feat(custom-model): generate Run-menu entries from saved endpoint profiles - #430
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CI on PR Ark0N#430 failed test/server-index-title.test.ts's byte-identity check: renderIndexHtml now injects a second unconditional <script> before </head> (window.__codemanCustomModelClis, added alongside the existing __codemanCliAvailable one), and the test only knew to strip the older one before comparing the rendered HTML against the raw template. Strip both. Unlike __codemanCliAvailable (an object, historically injected only where something resolved), the new one is a plain array injected unconditionally, possibly empty, so it needs stripping on every machine, not just one with CLIs installed. Verified the two replace() calls compose correctly against the exact strings server.ts actually produces (simulated in isolation; this box has no tmux, so the real WebServer-backed test file cannot run here at all -- same environment gap noted throughout this PR's review). Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
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Thanks for picking this up, and for reading the merge comment on #393 as an actual invitation rather than a pleasantry. The shape is right: generating the entries off It is still a draft so I am reviewing it as one. The backend, the docs and the architecture are sound. The frontend half does not currently work, and I want to be specific rather than vague about it, because none of it needs a redesign. Every item below is small and local. You were honest up front that no browser test was possible on your box ("this box has no tmux"). That is exactly where the damage landed, so it is worth saying plainly: three of these would have shown up on a single page load. First, credit where it is due: your last commit ( 1. Every generated inline onclick="app.runCustomModelEntry(${JSON.stringify(cli.id)}, ...)"
The repo already has the right idiom four lines away in the same file: Fix it that way rather than by reordering quotes, because there is a second reason: 2. The endpoint list is read as a bare array, but the wire carries the envelope (
Worth knowing why no test caught it, since it is not your fault: 3. A failed launch applies the endpoint to whatever session was already open, and restarts it ( Either have the runner hand back the id it created, or snapshot before and require it to have changed: const before = this.activeSessionId;
await runner();
const sessionId = this.activeSessionId;
if (!sessionId || sessionId === before) return;The snapshot form is a heuristic (it also declines if a run legitimately re-selects the same session), but declining to apply is the safe side of that trade. Two majors: 4. It bypasses the Run launch in-flight lock. 5. No test for any of the new frontend behaviour. Three of the four blockers are DOM-level facts that need no Playwright and no tmux. Minors, worth doing while you are in here:
Nits: the The backend piece ( Items 1, 2 and 3 are what I need before this comes out of draft. It is not going into the release I am assembling now, which is fine for a draft. Ping me when it is ready and I will take another pass. |
… it never had The wiki was written for seven run modes and never received Grok Build, DeepSeek Harness or OMP. They now appear everywhere the others do: the modes table and per-CLI notes, install commands, environment prefixes, the Quick Start table, the requirements rows, the vocabulary, and every "seven modes" count. The 1.27 to 1.29.0 changes land on the pages that own them: attaching a case to an existing container, multi-case adoption and the copy-a-case picker (Docker Cases); file reads over ssh in remote cases and what stays unavailable (Remote SSH Sessions, Working With Files, Security); single-page app routing, frame recovery, localhost links as tabs and the egress guard (Web Tabs); DeepSeek as the one non-Claude mode with real stop/blocked signals and Approvals items, Codex's own work detection, last-response, the model-endpoint routes and refreshed counts (HTTP API, Driving From An Agent, Hooks, Notifications, Keeping Agents Running, Core Concepts); Shift+drag, right-click copy, Auto Copy, the Ctrl+Z guard, font weight, the vertical rail and its activity sort (Keyboard Shortcuts, Input And Voice, The Dashboard, Settings Reference); the 600px phone cutoff, Codex shift arrows and iPhone Duo (Mobile Guide); the Docker Compose route and its update rule (Installation, Running As A Service); four new symptom entries and a "which CLIs" question (Troubleshooting, FAQ). Custom model endpoints are deliberately left to #430, which adds that page and edits Agent CLIs, Settings Reference and the sidebar; these edits stay out of the regions #430, #428 and #376 touch, and all three still merge cleanly on top. Both READMEs: the web-tab menu entry is labelled "Add URL" in the UI, not "Add dashboard". Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
