when it reloads the conversation at the end
+    ** of the stream.
+    *******************************************************************************/
+   public List<AssistantMessage> messagesAtEnd()
+   {
+      return (messagesAtEnd);
+   }
+
+
+
+   /*******************************************************************************
+    ** The conversation row as stored the moment message.end was seen.
+    *******************************************************************************/
+   public AssistantConversation conversationAtEnd()
+   {
+      return (conversationAtEnd);
+   }
+
+
+
+   /*******************************************************************************
+    ** The audited tool calls as stored the moment message.end was seen.
+    *******************************************************************************/
+   public List<AssistantToolCall> toolCallsAtEnd()
+   {
+      return (toolCallsAtEnd);
+   }
+
+
+
+   /*******************************************************************************
+    ** One conversation of the user, read as the user.
+    *******************************************************************************/
+   private AssistantConversation conversationOf(String userId, Integer conversationId) throws Exception
+   {
+      QContext.init(qInstance, AssistantTestFixture.ownerSession(userId, config));
+      try
+      {
+         return (new AssistantStore().getConversation(userId, conversationId));
+      }
+      finally
+      {
+         QContext.clear();
+      }
+   }
+
+
+
+   /*******************************************************************************
+    ** The stored messages of a conversation (read as the user).
+    *******************************************************************************/
+   private List<AssistantMessage> messagesOf(String userId, Integer conversationId) throws Exception
+   {
+      QContext.init(qInstance, AssistantTestFixture.ownerSession(userId, config));
+      try
+      {
+         return (new AssistantStore().listMessages(userId, conversationId, null, 50));
+      }
+      finally
+      {
+         QContext.clear();
+      }
+   }
+
+
+
    /*******************************************************************************
     ** The audited tool calls of a turn (read as the user).
     *******************************************************************************/

qbit-assistant/src/test/java/com/kingsrook/qbits/assistant/tools/UiApiToolsSecurityTest.java

@@ -37,6 +37,8 @@ import com.kingsrook.qbits.assistant.testing.UiApiTestServer;
 import com.kingsrook.qbits.assistant.uiapi.UiApiCall;
 import com.kingsrook.qbits.assistant.uiapi.UiApiResult;
 import com.kingsrook.qqq.backend.core.actions.ai.AiToolOutcome;
+import com.kingsrook.qqq.backend.core.actions.ai.AiExposure;
+import com.kingsrook.qqq.backend.core.actions.ai.AiFieldMetaData;
 import com.kingsrook.qqq.backend.core.context.QContext;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
@@ -62,6 +64,26 @@ import static org.assertj.core.api.Assertions.assertThatThrownBy;
  *******************************************************************************/
 class UiApiToolsSecurityTest extends BaseAssistantTest
 {
+   /*******************************************************************************
+    ** Flat v1 metadata is described without exposing hidden or NONE fields.
+    *******************************************************************************/
+   @Test
+   void describeReadsFlatMetadataAndKeepsExposureFiltering() throws Exception
+   {
+      qInstance.getTable("blog_post").getField("metaDescription")
+         .withSupplementalMetaData(new AiFieldMetaData().withExposure(AiExposure.NONE));
+      HttpResponse<String> response = ui("GET", "/metaData/table/blog_post", AssistantTestFixture.EDITOR, null);
+      assertThat(response.statusCode()).isEqualTo(200);
+      Map<String, Object> metadata = new UiApiResult(response.statusCode(), response.body()).json();
+      assertThat(metadata).containsKeys("name", "fields").doesNotContainKey("table");
+      UiApiToolbox.Outcome outcome = tool(AssistantTestFixture.EDITOR, null, UiApiToolbox.DESCRIBE_TABLE, input("table", "blog_post"));
+      assertThat(outcome.getResult().getOutcome()).isEqualTo(AiToolOutcome.OK);
+      assertThat(outcome.getResult().getModelContent()).contains("\"name\":\"title\"", "\"type\":\"STRING\"")
+         .doesNotContain("metaDescription", "internalNotes", "apiSecret");
+   }
+
+
+
    /*******************************************************************************
     ** The default channel wall hides history, even when the user can read audits.
     *******************************************************************************/

qbit-assistant/src/test/java/com/kingsrook/qbits/assistant/tools/bulkload/BulkLoadToolsTest.java

@@ -22,6 +22,7 @@ import java.util.LinkedHashMap;
 import java.util.List;
 import java.util.Map;
 import java.util.concurrent.atomic.AtomicReference;
+import com.fasterxml.jackson.core.type.TypeReference;
 import com.kingsrook.qbits.assistant.AssistantQBitConfig;
 import com.kingsrook.qbits.assistant.access.DataAccessMode;
 import com.kingsrook.qbits.assistant.api.AssistantApi;
@@ -336,6 +337,14 @@ class BulkLoadToolsTest extends BaseAssistantTest
       assertThat(runs.get(0).savedBulkLoadProfileId()).isEqualTo(7);
       assertThat(runs.get(0).uploadRef()).isEqualTo("up_1");
       assertThat(runs.get(0).tableName()).isEqualTo("blog_post");
+
+      //////////////////////////////////////////////////////////////////
+      // the load is a real job: the result carries its id and link, //
+      // and the confirmation links the conversation to it           //
+      //////////////////////////////////////////////////////////////////
+      assertThat(ran.get("href")).isEqualTo("/app/jobs_job/42");
+      Map<String, Object> message = JsonUtils.toObject(String.valueOf(ran.get("message")), new TypeReference<Map<String, Object>>() {});
+      assertThat(message).containsEntry("jobId", 42).containsEntry("jobHref", "/app/jobs_job/42");
    }