Commit Graph
9 Commits
Author SHA1 Message Date
mudler-agentandEttore Di Giacinto 4899d28e8a feat(chats): server-side chats with steering, sub-agents and compaction (#12918)
* Find the Sandbox guest image in the executable, not its build info

The Sandbox smoke checked that the packaged executable carries the
guest image by looking for -X main.guestImage in go version -m. The
package is built with -trimpath, and with -trimpath Go leaves -ldflags
out of the build info, so the check failed on every gvisor run,
although the image was linked in.

Look for the reference in the executable instead: the value of
SANDBOX_GUEST_IMAGE when it is set, any digest reference otherwise.
package.sh had the same check for an executable built elsewhere; it
now looks for its own reference the same way.

Assisted-by: Claude:claude-opus-5-5

* Answer a network card the limit refuses with one precise reason

A card that waited while the administrator's limit went down was
refused on the first click with 400, and every later click was a bare
409, so a stale card looked like a conflict loop. A refused card now
answers 400 egress_above_ceiling every time, the same answer sent twice
is one answer (204), and another answer to an answered card is 409
already_answered. The chat view marks a card the limit cannot admit
with above_ceiling.

When the limit is off, or below the chat's preset, the note of the turn
and the block line of the proxy now say that the server's setting
blocks the network and no approval changes it, so the model reports it
instead of waiting or retrying.

Assisted-by: Claude:claude-sonnet-5-5

* Explain a blocked Sandbox network instead of offering dead buttons

A card the limit cannot admit shows why network access is off or
limited, and who can change it, with a link to Settings > Tools >
Sandbox network for administrators. The buttons of a card disable while
an answer is sent, and a failed answer reads the card again. The
Network row says why its choices are capped. Settings opens a group
from ?group=. Strings are translated in all nine locales and the chat
and add-on docs describe the new behaviour.

Assisted-by: Claude:claude-sonnet-5-5

* Add an always-allowed hosts list to the Sandbox network

The extra registries setting only widens the package registries, so a
one-off host needs the approval card in every chat. The new admin
setting chats_egress_allowed_hosts lists exact hosts (optionally
host:port to pin a port) that a chat reaches whenever its effective
preset is registries or all.

The list sits in the same decision as the presets: the ceiling still
caps it, the ports setting still applies, and a private, loopback,
link-local or metadata address still needs the private switch and an
administrator's rule or answer. Each use is audited with the reason
allowed_host. Hosts are validated like the extra registries (lower
case, punycode, no scheme, path or pattern, at most 64) and an IP
literal is refused unless the private switch is on.

get_chat_egress and the chat egress view return the list; no MCP tool
writes it, as for the extra registries.

Assisted-by: Claude:claude-sonnet-5-5

* Let users delete from the Trash for good

A delete only set a tombstone, so the Trash grew without end and
nothing could free the space of a deleted file.

The workspace stores gain a Purger: it erases the deleted nodes of
some change sets, or of a whole folder, with their journal rows, the
change sets that nothing is left in, and the blobs that no row refers
to. Both stores implement it and pass the same contract specs. A blob
is removed after a grace period, and only if it is still unused then,
so an upload of the same bytes in flight keeps them.

DELETE /api/chats/files/trash empties the user's Trash and
DELETE /api/chats/files/trash/{rev} deletes one entry. Both are scoped
to the caller's home. The Trash listing now gives files, folders and
bytes per entry and for the whole Trash. The file tools of a chat
cannot reach any of this.

Assisted-by: Claude:claude-sonnet-5-5

* Add Empty Trash and Delete permanently to the Files page

The Trash tab shows what it holds, with an Empty Trash button that is
off while the Trash is empty and a Delete permanently button on each
item. Both ask in the page first and say how many files and folders and
how much space they remove. Texts are translated in all nine locales.

Assisted-by: Claude:claude-sonnet-5-5

* Fall back to Brave Search and Bing when DuckDuckGo asks for a captcha

DuckDuckGo answers some servers with HTTP 202 and a bot check (the
"anomaly" page) instead of results. The parser read that page as "no
results it could read", so web_search failed for every query.

The keyless search is now a chain: DuckDuckGo, then the result page of
Brave Search, then the result page of Bing. Each page has its own
tolerant parser (title, URL, snippet; Bing's /ck/a links and DDG's uddg
links are unwrapped) with saved fixtures.

A bot check is a typed error (ErrChallenged), and a 403 or 429 is
ErrBlocked. Both wrap ErrProvider. A Fallback with a cool-down skips a
challenged or blocked provider for a few minutes, so each search does
not wait for it first; when every provider is cooling down, all are
asked again. Fallback.SearchAttempts and TestEach report what each
provider did (ok, no_results, challenged, blocked, timeout, error,
skipped).

The error a model reads now lists what was tried and what each provider
did, then where an administrator fixes it.

safehttp keeps the status code of an answer (Response.StatusCode) and
of a refusal (StatusError, still ErrStatus for errors.Is).

Assisted-by: Claude:claude-opus-5-5

* Use the keyless search chain in the chats and test each provider

The built-in web_search now searches with DuckDuckGo, Brave Search and
Bing in turn when no SearXNG instance is set. A new runtime setting,
chats_web_search_providers, sets the order (searxng, duckduckgo,
brave_html, bing_html) and leaves a provider out. Empty keeps the old
choice: SearXNG alone when an instance is set, so its queries do not
reach the public engines unless the administrator lists them.

POST /api/chats/admin/web/test asks every provider of the order and
returns what each did in "providers" (ok, no_results, challenged,
blocked, timeout or error, with the reason), next to the first answer.
Settings > Tools has a Test search on the web_search row that shows it,
and the provider list is checked on the page and by the server.

The cool-down of a challenged provider is kept per frontend, like the
cache and the limits; web.md says why.

Docs: web.md (providers, chain, bot checks, privacy, how to fix it with
SearXNG or the Web add-on) and runtime-settings.md. Strings in the
nine locales. Swagger regenerated.

Assisted-by: Claude:claude-opus-5-5

* Try the mirror library alone in the reinstall recovery spec

The spec adds a second library with the same URL and expects an
install from it to keep the retained data apart. Since two enabled
libraries that list one add-on are a conflict, the reinstall from the
original library then failed with library_conflict, and the install
from the mirror failed for that reason instead of the trusted identity.

Switch the original library off while the mirror is tried, check that
the mirror is refused for its identity and not for a conflict, then
switch the mirror off and the original on for the reinstall.

Assisted-by: Claude:claude-opus-5-5

* Pause a chat turn at the step limit and offer Continue

A chat turn ran at most 10 rounds of tool calls, the default of the
harness, because nothing set a limit. A multi-step task (read some
files, run commands, write a result) stopped half way, and the person
saw an answer that looked final.

The limit is now the runtime setting chats_max_iterations (1 to 500,
default 40, Settings > Tools); a model's agent.max_iterations still
wins. When the tool loop reaches it, the harness sends a paused event
with the limit, and the turn ends with last_turn "paused". A paused
turn counts as finished: waiting messages start the next turn and a
sub-agent reports back. The status line says "Paused, after 40 steps"
and has a Continue button, which sends a message that asks the model
to go on.

A claim that found no waiting message released the chat as "done",
which hid a pause. It now keeps the status the chat had.

Assisted-by: Claude:claude-opus-5-5

* Edit the always-allowed Sandbox hosts in Settings > Tools

Add a list editor for chats_egress_allowed_hosts next to the extra
package registries: the hosts are tags with a remove button, an input
adds one on Enter, comma or Add (a pasted list adds them all), and the
reason an entry is refused shows under the input, with the count out
of 64. The same checks stop Apply on a bad entry, and the server still
has the last word.

The chat's Network panel lists the hosts read only and the row says
how many an administrator always allows while the chat's network is on.
The help text of both settings now says how they differ. Strings are
translated in all nine locales.

Assisted-by: Claude:claude-sonnet-5-5

* Document the always-allowed Sandbox hosts

Describe chats_egress_allowed_hosts in the runtime settings page, the
network section of the add-ons page (including the allowed_host audit
reason and how the list differs from extra registries) and the chats
page.

Assisted-by: Claude:claude-sonnet-5-5

* Let a chat edit, pause and delete the person's triggers

A chat could propose a trigger and list them, but not change one: the
Triggers page and the API could. list_triggers now gives each trigger a
stable ref (not its id) and shows the prompt of one trigger only when
asked. update_trigger and delete_trigger store a change record in the
trigger table: an edit or a delete waits for Apply or Delete on a card,
a pause or a resume applies at once with a receipt. An applied change
can be undone for a day; a delete restores the trigger with its id.

Change records are rows in the database, so every frontend shows and
answers the same card. The new routes under /api/chats/triggers/changes
serve the card and are gated by the triggers feature.

Assisted-by: Claude:claude-opus-5-5

* Show the trigger changes a chat asks for as cards

An edit lists each changed field before and after with Apply and
Dismiss, a delete shows the trigger and its last run with Delete and
Keep, and an applied change is a receipt with Undo. The cards sit below
the message text like the proposal card, and read their state from the
server so a reload shows the same answer.

Assisted-by: Claude:claude-opus-5-5

* Add a Test search button to the web tools settings

POST /api/chats/admin/web/test existed, but no page called it and the
docs showed only curl. The web_search row of Settings > Tools now has
a Test search button. It runs one search with the applied settings and
shows the provider with its first results, or the error a chat would
read.

Assisted-by: Claude:claude-opus-5-5

* Describe undo per tool call in the chats docs

The docs said the checkpoint line of a turn carries the change set of
the turn. A turn checkpoint is taken only by a chat with a VM sandbox,
which the service never sets up, so that rev is always 0. What ships
is one change set per file tool call, with a files_change card on its
tool line. The docs now say so and how to undo a whole turn.

Grouping a turn's changes into one change set in the file store is
left for later: it touches the file store's revisions and the undo of
shared folders.

Assisted-by: Claude:claude-opus-5-5

* Mount the skill folders read-only for the built-in bash

The built-in pdf skill ships scripts, but the commands saw only the
home and the shared folders, so the model could read the scripts and
not run them. The built-in bash now mounts the three skill layers
read-only, at the names the file tools already use: shared-skills,
shared-builtin-skills and shared-addon-skills. A shared folder named
skills moves to "shared-skills 2", so the two never collide.

A read-only mount with subfolders made every command report its
folders as changes the mount refused, because the host backend lists
every folder of its work tree. A folder alone is no change: both
stores now refuse only files, whiteouts and opaque folders there.

The Sandbox add-on mounts only the home; the docs say to copy a
script there first.

Assisted-by: Claude:claude-opus-5-5

* Find the add-on that runs commands by what it shadows

The chats knew the add-on that runs commands from a per-process cache,
filled with the Sandbox's own tool name the first time a chat listed
its tools. Another add-on that replaces bash did not count, so skills
that need commands showed as unavailable. The admin network view read
the same cache: after a restart it said no Sandbox serves until
someone chatted, each frontend of a cluster could answer differently,
and a removed add-on stayed listed.

The tool that runs commands is now the one that shadows bash, as the
spec asks. sandboxRunTool and the cache are gone. The stand-in of an
add-on that cannot work carries the built-in tools it replaces, and
the admin view asks the add-on host which add-on serves bash now: the
pinned one or the oldest running install, and none when the pinned one
is stopped.

Assisted-by: Claude:claude-opus-5-5

* Show international host names in punycode in the network checks

The card-spoofing defence of the sandbox network asks for host names
in their ASCII form, but CheckHost passed Unicode names through. A
look-alike name reached the consent card as text that reads like the
real site.

CheckHost now converts an international name with the IDNA lookup
profile and refuses one with no valid ASCII form. The conversion runs
before the address checks, so full-width digits that spell a loopback
address are refused as loopback.

Assisted-by: Claude:claude-opus-5-5

* Keep the seeded Studio and Talk pins until the add-ons are installed

The upgrade pins Studio and Talk for existing accounts, but both are
add-ons that an administrator installs later. The sweep marked a pin
whose add-on is not installed as missing and deleted it after 30
days, so an administrator who installed Studio late found the seeded
pins gone.

The sweep now records the first time a seeded add-on is present, in
the table of seed runs or the pins file. A seeded pin keeps no clock
until then, and a mark that an older sweep set is cleared. After the
first install the pin follows the retention rule as before.

Assisted-by: Claude:claude-opus-5-5

* Fix two small labels of the Skills and Backends pages

On the Skills page, the skill of an add-on that is not chosen said
"Replaced by <add-on>", the label of a built-in skill that an add-on
serves. It now says "Not active: <add-on> provides it", as the add-on
skills spec asks.

On the Backends page, Clear filters on an empty Installed search left
the library filter set, so the list stayed empty. It now clears the
library filter too.

Assisted-by: Claude:claude-opus-5-5

* Tell the model when no network card can appear

Each turn told the model that a blocked host asks the user. No card
appears when the ceiling is off or no wider than the chat's preset, in
an unattended run or in a sub-agent, so the model waited for an answer
that could not come.

The line now says that a blocked host is refused and nothing asks the
user in those cases, so the model names the host it needs in its
answer.

Assisted-by: Claude:claude-opus-5-5

* Translate six Backends and preview labels in every locale

check, reinstallBackend, deleteBackend and filterLabel of the Backends
page and the label and failed text of the file preview showed in
English in the eight other locales. They now have translations, and
the i18n baseline goes down to match.

Also fix a comment of the home composer that still named the removed
Canvas chip.

Assisted-by: Claude:claude-opus-5-5

* List the admin routes that have no assistant tool, with the reason

The admin oversight routes of saved agents, triggers and connectors
had no MCP tool and no recorded reason, and the other deliberate skips
lived only in code comments. coverage_test.go now keeps them in
adminRoutesWithoutTool with a reason each, and a spec checks that no
route there is also wrapped by a tool. The contributor checklist names
the map.

The tool catalog of the assistant docs said it matched the real one
but missed most tools added since. It now lists every tool, read-only
and mutating, and the actions that stay in the web interface.

Assisted-by: Claude:claude-opus-5-5

* Close the doc and registry gaps of the chats and add-ons

- /api/agent/* answers 404 with the chats_off reason when the chats
  are off, as /api/chats/* and /api/workspace/* do.
- The add-ons docs get an upgrade section: Studio and Talk are
  add-ons, nothing is preinstalled, and users need the addons feature,
  which the upgrade does not grant. It says how an administrator
  installs them (also from a private library) and grants the feature,
  and carries a paragraph for the release notes.
- The migration page no longer lists fork, edit, the chat settings and
  the token counters as removed.
- Runtime settings document chats_vision_model,
  chats_transcription_model and the skill keys of
  chats_tool_providers.
- The docs show POST /api/chats/files/folders,
  GET /api/chats/files/history and the allow route of a connector
  sender.
- The in-tree specs get amendments where the shipped design differs.
- A route test of the tagged suite still set the removed Runs field.

Assisted-by: Claude:claude-opus-5-5

* Look for the kit empty state in the backends regression spec

The Backends page now draws the shared EmptyState of the kit
(ui-empty), not the old dk-empty block, so the regression spec of the
gallery suite found no empty state after a search with no match.
Check the kit's no-results form and its title.

Assisted-by: Claude:claude-opus-5-5

* Ignore a features request that outlives its page in the add-on stubs

stubAddonRoutes answers /api/features by fetching the real flags and
turning add-ons on. A spec that ends while the page polls, like the
one that checks that a viewer without the feature never reads the
list, left that fetch in flight, and Playwright failed the spec with
"route.fetch: Target page, context or browser has been closed" after
its checks had passed. Abort the request when the fetch fails because
the page is gone.

Assisted-by: Claude:claude-opus-5-5

* Bring the gallery-ui case inventory up to date

The suite lists the node unit cases of addons.test.mjs and the
Playwright specs of addons-gallery.spec.js. The inventory missed the
unit cases added since it was written, and one spec was renamed when
the legacy switch came in ("hub: the Add-ons tab appears only for an
account that holds the feature" is now "hub: under the legacy switch
the Add-ons tab appears ..."). The list comes from a local run of
both parts against the UI test server.

Assisted-by: Claude:claude-opus-5-5

* Read spreadsheets, documents and slides in read_document

read_document said "file.xlsx has no text layer; it may be a scan" for
workbooks that some Python libraries write. Their workbook gives the
sheet as an absolute part name (/xl/worksheets/sheet1.xml) and the
cells as inline strings. The text extractor of the harness joined
"xl/" with that name, found no sheet, and returned no text; the tool
then took any empty result for a scanned PDF.

The new package core/services/studio/extract has one entry point,
Extract(ctx, name, data), that returns the text and the structure it
read, for read_document now and for a file indexer later. Office files
go through the files preview reader, which resolves both kinds of part
names and reads inline strings:

- a workbook comes sheet by sheet, rows as tab-separated lines, up to
  2000 rows and 50 columns a sheet, with a note for a cut sheet;
- a Word document gives headings, list items, paragraphs and tables;
- a presentation gives each slide with its title, text and notes.

PDF and EPUB keep the harness extractor. Only a PDF with no text is
reported as a probable scan; an empty Office file is reported as empty.
The preview reader now keeps a Word table as one block with its rows,
and the preview pane draws it as a table.

Assisted-by: Claude:claude-opus-5-5

* Add the missing explorer, library and tools translations

Eight locales had no explorer.json, library.json or tools.json. The
browser asks the server for every namespace of the language it shows,
so an Italian page that used the library answered 404 for
/locales/it/library.json on every load and fell back to English.

The 24 files now exist, translated, with every key of English. The
locale gate counted a missing file as missing keys, which the baseline
allowed. It now fails on a missing namespace file whatever the
baseline says, and the baseline is 24 entries shorter.

Assisted-by: Claude:claude-opus-5-5

* Back off while the add-on service is unavailable

A page that followed an add-on upgrade read the operation every two
seconds, up to 300 times. While the add-on service restarted, each read
waited for its timeout and answered 503, so the log of one session had
48 failed dispatches in a row, and the page only showed the upgrade as
running. The Sandbox state of a chat's Tools menu read once and, on a
503, said nothing more.

The reads of an operation now back off while the service does not
answer: 2, 4, 8, then up to 30 seconds. The upgrade entry says that it
waits for the add-on service and when it checks again, in Activity and
in the details, which also get a Check now button. The Tools menu says
that the Sandbox is starting and reads its state again with the same
back-off, kept for the page, so opening another chat does not ask
again before the wait is over.

Assisted-by: Claude:claude-opus-5-5

* Start a chat with its switches and list them before it exists

The composer of a new chat could not show the Tools and Skills menus,
because the lists and the switches belong to a chat. A chat started
from Home therefore always began with every tool and skill on.

- POST /api/chats takes switches: the add-ons, MCP servers and
  connectors, built-in groups and skills that are off, and the opt-in
  groups that are on. They are checked as the PUT endpoints check them
  and stored with the new record, so the chat never exists without
  them; a bad entry refuses the request and creates nothing. The SQL
  store now writes these lists on create too.
- GET /api/chats/draft/tools and /api/chats/draft/addons list what a
  chat on a model, with a saved agent, could use, every switch in its
  default state. They refuse what create refuses: an unknown or
  forbidden model, an agent without the agents feature, another
  user's agent.

Document both in the chats page and regenerate the swagger.

Assisted-by: Claude:claude-opus-5-5

* Give Home the composer of the chat page

Home drew a smaller message box than the chat page: no files, no
agent, no Tools or Skills menus, no paste to attach, no rich model
list, and its text was lost on a reload. A chat started there could
not be set up before its first message.

Move the composer wiring out of the chat page into one place that
both pages use:

- useChatComposer holds the draft (text and files), the model and the
  saved agent of a new chat, the chat models, the switches and what
  attaching and pasting do.
- ChatComposer draws the model list (fit, vision, memory bar), the
  agent picker, the Tools and Skills menus, the attach buttons,
  dictation, the add-on slot and the vision notice over HomeComposer.
- useChatSwitches has a draft mode: before the chat exists it lists
  from the draft endpoints, a switch changes only the screen, and the
  choices go with the create request. They outlive a change of model
  or agent.