…files Follow-up to Ark0N#393, picking up the work Ark0N invited in his merge comment: "generate those entries from the saved profiles rather than a fixed duplicate per harness, and put it in a follow-up PR so this one stays the backend... The Run-menu picker is yours if you want it." Adds the frontend surface the backend has been waiting on: - Run menu: a "Custom Endpoints" section lists one entry per (harness that supports customModelInjection, saved endpoint) pair, e.g. "Claude Code (llama.cpp)". The harness list comes from window.__codemanCustomModelClis, injected at page render straight off the CLI registry's own capabilities (never a hardcoded id list in the frontend), so a CLI whose injection recipe lands later appears with no frontend change. Picking an entry runs that harness's own existing run*() function unmodified (case creation, env overrides, everything, forced to a single instance) and then applies the endpoint's default model to the session it creates via the existing POST /api/sessions/:id/custom-model route. Entries are hidden for a remote/docker active case, since that route already refuses both. - Settings: App Settings -> Models gets a "Custom model endpoints" group wiring up the customModelEndpointsEnabled toggle (declared since Ark0N#393, read by nothing until now) plus CRUD against the existing /api/model-endpoints routes: list, add/edit (inline form), delete, discover models. - Backend: CustomModelHost gains an optional defaultModelId, the model the picker applies with no further choice per endpoint (one generated menu entry per CLI+endpoint pair, not per CLI+endpoint+model). The route refuses a value that isn't one of the endpoint's own discovered models, and a fresh discovery drops a default that no longer appears rather than carrying an invalid one forward. Docs: docs/custom-model-endpoints.md describes the new picker and settings panel; CLAUDE.md's Custom Model Endpoint Profiles entry drops the "backend-only" status note and documents the picker's generation mechanism. Tests: four new route tests cover defaultModelId validation, acceptance, and the drop/keep behaviour across a re-discovery; a new render-index-html test pins the __codemanCustomModelClis injection (present, agent CLIs supporting the capability, antigravity and shell excluded) and its solo-window skip. No browser test was added for the Run-menu picker itself or the settings CRUD panel (this box has no tmux, so the live server used by test:browser/test:mobile could not be exercised here) -- worth a Playwright pass before merge, same as any other frontend PR. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
New docs/wiki/Custom-Model-Endpoints.md (auto-synced to the live GitHub wiki on push to master, per docs/wiki/Contributing.md) covers turning the feature on, adding an endpoint, the Run-menu picker's one-off-run behaviour, the per-harness confidence table, and what it deliberately does not do yet (remote/Docker sessions, live hot-swap). Linked from the sidebar, from Agent-CLIs.md's "Read next" list plus a short pointer section, and from Settings-Reference.md's Models section. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
CI on PR Ark0N#430 failed test/server-index-title.test.ts's byte-identity check: renderIndexHtml now injects a second unconditional <script> before </head> (window.__codemanCustomModelClis, added alongside the existing __codemanCliAvailable one), and the test only knew to strip the older one before comparing the rendered HTML against the raw template. Strip both. Unlike __codemanCliAvailable (an object, historically injected only where something resolved), the new one is a plain array injected unconditionally, possibly empty, so it needs stripping on every machine, not just one with CLIs installed. Verified the two replace() calls compose correctly against the exact strings server.ts actually produces (simulated in isolation; this box has no tmux, so the real WebServer-backed test file cannot run here at all -- same environment gap noted throughout this PR's review). Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
…rapped envelope, wrong-session apply, missing lock, no tests
Addresses every blocker, both majors, and all but one minor from the
maintainer's review of the draft PR.
Blockers:
1. Every generated inline onclick was unparseable. JSON.stringify's own
double quotes terminated the double-quoted HTML attribute at the first
one, leaving btn.onclick null on every picker entry and every Discover/
Edit/Delete button. Fixed with escapeHtml(JSON.stringify(...)) per
argument, the same idiom deleteCase's onclick already uses four lines
away in session-ui.js. This also closes the live-HTML-injection route
through modelId (server-controlled, from the endpoint's own /v1/models
reply): with quoting intact, a `>` inside it can no longer terminate the
<button> tag early.