Home now creates the chat with the model, the agent and the drafted
switches, sends the first message with its files and opens the chat.
When the message cannot go, the new chat is removed and the text and
files stay on Home. Its text is kept in the browser across a reload.
Home also gets the shortcuts row, the notices of the chat page and the
line that says whether the model is loaded. Its own slash actions,
widgets, examples and first-run steps stay.

The empty chat page gets the same draft menus. On a phone the chips
of both wrap to a second row, and the Tools and agent menus open as a
sheet from the bottom, as the skills picker does.

Assisted-by: Claude:claude-opus-5-5

* Move add-on settings to the add-on's own page

The settings.sections slot drew every add-on's settings at the end of the
global Settings page, and the Sandbox and Web sections were unstyled: the
add-on UIs used class names the host does not define (btn, btn-primary)
and bare inputs, the SDK offered no form primitives, its muted token
named a property that does not exist, and the slot root was an
inline-flex span that laid a form out in a row.

An add-on's settings sections now render on the Settings tab of its
details on the Add-ons page (/app/addons?detail=<id>&view=settings),
narrowed to that add-on, for administrators only. An add-on page gets a
host Settings link to that tab. The Settings page no longer draws the
slot: an Add-ons group, shown when an add-on has settings, lists those
add-ons with a link each. The old #ad-section-<addon>-<id> anchor
redirects to the tab once the apps list is read. Server settings of an
add-on's feature stay on the Settings page; the tab shows them under
"Server settings for this add-on", with a read-only summary of the
Sandbox network and links to ?group=tools#settings-egress and
#settings-builtin-tools.

The SDK gets a settings kit in sdk.ui (Section, Field, Select,
TextInput, Switch, Choice, StatusChip, Callout, List/ListRow, Code,
Actions, Table, ExternalLink), drawn with host classes and tokens, and
more theme tokens. The Sandbox and Web sections are rebuilt with it:
backend rows with a status chip and the raw reason collapsed in a code
block, a backend choice with one line per option, and the AppArmor and
user-namespace hint (with a docs link) only for the gVisor
"exit status 128 ... cannot read client sync file" failure.

The Settings page showed "Changed, default 30, Reset" next to a 0 for the
audit retention, and the same for the Sandbox network limit, preset and
ports: the server stores 0 or an empty value for a setting never set.
Those fields now read that value as their default, and the retention
input has its unit and bounds.

Assisted-by: Claude:claude-opus-5-5

* Adapt the add-on runtime specs to the new navigation

Three specs of the esm-ui suite still assumed the old shell:

- the Add-ons tab that lists the pages add-ons declare is part of the
  legacy layout, so the navigation spec found no hub subnav; it now
  sets the legacy switch on the server's flags for that page;
- the sidebar has no "Chat" link any more, so the unsaved-edits spec
  could not leave the page; it leaves through Home in the primary
  navigation;
- the shell keeps a notification stream open, so the network never
  goes idle and the spec for a member without the feature waited out
  its timeout; it waits for the server's switches, the account and
  the shell instead.

Assisted-by: Claude:claude-opus-5-5

* Name the legacy Add-ons tab unit case as the esm unit tests do

The esm-ui inventory listed "unit: registry: the Add-ons tab lists
page links only when the registry has usable add-ons", but the unit
test is named "the legacy Add-ons tab lists ...", so the suite could
never match its inventory. Use the name the test prints.

Assisted-by: Claude:claude-opus-5-5

* Say on the Collections page when the embedding model is missing

At startup the server opened a collection and its first embedding call
got 404 from POST /embeddings. The collections embed through this
server's own API with collections_embedding_model, the default
granite-embedding-107m-multilingual, and that model was not installed.
Nothing told the user: uploads and searches just failed.

GET /api/collections now also returns embedding_model and
embedding_model_installed (a loaded configuration of that name, or a
model file of that name). When it is missing, the Collections page
says "No embedding model installed", names the model, and gives an
administrator a button that opens the Models page with a search for
it.

Assisted-by: Claude:claude-opus-5-5

* Report modified times and the upload limit in folder listings

The Files page could not sort by date or show when a file changed: a
folder listing had no time. It also learned the upload limit only after
it had sent the whole file. The default server body limit is 15 MB,
lower than the 256 MiB a workspace file may have, so a large upload
failed late and without a clear reason.

Each listed entry now has "modified", the time of the change set of
its revision. Both workspace stores fill it in List: the JSON store
from its in-memory change sets, the database store with one query per
batch of revisions. The listing also has "max_file_size", the smaller
of the workspace limit and the server body limit, so a client can
refuse a larger file before it sends any byte.

The store contract suite checks the new time against the history, and
the route tests check both fields.

Assisted-by: Claude:claude-opus-5-5

* Add a sortable file list with thumbnails for the Files page

The building blocks of the new file browser, used by the page in a
later change:

- fileBrowser.js: the kind of an entry from its extension, the order
  (folders first, natural and case-insensitive names, then size,
  modified time or type), the filter of a folder, dates in words with
  the full date for a tooltip, the Shift range, the arrow moves of a
  list and of a grid, type-to-find, names that do not clash, why a
  name cannot be used, the name of a pasted screenshot and the view
  settings read back from storage.
- FileList: a grid with sortable column headers or a grid of tiles
  with image thumbnails, a check box per row, a row menu, inline
  rename with the reason a name is refused, rows that can be dragged
  onto folders, and the keyboard: arrows, Shift, Space, Enter, F2,
  Delete, Ctrl+A, Escape, Backspace and typing a name.
- MoveDialog: a folder picker that walks the tree and refuses a move
  into the moving folder itself.
- ActionMenu can open at a point with no trigger (a right click), and
  its trigger can take another icon and class (a split button).
- fileSize also writes gigabytes.

Assisted-by: Claude:claude-opus-5-5

* Add an upload queue with progress, cancel and retry

An upload of the Files page was one fetch per file in a loop: nothing
showed while it ran, one failure stopped the rest, and leaving the
page lost it.

- uploadQueue.js keeps every upload outside React: queued, sending
  with the bytes sent and a smoothed rate, done, failed with a reason
  and whether Try again can help, or canceled. Two files go at once.
  It lives for the whole app, so opening another folder or page does
  not stop an upload.
- filesApi.uploadWithProgress sends the same PUT with XMLHttpRequest,
  which reports upload progress and can be aborted. The server already
  streams the body into the store; nothing changes there.
- useUploads reads the queue and asks before the tab closes while a
  file is on its way.
- UploadTray shows the queue at the bottom of the page: the total and
  the time left, each file with its progress, speed and time left,
  Cancel, Try again with the reason, and a done state that fades out.
  A live region tells a screen reader when uploads start, fail and
  end.
- ConflictDialog asks what to do when an upload has the name of a file
  in the folder: replace it, keep both, or skip it.
- dropFiles.js reads dropped folders with their paths.

Assisted-by: Claude:claude-opus-5-5

* Rebuild the Files page as a file browser

The Files page was a list of links: the store's byte order, the same
icon for every file, three icon buttons on every row, no progress on
an upload, no selection, and on a phone a preview that opened below
the whole list.

Browsing: a breadcrumb that folds a deep path, sortable columns (name,
modified, type, size) with folders first, a list or a grid of
thumbnails, both kept per user in the browser, a filter of the open
folder with a search of every file on Enter, type icons, human sizes,
dates in words with the full date on hover, and Back and Forward
between folders.

Uploads go through the upload queue and its tray: the Upload button
or its folder menu, drops of files and folders anywhere on the page or
onto a folder row or crumb, and paste. A clash asks to replace, keep
both or skip; a file over the server limit is refused before it is
sent.

Selection and actions: click, Ctrl and Shift, check boxes, a selection
bar (Download, Move to, Move to Trash; at the bottom of the screen on
a phone), a row menu and a right click, inline rename and new
folder or file, drag to move, the keyboard, and a toast with Undo for
a delete, a move and a rename.

States: a skeleton on the first load, an error with Try again, empty
states that say how files get here, and a no-match state. The preview
uses the side pane: docked on a wide screen, a sheet on a phone, with
the same actions as the row menu. Trash, History and the Managed by
LocalAI group stay as they were.

Every new string is in the nine languages. The page uses design
tokens only (seven raw font sizes fewer). The specs cover sorting,
the filter, the views, selection and bulk actions, the keyboard, the
menu, rename checks, drag to move, drops, paste, clashes, the size
limit, upload progress, cancel and retry against the real server, and
the error states.

Assisted-by: Claude:claude-opus-5-5

* Fix two specs that fail on the integration branch

The Describe spec of the egress package checked that the no-card line
does not contain "asks the user", but that line says "nothing asks the
user". It now checks for the sentence that promises a card.

The context meter spec gave the chat a 4k context window. The tool
schemas of the chat now take 3k of it, so the turn stopped before the
model request. The spec uses a 16k window.

Assisted-by: Claude:claude-opus-5-5

* Translate the always-allowed hosts note of the chat network row

The three egress keys of the always-allowed hosts were only in English,
so the locale check failed for every chats namespace. The workspace
namespaces now miss two keys fewer, so their baseline goes down too.

Assisted-by: Claude:claude-opus-5-5

* Bring the contracts and host-slots case inventories up to date

The contracts suite has eight new specs for the check of a tool that
shadows a built-in. The host-slots suite runs the unit case of the file
preview slot, which the inventory did not list.

Assisted-by: Claude:claude-opus-5-5

* Add the design of the file text index

The search of the chats' files reads only small UTF-8 text files, so a
PDF or an Office file is found by name only. The design extracts the
text when a file is written, keeps it in LocalAI's own store keyed by
node and hash, checks access at query time and runs one indexer per
cluster under an advisory lock.

Assisted-by: Claude:claude-opus-5-5

* Give extracted documents their pages, sheets and slides

Extract now says where each page, sheet and slide starts in the text,
so a search hit can name its page or sheet. A PDF page starts with a
"## Page N" line, as sheets and slides already start with a heading.
A PDF also stops at a page limit (200 by default) and at the text
limit, which it ignored before, and a panic of the reader is an error.

The test fixtures move to extracttest, with a real text PDF and a
workbook with shared strings, so other packages can build the same
documents.

Assisted-by: Claude:claude-opus-5-5

* Add a store for the text of workspace documents

textindex keeps one entry per workspace node: the text read from a
PDF or Office file, the hash it was read from, its pages or sheets and
its status (pending, ready, failed, skipped), plus the cursor of the
indexer in the workspace journal.

The GORM store keeps a lower-cased copy of the text, so SQL and the
Go matcher agree on every script, and searches it with FTS5 and the
trigram tokenizer on SQLite or a pg_trgm index on PostgreSQL. Without
them it scans the column. The JSON store keeps the metadata in memory
and each text in its own file, and scans the texts. One contract
suite runs on JSON, SQLite and PostgreSQL.

Assisted-by: Claude:claude-opus-5-5

* Index the text of new and changed workspace documents

The indexer tails the workspace journal from a cursor kept in the text
store. A write of a PDF, Word, Excel or PowerPoint file marks it
pending (the same hash only follows the path), a delete removes the
entry and a move rewrites the paths below a folder. Then it reads the
pending files two at a time, with a timeout, a size cap, a page cap and
a text cap, and stores ready, failed or skipped. A panic of the reader
fails the file, not the pass. The same content is read once.

The first pass starts at revision 0, which indexes the files that were
there before, in bounded steps that resume from the cursor. Enqueue
marks an upload pending at once and Forget drops the entries of nodes a
purge erased. In a cluster each pass runs under a new advisory lock,
so one frontend reads.

Assisted-by: Claude:claude-opus-5-5

* Search and read the text of documents in the chats' files

search_files and GET /api/chats/files/search now also search the text
index: after the name and text-file hits come lines of PDF, Word, Excel
and PowerPoint files, as path (page 3, line 40): text, with the sheet or
slide where a document has them. Each entry is shown only when the
caller may read its file now and the file still has the content the
text came from. Documents keep up to a third of the hits. When files
below the path are still pending, the answer says so instead of
"Nothing found.", and the REST result has indexing.

read_file returns the text of a PDF or Office file with the usual offset
and limit, from the index when it matches the file and read on the
spot otherwise. An upload and a write of a chat tool queue the file at
once, and emptying the Trash drops the entries of the purged files.

Assisted-by: Claude:claude-opus-5-5

* Start the file text index with the files and add its settings

With files on, the server opens the text store next to the workspace
index (the auth database, or a folder under the data path) and starts
the indexer. A chat worker searches the index but runs no indexer.

chats_index_files (default on) switches the reading off and
chats_index_max_text_bytes (2 MiB by default, 64 KiB to 16 MiB) caps
the text kept for one document. Both apply at the next pass, and both
are rows of Settings > Tools.

Assisted-by: Claude:claude-opus-5-5

* Show the page, sheet or slide of a document hit on the Files page

Search all files now lists hits inside PDF and Office files with their
page, sheet or slide instead of a line number of the extracted text,
and says how many documents are still being indexed. The strings are
in all nine locales.

Assisted-by: Claude:claude-opus-5-5

* Test finding an uploaded PDF by its words through the routes

The PDF has a generated name and is uploaded with the REST upload. The
search route first reports it as being indexed, then finds it on its
page after a pass of the indexer, and so does the search_files tool of
a chat. Another user finds nothing.

Assisted-by: Claude:claude-opus-5-5

* Document the search inside documents

The chats page says what the index reads, where the text is kept, who
finds it, which search engine each database uses, the two settings,
the backfill and the single-runner mode in a cluster, and how
search_files and read_file answer for documents. The API instructions
and the PDF skill say the same in short.

Assisted-by: Claude:claude-opus-5-5

* Test the indexer on the JSON workspace store

A server without a database keeps the workspace and the text in JSON
files. The indexer follows the uploads, a folder move and a delete in
that journal as it does in the database one.

Assisted-by: Claude:claude-opus-5-5

* Read all of a long document with read_file

The index keeps the first chats_index_max_text_bytes of a document, so
read_file used to stop where the index stopped. It now uses the index
only when it holds the whole text, and reads the document again (up to
16 MiB of text) when the index cut it.

Assisted-by: Claude:claude-opus-5-5

* Start bash in the user's home

The Sandbox's bash and the built-in bash started in /workspace, the
folder that holds the mounts, so a model that ran a script by a
relative path failed and a file it saved there was lost. A call now
starts in /workspace/home, the folder of the user's files: a relative
path is the same file the file tools see. The tool descriptions and
the commands block of every turn say where a call starts and that
only what is saved there is kept. The built-in bash says that the
/workspace paths do not exist on the host and that a shared folder is
next to the home.

Assisted-by: Claude:claude-opus-5-5

* Name files in tool results by the path the model uses

write_file, edit_file and search_files named a file of the home by its
path in the home ("/scripts/build.py") while the model had written
/workspace/home/scripts/build.py, and a model took the two spellings
for two files. The results now give the path the model uses, and
move_file says where it moved the file to. The cards and the change
notes keep the path in the home.

Assisted-by: Claude:claude-opus-5-5

* Name the paths a command's commit did not save

The result of a bash call ended with "N file(s) changed in your files
meanwhile; the sandbox's version was kept as a copy" for every path the
commit refused, also for a file written outside the user's files,
where no copy is kept. It now has one line a path, with the path as
the guest sees it, the reason, and the path of the copy when the store
kept one, so the model and the user can act on it. The host returns
the paths and the copy to the Sandbox add-on relative to the user's
files, as its mounts are.

Assisted-by: Claude:claude-opus-5-5

* Show the files a command saved under its step

A document that a script wrote with bash reached the user's files, but
the chat showed nothing: only the file tools put a file on their step,
and the Sandbox committed for no chat, so the chat's file list, the
chips under the answer and the preview pane never saw the file.

The host now commits a Sandbox call for the chat that ran it (the
action resource of the request names the chat). After each bash call,
of the Sandbox or of this machine, the chat reads the change sets of
the chat that the call made from the shared store and puts the files
on the step's card, next to the card that says who served the call
(session.SetToolFiles; files with path, change set and op on the
card's new files field). The step lists them as chips that open the
preview pane, the chat's clients are told that its files changed, and
the files reach the file list, so the answer gets its chips and the
pane opens on the newest one, as for write_file.

Assisted-by: Claude:claude-opus-5-5

* Keep JSON out of the answer of a trigger run

The workspace skill told the model to put the widget data shape and a
source marker in a trigger prompt. Some proposals then asked the run to
print that JSON, and every run ended its chat with a stray line of it.

The skill now says source and note live inside the data file and are
never the answer, and that a prompt must not ask for JSON. The runner
appends one closing instruction to the first message of every trigger
run: finish with one short plain sentence. The propose_trigger and
update_trigger descriptions say the prompt must stand alone and must
not ask for JSON. Connector chats are talks with people and do not get
the line.

Assisted-by: Claude:claude-sonnet-5-5

* Read the images of a page as base64 for its frame

The bridge of a page reads UTF-8 text only, so the UI could not put a
png or a jpg of the page's folder into the page. A read of the page
file routes with encoding=base64 now returns an image as base64 with
its media type. Only the extensions of an image are read this way
(png, jpg, gif, webp, avif, bmp, ico, svg); any other file is 415, so
this is no way to read an arbitrary binary file. The path checks, the
1 MiB limit, the viewer's rights and, for a shared page, the consent
check are the same as for a text read.

Assisted-by: Claude:claude-opus-5-5

* Let a page use the files next to it

A page runs from a srcdoc with no network, so fetch('news.json'),
<script src="app.js">, <link rel="stylesheet" href="style.css">,
<img src="logo.png"> and import './x.js' all failed without a word.
Models that split a page into files, or load its data with fetch,
made pages that showed nothing.

Before the frame loads, the UI now reads the files that the page names
with relative URLs, with the same calls as the bridge, and puts them in:
classic scripts in place (deferred ones at the end of the body), style
sheets as <style> with their @import and url(), images as data: URLs,
and ES modules as blob: URLs behind an import map, so cycles and
import() work. A page with modules gets blob: in script-src; no other
part of the policy changes. Inside the frame, fetch and XMLHttpRequest
read relative URLs with files.read and answer with a real Response (200,
404 for a missing file, 413, 415); any other URL rejects with "network
is off in pages; put the data in a file next to the page".

Every path is resolved inside the page's folder: .., %2e%2e, absolute
paths, backslashes and protocol-relative URLs are refused, and the
query and the fragment are dropped. The files go in only after a shared
page is allowed, with the viewer's rights. The files that go in are at
most 4 MiB, images 2 MiB; a script or style sheet that does not load
shows a notice in the page. A change of one of these files reloads the
page, as a change of index.html does.

The skills, the docs and the shared pages fixture say and test the same.

Assisted-by: Claude:claude-opus-5-5

* Return tool descriptions from an MCP connector test

A connection test listed only the tool names. A person who adds a
server cannot tell from a name such as "query" what the tool does or
whether to keep the connector on.

The test response now also has tool_details: each tool with the
description its server gives, in the order of tools. tools is
unchanged, so existing clients keep working.

Assisted-by: Claude:claude-opus-5-5

* Add jq, ripgrep, sqlite3 and archive tools to the Sandbox guest

The guest user cannot install packages and apt is blocked by the proxy,
so any tool the model needs has to be in the image. Add jq, ripgrep,
sqlite3, zip, unzip, file and tree to the final stage.

A new check-tools.sh runs in the existing build step and fails the build
when one of these programs, Poppler, git or curl is missing or does not
start.

The list is one constant, GuestTools, in the shared sandbox package. The
Commands block of the prompt of an isolated chat names it. The tool
description (capped at 400 characters, already full) and the turn note
(cut at 400 characters) have no room for it. Tests keep the Dockerfile,
the check script and the Sandbox documentation in line with the constant.

Assisted-by: Claude:claude-sonnet-5-5

* Keep the helper files of a chat in its work folder

A chat asked for a Word document left a 19 KB build script at the top of
the user's home, next to the user's own files. Chats like it leave
scripts, intermediate data, logs and drafts at the top level or in
folders such as scripts/, and nothing tells them apart from what the
user asked for.

Each chat now has a work folder, Chats/<chat folder>/work/ in the
user's home, next to its attachments. The chat takes the name of its
folder at its first turn (checked against the folders and the other
recent chats of the user, so two chats with one title get two names)
and makes the folder only when it is used: before a bash command runs,
or when a file is saved there. The prompt of every turn names the
folder and says what goes in it: scripts, helper code, intermediate
data, logs and drafts go there; the deliverable goes where the user
said or at the top of the home; no new top-level folders for scripts;
a run-once command needs no file. A sub-agent is told its parent's
folder. The descriptions of bash (the Sandbox's, within its 400
characters, and the built-in one) and of write_file end with one short
hint, and the built-in office, apps and workspace skills say the same
in one line.

The steering is soft. When write_file, move_file or a command leaves a
helper file outside the work folder, the result gets one line that
suggests moving it, at most once a turn of a chat.

One function (workspace/workfiles) decides the kind of a file:
working for anything in a chat's work folder, or for a script, a log
or a temporary file by its extension or a folder named scripts, tmp or
scratch; deliverable for everything else, and always for pages, the
LocalAI folder, the shared folders and the files the user attached.
The chat's file list (kind), the files of a command's card
(files[].kind) and the card of a file tool (file_kind) carry it, so the
interface only renders it.

The runtime setting chats_work_folder (on by default) turns the
steering off.

Assisted-by: Claude:claude-opus-5-5

* Stop telling the model that the Sandbox has npm

The guest image has no Node, so the network hints named a tool that
does not exist.

Assisted-by: Claude:claude-sonnet-5-5

* Update the Sandbox description test after dropping npm

Assisted-by: Claude:claude-sonnet-5-5

* Open the links of a page after the person confirms them

A page runs in a frame without allow-popups or top navigation, so a
click on <a href="https://..."> did nothing, and a link to #id loaded
LocalAI's own address in the frame, since a srcdoc resolves it against
the parent. A news page had only dead links.

The bridge of the frame now takes the clicks on links (also with a
modifier, the middle button or Enter) and window.open(), and sends
link.open(url) to the host. The host lets through only an http or https
address without a user name or password, at most 2048 characters;
javascript:, data:, file:, blob:, //host and links to other files of
the page are refused with a message in the console. A bar above the
page shows the site in large type, the whole address, and Open and
Cancel. A host in punycode also says how it reads, since it may imitate
another site. Open is a click in the app, so the new tab is not blocked
and opens with noopener and noreferrer. A page asks at most 5 links at
once, then one every 3 seconds. A link to #id scrolls the page.

The sandbox, the policy of the frame and the consent of shared pages do
not change; a shared page asks the same way.

Assisted-by: Claude:claude-opus-5-5

* Let the items of a Home widget link

A list widget showed each item as plain text, so a digest of articles
or a list of pages could not take the person anywhere. An item now has
an optional url. An http or https address without a user name opens in
a new tab with noopener and noreferrer, and its tooltip names the site;
a path of the app (/app/pages, /app/chats, /app/files and the other
screens a person reads) opens inside LocalAI. The label is the link,
with a focus ring, an underline on hover and focus, and an icon for an
address outside the app.

The widget-data schema checks the url, and the server adds an error in
words that names the item and the rule, so a trigger run that writes a
bad link learns why. The skill and the docs show the field.

Assisted-by: Claude:claude-opus-5-5

* Attach any file in a chat with one button

The chat had three attach buttons (image, audio, file) that all add to
the same list, and the file button's dialog filtered on */*, which
some file dialogs read as a type filter that greys out archives such as
.zip. A chat now shows one Attach file button whose dialog has no type
filter. Composers without anyFile keep the three buttons.

Assisted-by: Claude:claude-opus-5-5

* Accept both Node behaviours for a broken punycode label in the link test

Node 22 refuses the address, Node 24 parses it. Both mean the page never
opens it unwarned.

Assisted-by: Claude:claude-sonnet-5-5

* Show a chat's working files apart from what it made

The Files pane, the steps and the preview treated a helper script like
the document the user asked for: a 19 KB build script was listed next
to the document, got a chip under the answer, and the preview opened on
whichever file was newest.

The interface now renders the kind the server puts on each file. The
pane lists what the chat made first and folds the working files into
one quiet heading under the rest, "Working files · 2", with a line that
says what they are; opening it shows their rows, which preview like any
file. A working file opened from a step unfolds the group. The preview
that opens by itself after a turn picks the newest file that is not a
working file, and the chips under the answer name only those files. A
step that saved working files lists them as one line, "Also saved 2
working files", that opens to their chips, and the file of a write_file
step that is a working file is a quieter chip. The files the user
attached are unchanged.

Assisted-by: Claude:claude-opus-5-5

* Add a search field and a segmented filter to the UI kit

The Agents views each drew their own toolbar: a search box capped at
320 px on the agents list, round chip filters on the triggers history,
and a bare checkbox on the tasks page. Add-ons already had the look the
product wants (a search that fills the row and a segmented tray), but
only as add-on classes.

SearchField and Segmented are that toolbar as two small primitives with
ui-* classes and token values only. Segmented buttons carry their id in
data-filter, so specs can press them. The README shows how to use them.

Assisted-by: Claude:claude-opus-5-5

* Draw an agent task run as a history row with its output

The jobs of an agent task were table rows that opened to bare <pre>
blocks: no copy, parameters printed as k=v, the traces in a raw
<details>, and "by manual" in the server's words.

RunItem is one run of a history list: a toggle, the state chip, what it
was and what happened, when and for how long, small actions, and the
details that open under it. OutputBlock draws an answer or an error in
mono with a Copy button. JobRow and JobDetail use them for a job: the
values it ran with as labelled chips, the answer or error, the steps,
the webhook outcome and a link to the chat that holds the run. Times
show as words with the full date as a tooltip.

The agent task helpers gain the pure rules the page needs: the jobs of
a task, the run filters (waiting and running count as in progress), the
on/off filter and search of the task list, the field errors of a save,
how a job started, and the API call that runs a task by name.

Assisted-by: Claude:claude-opus-5-5

* Create, edit and run agent tasks in a side sheet

The task form opened as bare fields above the list, with a checkbox for
On and a Save button that was only disabled when a field was missing.
Run with parameters was a second inline form in the same place.

TaskSheet is a side sheet with three labelled groups (about, who runs
it, what it does), help under each field, the parameters the prompt
asks for as chips while you type, and an On switch. Save checks the
required fields, says next to each one what is missing, and moves the
focus to the first. RunSheet asks for each value the prompt names and
shows the prompt as the task will receive it.

Assisted-by: Claude:claude-opus-5-5

* Show the details of an agent task in a pane with tabs

A task had no details view: its prompt, its runs and the way to run it
over the API were only in the lede of the page.

TaskPane is the kit's side pane with three tabs. Overview shows who
runs the task, the values it asks for, the prompt and a curl call that
runs it by name, with Copy. Runs lists its jobs. Settings holds the On
switch, the webhook count and Delete. Run and Edit stay in the footer.
The tabs move with the arrow keys, Home and End.

Assisted-by: Claude:claude-opus-5-5

* Rebuild the agent tasks page from the shared list pieces

The tasks page looked unstyled next to Add-ons and the agents list: two
raw tables under uppercase eyebrows, a bare checkbox for All users,
forms that opened above the list, three text buttons on every row, and
on a phone a table that broke names one syllable per line.

The page now uses the same pieces as the polished pages. The header has
one line and New task. A toolbar holds the search, an All/On/Off filter
and, for an administrator, an All users switch. Each task is an agent
row: a tile, the name, two lines of description, who runs it and what
it asks for, the last run's state and time with the run strip, an On
switch, Run and a menu. A task with no parameters runs at once. The
name opens the details pane; New task, Edit and Run open the sheets.
The run history is grouped by day, with a state filter, a task filter
and Show more. A job is deleted after an in-page question. With no
tasks the page explains what one is, with an example; a failed load
shows the error with Try again. On a phone the controls grow to 44 px
and the filters scroll sideways.

New strings, and the task strings that existed only in English, are in
all nine locales; the strings the page no longer uses are gone. A new
stubbed spec covers the list, filters, sheets, pane and history, and the
real-server spec follows the new controls. The docs describe the page.

Assisted-by: Claude:claude-opus-5-5

* Rebuild the MCP connectors page on the Add-ons patterns

The page read as a form: every connector was a row of raw controls (a
checkbox, a Test button, red Delete text), the add form pushed the list
down, a test result vanished on reload, and the frame was narrower than
the pages next to it in the sidebar.

The page now uses the same blocks as Add-ons and Files:

- Full page width and the shared PageHeader with a one-sentence purpose
  and "Add connector".
- The Add-ons toolbar (search and a state filter with counts) from four
  connectors, and the Add-ons rows: a monogram tile, a state chip
  (Connected, Needs sign-in, Can't connect, Not tested, Off), one line
  with the tools or the reason, a meta line, the kit Switch and a menu.
- Details in the shared SidePane: the switch, the last test, the tools
  with their descriptions and a search, the connection with the query of
  the address hidden, and what is saved.
- Add and edit in the shared SideSheet: kind first, grouped fields with
  inline checks, masked secrets with show and hide, then "Save and
  test", the result with the tools, and Turn on. Escape and Cancel ask
  before they drop typed changes.
- An empty state that says what a connector is for.

The last test of each connector is kept in this browser with a hash of
what it tested, never the address or a secret, so the page shows the
last known state after a reload. Strings are in all nine locales.

Assisted-by: Claude:claude-opus-5-5

* Document the MCP connectors page and its states

The MCP servers section now describes the add sheet (kind, checks,
masked secrets, Save and test, Turn on), the states a connector shows,
where the last test is kept, the search and the filter, and the details
pane. The test example shows tool_details.

Assisted-by: Claude:claude-opus-5-5

* Render a preloaded page without its loading placeholder

A page that was preloaded still showed the route's loading placeholder
when it opened: React.lazy suspends once on its first render even when
the chunk is already in memory, and React keeps a fallback on screen
for at least 300 ms once it shows one. Opening a chat from Home showed
a blank page for that time.

The page loader now remembers the module once it has loaded and hands
it to React.lazy as a thenable that resolves at once, so a preloaded
page renders in the same commit. A preload of a segment now warms
every page registered under it: /app/chats is the chat page, its
connectors and its conversion page, and before only the last one
registered was preloaded.

Assisted-by: Claude:claude-opus-5-5

* Move the composer from Home into the new chat in one gesture

Sending the first message on Home was a hard cut. The page stood still
while the chat was created, then showed a blank placeholder, the empty
"new chat" screen with its composer in the middle, an empty thread
with the composer at the bottom, and only then the message, while the
sidebar folded and moved the whole column. Focus was lost.

Now Send fades the rest of Home and keeps the composer in place while
the message goes. When the send has answered, a view transition moves
the composer to the dock of the chat, lifts the text out of it into
the message, moves the attached files with it and folds the sidebar in
place; the model's indicator comes in after the message has landed and
the empty composer has the focus. The chat page draws the message from
what Home already knows (a small hand-off store: the chat record, the
text and the files, with the local copy of an image for its thumbnail)
and keeps the same row when the server's transcript replaces it, so
nothing is drawn twice or animates again. What is sent to the server
does not change.

A browser without view transitions gets a FLIP slide of the composer
and the message (Web Animations, transform and opacity only). Less
motion gets a short cross-fade, or an instant switch. A send that fails
brings Home back, shakes the composer and keeps the draft; a second
Enter while one send is in flight sends nothing. The draft is cleared
when Home closes, so the box never shows its placeholder on the way.

Focus mode folds the sidebar in a layout effect, so the fold happens in
the frame the conversation appears. One motion token is added,
--dur-glide (360 ms), for a part that travels to its place on the next
page.

Assisted-by: Claude:claude-opus-5-5

* Draw the triggers as rows and their history like the task runs

The triggers page used a table with a switch column next to the agents
card list, folded its list behind Hide, filtered the history with round
chips, and on a phone cut each history row at the right edge.

Each trigger is now an agent row: a clock or folder tile, the name, the
schedule in the server's words, the agent or model and when it runs
next, the last run's state and time with the run strip, an On switch,
Run now and a menu. The week sentence sits under the Run history title.
The history uses the segmented filter and the same run rows and day
headings as the agent tasks, with Show more after 30 runs; an open run
shows its reason with Copy. On a trigger page the prompt comes before
the runs, in the body face, the On switch is the kit switch, and the
runs stop at 10 with Show more.

Assisted-by: Claude:claude-opus-5-5

* Use the shared search and the full width on the agents list

The agents list stopped its search at 320 px and used the content width,
while the Triggers and Tasks views next to it use the full width, so the
title and the view tabs moved when you switched views.

The list now uses SearchField, which fills the toolbar row as on
Add-ons, and the full page width like its sibling views.

Assisted-by: Claude:claude-opus-5-5

* Polish the agent task sheets and pane after a visual review

Screenshots of every state showed a few rough edges:

- The name placeholder looked like a filled-in value next to the error
  "Give the task a name". The name field has no placeholder now, and
  the prompt placeholder starts with "For example:".
- A task run by an agent showed the agent id until the agents were
  read. It says "Agent" until then.
- A run opened in the details pane also opened in the history, and the
  two copies shared an element id. The pane keeps its own open runs and
  ids.
- A failed run in the pane drew its meta line in red; the title carries
  the error colour there now.
- A group title that is not a legend had a double gap under it, and the
  kebab menus were under 44 px on a phone.

Assisted-by: Claude:claude-opus-5-5

* Cover the code files of a shared page in its consent

The consent to a shared page was kept against the hash of index.html
and page.json. The UI also puts the scripts, style sheets and modules
next to the page into it before it runs, so the author could change
app.js after a viewer allowed the page and run new code without asking
again.

The server now finds the same files as the UI's inliner: every script
src, stylesheet link, relative CSS @import and module import of the
folder, followed through the module graph. Their content hashes go into
the hash of the page, and a file the page names that is missing counts
too, so adding it later also asks again. Data files and images stay
out, so saving data does not ask again. The files are listed as
code_files. What a file names is kept per content hash in a small
per-frontend cache, which only saves reads.

Two more checks close the gaps around it. A frame of an older version
that reads a changed file of code gets 409, so a script edited while
the page is open never runs under the old consent. The UI puts no text
file into a shared page that is not in code_files, so if the server and
the UI ever disagree, the file fails to load instead of running outside
the consent. The trust sheet names the files of code when only one of
them changed.

Assisted-by: Claude:claude-opus-5-5

* Let a page be a tile on Home in its compact mode

Home widgets could show a list, a number or the last chats, but not one
of the pages a person or the assistant built. A page can now be a tile.

A page opts in with a widget block in page.json: a size (small, medium
or large, the height of the tile) and an optional short title. A
widget of type page in LocalAI/home.json names the page, and a folder
id for a page of a shared folder. The server takes at most three page
widgets and says why in words, and refuses a name that is not a page
name.

The tile runs the page in the same sandbox and bridge as the full
view. The page reads localai.page.mode ("widget" in a tile, "page"
otherwise) and localai.page.size, and <html> carries data-mode and
data-size, so the page decides how its tile looks instead of being
shrunk. The tile reserves the height of its size, builds its frame only
once it scrolls into view, tells the page through a new visibility
event when it goes out of sight or the tab is hidden, takes the frame
down far off screen, and keeps at most three frames alive. It has a
title bar with Open page and a refresh button, a skeleton while it
loads, Retry on an error, and the link question of the full view. A
page that is gone or has no widget block shows a calm line with a link
to Customise Home; a shared page that the viewer has not allowed shows
Allow this page, which opens the same trust sheet.

Customise Home lists the pages with a widget block, with the size of
their tile. The task board starter has a compact view, the skills tell
the assistant how to put a page on Home, and the docs describe it.

Assisted-by: Claude:claude-opus-5-5

* Give the Files upload its own size limit

The Files page upload was capped by the general --upload-limit (15 MB
by default), although a workspace file can be 256 MiB.

Make 0 the default of --upload-limit, meaning not set. When it is not
set, the general routes keep the 15 MB limit and the Files upload route
skips it, so the workspace file size is its limit. When the operator
sets a value, it applies to the Files upload too, lower or higher (a
file never exceeds the workspace size). The max_file_size of a folder
listing reports the limit in force.

Assisted-by: Claude:claude-sonnet-5-5

* Refuse writes of code files from a page

A page loads its own scripts, modules and styles, so a page that could
overwrite app.js or style.css would run new code on its next load. The
page bridge now writes data files only.

The server refuses a write whose final segment has a code or document
extension (js, mjs, cjs, css, html, htm, svg, xml, xhtml, wasm), is named
index, or is page.json, with 403 and a clear message. The check applies
to the page routes only; the Files page and the assistant's file tools
keep full write access. The judgement lives in pages.IsCodeFile and is
mirrored by isCodeFile in the web host, which refuses early with the
error code forbidden. Both run one table of cases, covering case, double
extensions, trailing dots and spaces, percent-encoding, backslashes and
lookalike dots.

Assisted-by: Claude:claude-sonnet-5-5

* Make the trigger tools a built-in group a chat can switch off

propose_trigger, list_triggers, update_trigger and delete_trigger were
added to every chat a person starts, with no switch. They are now four
entries of the built-in tool registry in one group, triggers, so the
Tools menu, the tools panel, the draft list and the builtins switch
endpoint handle them like the web group. The group is on by default.

A trigger or connector run and a sub-agent still never get them. The
panel lists the group as not usable, with a reason, for those chats,
for a user without the triggers feature, and not at all when the server
runs no triggers. The group has no runtime setting, so the registry
gets an Unlisted flag and Settings > Tools skips it. The panel now
builds every grouped tool to learn whether it is usable, not only the
opt-in ones.

Assisted-by: Claude:claude-sonnet-5-5

* Show the Triggers group in the chat Tools menu

The menu rows come from the groups the server lists, so the row needs
only its label in the nine locales. A Playwright spec covers the row,
its switch request, Select all and Disable all, and the disabled row
with its reason.

Assisted-by: Claude:claude-sonnet-5-5

* Talk about settings, not the files behind them

The settings cards, the shortcuts row, Home and the change notes in a
chat named the files that hold a person's settings: "Defined in
LocalAI/shortcuts.json", "Layout is in LocalAI/home.json", "Saved
LocalAI/persona.json". A person changes their shortcuts or their Home,
not a file, and the Files page still shows the files to whoever looks.

The "Stored in", "Defined in" and "Layout is in" lines are gone; the
history line keeps Versions, Revert and the Invalid badge. The notes
say what changed ("Saved your shortcuts.", "Created the page Task
board."), the errors name the setting or the widget instead of a path,
and the Source view says "The settings as text" instead of JSON and
schema. A failed save now says what happened in one plain sentence and
keeps the server's own words under a collapsed Details. The drafts that
"Edit with the assistant" puts in the composer no longer carry the
path; the built-in workspace skill already maps shortcuts and Home to
their files.

All nine locales are translated; only the changed keys moved, and four
keys that nothing reads any more are removed.