2. GET /api/model-endpoints wraps its body in the {success,data} envelope
like every other /api route (server.ts's preSerialization hook applies
to arrays too), so Array.isArray(hosts) was always false in production
and the picker/settings panel silently saw nothing. Both call sites now
go through _apiJson(), which already exists for exactly this.
3. A failed or declined run*() (missing CLI, isBusy, a caught exception)
returns normally without ever changing activeSessionId, so the apply
step used to silently re-point and restart whatever session the user was
already looking at. runCustomModelEntry() now snapshots activeSessionId
before the launch and requires it to have actually changed.
Majors:
4. Routes the launch through run() itself via a temporary _runMode swap
(never persisted — setRunMode() would sync it to the server) instead of
a parallel hardcoded dispatch table, so a custom-model launch now holds
the same _runInFlight lock every other Run click gets. This also
resolves the "hardcoded runners map contradicts the PR's own design"
minor: dispatch is run()'s own, so a CLI whose customModelInjection
recipe lands later needs no update here.
5. New test/custom-model-run-menu-ui.test.ts drives the real session-ui.js
against a JSDOM window (runScripts:"dangerously" — this JSDOM only ever
parses markup this module generated itself) for exactly the DOM-level
facts the review said needed no Playwright and no tmux: a generated
button's onclick genuinely compiles and fires, a dangerous modelId never
produces a live element, the envelope unwrap works, the session-changed
guard holds, run() actually gets called (proving the in-flight lock
engages), and _runMode is restored afterward. Confirmed against the
pre-fix code first (reproduces btn.onclick === null exactly) so this
isn't a vacuous pass. Plus new tests in custom-model-routes.test.ts and
render-index-html.test.ts for the other fixes below.
Minors:
- Generated entries now filter through isCliAvailable(), matching
_refreshRunModeAvailability's own gating of the stock entries.
- The CRUD panel is now gated on customModelEndpointsEnabled
(applyCustomModelEndpointsVisibility(), wired to the toggle's onchange
and to settings-modal open) instead of always rendering; the endpoint GET
no longer fires unconditionally either.
- API keys are never handed back to the browser on GET, POST or PUT —
redactApiKey() replaces the field with a computed apiKeySet: boolean, and
a PUT with no apiKey now keeps the stored one server-side
(applyStoredApiKey()) instead of the client resending a value it was
never given. New tests cover both directions (kept vs. replaced) by
observing the actual auth header a subsequent discovery request sends.
- "+ Add endpoint" hides for a non-admin in multi-user mode
(_applyCustomModelAdminGate(), also wired to admin-ui.js's codeman:me
event, since the real role can resolve after settings were first opened)
— endpoint writes were already admin-only server-side, but the button
used to render for everyone and eat a 403.
- design doc (custom-model-endpoints-plan.md §4) now says up front that its
toolbar-button design was superseded by the Run-menu picker.
- docs/api-reference.md gained a Custom Model Endpoints section (every
route, the apiKeySet/defaultModelId contract, the restart mechanics).
- Wiki page now covers un-pointing a session (curl/delete, no UI yet) and
that the picker is desktop-only for now.
- .set-inline-form uses --control-bg instead of a hardcoded black alpha
(CLAUDE.md already records that exact literal turning the settings
preview into a grey slab on light skins), .run-mode-custom-models gets
the same gap: 2px .run-mode-menu's own flex gap only applies one level
up, and the index.html comment naming the wrong function is fixed.
- __codemanCustomModelClis's JSON is now escaped against a literal
</script> (CliEntry.label is user-clis.json-settable, unlike
__codemanCliAvailable's booleans-only payload) via a new exported
escapeScriptJson(), pure and unit-tested without needing a WebServer.
- Added defaultModelId + the new /v1/model-endpoints routes to
docs/api-reference.md; left the "no zh-CN for the new Models-section
group" minor unaddressed only insofar as the wider Models section (task
routing, thinking effort, etc.) has never had zh-CN coverage either —
everything this PR itself introduces (labels, hints, button text, the
Run-menu's "Custom Endpoints" header) IS translated in i18n.js.