Assisted-by: Claude:claude-opus-5-5

* Drop internal names from the skills, add-ons and tasks copy

Other pages used words that only make sense to someone who knows how
LocalAI is built:

- Skills said "a folder with a SKILL.md" and "the file workspace". It
  now says what a skill is for, and that skills need Files.
- The add-on notes blamed "the owner", the internal name of the server
  that runs add-ons. They now say what happened to the action, or that
  the add-on service is not available; a private library names a
  credential "an administrator configured on this server".
- The Tasks header listed an API route, and the first-run wizard spoke
  of a "host bash fallback". The memory line of Settings no longer
  mentions "the resources endpoint".

All locales that have these keys are translated. The skill delete
dialog, the unused skills intro and the Tasks header exist only in
English and change only there.

Assisted-by: Claude:claude-opus-5-5

* Fail the unit tests when UI copy names implementation details

A new test reads every string of every locale and fails when one names
a settings or data file (.json, .yaml, LocalAI/), an API route or HTTP
method, a setting key (chats_*), an environment variable, a format
word (JSON, YAML, schema) or a path shown as code. Plain words such as
"schema" and "endpoint" are checked in English only, since other
languages use them for other things.

Operator pages may still name the model configuration, the metrics
route or a startup setting that the docs name. Those keys are listed in
ui-copy-allowlist.json, each with the audience and the reason. The list
only shrinks: an entry whose string no longer needs it, or whose key is
gone, fails too.

Assisted-by: Claude:claude-opus-5-5

* Name the triggers group in the chat tools routes

The routes that list and switch the built-in groups of a chat said only
"a name such as web". They now name all three: web, triggers and
saved_agents, with the tools of each.

Assisted-by: Claude:claude-opus-5-5

* Make the built-in skills answer in plain words

The skills told the model to report file names, folders and formats
after a change. Add one rule near the top of localai-workspace and
localai-apps: do the work with files, but say what changed, and name a
file only when the user did or asks. Replace the example replies that
carried paths, keep every path that says where to write, and pin the
rule with a test.

Assisted-by: Claude:claude-sonnet-5-5

* Apply the Go 1.26 modernizers to the latest Studio code

go fix suggested slices.Contains, strings.SplitSeq and range-over-int
on lines added since the first pass. ParseSearchProviders had the same
hand-written membership loop, so it uses slices.Contains too. Only
lines that the branch added since then are changed.

Assisted-by: Claude:claude-opus-5-5

* Share the blob wait and the counting of the two workspace purges

The JSON and GORM stores each had the 2-minute default for the blob
grace, the same switch that reads the BlobGrace option, and the same
loop that counts files, folders and bytes per revision. They now call
blob.Grace and PurgeResult.Add, both with specs. The SQL and the
in-memory walk that pick the nodes stay in each store.

Assisted-by: Claude:claude-opus-5-5

* Read the upper layer of a sandbox in one place for both stores

The JSON and GORM workspace stores had the same readUpper, place,
joinRel, depth and sortedKeys, with the same upperSet types. They move
to workspace/internal/upperset, which has its own specs. The commit
algorithm that applies the set to the nodes stays in each store; it
needs a storage interface first.

Assisted-by: Claude:claude-opus-5-5

* Let chat attachments use the 1 GiB message limit

The docs promise 1 GiB for a message with attachments, but the general
body limit (15 MB by default) ran first, because only the Files upload
skipped it. Skip it also for a multipart POST to the messages route
when the operator set no --upload-limit. A JSON message keeps the
general limit, and an explicit --upload-limit still wins. A message
that goes over the 1 GiB limit now gets 413, not 400.

Assisted-by: Claude:claude-opus-5-5

* Name the read_file tool in the skills index header

A weaker model read a built-in skill with the wrong path and then tried
the Sandbox, which cannot see skill folders. The header now says which
tool reads a skill and that the shown path is the one to use, before it
mentions where the user's own skills go.

Assisted-by: Claude:claude-sonnet-5-5

* Tell the model that skill folders are not in the Sandbox

The Commands block of an isolated chat now says that skills are read
with read_file. The Sandbox tool description and the per-turn note are
at their size caps, so the sentence goes in the system prompt.

Assisted-by: Claude:claude-sonnet-5-5

* Point read_document at read_file for text files

read_document reads PDF, Word, Excel, PowerPoint and EPUB files. For a
Markdown or text file it said only that the file is not a document it
can read. The error now names read_file.

Assisted-by: Claude:claude-sonnet-5-5

* Tidy the text index stores and the indexer pool

The two stores wrote the default limits 20 and 100 as numbers in five
places; they are now named constants, so the stores cannot drift. The
JSON store checks a missing file with errors.Is. The indexer starts its
readers with wg.Go and keeps the first error inline, which drops the
cmpErr helper.

Assisted-by: Claude:claude-opus-5-5

* Refuse the server's public address in the Sandbox proxy

web_fetch refuses the addresses of the server: its interfaces,
loopback and the host of the external base URL. The Sandbox proxy runs
in the add-on process and listed only the interfaces of its own
machine. Under "All public sites", an always-allowed host or an Allow
card, a command could reach the LocalAI API through the public name or
address of the server, a NAT address or a proxy in front of it.

The host now keeps one list for both. The application builds it once,
gives it to web_fetch, and sends it as CIDR strings in the new self
field of every egress.check allow. The proxy keeps the last list it
got and refuses it on each dial, besides its own interfaces, also for
an allow it cached. safehttp gets the codec and a join of deny lists,
so both sides read the list the same way.

Assisted-by: Claude:claude-opus-5-5

* Check the TLS server name on every port of the Sandbox proxy

The proxy checked the ClientHello only on CONNECT to port 443. An
always-allowed host pinned to another port, or any port added to
chats_egress_ports, was a raw tunnel: a command could open TLS to
another tenant of the same front through it. The docs said the server
name must still match.

On other ports the proxy still waits for nothing, since the protocol
may be anything and the server may speak first. But when the first
bytes from the guest are a TLS handshake record, it reads the whole
ClientHello and passes it on only when the server name is the CONNECT
host; otherwise it closes the tunnel and audits the reason sni.

Assisted-by: Claude:claude-opus-5-5

* Say what sent each notification

The inbox only knew whether a notification was about a run or needed
attention, so a trigger that was switched off and a connector that was
switched off looked the same. Each notification now carries a source:
trigger, connector or system (the conversion of old data). The list
endpoint returns it, and items stored before have none.

Assisted-by: Claude:claude-opus-5-5

* Say where a skill is when a read of it fails

When read_file, read_document or list_files fail with not found for a
path that names a skill of the chat (a wrong skills folder, or just
<name>/SKILL.md), the error now gives the skill's real path and says to
read it with read_file. The skills come from the chat's own resolver, so
every layer, add-on and per-user switch is respected, and nothing is
looked up unless a read fails.

Assisted-by: Claude:claude-sonnet-5-5

* Keep the last valid Sandbox network lists when a value is bad

The settings endpoint refuses a bad chats_egress_allowed_hosts with the
reason, and the runtime settings file keeps the value in force. A bad
value that reached the configuration another way was dropped with no
log line: the always-allowed hosts and the extra registries became
empty, and a bad port list fell back to 80 and 443, which can widen a
narrower list.

Each of the three lists now keeps the last value that parsed, logs a
bad value once, and uses the default only when the process never saw
a valid one. The parse runs again only when the value changes, not on
every egress.check.

Assisted-by: Claude:claude-opus-5-5

* Use the keyless chain of the built-in search in the Web add-on

The add-on replaces the built-in web_search, but its keyless provider
was DuckDuckGo alone. DuckDuckGo often answers data-center addresses
with a bot check, so installing the add-on without a key made search
worse than the built-in, which falls back to the Brave Search and Bing
result pages.

The keyless entry of the add-on's order (saved name duckduckgo) is now
the built-in chain from pkg/web/search: DuckDuckGo, then the Brave
Search page, then the Bing page, with the same cool-down. The status
tool reports the providers in their cool-down, and the Settings tab
shows them with the reason. Test the providers gives one row for each
page of the chain.

Assisted-by: Claude:claude-opus-5-5

* Fix the GitHub hosts in the Q1 row of the egress design

The Q1 row still listed raw.githubusercontent.com on the registries
list. The owner decision below it and registries.json exclude it,
since it serves any user content, and add
release-assets.githubusercontent.com. The row now says the same.

Assisted-by: Claude:claude-opus-5-5

* Keep one private-address rule for the network cards

A card asked whether its host is a private IP literal by calling
egress.Admits with a made-up ceiling, which re-derived the rule that
egress already has. egress.PrivateLiteral is now exported (with a spec)
and the card uses it. The two String methods of an allowed host write
host:port with net.JoinHostPort, which brackets an IPv6 literal the
same way the hand-written code did.

Assisted-by: Claude:claude-opus-5-5

* Read a unique constraint violation in one place

The jobs and triggers stores had the same isUniqueViolation, and the
saved agents store had the same test inline before it looked for the
name index. They now call dberr.IsUniqueViolation, which has specs for
the SQLite and PostgreSQL error texts. The workspace store keeps its
own stricter match.

Assisted-by: Claude:claude-opus-5-5

* Ask before a Home widget link opens another site

A list widget turned an http or https item into a plain link to a new
tab. Its data file is written by trigger runs and the assistant, which
read web text, so a planted link opened with one click, and only a
tooltip showed the host. A link of a page asks first.

An external item link now opens the confirmation bar of page links in
the widget: the site, the full address, the punycode warning, and Open
or Cancel. A link inside the app still navigates directly. The bar
takes a label, so the widget says that it wants to open the link.

Assisted-by: Claude:claude-opus-5-5

* Prune the audit of the commands run on this machine

The audit of the built-in bash had no retention: the database table
grew without bound in a cluster, with commands of up to 4 KiB each.
The Sandbox network audit had chats_egress_audit_days and a daily
prune under an advisory lock.

Both audits record what the commands of the chats did, so the host
command audit now uses the same retention and is pruned in the same
daily pass: one frontend of a cluster, under the same lock; a
standalone process alone. The GORM and file stores get Prune. No new
setting.

Assisted-by: Claude:claude-opus-5-5

* Save the Studio JSON stores with atomicfile.WriteJSON

Seven stores (agents, connectors, jobs, MCP connections, notifications,
push subscriptions and triggers) encoded their state and then called
atomicfile.Write with the same four lines. atomicfile.WriteJSON does
both and has specs. The load side stays in each store, since the error
messages differ.

Assisted-by: Claude:claude-opus-5-5

* Build the result page walkers of the keyless search on one walk

hasChallenge and firstByClass each had their own recursive walk that
stopped at the first match. They are now predicates passed to
firstElement, which already did that walk. The order of the walk and
the element tested first are the same.

Assisted-by: Claude:claude-opus-5-5

* Expire network cards that a dead frontend left pending

Pending network cards expired only on the turn-end path of the process
that ran the turn. When that frontend died, its cards stayed pending
in the chat record, counted toward the cap of three, and gave the next
turn's connections cards-full blocks. The UI showed them as waiting.

A card now names the turn that asked it. One rule, shared with the
command card in a later change, says whether a card still has a
waiter: its turn holds the chat and its wait has not run out. A card
that fails it reads as expired, takes no place under the cap, and is
expired in the record when the next card is asked, when the next turn
starts, or when the reaper ends the dead turn.

Assisted-by: Claude:claude-opus-5-5

* Reuse ChooseProvider for the expected add-on of a tool

shadowers.expected repeated ChooseProvider line for line: the pinned
add-on when it is installed, else the oldest install. It now calls it.
commandFiles kept an order field and sorted the nodes of a map by it;
it now appends each node to a list when it first sees it, which gives
the same order without the sort.

Assisted-by: Claude:claude-opus-5-5

* Do not print a nil error when a key or entry is missing

Three checks joined "the read failed" and "the read found nothing" in
one branch, so the second case wrote "<nil>" into the message: the
VAPID keys of push notifications, the sealing key of connectors and a
rendered catalog entry. Each case now has its own message. The message
of a failed read does not change.

Assisted-by: Claude:claude-opus-5-5

* Check the close errors and rename the tool variables

golangci-lint failed on the new studio code. Five deferred Close calls
and one Fprintf into a hash dropped their error, and two locals named t
made forbidigo read `t.Run` as a testing call. Discard the errors
explicitly and name the locals tool.

Assisted-by: Claude:claude-opus-5-5

* Make the file text index forget purged files and say its limits

Three gaps of the text index of documents:

- A purge dropped the index entries of what it erased in a goroutine
  that only logged its errors, and the purge had already erased the
  journal rows. A crash or a store error left the text in the database
  for good. Each pass of the indexer now also checks a batch of entries
  (200 every 30 s, round all of them) and deletes those whose node is
  gone, so what a failed Forget leaves is removed.

- A document search stopped at 20000 files or 64 MiB of text without a
  word, and the "still being indexed" count stopped at 50. The search
  now sets Limited (search_files says "results limited", the REST
  answer has "limited", the Files page shows a note), and the count is
  the number of pending entries below the path.

- read_file extracted a long document again for every page, up to 50
  MiB and 60 s each time. The first read keeps the whole text in the
  index store by content hash (a new documents table, or files in the
  JSON store), and the next pages come from it. The text goes away with
  the last entry of that content, on delete and on purge.

Search reads the text without its folded copy, which only the database
needs.

Assisted-by: Claude:claude-opus-5-5

* Stop the PDF reader when the extraction gives up

The PDF and EPUB reader runs in a goroutine, and the call returns after
60 seconds when it is slow. The goroutine went on reading every page,
since its context ended only with the caller's. It now gets a context
that ends when the call returns, so it stops at the next page. What
the call returns does not change.

Assisted-by: Claude:claude-opus-5-5

* Compare the code files of a shared page as the store does

The guard that refuses new code to a frame of an older version compared
the name it reads with the names of the page's code exactly. The
workspace folds case, so an old frame that read Index.html or JS/App.js
got the new code with no 409. Compare names in the store's form
(workspace.FoldName), as the write check already does, and test the
case variants.

Assisted-by: Claude:claude-opus-5-5

* Expire the command card of a turn that is over

The card of the built-in bash was cleared only by a defer in the call
that asked. When that frontend died, the card stayed in the chat
record. The chat hid it only while no turn ran, so the next turn
showed it again, and an answer to it reached no one but still got 204.

The card now names its turn and when it was asked, and follows the
same rule as the network cards: it waits only while that turn holds
the chat and its five minutes have not run out. GET /api/chats/{id}
shows only such a card. The next turn and the reaper clear a card left
behind, and the waiting call clears only its own card, so it never
removes a newer one. An answer to a card with nobody waiting is
410 consent_expired, and the chat shows the card as not answered, with
no buttons. The store gets UpdateHostConsent, an atomic change of the
card.

Assisted-by: Claude:claude-opus-5-5

* Answer a trigger change once across frontends

ApplyChange, UndoChange and DismissChange checked the outcome of the
change record under a mutex of one process, then wrote the store. Two
frontends could both see a pending change and both apply it, or both
undo it.

Add Store.SetOutcome, a conditional update of the outcome (only from
the outcome it names), to the GORM and JSON stores and to the store
suite. The three answers now claim the record with it before they
write, give the outcome back when the change itself fails, and answer
ErrProposalAnswered (409) when another request won. A test runs the
two answers on two frontends at the moment between the read and the
write, for an edit, its undo, and a delete.

Assisted-by: Claude:claude-opus-5-5

* Add the shadowers spec to the tables-tools inventory

The tool adapter gained a spec that lists the add-ons that replace a
built-in in any state. The tables-tools suite runs every spec of that
package, so verify.sh found one case more than the inventory holds.

Assisted-by: Claude:claude-opus-5-5

* Offer Clear filters when the backend Catalog shows nothing

The Installed view had a Clear filters button in its no-results state;
the Catalog view did not, although the spec asks for it in both. Move
the button to one place and show it in the Catalog when a search, a
type filter or a library filter leaves no row. Add Playwright specs for
both views, which the earlier Installed fix lacked.

Assisted-by: Claude:claude-opus-5-5

* Give the chat settings without an assistant tool their reason

chats_max_iterations, chats_work_folder, chats_index_files and
chats_index_max_text_bytes had no MCP tool and no entry in
adminRoutesWithoutTool, and the older chats_saved_agents,
chats_suggestions, chats_vision_model and chats_transcription_model
were unlisted too. Add each with the reason it stays a person's choice
in Settings: they apply to every user's chats, and the step limit is
one a model must not raise for itself.

Assisted-by: Claude:claude-opus-5-5

* Remove the stray allowed-hosts keys from the chats inbox locales

allowedHosts, allowedHostsOff and allowedHostsNote sat twice in eight
locales: under egress, where English has them and the UI reads them,
and again under inbox, where nothing reads them. In de and ko the two
copies had drifted apart. Delete the inbox copies and keep the egress
ones.

Assisted-by: Claude:claude-opus-5-5

* Bring three design specs in line with what shipped

- web tools and shadowing: the status still said phase 2 waits; both
  phases shipped. Note that the Web add-on's keyless entry is now the
  built-in keyless chain.
- Home front door: Home now creates the chat and sends the first
  message itself, with a short-lived hand-off to the chat page, and
  its composer takes attachments. Both were described the old way or
  as out of scope.
- chat footer: the meter bar is 96 px with the tokens left, and a phone
  keeps the bar and the tokens left, not the percentage only.

Assisted-by: Claude:claude-opus-5-5

* Store the command card's answer and read it back every two seconds

The answer to the command card of the built-in bash went only as a
bus message. When the message was lost, the call waited the full five
minutes and ended as not answered, although the person had clicked.
The network card stores its answer first and re-reads the card every
two seconds.

The command card now does the same, through one shared pair of
helpers: listenConsent subscribes before the card is stored, and
waitConsent wakes on the bus message or every two seconds and reads
the record, which holds the truth. The network card uses the same
helpers. HostExecDecide writes the decision to the card atomically
before it sends the message: the same answer twice is 204, the other
answer 409 already_answered, and an answered card is no longer shown
as waiting.

Assisted-by: Claude:claude-opus-5-5

* Load skills by name with a load_skill tool

A weaker model failed to read a skill at the path the index showed. The
chat now has a built-in load_skill tool that takes a skill's name and
returns the instructions of its SKILL.md, without the frontmatter.

The tool reads the same resolved skill set as the index: the nearest
skill of each name, the chat's switches, the add-ons the chat can use
now and the grants of its agent. It reads through the user's rights.
When the skill's folder holds other files, the answer starts with the
base directory and names up to 20 of them for read_file; a chat without
read_file gets the instructions only. A skill that needs commands, in a
chat that cannot run them, is refused with the reason. An unknown name
is an error that gives near names first and then every name the chat
has.

Every chat with at least one skill gets the tool, and a sub-agent gets
it with its parent's tools. It has no switch and Settings > Tools does
not list it.

The index of skills now lists names and descriptions only and tells the
model to call load_skill. The Sandbox sentence and the error for a
wrong skill path now point at load_skill too.

Assisted-by: Claude:claude-opus-5-5

* Tell the built-in skills to load other skills by name

localai-apps told the model to read the localai-workspace skill, and
writing-skills said a description is what the agent sees before it
opens the file. Both now speak of loading a skill with load_skill.
localai-workspace keeps the path of its schemas folder and says to read
it with read_file, since those files are not a skill.

A test checks that no built-in skill sends the model to another skill by
"read" or by the path of its SKILL.md.

Assisted-by: Claude:claude-opus-5-5

* Document load_skill and the skills index

The chats page now says that the prompt lists skills by name and
description, that load_skill returns a skill's instructions and names
the files of its folder, what it refuses and who gets it. It no longer
says the model reads a skill by its path. The add-ons page says how a
chat loads an add-on's skill, and the saved agents page says that the
skills grant limits load_skill too.

Assisted-by: Claude:claude-opus-5-5

* Add the proposal action spec to the tables-acceptance inventory

The spec that an editor cannot confirm a schema change as a write ran in
the suite but was never in the inventory, so the evidence manifest check
failed. CI did not reach that check before, because the burst spec
failed first.