Regression caught while fixing Ark0N#4: the admin-gate's codeman:me listener is
a module-level document.addEventListener() call, which threw in
run-mode-ui.test.ts's minimal vm-context fake document and failed all 10
of that file's tests. Fixed with optional chaining before it ever reached
the branch this commit lands on; full targeted suite (route tests,
structural guards, every settings-ui.js-loading frontend test) reverified
green afterward.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
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…re than one, and re-discover models every 5 minutes Two enhancements requested after live-validating PR Ark0N#430 against a real llama.cpp server: 1. Model picker dialog. Picking a Run-menu Custom Endpoints entry used to apply the endpoint's defaultModelId (or the first discovered model) silently. Now, via the new selectCustomModelEntry() (session-ui.js): - exactly one discovered model launches straight away, same as before - two or more open a new #customModelPickModal listing every discovered model; defaultModelId (if set) is marked but never auto-chosen, since the point of asking is letting ONE launch deliberately differ from the saved default, not just confirming it The endpoint is re-fetched at click time rather than trusting anything cached from the dropdown's own render, since the model list can have changed (the sweep below, or a settings-panel edit) since it opened. runCustomModelEntry() itself — the actual launch, routed through run() for the in-flight lock, snapshot-guarded against applying to the wrong session — is unchanged; it now just always receives an explicit model id from one of these two paths instead of computing one itself. 2. Periodic re-discovery. Every saved endpoint's models now refresh automatically every 5 minutes in the background (CUSTOM_MODEL_REDISCOVER_INTERVAL_MS, server.ts, registered the same way as the Codex plan-usage poll it sits beside — this.cleanup.setInterval, off under testMode), so a model the server starts or stops serving shows up without another manual "Discover" click. The manual POST .../discover-models route and the new refreshAllCustomModelHosts() sweep (custom-model-routes.ts) now share one pure merge step (applyDiscoveredModels: stamps lastDiscoveredAt, drops a defaultModelId that no longer appears) rather than two copies that could drift. The sweep is best-effort per host — one endpoint being unreachable on a cycle never blocks the others — and re-reads the store before each host's write, keyed by id, so a concurrent edit or delete from the settings panel always wins over a sweep that started before it. Tests: test/custom-model-endpoint-rediscovery.test.ts is a new, dedicated file for the sweep (kept separate from custom-model-routes.test.ts because that file's data dir is shared across every test in it — one temp HOME per FILE, not per test — which would make a sweep-touches-every-host assertion meaningless there). test/custom-model-run-menu-ui.test.ts gained a new describe block driving the real picker modal through JSDOM: single-model bypass, multi-model dialog with the default marked-not-chosen, picking a row closes the modal and launches with that exact model, the endpoint re-fetch, and the two "vanished by click time" toast paths. Docs: docs/custom-model-endpoints.md, docs/wiki/Custom-Model-Endpoints.md, docs/api-reference.md and CLAUDE.md's dense feature paragraph all updated — the last of these also caught up two sentences that had gone stale after the draft-review fixes landed (the picker routes through run() now, not a raw run*() call). Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
…s list scroll The dialog had no max-height at all, so an endpoint with many discovered models grew it past the viewport with nothing to scroll — reported live as both "takes up the full page" and "the list is truncated", which turn out to be the same bug. Gives #customModelPickModal .modal-content the same bounded-height + scrollable-body shape cronModal's .modal-lg already uses (max-height + flex column on the content, overflow-y:auto + flex:1 on the body), scoped by id rather than folded into the shared .modal-sm class three other modals already use for short, fixed content. max-height: min(70vh, 520px) scales with the viewport (a phone gets 70% of its height; a 4K display never gets a needlessly tall dialog) rather than committing to one fixed pixel value that would be wrong at either end. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
… toasts sticky with a close button Two related fixes, both needed to actually diagnose 'Session started on the native backend — could not apply the custom endpoint' reports from live testing: 1. runCustomModelEntry()'s apply call went through _apiJson(), which unwraps a success body but SWALLOWS a failure response entirely and returns null — discarding the one thing (error, errorCode) that would tell 'endpoint unreachable' apart from 'not a discovered model', 'remote/Docker session', or a dozen other real causes the apply route already reports distinctly. Switched to _api() so the actual response body is read on failure too, and the toast now includes the real message. 2. showToast() defaulted every toast, error or not, to a 3s auto-dismiss with no way to read it again — exactly what made the above generic message impossible to act on even before the fix above. Error toasts now default to sticky (duration: 0, no auto-dismiss) unless a caller opts into a duration, and every toast — sticky or not — gets an explicit close (x) button, since a sticky toast with no way to dismiss it would just accumulate across repeated failures. Tests: custom-model-run-menu-ui.test.ts's two apply tests updated for the _api() switch (their mocks previously stubbed _apiJson, which the apply call no longer goes through), plus a new test pinning that the real server error string reaches the toast on a failure. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
…ore applying
Root cause of every 'Session is busy' apply failure reported from live
testing: a just-launched CLI reports itself 'busy' for its own startup
(boot spinner, workspace-trust check) well before runCustomModelEntry's
apply call could reach it, and the apply route's isBusy() guard correctly
cannot tell that apart from a real turn in progress — it exists precisely
to refuse restarting a session mid-turn, and a fresh boot looks exactly
like one from the outside. Confirmed live: replaying the identical apply
call by hand against the same session, once it had settled, succeeded
immediately.