Assisted-by: Claude:claude-opus-5-5

* Give a chat a goal that it works toward by itself

A chat can now hold one goal. While it is active, every turn's prompt
names it, the model gets goal_done and goal_blocked, and when a turn
ends by itself the frontend that ran it starts the next one with
"Continue toward the goal". The person's waiting messages still go
first, and a turn they start does not count as an automatic one.

The goal pauses when the person presses Stop, when a turn fails or is
cut short, and when the automatic turns or the model steps reach their
limits. Resume gives it fresh budgets. A sub-agent, and a chat that a
trigger, a connector, a job or a page started, has no goal and no goal
tools.

The goal lives with the chat record in the store (UpdateGoal on the
JSON and GORM stores, with contract tests and a column migration), so
every frontend reads the same one. The next turn goes through the same
turn claim as any other, so only one frontend continues it; a reaped
turn, or a JSON store that reloads after a crash, leaves the goal
paused instead of continued twice. The transcript keeps goal lines
(set, replaced, continue, paused, resumed, done, blocked, cleared) as
their own role, so an automatic message never reads as typed by the
person.

Assisted-by: Claude:claude-opus-5-5

* Add a store for the loops of the chats

A loop repeats a prompt in one chat, at an interval or when the model
asks for the next run. The new loops package keeps the loops, the
daily budget of runs of each owner, and which chats confirmed a loop
once. JSON and GORM stores share one contract suite. Add checks the
limits per chat and per owner in the same step as the insert, and
TakeRun never hands out the last run of a day twice, also across
frontends.

A user message that a loop sent now carries a loop mark (loop ID, run
number, self-paced or not). Both chat stores keep it. The model reads
a short line before the prompt that says the message repeats by
itself, and, for a self-paced loop, how to ask for the next run.

Assisted-by: Claude:claude-opus-5-5

* Add the file preview slot specs to the host-slots inventory

The file preview slot came with two Go specs in the host-slots package.
verify.sh found them in the run but not in the inventory.

Assisted-by: Claude:claude-opus-5-5

* Check the Settings page and the add-ons with the UI copy guard

The guard read the locale files only. The Settings page keeps its
English labels and descriptions in settingsSchema.js, and several
add-ons carry their own English bundle, so neither was checked.

The guard now also reads the label, description and note of every
setting and the label and hint of every group, and the English
bundles of the add-ons (an en.js module or an English JSON file).
The allow-list takes settings:<key>.<what> and addon:<id>:<key>
entries, each with its reason; the operator ones (the SearXNG JSON
format, the fine-tuning file types, the API route of a voice, the
schema of the Databases add-on) are listed.

What it found in the voice library is fixed in plain words: "model
YAML is not modified" and "Existing model YAML is not changed" now say
that the models' settings are not changed, in the voice add-on, the
Studio add-on and the host locales that have the strings (en, fr,
pt-BR). The two host allow-list entries for them go.

Assisted-by: Claude:claude-opus-5-5

* Add the update digest specs to the updates inventory

Two checker specs pin that an update names its candidate digest and
that a stale cached notice stays readable. The updates suite runs the
whole checker package, so the inventory needs both.

Assisted-by: Claude:claude-opus-5-5

* Draw the Add-ons search and state filter with the kit pieces

The Add-ons page had its own copy of the search box and the segmented
filter (ad-search, ad-seg), the same shapes and styles as the kit's
SearchField and Segmented that the Agents pages use. Use the kit
pieces and drop the copy; the narrow-screen rules now target the kit
classes inside the toolbar. The search keeps its test id.

Assisted-by: Claude:claude-opus-5-5

* Add the limits of a chat goal to the runtime settings

chats_goal_max_turns (1 to 200, default 20) is the most turns a chat
with a goal starts by itself, and chats_goal_max_steps (1 to 10000,
default 400) the most model steps of all the turns of one goal, before
the goal pauses. Both are read when a turn ends, so they apply without
a restart. They sit in Settings > Tools next to the step limit of one
turn, and the settings page documents them.

Assisted-by: Claude:claude-opus-5-5

* Add the goal routes of a chat to the API

GET, PUT and DELETE /api/chats/{id}/goal read, set and clear a chat's
goal, and POST /api/chats/{id}/goal/resume resumes a paused or blocked
one. They belong to the chat's owner like the other chat routes and
take the chats feature. A chat view carries the goal with the limits
that apply now, the transcript gives goal lines with goal_event and
goal_turn, and the event stream has a goal event so that other tabs
read the chat again.

The routes are in the route feature registry, the swagger file and the
chats entry of /api/instructions. They manage the person's own chat,
not the server, so they have no MCP tool, as the other chat routes. The
chats page documents goals, their states and limits, and how several
frontends share them.

Assisted-by: Claude:claude-opus-5-5

* Redesign the notification inbox

The inbox panel was a plain list: every row had the same weight, a
failed run looked like a finished one, the panel ran off the screen on
a phone, and a failed load showed nothing.

The panel now has a header with the unread count, a menu for Clear read
and Clear all, Mark all read, and an All / Unread / Failed filter. Items
are grouped under Today, Yesterday and Earlier. Each item shows what
sent it (trigger, connector or LocalAI) with a tinted icon, the title,
two lines of text or the reason of a failure, and when it happened, with
the exact time on hover. A click marks it read and opens its chat; a
connector that was switched off opens the connectors page. Mark read and
Delete show on hover or focus, and stay in view on a touch screen.

The panel has a loading skeleton, an error with Try again, an empty
state that says what shows up here, and a caught-up state. A new
notification slides in, is highlighted for a few seconds and is
announced once. The badge stops at 99+. Focus moves into the panel when
it opens; the arrow keys, Home, End and Delete work on the items, and
Esc returns focus to the button. On a phone the panel is a sheet over
the bottom of the screen with 44 px targets.

Assisted-by: Claude:claude-opus-5-5

* Explain the reads of the text index and the provider requests to gosec

gosec flagged three new lines. The text index reads files from the
directory the host gave it, with names it listed there. A search
provider sends its request to the endpoint fixed at construction, never
to a URL from a tool call. Mark the lines with the reason.

Assisted-by: Claude:claude-opus-5-5

* Keep the add-on details open when Escape closes a dialog

Escape in the restore dialog of the recovery panel also closed the
details pane around it. The pane handles Escape in React, and the
dialog listens on the document, so the pane ran first and saw no
preventDefault. The pane now registers as a modal layer and closes only
when it is the top layer, as the side panes do.

Assisted-by: Claude:claude-opus-5-5

* Add skill and agent messages, compact and clear to the chats API

A message can now carry a skill of the chat or one of the user's saved
agents. The server checks the name against the chat's resolved skill
set (switches, the agent's grants, shadowing, add-ons) or the saved
agents the chat may call, and refuses an unknown one with a 400 that
lists what the chat has. A skill message gives the model the text of
the skill's SKILL.md before the user's words, for that turn only; an
agent message asks the model to start the agent with spawn_agent. The
transcript keeps the words and the command (Entry.Invoked), not the
instructions. A regenerate or an edit runs the command again. Such a
message does not wait for a running turn: it answers 409.

POST /api/chats/{id}/compact runs the summary the loop makes when the
context fills up, through a new optional session.Compactor that the
loop harness implements with its own history compaction. The compacted
state is saved for the next turn and a "compacted" line with the sizes
goes in the transcript.

POST /api/chats/{id}/clear writes a "cleared" line and drops the saved
state. The model then sees nothing above the line: the rebuilt state
and the transcript summary start after the last such line, so a fork
from above it keeps what the model saw there. Export, import and the
Markdown export carry both lines.

Both calls take the turn claim, so no frontend starts a turn on the
chat meanwhile; messages sent during them start a turn after. No MCP
tool: they act on one chat of the caller and are not admin calls.

Assisted-by: Claude:claude-opus-5-5

* Give each network card spec its own settings

A check that a card spec starts can still wait on its card when the
next spec begins. It read the settings through a closure over a
variable that the next BeforeEach replaced, which the race detector
reported. Each service now reads the settings holder it was built with,
under a lock, and the specs change the settings through it.

Assisted-by: Claude:claude-opus-5-5

* Show the effective audit retention in the settings snapshot

The settings snapshot returned 0 for chats_egress_audit_days while the
setting was unset. Any page that saves the whole snapshot back, such as
the Traces settings strip, then posted 0 and the server rejected it with
"Invalid chats_egress_audit_days", so saving tracing settings failed on a
fresh install.

Report the retention that applies (30 days by default), the same way
chats_max_iterations does.

Assisted-by: Claude:claude-sonnet-5-5

* Run the Sandbox smoke test in a short scratch folder

The smoke test step was reached for the first time and both isolated
backends refused to start: their state folder under the checkout's
cache made the socket paths 126 and 132 bytes, over the 107 a unix
socket allows. Point SANDBOX_SMOKE_WORK at /tmp/sandbox-smoke, which
leaves room for the sockets.

Assisted-by: Claude:claude-opus-5-5

* Use paths from the home folder in the Sandbox command specs

bash now starts in the user's home folder, so the end-to-end specs that
read and wrote home/<name> found nothing. Use names relative to the
home folder, as the Sandbox specs already do.

Assisted-by: Claude:claude-opus-5-5

* Show the goal of a chat on the chat page

A bar above the composer shows the goal with its state: Pause (which
stops the running turn and so pauses the goal) while it works, Resume
when it paused or needs the person, and Clear. A second line says why
it paused, what the model needs, or what it did. The status line shows
"Goal · turn 3 of 20" while the goal is active, and the Continue button
of a paused turn stays away then, since the next turn starts by itself.

The transcript shows the goal lines as quiet rows: set, replaced,
continuing (with its turn), paused with the reason in plain words,
resumed, reached with the summary, blocked and cleared. A goal event,
also from another tab, reads the chat again, and a hidden live region
says each change to a screen reader once.

The strings are in all nine locales. Unit tests cover the helpers and
the thread rows; a Playwright spec covers the bar, the progress, the
lines, Pause, Resume, Clear and the event.

Assisted-by: Claude:claude-opus-5-5

* Run the loops of the chats

The loop host fires the loops that are due. A run sends the prompt to
the chat as a new message only when the chat is idle: a busy chat
skips the run, and an interval loop moves to its next slot instead of
piling missed runs up. A self-paced loop gets two tools while it is
active: schedule_next (clamped to the minimum interval and one day)
and loop_done. A run in which the model calls neither ends the loop
with a note. A loop ends after its run limit, pauses after three
failed runs in a row, and waits for the next UTC day when the owner's
daily budget of runs is used up.

One frontend fires the loops, the holder of a new advisory lock. A run
is claimed in the store first, and the turn claim keeps one turn per
chat, so a short overlap of two leaders starts no run twice. A new
leader finishes the runs the old one watched. Deleting a chat removes
its loops; a due loop whose chat is gone removes itself.

Five runtime settings bound the loops: chats_loop_min_interval,
chats_loop_max_runs, chats_loop_max_per_chat, chats_loop_max_per_user
and chats_loop_daily_runs.

Assisted-by: Claude:claude-opus-5-5

* Add the loops API of the chats

GET, POST and DELETE /api/chats/{id}/loops list, start and stop the
loops of a chat; PUT and DELETE /api/chats/{id}/loops/{loopId} pause,
resume, confirm or stop one. GET /api/chats/{id} carries the loops,
the transcript marks the user lines a loop sent with loop {id, run},
and a loops event tells every open tab that the list changed.

The routes are gated by the chats feature and documented in the
swagger spec and the API instructions. They act on the caller's own
chats only, so they get no assistant tool. The chats page gets a loop
section, with when to use a loop and when a trigger, and the cluster
behaviour; the runtime settings page lists the five loop settings.

Assisted-by: Claude:claude-opus-5-5

* Show the loops of a chat above the message box

Each loop of the open chat shows as one line over the message box,
such as "Loop · every 5 min · run 4 · next at 09:20", with Pause or
Resume and Stop. A loop that paused itself or ended says why; an
ended one has Dismiss. The first loop of a chat shows a card instead:
"Run this every 5 minutes until you stop it?" with Start and Cancel.
The server keeps the pending loop, so a reload shows the card again.

A message that a loop sent carries a small "Loop run 4" label. The
page reads the loops again on the loops event, so every open tab
follows. The answer to /loop list is ready for the slash command. The
strings are in all nine locales.

Assisted-by: Claude:claude-opus-5-5

* Build the chat slash menu on one command registry

The slash commands of Home and of a chat now come from one registry,
src/utils/slashCommands.js. A command has a kind (navigate, insert or
server), the surfaces that offer it, a needs check and, optionally, an
argument provider: args(query, ctx) returns the items the menu lists
when the box holds "/cmd <query>". Every existing command and test id
stays; the registry adds:

- one command per skill of the chat or the draft (/review), marked
  built-in, add-on, shared or yours, and /skill <name>, which also
  reaches a skill named like a command;
- /agent <name> <task>, which lists the saved agents, or offers to turn
  them on for the chat when they are off;
- /model and /models with a model name, which switch at once;
- /compact and /clear, which show their progress in the status line
  and leave a marker in the thread; the context meter drops;
- /attach and /attach clear, /help (a card that lists the commands)
  and /about (a card with the model, its state, the tools, skills,
  where commands run and the context size).

Tab completes a command or an argument, Enter runs it, and the first
row whose name starts with what was typed is selected first. A message
typed as a skill or agent command is sent with its marker, not as text;
the transcript shows the words and a chip. Home offers the same set
without the commands that need a thread.

The words are in all nine locales. The registry has unit tests, and a
Playwright spec covers the menu, the completion, the marker, the chip,
compact, clear and the cards with the routes stubbed. The docs page
gains a slash commands section.

Assisted-by: Claude:claude-opus-5-5

* Add the /goal command to the chat

/goal shows a card with the goal, its state, the automatic turns and
steps it used out of the limits, and when it was set. /goal <text>
sets a new goal at once, replacing the one the chat had without a
question, and the goal bar says what it replaced. /goal clear and
/goal resume act on the goal; typing "/goal " lists resume and clear
for the goal the chat has. None of these is sent as a message. In a
new chat, /goal <text> creates the chat first.

The command sits in the Context group of the shared command registry,
on the chat surface only, and not in a chat that a trigger or another
run started. A skill named goal is reached through /skill. Unit tests
cover the parser and the menu items; the Playwright spec covers the
card, setting, replacing, resuming and clearing from the box.

Assisted-by: Claude:claude-opus-5-5

* Add /loop to the chat

/loop [interval] <prompt> starts a loop in the chat; /loop list shows
the loops of the chat with the code that /loop stop takes, and
/loop stop [id] stops one or all. The command is in the slash
registry: after "/loop " the menu offers list and stop, and after
"stop " the loops of the chat.

A loop prompt that invokes a skill (/review the diff, or
/skill review the diff) runs as the person's skill command would: the
model gets the skill's text, and the transcript shows the words, the
skill's chip and the loop label. The server checks the skill when the
loop starts and at each run; any other command is refused with the
reason.

Assisted-by: Claude:claude-opus-5-5

* List the loop settings on the Settings page

The five limits of the loops of the chats show under Tools with the
other chat settings: the shortest interval, the runs per loop, the
loops per chat and per user, and the loop runs per day. All apply at
once.

Assisted-by: Claude:claude-opus-5-5

* Clear a sent Home draft when the page goes away too

Home clears the draft of a sent message when it closes, so the text
stays visible while the composer moves into the new chat. While the
chat page still loads, a reload or a closed tab could come first, and
the sent text came back on Home. Leaving the page now clears it too.

Assisted-by: Claude:claude-opus-5-5

* Check the close error of a previewed file

golangci-lint (errcheck) flagged the deferred Close of the file the
preview endpoint reads. Discard its error explicitly, as the other
studio file handlers do.

Assisted-by: Claude:claude-opus-5-5

* Explain the document read of the text index to gosec

gosec reported the read of a stored document text as a file inclusion
through a variable. The path is the configured index directory joined
with a hash that documentPath refuses when it holds a path separator
or a dot, so it cannot leave the documents folder.

Assisted-by: Claude:claude-opus-5-5

* Build the darwin/arm64 add-on packages on macos-15

GitHub retires the macos-14 runner image on 2026-11-02 and runs
scheduled brownouts until then: every darwin/arm64 package job failed
at once with the brownout notice. macos-15 is the Apple Silicon image
that replaces it.

Assisted-by: Claude:claude-opus-5-5

* Expect the chat's own load_skill tool in the agent prompt spec

The spec that keeps the agent engine's text out of the prompt also
required that no load_skill tool or mention reach the model. Chats now
offer their own load_skill tool and the skills index tells the model to
call it, so the spec failed. Keep the checks on the engine's own skill
and command text, and check that the chat's tool is offered.

Assisted-by: Claude:claude-opus-5-5

* Read the user's scripted tool call in the mock model

The chat prompt now names the chat's work folder, and the folder name
comes from the chat title, which holds a cut copy of the user message.
The mock model read the first ADDON_TOOL_CALL marker, the cut one in the
system prompt, and called the tool with broken arguments over and over.
Read the last marker, the one of the user message.

Assisted-by: Claude:claude-opus-5-5

* Keep the phone targets of the inbox at 44 pixels in every build

On a phone the inbox close button and the item actions must be 44
pixels wide. Their rule had the same weight as the kit's .dk-btn
min-width, so the order of the stylesheets decided. The single-chunk
coverage build puts the kit later and the close button shrank to 28
pixels. Scope both rules to their container so they win in any order.

Assisted-by: Claude:claude-opus-5-5

* Let the about-you spec accept the sidebar's own seen date

When the user has pages, the sidebar writes the date of its New label
under seen.new in user.json. In the whole suite other specs make pages
first, so the saved record held that date as well and the exact
comparison failed. Check that the uploaded seen record is kept.

Assisted-by: Claude:claude-opus-5-5

* Give the typed-while-working chat spec time for two turns

The spec waits up to 30 seconds for each step, but two turns of the
mock model with its tool steps take about 28 seconds on their own, so
the default 30 second test limit cut it under load. Set its limit to
90 seconds.

Assisted-by: Claude:claude-opus-5-5

* Scope the foundation spec's state query to the sheet header

The details pane now repeats the observed state under Health, so a
role query for "State: Off" inside the add-on sheet matched two
elements and failed in strict mode. The administrator-manages spec,
and the two specs after it, did not run.

Query the chip in the header (.ad-pane__meta), which is the state the
administrator sees next to the add-on's name, through one helper used
for all three assertions.

Assisted-by: Claude:claude-sonnet-5-5

* Wait for the page to read each apps answer in the registry polling spec

The spec moved the page clock as soon as the stand-in saw a request.
The registry sets its next timer only after it reads the answer, so on
a slow runner the clock could pass the due time of a timer that did not
exist yet, and the next read never came. With the CPU throttled ten
times, the old spec failed in 3 of 3 runs.

The spec now counts the answers the page has read and lets queued work
finish before it moves the clock. It pauses the clock before it leaves
the page, and it tries the pause again when a slow machine passed the
target time. The assertions do not change: one read at once, one read
per interval and no faster, and no read after the disable.

Assisted-by: Claude:claude-opus-5-5

* Close the egress test listener only after it accepts

The dial helper of the egress proxy specs closed its listener when it
returned, while the goroutine that accepts the connection could still
be waiting to run. On a loaded runner the listener sometimes closed
first. The kernel then reset the connection that was still in the
accept queue, the spec's write consumed the reset error, which the
spec ignores, and the next read saw EOF. The spec failed with
"unexpected EOF" before the proxy got the request.

Wait for Accept to return before the listener closes, then start the
proxy handler on the accepted connection.

Assisted-by: Claude:claude-opus-5-5

* Run host commands in a shell that reads no startup file

The host backend promises a fixed environment, but bash -lc reads
/etc/profile and the user's dotfiles. On macOS path_helper rewrote PATH
there, so the command did not get the fixed PATH. Turn the login shell
into 'bash --noprofile --norc -c' in the host backend only, and make the
test assert the exact fixed PATH.