Fixed by waiting on the session's own readiness signal before applying:
GET /api/sessions/:id/wait?until=idle&timeout=20000, one GET already built
for exactly this ('Agent wait primitives', CLAUDE.md) rather than inventing
a client-side poll loop. A timeout there is a normal 200 per that
endpoint's own contract, never an error, so a session still busy after 20s
just reaches the apply call anyway and gets the route's own honest error —
now visible, since the previous commit made error toasts sticky and
stopped discarding the real error text.
Tests: new case in custom-model-run-menu-ui.test.ts pins the ordering (the
wait call happens, and strictly before the apply call) and its exact query
string.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
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I've been manually validating this one, it might take a few days as it's having problems injecting the right keys & context windows for different models when using llama-swap etc. |
…length Addresses two live-validation findings on the Run-menu custom-model picker: 1. Both claude.ai and ANTHROPIC_API_KEY set warning. Claude Code still coexists an OAuth login with an injected ANTHROPIC_API_KEY in the same config directory and warns about it (confirmed cosmetic - the API key wins for actual requests, verified via a real session's own API Usage Billing line). A custom-model claude session now gets an isolated CLAUDE_CONFIG_DIR (registry-declared via a new configDirVar field, empty, no files written into it) so there is nothing to conflict with. projects is symlinked (junction on Windows) back into the real config dir so the response viewer, subagent windows and Read My Mind keep working for that session, best-effort. 2. Context-window overflow. Claude Code assumes a large default context window for a model id it doesn't recognise and never compacts, so a custom endpoint's real, much smaller context (verified live: a 400 exceeding a 16384-token llama-swap model with a stock ~33.7K-token system prompt) silently overflows. Discovery now also learns each model's real context length from llama.cpp/llama-swap's GET /props?model=<id> (n_ctx), but ONLY for a model llama-swap's own /v1/models response already marks status.value === 'loaded' - never an unloaded one, since llama-swap treats ?model= as a routing hint and probing an unloaded model risks triggering an actual, slow, GPU-swapping load as a side effect of read-only discovery. A server with no status field at all gets no enrichment rather than a guess; a model not probed this round keeps its previously-learned value until it disappears from the list entirely. Stored per model (CustomModelHost.modelContextLengths) and applied via a new contextLengthVar registry field, set to CLAUDE_CODE_MAX_CONTEXT_TOKENS for claude. Both new fields live on the existing env-kind customModelInjection capability shape, declared only on claude's registry entry - every other CLI's injection is unaffected (pinned by test). Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
…laude config dir
The CLAUDE_CONFIG_DIR isolation from the previous commit fixed the cosmetic
auth warning but introduced a real regression: an otherwise-empty config
directory has none of a real profile's prior custom-API-key approvals, so
Claude Code stops at an interactive 'Detected a custom API key - use it?'
prompt on every single launch. Confirmed live. With nobody at a TTY to
answer, the prompt's own default ('No') silently refuses the very key this
feature just injected, which looks like the endpoint being ignored.