Assisted-by: Claude:claude-sonnet-5-5

* Answer the command card in the platform turns and 400 a bad answer

The tool-list spec of the platform suite timed out: without accounts
the one person is an administrator, so the chat has the built-in bash
in ask mode. The tool list is sorted and bash is first, and the mock
model calls the first tool, so every turn waited five minutes for a
yes on the command card. The turn helper now refuses each card it
sees, as a person who clicks deny, and the turn goes on to its step
limit. bash stays in the checked list.

An administrator who posts a consent with no card id or an unknown
decision got 403 "only an administrator can allow commands". That is
a bad request, not a refusal: it now answers 400, as the swagger
already says, and the route check for administrators passes.

Assisted-by: Claude:claude-opus-5-5

* Let a chat switch off its shell, file, media, collection and sub-agent tools

The Tools menu of a chat switched only three groups of built-in tools:
web, saved_agents and triggers. A person could not keep a chat away
from the shell, the files, the helper models, the collections or the
sub-agents.

Add five groups to the registry of built-in tools, all on until the
chat switches them off:

- shell: bash, whoever serves it. The Sandbox add-on's bash and the
  built-in bash on this machine both go, and the add-on list reports
  commands switched_off. The row stays listed when nothing can run
  commands, not usable, with the reason.
- files: the file tools and read_document.
- media: describe_image and transcribe_audio.
- collections: list_collections and search_collection, usable only
  for a user with the collections feature.
- subagents: spawn_agent. list_agents and /agent follow it.

The registry gets two flags. External marks a tool that its own code
builds for the turn (with the wrappers it needs); the registry lists it
in its group and Hidden tells the builder what the chat switched off.
Covers makes a group's switch also hide the add-on tool that replaces
the built-in one. PUT .../builtins, the panel, the draft list and the
fallbacks use the existing group code.

A sub-agent follows the switches of its parent chat. The turn prompt
is built from the final tool list: no file tool names, no skill
writing hint, no work folder and no rules pointer when the chat cannot
use files, no describe_image when the helper is off, and a commands
block that says the person switched commands off.

Assisted-by: Claude:claude-opus-5-5

* Queue the edited chat message after the first step starts

The spec queued its message as soon as the chat showed a busy state.
The turn is busy before its first model request starts, and that
request takes every message that waits. With the chat's tools and
skills, the first request now starts a few hundred milliseconds after
the turn, so the message went with it, and the edit got 409 "already
delivered" (5 of 6 local runs).

Wait until the answer streams, as the Stop spec does: the request is
running then, and the queued message waits for the next step.

Assisted-by: Claude:claude-opus-5-5

* Give the reload chat spec a turn that outlasts the reload

The spec reloaded the page during a 3 second turn and expected the
page to show the turn still running. A reload of the coverage build
on a busy runner takes 4 to 5 seconds (measured with a 6x CPU
throttle), so the turn had ended before the page could show it. With
the 30 second turn the page always showed it running, so the resumed
state works and only the window was short.

Add MOCK_LONG_STREAM_MEDIUM to the mock model, a turn of about 10
seconds, and use it in the spec with a 60 second limit.

Assisted-by: Claude:claude-opus-5-5

* Wait for the chat page after the Home hand-off in the specs

Send on Home changes the address inside a view transition, and the
chat page mounts about 35 ms later. Specs that waited only for the
address acted on Home in between:

- The title spec pressed Ctrl+K at once, because the server names a
  chat after its first message as it arrives, so the title poll ends
  at once too. The key reached the page before the chat page listened,
  and the menu did not open (3 of 3 presses at 0 ms failed, all at
  300 ms and later passed).
- The Back spec went back before the chat page was drawn. Home was
  never closed, so its draft of the sent message stayed in the box.

startChat now waits for the chat page, the title spec for the title
in the chat header, and the Back spec for the chat page before Back.

Assisted-by: Claude:claude-opus-5-5

* Accept a resolved user.json conflict in the quiet page specs

The sidebar notes in the seen record of user.json the first day it
labels Pages as new, and saves it from the version it read. All specs
share the test server's one user, so tabs of other workers save the
same record at the same time: one gets 409 and useSeen reads the file
again and saves once more. Three tabs that open /app/files at once
give 200, 409, 200. The quiet check of the shell pages counted the
409 as a problem.

Ignore a 409 on PUT /api/chats/wellknown/user in that check.

Assisted-by: Claude:claude-opus-5-5

* Check only the spec's own items in the Trash after the reload

After Empty Trash and a reload, the spec expected the whole Trash to
be empty. The Trash belongs to the test server's one user, and specs
of other workers move files to it meanwhile, so CI saw "In the Trash:
3 files, 356 B." after the reload.

The checks right after Empty Trash stay. After the reload, check that
the server's Trash, the Trash tab and Files do not hold the spec's
items, once each list has loaded.

Assisted-by: Claude:claude-opus-5-5

* Show the new tool groups in the chat Tools menu

The Tools menu lists the groups of built-in tools that the server
sends. The five new ones need words and an order, and the shell row
needs to say who runs the commands.

Name the groups in all nine locales (Run commands, Your files, Images
and audio, Collections, Sub-agents) and order the rows by what they
reach: the shell and the files first, the triggers last. The shell row
carries a chip with the provider (Sandbox or This machine) and a line
under it that says the commands run isolated, or a warning when they
run on this machine. When nothing can run commands the row is disabled
with the words of the commands notice. A switched-off sub-agents group
also turns /agent off in the composer.

The specs cover the rows, the off and on requests, the bulk actions,
the provider chip, the disabled reasons, the draft on Home and a real
server round trip.

Assisted-by: Claude:claude-opus-5-5

* Document the groups of built-in tools a chat can switch off

The Tools menu section described only the web, triggers and saved
agents groups. List every group with its tools, say which groups the
server may leave out and why a row can be not usable, how Run commands
covers both providers, what the model is told when a group is off, and
that a sub-agent follows its parent's switches.

Assisted-by: Claude:claude-opus-5-5

* Fix the host command consent spec for the 400 contract

The consent route answers 400 for a body without a card id or with a
decision other than once or deny, whoever asks. The spec still expected
403 for always from an administrator. Cover the malformed answers for
an administrator and a user, each in their own chat, keep another
user's chat at 404, and say it in the chats guide.

Assisted-by: Claude:claude-sonnet-5-5

* Find the web tool group by name in the route spec

The tools panel lists the shell group before the web group, so the
spec that read the first entry compared the wrong group. Look the
group up by name, which does not depend on the registry order.

Assisted-by: Claude:claude-sonnet-5-5

* Give Skills its own sidebar item

Skills work in every chat, but the sidebar filed the page under Agents
and only agent skill chips linked to it. Add a Skills item right after
Memory, show it in the legacy list too, and stop lighting up Agents on
the skills pages.

Assisted-by: Claude:claude-sonnet-5-5

* Add Manage skills to the skills picker and a /skills command

The picker now ends with a Manage skills link, and /skills opens the
Skills page from the composer on Home and in a chat. The picker keeps
the height of its status line, so a refused change does not move the
rows. Words are added in all nine locales.

Assisted-by: Claude:claude-sonnet-5-5

* Say on the Skills page that every chat can use skills

The page subtitle named only agents as users of skills. Say that all
chats use them, translate it, and document where to manage skills: the
sidebar item, the picker link and /skills.

Assisted-by: Claude:claude-sonnet-5-5

* Keep Home on screen while its widgets load their strings

A Home widget reads the pages strings, and i18next loads a namespace
the first time a component asks for it, by suspending. Home had no
Suspense boundary of its own, so the route's boundary hid all of Home
(display: none) and showed the route fallback until the strings came.

A widget shows only after home.json is read, so this happened after
the composer was already drawn. Focus given to the composer in that
window went nowhere, and a key typed then was lost. The slash menu
spec failed in CI this way when another spec had written widgets to
the shared home.json: the box was empty and the body had the focus.
With widgets in home.json the composer was hidden right after it
appeared on 5 of 5 loads, and the spec failed 1 or 2 times in 5.

The examples and the widgets now have their own boundary with no
fallback, so only they wait. A new spec holds the pages strings while
it types in the composer; it fails without the change (the composer
never takes the focus) and passes with it.

Assisted-by: Claude:claude-opus-5-5

* Send the stubbed file change after the Files page read the folder

The change feed spec answered the first stream request with the change
at once. The app shell (the appearance sync) opens the shared stream
when the app starts, before the Files page chunk has loaded, so on a
slow runner the change reached a tab where nobody watched the folder
yet and was dropped. The page then never read the folder again, and
the spec failed on all three CI attempts. A CPU throttle of 8 makes it
fail 3 of 3 times locally.

On a real server the page's own first read would already show such a
change. The stub now holds the change until the page has read the
folder; the page subscribes in the same commit as that read, so the
change arrives with a subscriber in place. The resume check is kept.

Assisted-by: Claude:claude-opus-5-5

* Give the oversized 3D input as a sparse file, not a buffer

The spec built a 32 MiB buffer and passed it to setInputFiles.
Playwright sends a buffer to the browser over the protocol: that step
alone took 5.5 s on an idle machine, and on the loaded CI runner the
test hit the 30 s timeout on all three attempts.

It now writes a sparse file of the same size to the test output folder
and passes its path, which the local browser opens as is. The page
still checks the size before it reads the file, so the toast and the
no-request assertion are unchanged. The step takes milliseconds.

Assisted-by: Claude:claude-opus-5-5

* Check the tool line, not the tool name, in the tool call journey

The spec looked for /list_files/ in the transcript. The user's own
message holds that name, so the check could pass before any tool ran.
Once the model's call streamed, a second element matched, and the
strict locator failed (2 matches on the first attempt, 5 on the
retry).

It now waits for the activity line that the tool run adds ("Listed
/"), which only shows after the tool ran.

Assisted-by: Claude:claude-opus-5-5

* Measure the proposal card and its neighbours in one frame

The layout spec read the boxes of the message text, the card and the
message actions with three boundingBox calls. They are viewport
positions taken in three frames, and the transcript scrolls to its end
while the card fills in. On the phone the actions were read after a
scroll and came out 156 px above the bottom of the card.

The three boxes now come from one page.evaluate, so they are read in
the same frame. The order assertions are unchanged.

Assisted-by: Claude:claude-opus-5-5

* Read the page fixture time when the page is served

The task board fixture of the discovery and Pages specs set its
change time once, when the file loaded. A worker loads it once and
keeps running specs, so a spec that ran two minutes later read
"Changed 2 minutes ago by the assistant" where it expects "just now".

The change time is now a getter, read when the fixture is serialized
into a response.

Assisted-by: Claude:claude-opus-5-5

* Check a background process without /proc in the host test

The alive helper read /proc/<pid>/stat, which macOS does not have, so it
reported every process as dead and the spec failed there with "did not
survive the suspend". Use signal 0 for existence and ps (or /proc where
present) to tell a zombie from a live process.

Assisted-by: Claude:claude-sonnet-5-5

* Keep the composer switch menus at their own height

The base rule of the dropdown menu caps it at 320px and lets it scroll.
The switch menus set their own height with a rule of the same weight in a
lazy sheet, so which one won depended on the order the sheets loaded in.
When the base rule won, the picker showed a few rows, and a click on a row
at the edge of the list scrolled the list by a few pixels.

Double the class on the switch menu rules so they win in any order, and
add a test that loads the base rule last.

Assisted-by: Claude:claude-sonnet-5-5

* Show what applies in the chat Network switch

The Network row highlighted the choice stored with the chat, so a
chat that asked for All public sites under an administrator limit of
Off showed All highlighted although it was disabled and not in effect.

Highlight the effective choice, the lower of the chat's choice and the
limit, which the server already computes. When the chat asks for more
than the limit, say so in one line instead of highlighting it. Add a
line that the limit is set by the administrator, and tell the host
network line that limits need the Sandbox add-on.

Assisted-by: Claude:claude-sonnet-5-5

* Design the host components that add-ons reference

The host UI names the Sandbox and the Web add-ons to place their server
settings, and the chat's Network row links to the global Settings page.
Describe a closed registry of host components that an add-on references
by ID in its manifest, entitled by the existing host operation grants
and tool shadows, so the controls live on the add-on's own page and a
second add-on can reuse them with no host change.

Assisted-by: Claude:claude-opus-5-5

* Let an add-on ask for host controls in its manifest

An add-on had no way to say that a host-owned control belongs on its
page, so the host UI placed those controls by add-on name. Add
ui.controls, a list of IDs from a closed registry of host controls:
network-policy (the network of the commands an add-on runs) and
tool-providers (the rows of the built-in tools it replaces).

The host decides which controls it draws: EntitledControls keeps a
control only when the add-on holds its host operation grant and
replaces its built-in tool. The field is optional, so every existing
manifest stays valid.

Assisted-by: Claude:claude-opus-5-5

* List the host controls an add-on is entitled to

The apps list now carries ui.controls with the host controls the
manifest declares and the host setting entitles the add-on to: the
manager passes each add-on's host operation grants to the list.

GET /api/chats/{id}/egress gains addon, the add-on that runs the chat's
commands when it has the network-policy control, so the chat can draw
its Network row from that add-on and link to its settings. applies and
applies_reason keep their meaning: the policy holds with or without the
control. The model and the 400 error no longer send an administrator to
Settings > Tools for the limit.

Assisted-by: Claude:claude-opus-5-5

* Draw the host controls on the add-on's own page

The host UI placed the Sandbox network and the tool rows by add-on name
(SERVER_SETTINGS), showed a read-only summary on the add-on's Settings
tab, and linked the chat's Network row to the global Settings page.

Add a registry of host controls keyed by the IDs of the contract. The
Settings tab of an add-on draws, below its own sections, the controls
the apps list gives it, in one form with the pending bar of the
Settings page: network-policy reuses the network section and its
setting rows, tool-providers the rows of the built-in tools the add-on
replaces. The chat draws its Network row only when the server names an
add-on with network-policy, and the administrator link opens that
add-on's tab. The row itself is unchanged.

The Settings page keeps the settings of features that exist without an
add-on, points to the add-on where one serves them, and no longer
lists the network settings. Its old address opens the add-on's tab.

Assisted-by: Claude:claude-opus-5-5

* Ask for the host controls in the Sandbox and Web manifests

The Sandbox asks for network-policy and tool-providers, so the network
of its commands and the bash row are drawn on its own Settings tab and
its chats get the Network row. The Web add-on asks for tool-providers
only: it holds no egress grant. The manifest tests check that the
default grants entitle each add-on to what it asks for.

The proxy's refusal now sends the model to the Sandbox Settings tab
instead of Settings > Tools.

Assisted-by: Claude:claude-opus-5-5

* Keep the button of the network pointer row at its size

The row used the wide layout of the tool rows, so its Open settings
button stretched across the page. Use the plain setting row, which
puts the button on the right like the other controls.

Assisted-by: Claude:claude-opus-5-5

* Fix the add-on contract inventory and the apps Swagger fixture

The contracts case inventory missed the six host control specs, so
verify.sh rejected the Ginkgo report. List them.

The Swagger spec test never saw `controls` in the emitted UIView JSON
because its fixture left the omitempty field empty. Set it there.

Assisted-by: Claude:claude-sonnet-5-5

* Add the host controls spec to the apps inventory

The apps suite ran one more spec than scripts/addons/suites.json
listed, so verify.sh rejected the apps report as an inventory
mismatch. List the new spec in the report inventory and in the
suite's aggregate case list. Every other Ginkgo suite was re-run
and matches its inventory.

Assisted-by: Claude:claude-sonnet-5-5

---------

Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-01 12:08:23 +01:00
mudler's LocalAI [bot]andEttore Di Giacinto 0f7186f214 feat(ui): replace the stacked operations bar with a one-line strip and an Activity page (#11163)
* feat(ui): record finished gallery operations in a bounded history ring

The operations panel drops an operation the moment it succeeds, so a user
who steps away cannot tell whether an install finished, failed or was never
started. OpCache now keeps the last 50 terminal operations, recorded from
the point where an op leaves the cache.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* test(ui): pin the history ring's dedupe, outcome order and start stamp

Review of the history ring found four gaps. The dedupe guard and the
bounded seen set were unreachable through the exported API and so had no
coverage; an in-package spec file now drives opHistory directly. The
outcome switch claimed an ordering was load bearing that nothing pinned,
so an errored op that never reached Processed now has a spec.

Two behaviour fixes come with it. StartedAt was the zero time for ops
recovered from the store or replicated from a peer, since neither path
stamps a start time, which would have rendered as a two-millennia
duration; it now falls back to the finish time. Reusing a cache key with
a fresh job ID orphaned the previous stamp, so Set and SetBackend now
drop it.

The comment on the outcome switch described a state the code cannot be
in: CancelOperation sets Cancelled and Processed synchronously before the
handler removes the entry, so status.Cancelled already covers the cancel
endpoint. The !Processed clause stays for the dismiss endpoint firing on
an in-flight op, and the comments now say so.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(ui): record operations that end on a peer replica

The NATS end event is the only signal a replica gets for an install another
replica ran. Record from applyEnd too, deduped by job ID so the originating
replica does not record its own broadcast twice.

Three start-stamp defects in the same path go with it. applyEnd now drops the
stamp unconditionally, since recordTerminal only cleans up on the path where it
found a cache key and an end event can overtake the local Set. applyStart drops
the stamp of the job whose cache key it replaces, which a peer-driven retry
previously stranded. And recordTerminal reads the stamp once instead of testing
Exists and then reading, so a concurrent record for the same job can no longer
delete the stamp between the two and let the zero time overwrite the
finish-time fallback, which the Activity page would render as a two-millennia
run.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(ui): do not guess the outcome of a peer operation with no local status

A replica that restarts mid-operation hydrates its OpCache keys from
PostgreSQL, but gallery statuses are in-memory only and come back empty. The
end broadcast then landed on recordTerminal's nil-status branch, which reads a
missing status as queued-and-removed and filed a successful install as
cancelled. That reading is right locally and wrong on the peer path, where a
missing status means the outcome was never held here.

recordTerminal now takes the source of the terminal event and records nothing
when the peer path finds no status, restoring what the replica did before the
end event started recording. The local path is unchanged.

Also move the ApplyEndForTest seam to the conventional export_test.go, and stop
the dedupe spec from claiming to guard the ring's seen set: the local delete
removes the status keys, so the broadcast that follows returns before reaching
it. An in-package spec that calls recordTerminal twice does the pinning.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(api): add GET and DELETE /api/operations/history

Admin gated like the rest of the operations API. The live /api/operations
payload is unchanged so the one second poll stays small.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(ui): expose operation history through OperationsContext

Fetched on demand and when the live list shrinks, never on the one second
poll interval.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(ui): detect operation departure by identity and ignore committing ops in the ETA gate

Refetching history on a shrinking live count missed a completion that
coincided with a start, which is the common case during a batch install.
Track the live job IDs instead, so any departure triggers the refetch
regardless of how the count moved.

An operation that has finished downloading stays live at
currentBytes == totalBytes for the whole commit and install phase and can
never produce an estimate, so counting it in the all-or-nothing gate blanked
every other operation's time remaining for as long as it lasted. Only
operations still moving bytes get a vote.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(ui): let only downloading operations gate the time remaining estimate

Verifying pins an operation flat below its total for the whole sha256 pass:
the AfterDownload hook reports completedBytes plus the finished file against
a total summed over every file, then hashes synchronously without emitting
progress. Files download sequentially, so a 15 shard model enters that
window 14 times, and a byte comparison cannot see it because the counter is
genuinely below the total throughout.

Gating on phase closes resolving, verifying, committing and persisting in
one predicate, so a quiet neighbour no longer blanks every other
operation's estimate for minutes at a time. The byte clauses stay: a
producer can report downloading with bytes already at the total.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(ui): collapse the operations bar to a single line

Four concurrent installs used to take four rows above every page. The strip
now shows one operation, failure first, with a counter linking to Activity.
The close button hides the strip and no longer cancels an install.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(ui): keep the operations strip from widening the page and from muting a failure

A long install error made the strip report a 1600px minimum width, which sized
main-content to fit and gave every page under it a horizontal scrollbar.
Inline-size containment plus shrinkable detail and bytes cells keep it inside
the viewport.

Hiding is no longer able to swallow the hidden job's own failure, a completed
removal or staging says so instead of claiming an install, a cancelling
operation renders as cancelling, and the live region no longer covers the
per-second percentage.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(ui): shrink main-content instead of containing the strip, and expose progress

min-width on .main-content is what actually lets a long install error shrink,
and unlike inline-size containment it has no browser support floor and no
latent collapse if the strip ever lands in a shrink-to-fit context. It matches
what .app-layout-chat .main-content already does, and it clears pre-existing
horizontal overflow on narrow viewports as a side effect.

The progress track is now a labelled progressbar, so assistive tech can read
the value on demand rather than losing it to the aria-hidden that stopped the
live region re-announcing every poll.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(ui): add the live operation card for the Activity page

Carries the detail the one-line strip has to drop: phase, bytes, the per-node
breakdown for cluster installs, and a labelled Cancel button. Cancelling is
destructive, so it gets a labelled button rather than a glyph.

A cancelling operation drops its progress bar and its time estimate, the same
call the strip makes: a percentage still climbing under "Cancelling" reads as
the cancel not having taken.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(ui): give the operation card a verb, live node disclosure and its per-node detail

The card carried no verb, so an install, a removal and a staging op rendered as
spinner plus name plus kind tag and were indistinguishable. It now runs the same
verb and icon chain as the one-line strip, which is what stops the page that is
meant to carry more detail from carrying less.

The auto-expand default was evaluated once at mount. An operation is listed as
soon as it is admitted but its nodes are filled in only when the fan-out starts
reporting, so a card mounted at creation latched on the empty list and stayed
collapsed. The default is a live expression now, and state holds only an
explicit choice.

Also: an optional onRetry gates a Retry button, so the page can own the install
reconstruction without the card ever showing a control with nothing behind it;
the disclosure moved above the region it controls and gained aria-controls; the
toggle is gated at more than one node so the count is never "1 nodes"; an
unmapped node status is passed through instead of being relabelled "Queued";
error text is clamped with the full string in the title; and file_name plus the
per-node progress bar are rendered again, reviving three CSS rules that had gone
dead along with the detail they styled.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(ui): add the Activity page

Live operations, unacknowledged failures and the record of what finished, at
/app/activity in the Operate console. Cancelling an install now lives here
behind a labelled button rather than on the strip, and a failed install can be
retried: the retry dismisses the failure first so it still reaches the record,
then reissues the model, backend or node-scoped backend install.

The sidebar Operate entry carries the operation count. The console rail is only
rendered on an Operate route and can be collapsed, so a badge there could
vanish while operations were still running.

Two follow-ups from review fold in here: a failed removal or staging job no
longer reports a failed install on either the card or the strip, and the card's
error text can shrink so one unbroken token cannot widen the card.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(ui): dismiss operations by job, and stop the Activity page contradicting itself

Dismissing resolved the job by display id, but /api/operations strips the
"node:<nodeID>:" prefix before emitting, so a local install and a node-scoped
install of one backend arrive as two jobs sharing one id. Dismissing by id
retired whichever came first. That defeated the guarantee retry was built
around: with the wrong job dismissed, the reinstall overwrote the acted-on
failure's opcache entry in place, bypassing recordTerminal, while an unrelated
failure vanished from Needs attention. dismissFailedOp, the card's dismiss
control and the strip now all pass the jobID, which is what the endpoint takes.

A filter matching nothing rendered the "nothing has ever run" empty state while
the header counted the records the filter had hidden. The empty state is now
gated on the All chip and a narrowed view gets its own message plus a way back;
the header counts the instance rather than the chip, so selecting Backends no
longer reports "Nothing running" over running model installs.

Also: the summary drops a zero clause instead of rendering "0 needs attention"
on the happy path and pluralises both counts; a record duration is floored at
"< 1s" and rejected above a day, so a zero-value start stamp cannot render a
span of millennia and a zero span cannot render "installed in" with nothing
after it; a deletion cancelled mid-flight reports the cancellation rather than
claiming it was removed; and the retry variant comment names the fix instead of
calling the gap closed.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* docs: document the Activity page and the operations history endpoints

Adds an Activity page under Operations covering the one-line operations
strip, the /app/activity sections and filters, per-operation cancel,
retry and dismiss, the in-memory 50-entry record, and the sidebar count.
Documents GET and DELETE /api/operations/history, and fills the gap in
the admin-only endpoint list, which also omitted the pre-existing
POST /api/operations/:jobID/dismiss.

Corrects the distributed-mode install-watching section: the per-node
breakdown now lives on the Activity page rather than on the strip, which
rolls a fan-out up into a single phrase.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* docs: correct nine details in the Activity page documentation

The operations strip never renders a file name: its detail line is the
error, the node roll-up, the target node, the phase or the queued note.
Drops the stale clause in the distributed-mode section, where the
per-node bullet is now the only place a file name is described.

Scopes the phase vocabulary to artifact-backed gallery models, since a
plain GGUF install emits no phase. Corrects the per-node list: the
toggle exists for any fan-out of two or more workers and the four-node
threshold only governs whether it starts open, while the N nodes tag
needs more than one node. Notes that a cancelled operation can sit in
the live section reading Cancelling, that cluster staging never reaches
the record, and that Clear history appears only when the record has
something in it.

Names the operations response envelope, with a JSON example, so callers
do not index a bare array, and stops describing the icon-only dismiss
control as a labelled button.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* docs: drop the unreachable Cancelling state and scope the byte claims

An operation can only report isCancelled while it is unprocessed, but
every writer of Cancelled sets Processed in the same breath, on the peer
path as much as the local one, and the cache evicts cancelled entries
before the handler sees them. The state cannot reach the page, so the
live section is described again as running or queued operations.

Byte counts come from the artifact bridge alone, the same producer as
the phase, so a plain GGUF install, a removal and a backend install
report none. Scopes both to artifact-backed gallery models and leaves
the verb, the name and the percentage as what every operation shows. A
worker backend install reports its bytes through fields the operations
payload does not carry, so the distributed section now describes the
percentage and the node roll-up, with per-file counts pointed at the
per-node detail.

Also: staging jobs carry no error, so they never reach Needs attention
and Retry never had a staging case to exclude; an install that involves
workers is no longer called node-scoped, which this page uses for
node-targeted installs; and the record timestamps carry nanoseconds.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* docs: state only the verb and the name as unconditional on the strip

The percentage is as conditional as the bytes were: it renders only for
a running operation that has reported progress, so a queued operation, a
failed one and a removal never carry it. A removal in particular sits at
progress zero for its whole visible life, since the delete path reports
none and its completion is filtered out. Both the strip and the card
paragraphs now lead with what always shows and list the rest as
conditions.

The Cluster chip matches on a node list that finished operations do not
carry, so a fan-out install leaves the chip once it reaches the record.
Scoped that claim to the live sections.

Two more of the same shape, found by re-reading each clause alone: the
strip also appears for a failure, which is not running, and the
four-second hold only applies when nothing replaces the operation that
just finished.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(ui): stop reporting a cancelled install as installed, and make queued real

Three defects that all trace to one root cause: `isCancelled: true` is
unreachable from /api/operations. Every writer of Cancelled=true also sets
Processed=true, the handler skips Processed && Cancelled, and OpCache.GetStatus
evicts a cancelled op before the handler iterates it.

Cancelling the last running operation put a green "Installed model X" on the
strip for four seconds: the completion hold was guarded by
`!previous.isCancelled`, which is dead. A cancellation deletes the operation
server side, so the strip sees exactly what it sees on a completion, and
nothing in the payload separates the two. The signal now comes from the side
that issued the cancel: the operations context remembers the job IDs it
cancelled (pruned after a minute) and the strip asks before it holds anything.
A cancelled operation goes as soon as it stops; the record already reports it
as cancelled.

isQueued was set only when the gallery status was missing, but markQueued
publishes a "queued" status at admission, so a queued op has a status for its
whole queued life and the state was unreachable outside a microsecond window.
Every operation waiting behind a running install rendered as "Installing model
X" with a spinner. The queued phase is now the signal, via an exported
PhaseQueued and a nil-safe OpStatus.IsQueued() next to the writer.

With those two fixed, the Cancelling state has no way to be entered: cancelling
is instantaneous from the API's point of view. Its branches, CSS, locale key
and the isCancelled field itself are removed rather than left for a future
reader to assume they work.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(ui): keep a removal a removal, and say what an install is doing

OpStatus.Deletion was set once, at admission, and lost on the next status
write: UpdateStatus replaces the whole status and only carried Nodes
forward. Every later writer (the worker's first write, the progress
ticks, the failure path) leaves the field at its zero value, so the flag
survived only the queued window, and both surfaces test isQueued first.

The reachable consequence is that a failed removal reported itself as a
failed install, which is exactly the shape the Activity page offers Retry
for, and Retry installs: pressing it on a removal that failed
re-downloaded the model. A running delete also rendered as "Installing
model X" with a spinner, and a successful one as "Installed model X".

Carry Deletion forward the way Nodes already is. A job is a delete or an
install for its whole life; an unset flag means "no new information", not
"this is an install". Pinned by Go specs on both the service and
/api/operations: the existing Playwright specs were green only because
they stubbed a payload the server could not emit.

Also restore the operation's own status message on the Activity card.
Phases and byte counters exist only on the managed-artifact path, so a
legacy files: gallery model and every backend install rendered a sub-row
with nothing in it but the verb. The strip stays terse on purpose.

And give the strip's name a min-width floor: overflow: hidden zeroes its
automatic minimum, so a long error squeezed the name down to "mod…" and
the identity of the thing that broke was the first thing lost.

primaryOperation is made module-private: its comment claimed the Activity
page selected the same operation, but that page shows all of them,
partitioned into failed and running, and never imported it.

Assisted-by: Claude Code:Opus 5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(activity): read the operations record from PostgreSQL

The Activity page's record of finished installs and removals was a 50-entry
in-memory ring per frontend replica. In distributed mode that is the wrong
place for it: each replica keeps its own copy, a replica added by a scale-out
or a rolling deploy starts empty and never backfills, and "Clear history"
clears only the replica that served the request, so the record reappears on
the next poll routed elsewhere.

The data is already in gallery_operations. Read it from there.

GalleryStore gains ListTerminal and ClearTerminal, sharing a lifted
terminalStatuses set with CleanOld so there is one definition of "finished".
ListTerminal orders by updated_at, when the operation reached its terminal
status, because the record reports what finished and when.

OpCache.History and ClearHistory dispatch on whether a store is wired, so the
HTTP handlers and the OpRecord JSON shape are unchanged and the page needed no
change. A failed store read falls back to the local ring rather than blanking
the page, and ClearHistory empties the ring as well so a database blip cannot
resurrect a record the admin just cleared.

The name derivation in recordTerminal is lifted into operationDisplayName and
used by both paths, so the ring and the store cannot name the same operation
differently.

Also fixes a pre-existing bug the store path made visible: the backend channel
hardcoded op_type "backend_install" even for a removal, while the model channel
derives model_install/model_delete from op.Delete. Both channels carry the same
ManagementOp, whose Delete field the backend handler already branches on, so
the backend channel now derives backend_delete the same way.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(activity): keep a cancelled operation cancelled, and report a failed clear

Review follow-up on the store-backed Activity record.

A cancelled install was recorded as a failure. The cancel handler persists
"cancelled" synchronously, then the handler goroutine unwinds with the context
error and Start hands that to updateError unconditionally, which overwrote the
row with "failed: context canceled". The page rendered a cancelled install as a
red failure card offering Retry, with a raw context error as the reason.

Fixed in GalleryStore rather than in Start, because an operation finishes once
and the paths that retire one are not mutually exclusive: UpdateStatus now
refuses to rewrite a row that already reached a terminal status. That also pins
updated_at to when the operation really finished, which is the key the record is
ordered by, and Create's upsert now freezes the same columns so a worker
dequeuing an operation the admin cancelled while it was queued cannot reopen it
as pending.

ClearHistory returned nothing, so a failed delete logged a warning while the
handler still answered 200. The admin watched the record clear and come back on
the next fetch with nothing said about why. It now returns the error, the DELETE
handler answers 500, and the store is cleared before the local ring so a failure
leaves the fallback record intact rather than faking an empty one.

Hydrate is the only reader that decides from op_type whether an operation is a
removal, and it tested for "model_delete" exactly, so the backend_delete added
in the previous commit hydrated as an install: a replica restarting during a
backend removal rendered "Installing backend X". Both discriminations now go
through IsDeleteOpType/IsBackendOpType so a fifth op_type cannot silently read
as an install in whichever consumer was missed.

Also: the backend channel now persists Cancellable as !op.Delete, matching the
model channel; IsBackend falls back to the op_type prefix, since is_backend_op
is only written by UpsertCacheKey and the rows needing the name fallback were
reporting backend operations as models; and an unrecognized terminal status is
logged rather than quietly filed as a success, which is what the comment already
claimed.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(activity): keep a reaped operation correctable by its real outcome

The terminal-status freeze added in the previous commit was too wide. It froze
"failed" alongside "completed" and "cancelled", and the stale reaper writes
"failed" onto operations that are still going to run.

The gallery worker is a single goroutine consuming both channels serially, so
an operation queued behind a large download sits in "pending" with nothing
bumping updated_at, and ReapStaleOperations gives up on it after 30 minutes.
That used to be self-healing: the worker dequeued it, Create reset the row to
"pending", and the operation reported its real outcome. With the freeze the row
stayed "failed" forever while the install ran and succeeded underneath it: a red
failure card offering Retry for a model that is installed, omitted from
ListActive so no replica hydrates it, and no longer deduped cluster-wide by
FindDuplicate.

Freeze on ("completed", "cancelled") instead. That is all the cancelled-install
fix ever needed, and it leaves a failure correctable by what actually happened.
The set is separate from terminalStatuses, which ListTerminal, ClearTerminal and
CleanOld all still want in full, because the two mean different things: a
failure can be superseded by a real outcome, a completion or a cancellation is
the real outcome.

UpdateStatus now writes the error column unconditionally, so a corrected
outcome drops the previous attempt's reason rather than being recorded as
completed while still carrying "stale operation reaped" as its error.

Also adds the route-level spec for the 500 branch of DELETE
/api/operations/history, and trims a comment that credited the persisted
cancellable column with more than it survives long enough to do.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(activity): offer Cancel in the phase that can honour it

The cancellable flag was set at both ends of an operation's life and was wrong
at both, in opposite directions.

A queued operation is cancellable whatever it is. EnqueueModelOp and
EnqueueBackendOp select on the operation context, so cancelling one that is
still waiting releases the delivery goroutine and abandonQueued retires it: the
worker never sees it, nothing is downloaded, nothing is deleted. markQueued
nevertheless wrote Cancellable: !deletion, so a queued removal reported
cancellable: false and the UI hid the Cancel button in the one window where
pressing it both works and leaves no trace. A removal queued behind a large
install was stuck there until the install finished.

A running removal is not cancellable at all. DeleteModel and DeleteBackend take
no context, and modelHandler only checks the operation context after the call
returns, so a "cancelled" verdict would land after the model was already gone.
Both handlers nevertheless wrote Cancellable: true unconditionally at entry,
ahead of the op.Delete branch, offering a Cancel button the server cannot
honour.

So the queued phase is more cancellable than the running phase, which is the
reverse of the usual shape. markQueued now reports true unconditionally, and
the handler-entry writes report !op.Delete. Both sites carry a comment saying
why, because reading either one alone suggests the other is a bug.

GalleryStore.Create keeps !op.Delete: it runs at dequeue, so its value already
describes the running phase. Its comment now says so.

Specs cover queued removal, queued install, running removal and running install
through the handlers, plus the queued-removal case through /api/operations
where the flag is consumed, plus the behaviour the whole asymmetry rests on: a
removal cancelled while queued never reaches the worker and deletes nothing.
No existing spec asserted the old values.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Write] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(activity): clamp the installer message, and add a real-binary e2e spec

Running the page against a real local-ai showed the legacy installer message
wrapping to three lines and dominating the card: it embeds an absolute file
path, so it is both long and a single unbreakable token. One line, ellipsised,
full text in the title, matching what the error string already does.

The spec that found it runs with no route stubbing at all. Every other spec
here stubs /api/operations, which is how a payload the server cannot emit
(isDeletion true on a live operation) stayed green through a full review while
the UI rendered a removal as an install. It is skipped unless
LOCALAI_REAL_BINARY is set, so CI is unaffected.

Assisted-by: Claude Code:claude-opus-5 [Read] [Edit] [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
2026-07-28 19:33:48 +02:00
mudler's LocalAI [bot]andEttore Di Giacinto f317da7c0f fix(galleryop): make admitted operations queryable and survive a failed op (#11044)
Two lifecycle defects observed on a 2-replica distributed cluster.

The install endpoints mint a job UUID, hand the operation to an unbuffered
channel, and answer HTTP 200 immediately. The gallery worker is a single
goroutine that processes operations serially, and the first status write
happens inside modelHandler/backendHandler — i.e. only once the worker
actually starts the work. An operation queued behind a running install
therefore had no status at all: GET /models/jobs/<uuid> answered
"could not find any status for ID" and GET /models/jobs did not list it,
so the endpoint reported success for work nothing could observe. On the
paths that sent directly rather than from a goroutine, the same unbuffered
channel blocked the HTTP handler for the whole duration of the in-flight
install, which is how a replica came to accept no /models/apply at all
while /readyz stayed green.

Admission now goes through EnqueueModelOp/EnqueueBackendOp, which publish a
"queued" status before handing the operation over, so a job ID is queryable
from the instant it is handed out. Delivery selects on the operation's
context, so cancelling a still-queued operation releases the delivery
goroutine instead of stranding it on a send that will never be received,
and an operation the worker never accepts becomes a terminal failure rather
than a silent leak.

The worker also had no panic containment. A panic in any handler propagated
out of the single consumer goroutine and killed the process, taking every
queued operation with it; it is now contained to the operation that caused
it. The two ignored galleryStore.Create errors are logged, and the model and
backend delete endpoints now run under the same ID they hand back — they
previously ran under an empty ID and returned a status URL for a job that
could never have a status.

Second, an operation orphaned by a controller replaced mid-download kept
reporting phase=downloading, processed=false, error=none while nothing was
downloading. The PostgreSQL side does recover on its own (FindDuplicate
ignores rows untouched for 30 minutes and CleanStale marks them failed), but
the reaper only ever corrected the database. The in-memory statuses map that
GET /models/jobs/<id> and /api/operations actually read was never corrected,
so every replica kept serving the frozen tick indefinitely. ReapStaleOperations
now reconciles the in-memory copy with the reap.

Note that operation ownership is still not tracked: gallery_operations has a
FrontendID column that nothing writes, so a live operation and one whose owner
died are distinguished only by a 30-minute staleness timeout. Narrowing that
window needs a lease/heartbeat mechanism and is out of scope here.


Assisted-by: Claude Code:claude-opus-4-8[1m] [Read] [Edit] [Bash]

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
2026-07-23 00:02:23 +02:00
LocalAI [bot]andEttore Di Giacinto bcc41219f7 feat: materialize Hugging Face model artifacts (#10825)
* feat(config): add model artifact source contract

Assisted-by: Codex:GPT-5 [Codex]

* feat(downloader): add authenticated raw-byte progress

Assisted-by: Codex:GPT-5 [Codex]

* feat(huggingface): resolve immutable snapshot manifests

Assisted-by: Codex:GPT-5 [Codex]

* feat(models): add artifact storage primitives

Assisted-by: Codex:GPT-5 [Codex]

* feat(models): materialize pinned Hugging Face snapshots

Assisted-by: Codex:GPT-5 [Codex]

* feat(models): bind managed snapshots at runtime

Assisted-by: Codex:GPT-5 [Codex]

* feat(gallery): materialize model artifacts during install

Assisted-by: Codex:GPT-5 [Codex]

* feat(gallery): declare managed Hugging Face artifacts

Assisted-by: Codex:GPT-5 [Codex]

* feat(models): preload managed model artifacts

Assisted-by: Codex:GPT-5 [Codex]

* fix(gallery): retain shared artifact caches on delete

Assisted-by: Codex:GPT-5 [Codex]

* feat(models): report artifact acquisition progress

Assisted-by: Codex:GPT-5 [Codex]

* refactor(backends): load managed models from ModelFile

Assisted-by: Codex:GPT-5 [Codex]

* refactor(backends): load staged speech model snapshots

Assisted-by: Codex:GPT-5 [Codex]

* refactor(backends): use staged snapshots in engine backends

Assisted-by: Codex:GPT-5 [Codex]

* test(distributed): cover staged artifact snapshots

Assisted-by: Codex:GPT-5 [Codex]

* docs: explain managed model artifacts

Assisted-by: Codex:GPT-5 [Codex]

* docs: add product design context

Assisted-by: Codex:GPT-5 [Codex]

* feat(ui): show model artifact download progress

Assisted-by: Codex:GPT-5 [Codex]

* Eagerly materialize Hugging Face artifacts

Materialize HF-backed model references as managed GGUF artifacts during load, with lazy download retained only as fallback.

Assisted-by: Codex:GPT-5 [shell]

* Refactor HF
  downloads through a shared executor

Assisted-by: Codex:GPT-5 [shell]

* drop

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
2026-07-15 01:09:33 +02:00
LocalAI [bot]andEttore Di Giacinto d7d7721eae feat(distributed): SyncedMap component + migrate finetune/quant/agent-tasks to cross-replica state (#10542)
* feat(distributed): add SyncedMap cross-replica in-memory state component

Introduce core/services/syncstate.SyncedMap[K,V]: a thread-safe in-memory map
that keeps itself consistent across frontend replicas via NATS, with an optional
pluggable durable Store and hydrate-from-source convergence.

Several features keep process-local state surfaced to the API (finetune/quant
jobs, agent tasks, model configs) and each hand-wired the same in-memory + NATS
broadcast + read-through-store legs - or forgot to, reintroducing cross-replica
staleness. SyncedMap makes that consistency a configuration choice:

- local writes mutate the map, write through the Store, then broadcast a delta;
- the apply path is memory-only and never re-publishes or re-writes the Store
  (structural echo-loop guard, mirroring galleryop.mergeStatus);
- on Start and on NATS reconnect the map re-hydrates from the source (Store, else
  Loader); an optional periodic Reconcile repairs silent drift;
- standalone mode (nil NATS client) is a strict in-memory no-op.

Reconnect re-hydrate is wired via a new *messaging.Client.OnReconnect callback,
consumed through an optional type-assertion so MessagingClient stays minimal.
Adds messaging.SubjectSyncStateDelta and a reusable testutil.FakeBus (synchronous
in-process MessagingClient with wildcard matching) for adopter tests.

Component only; service migrations follow in subsequent commits.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:claude-opus-4-8 [Claude Code]

* refactor(finetune): back jobs with SyncedMap for cross-replica consistency

FineTuneService kept jobs in a process-local map and, although it wrote them to
Postgres, ListJobs/GetJob never read the store back and the wired natsClient was
never used - so in distributed mode a job created on one replica was invisible to
the others. Replace the map and the dead client with a syncstate.SyncedMap keyed
by job ID, value *schema.FineTuneJob (the exact REST shape, so responses are
unchanged).

- Add a Store adapter (core/services/finetune/syncstore.go) over FineTuneStore,
  plus FineTuneStore.ListAll (global hydrate; per-user List kept) and an
  idempotent Upsert (create-or-update; Create alone fails on dup key).
- Writes go through SyncedMap.Set/Delete (write-through + broadcast); reads use
  List/Get. The on-disk state.json path becomes the standalone Loader, keeping
  single-node restart recovery (stale->stopped / exporting->failed fixups).
- Fold SetNATSClient/SetFineTuneStore into NewFineTuneService; app.go passes the
  distributed NATS client + store when distributed, nil otherwise.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:claude-opus-4-8 [Claude Code]

* refactor(agentpool): back agent tasks with SyncedMap for cross-replica consistency

AgentJobService.ListTasks read the process-local tasks map only, while ListJobs
already read through the DB persister + dispatcher NATS - so in distributed mode
a task created on one replica was invisible to the others. Back tasks with a
syncstate.SyncedMap keyed by task ID (value schema.Task, the exact REST shape);
jobs are left untouched.

- Store adapter (task_syncstore.go) over the existing JobPersister
  (LoadTasks/SaveTask/DeleteTask); reads svc.persister/userID live so a persister
  swap needs no rebuild. No new persister methods required.
- Task reads -> SyncedMap.List/Get; create/update -> Set (write-through +
  broadcast); delete -> Delete. The file persister now owns its own task set so
  the write-through path does not re-enter the SyncedMap lock (deadlock guard).
- The distributed NATS client is not available at construction (start() precedes
  initDistributed), so it is injected via SetTaskSyncNATS, which rebuilds the
  still-empty map before Start/hydrate. Wired at the main, restart, and per-user
  (UserServicesManager) distributed sites.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:claude-opus-4-8 [Claude Code]

* refactor(quantization): back jobs with SyncedMap + durable QuantStore

QuantizationService kept jobs in a process-local map persisted only to a local
state.json, so in distributed mode jobs were neither visible across replicas nor
durable cluster-wide. Back jobs with a syncstate.SyncedMap keyed by job ID
(value *schema.QuantizationJob, the exact REST shape).

- New distributed.QuantStore (GORM, table quantization_jobs) mirroring
  FineTuneStore: Create/Get/ListAll/Upsert(idempotent)/Delete, registered for
  AutoMigrate via distributed.InitStores (Stores.Quant).
- New adapter (quantization/syncstore.go) over QuantStore implementing
  syncstate.Store, with record<->schema conversion.
- Reads go through List/Get, writes through Set/Delete (write-through +
  broadcast); state.json is kept as the standalone Loader for single-node restart
  recovery (stale-job fixups preserved).
- app.go passes the distributed NATS client + QuantStore when distributed, nil
  otherwise; Start/Close lifecycle mirrors finetune.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:claude-opus-4-8 [Claude Code]

* fix(syncstate): annotate gosec G118 false positive on lifeCtx

gosec flagged the WithCancel in Start as "cancellation function not called"
because the returned cancel is stored on the struct rather than called/deferred
in scope. It is invoked in Close (covered by tests), and lifeCtx must outlive
Start to drive the reconnect/reconcile goroutines. Suppress the verified false
positive with a justified #nosec G118.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:claude-opus-4-8 [Claude Code]

* test(distributed): e2e two-replica SyncedMap sync over real NATS + Postgres

Adds the real-infrastructure counterpart to the fake-bus unit tests, in the
existing distributed e2e suite (testcontainers NATS + PostgreSQL). Two SyncedMap
instances stand in for two frontend replicas - each with its OWN NATS connection
to a shared server and a SHARED Postgres store (the distributed-mode invariant) -
and assert, over the wire:

- a create on replica A is observed by replica B;
- an update and a delete propagate A -> B (delete prunes, which a reload cannot);
- a late-joining replica recovers a job it never received a delta for, via store
  hydrate on Start (the at-most-once gap a fake bus cannot exercise);
- a local Set is written through to the shared Postgres store.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:claude-opus-4-8 [Claude Code]

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
2026-06-27 23:23:51 +02:00
LocalAI [bot]andEttore Di Giacinto 56f8a6623f fix(galleryop): persist cancellable so restarted in-flight ops stay cancellable (#10454)
In distributed mode a model/backend install marks OpStatus.Cancellable=true
while downloading, but the gallery_operations row never recorded it:
UpdateStatus persisted only progress/status and Create left the cancellable
column at its zero value. After a replica restart Hydrate rebuilt the op with
cancellable=false, /api/operations reported false, and the UI hid the cancel
button - the orphaned op then lingered until the 30-minute stale reaper
expired it ("stays there on restart, can't cancel, after a bit it expires").

Persist the flag on every progress tick and at row creation (installs are
cancellable, deletes are not), and clear it on terminal transitions. A
rehydrated in-flight op is now cancellable, so an admin can dismiss the
orphaned op immediately instead of waiting out the reaper. The functional
cancel path already survived restart (CancelOperation persists store.Cancel
even with no live CancelFunc); this restores the UI affordance that drives it.


Assisted-by: Claude:claude-opus-4-8 [Claude Code]

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
2026-06-22 22:41:16 +02:00
LocalAI [bot]andEttore Di Giacinto 92dea961c2 fix: distributed backend reinstall/upgrade UI stuck on 'reinstalling' (#10214)
* fix(galleryop): self-evict terminal ops from OpCache.GetStatus

The processingBackends map (the UI 'reinstalling' spinner source) only cleared
an op when a client polled /api/backends/job/:uid. The Manage-page Reinstall and
Upgrade buttons never poll, so completed installs leaked into processingBackends
forever and the backend card spun 'reinstalling' even though the install had
finished. Evict terminal ops on the list read instead; DeleteUUID already
broadcasts the eviction so peer replicas converge.

Reproduced on a live 5-node distributed cluster: 5 backends sat in
processingBackends with underlying jobs reporting completed:true,progress:100.

Assisted-by: Claude:claude-opus-4-8 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(nodes): clear pending backend ops behind offline/draining nodes

ListDuePendingBackendOps filters status=healthy, so a backend op queued against
a node that went offline (stale heartbeat) or draining (admin action) was never
retried, aged out, or deleted - it leaked forever and kept the UI operation
spinning. Add DeleteStalePendingBackendOps and run it each reconcile pass:
draining nodes are cleared immediately (model rows already purged), offline
nodes once their heartbeat is older than a grace window (blip protection).

Reproduced on a live cluster: orphaned llama-cpp install rows targeting an
offline (nvidia-thor) and a draining (mac-mini-m4) node sat at attempts=0
indefinitely.

Assisted-by: Claude:claude-opus-4-8 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(nodes): stream per-node progress during backend upgrade

The install dispatch subscribed to a per-op progress subject and streamed
per-node download ticks; the upgrade dispatch did a bare 15-minute blocking
NATS round-trip with no subscription, so the UI showed progress:0 the whole
time (the 'reinstalling but nothing happens' report on a slow node).

Thread the op ID through BackendManager.UpgradeBackend -> the distributed
manager -> the adapter, and have the adapter subscribe to the per-op progress
subject before the request (extracted into a shared subscribeProgress helper
reused by install/upgrade/force-fallback). The worker's upgradeBackend now
creates the same DebouncedInstallProgressPublisher installBackend uses. An
upgrade is a force-reinstall, so it reuses SubjectNodeBackendInstallProgress
rather than minting a new subject - no new NATS permission, no new
rolling-update compat surface. Reconciler-driven retries pass empty
opID/onProgress and stay on the silent path.

Reproduced on a live cluster: upgrade of llama-cpp-development on agx-orin-slow
sat at progress:0 for 4+ minutes with no per-node feedback.

Assisted-by: Claude:claude-opus-4-8 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(galleryop): persist cancellation + periodically reap orphaned ops

Two distributed gaps surfaced when a replica was killed mid-upgrade on a live
cluster, leaving the backend stuck 'processing' in the UI forever:

1. CancelOperation flipped the in-memory status to cancelled and broadcast a
   NATS event but never persisted the terminal status. On the next replica
   restart the still-active row re-hydrated straight back into
   processingBackends and the UI spun again. It now calls store.Cancel(id) so
   the cancel survives a restart.

2. CleanStale (which marks abandoned active ops failed) only ran once on
   startup, so an op orphaned AFTER startup - its owning replica's foreground
   handler goroutine gone - was never reaped until the next restart. Add
   GalleryService.ReapStaleOperations and run it on a 15m ticker (CleanStale
   now returns the reaped count for observability).

Neither is covered by the OpCache self-evict fix: an orphaned op never reaches
Processed, so it would never self-evict.

Assisted-by: Claude:claude-opus-4-8 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(review): address self-review findings on the distributed install fixes

Three findings from an adversarial review of this branch:

1. CRITICAL - OpCache.GetStatus crashed under concurrent load. m.Map() returns
   the live internal map by reference, so deleting from it on the read path was
   an unsynchronized write to a map four HTTP handlers poll every ~1s -> a
   'concurrent map writes' fatal. Rewritten to iterate a Keys() snapshot, build
   a fresh result map, and apply evictions via the locked DeleteUUID after the
   loop. Added a -race concurrency regression guard.

2. HIGH - GetStatus evicted failed ops too, hiding them from /api/operations
   and breaking the dismiss-failed-op flow (the panel keeps Error != nil ops so
   the admin can read the error and click Dismiss). Eviction now fires only for
   terminal ops with Error == nil (success/cancelled); failures are retained.

3. MEDIUM - DeleteStalePendingBackendOps missed StatusUnhealthy nodes. A node
   marked unhealthy on a NATS ErrNoResponders never transitions to offline
   (health.go skips re-marking it), so its pending ops leaked exactly like the
   offline case. Unhealthy is now reaped via the same stale-heartbeat grace path
   (a fresh-heartbeat node is recovering and keeps its op).

Assisted-by: Claude:claude-opus-4-8 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(review-2): don't evict the still-installing soft-path; don't spin on failed ops

Second review pass found two issues:

1. MEDIUM (Go) - OpCache.GetStatus evicted the ErrWorkerStillInstalling
   soft-path op. That op is deliberately Processed=true with no error to show a
   yellow in-progress state when a worker timed out the NATS round-trip but is
   still installing in the background; the reconciler confirms the real outcome
   later. Evicting it (and broadcasting OpEnd + marking the DB completed) hid an
   install that may still fail. Eviction is now scoped to a clean success
   (progress 100 + 'completed', matching the job-poll's historical condition) or
   a cancellation - the soft-path (progress != 100) and failures are kept.

2. MEDIUM (React) - the Backends gallery card rendered ANY operation as an
   'Installing...' spinner, so a failed op (now intentionally kept in the list
   for the OperationsBar error + Dismiss) spun forever. Exclude errored ops from
   the card spinner, mirroring Models.jsx (isInstalling already excludes
   op.error). The error + Dismiss still surface in the global OperationsBar.

Assisted-by: Claude:claude-opus-4-8 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(ui): refresh Manage backends table when an operation settles

The Manage backends table fetched installed backends only on mount/after delete
and checked upgrades only on tab activation. After a reinstall/upgrade completed
neither re-ran, so the installed-version cell and the 'update available' badge
stayed stale until the user switched tabs - the op looked like it 'did nothing'.

Watch the operations list (via useOperations) and re-fetch installed backends +
available upgrades whenever the count settles, mirroring the operations.length
watch Backends.jsx already uses. Consolidates the prior tab-activation upgrades
check into the same effect.

Assisted-by: Claude:claude-opus-4-8 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
2026-06-08 10:03:02 +02:00
LocalAI [bot]andEttore Di Giacinto 8d6548c0b9 fix(distributed): sync gallery OpCache + caches across frontend replicas (#9983)
When the LocalAI frontend deployment is scaled past one replica, the UI's
/api/operations poll round-robins between pods. Each pod kept the OpCache
(galleryID->jobID), OpStatus map, and the post-install in-memory caches
(ModelConfigLoader, UpgradeChecker) purely in-process. Reads never
consulted PostgreSQL or NATS even though writes already published to PG.
Symptoms:

- A user installing a model on replica A saw the operation card flicker
  in and out as the load balancer alternated.
- The Models page re-fetched the whole gallery on every flicker because
  useEffect([operations.length]) re-fires when the count changes.
- A chat completion that landed on replica B after the install completed
  on replica A failed to find the new model — B's ModelConfigLoader was
  still the old one because nothing told it to reload from disk.
- The UpgradeChecker 6-hour cache stayed stale on peer replicas after a
  backend upgrade, so /api/backends/upgrades kept surfacing an upgrade
  that had already shipped.

Mirror the jobs Dispatcher pattern for gallery ops:

- OpCache learns SetMessagingClient/SetGalleryStore + a Start(ctx) that
  hydrates from PostgreSQL and subscribes to gallery.opcache.{start,end}.
  Set/SetBackend now upsert cache_key + is_backend_op on the gallery_
  operations row and broadcast OpCacheEvent so peers merge it in. The
  hydrate path uses a new GalleryStore.ListActive() (status in {pending,
  downloading, processing} and updated within 30 min).
- GalleryService.SubscribeBroadcasts wires a SubjectGalleryProgress-
  Wildcard subscriber that calls a new lock-light mergeStatus into the
  local statuses map, plus a SubjectGalleryCancelWildcard subscriber that
  runs the locally-registered cancel func. Hydrate() restores active rows
  from PostgreSQL on startup so a freshly-started replica is not
  observably empty mid-install. CancelOperation tolerates the cancel func
  living on a different replica and publishes anyway.
- modelHandler and backendHandler publish on the new
  SubjectCacheInvalidateModels / SubjectCacheInvalidateBackends after
  a successful install/delete/upgrade. SubscribeBroadcasts wires peers
  to refresh: OnModelsChanged (re-runs LoadModelConfigsFromPath) and
  OnBackendOpCompleted (re-triggers UpgradeChecker). The originating
  replica reloads inline so it never enters the broadcast handler.
- OpStatus.Error (an error interface) flat-marshalled to "{}" over JSON,
  so a failed install replicated to a peer arrived with a nil error and
  the UI's failure banner never appeared. Add MarshalJSON/UnmarshalJSON
  via an opStatusWire shim that round-trips Error as a string.
- UpdateStatus and CancelOperation now drop the mutex before publishing
  to NATS or persisting to PostgreSQL. The wildcard subscriber's
  mergeStatus loops back into the same service on the publishing replica
  and would deadlock otherwise; this also prevents future PG round-trips
  from stalling concurrent readers on every progress tick.

Tests cover the OpStatus error round-trip, OpCache propagation through a
shared in-memory bus, OpCache PostgreSQL hydration (active-only),
GalleryService progress + cancel broadcast, Nodes preservation across a
peer's bare progress tick, GalleryService hydration from PG, and the
two cache-invalidation broadcasts (models + backends). 44 specs total
in galleryop; routes/operations specs and jobs/agents suites still pass.


Assisted-by: claude-code:claude-opus-4-7

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
2026-05-25 17:28:14 +02:00
Ettore Di Giacinto 59108fbe32 feat: add distributed mode (#9124)
* feat: add distributed mode (experimental)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix data races, mutexes, transactions

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* refactorings

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fixups

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix events and tool stream in agent chat

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* use ginkgo

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* refactoring and consolidation

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* refactoring and consolidation

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* refactoring and consolidation

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* refactoring and consolidation

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* refactoring and consolidation

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* refactoring and consolidation

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* refactoring and consolidation

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* refactoring and consolidation

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(cron): compute correctly time boundaries avoiding re-triggering

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* enhancements, refactorings

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* do not flood of healthy checks

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* do not list obvious backends as text backends

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* tests fixups

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* refactoring and consolidation

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Drop redundant healthcheck

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* enhancements, refactorings

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-03-30 00:47:27 +02:00