Adds apiKeyTrustFile to the env-kind customModelInjection capability shape
({relPath, shape: 'claude-api-key-responses'}), set on claude's entry to
{relPath: '.claude.json', shape: 'claude-api-key-responses'}. The apply step
merges customApiKeyResponses.approved: [apiKey] into
<isolatedConfigDir>/.claude.json - the exact field a real answered prompt
itself writes to (confirmed against a real ~/.claude.json after answering by
hand once), so this answers the prompt in advance rather than bypassing it.
Merges onto whatever the CLI already wrote into that file on an earlier
launch in the same isolated directory rather than overwriting it; a missing
or corrupt file is treated as empty rather than failing the apply.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
…_CONFIG_DIR isolation Fixes the CI failure on the last two commits: this route test asserted an exact envKeys list for a claude-mode apply that predates the CLAUDE_CONFIG_DIR isolation fix, so it failed on the new CLAUDE_CONFIG_DIR entry it correctly started appending. Updates the expected list and adds assertions for the isolated config dir path and the pre-seeded .claude.json trust-approval file, matching the behavior added in the two prior commits rather than just tolerating it. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
Root-caused the user's earlier confusion ('the terminal says opus even though
something is waiting for llama to load'): llama.cpp runs exactly one model at
a time, and llama-swap unloads/reloads it on demand - a swap can take
anywhere from a few seconds to well over a minute, during which a session
looks indistinguishable from one still on the native backend.
1. Feature-detects llama-swap (vs. plain llama.cpp/any OpenAI-compatible
server) via its own GET /running, which plain llama.cpp has no concept of
at all. New GET /api/model-endpoints/:id/running-status route exposes this
read-only, for the frontend's polling loop below.
2. Before applying a selection, POST /api/sessions/:id/custom-model now checks
what llama-swap currently has loaded. If it differs from the requested
model AND another live session's own customModel selection is actively
using that loaded model, the apply is refused with a
{requiresConfirmation, currentlyLoadedModel, affectedSessions} payload
instead of silently switching. A "confirmed: true" field on the retry
skips the check. Switching with nothing else affected proceeds
immediately, no confirmation asked, only ever when there is something to
warn about.
3. The frontend (runCustomModelEntry) shows a native confirm() naming the
affected session(s) and the model they'd lose, matching this codebase's
existing convention for this class of decision (delete case, kill
session, etc.) rather than a new modal. On a successful apply the response
also carries modelSwapInProgress; when true, a new _watchLlamaSwapLoading
poll shows a sticky "Loading <model>..." toast via the new running-status
route until llama-swap reports the target model ready (bounded at 2
minutes), so a prompt sent mid-swap reads as "loading", never as silence
or an answer from whatever was loaded a moment before.
Checks are read-only against llama-swap's own /running - never /props, which
takes a ?model= and can itself trigger a load as a side effect of asking.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
Covers Ark0N#430's full scope so far: the picker itself, the model-selection dialog, periodic re-discovery, and the session-busy/toast/CLAUDE_CONFIG_DIR/ context-length/llama-swap-conflict fixes found through live validation against a real llama-swap server. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
…7 of 8 CLIs
Fixes the visible double-launch reported on Codex: picking a custom-model
Run-menu entry launched natively first, waited for it to settle, then
restarted it in place with the endpoint applied. Necessary for the design at
the time, but visibly a native boot immediately followed by a second one -
worst on a CLI whose TUI fully reinitializes on a restart, confirmed live on
Codex.
POST /api/quick-start gains an optional customModel field
({endpointId, modelId, confirmed?}). When present, the route mints the
session's id itself (crypto.randomUUID()) before constructing it, computes
the same injection the existing POST /api/sessions/:id/custom-model route
computes (including the llama-swap conflict check from the last commit -
same {requiresConfirmation, currentlyLoadedModel, affectedSessions} shape,
no session created until confirmed), and launches the session already
pointed at the endpoint: env vars via the constructor, and the launchModel
override merged onto piConfig/grokConfig/ompConfig using the registry's own
launch.legacyConfigField the same way session.ts's restart path already
does. No restart at all - setCustomModel() afterward is bookkeeping only.
Wired into 7 of 8 launch functions (session-ui.js): openCode, codex, gemini,
pi, grok, deepseek, omp. Claude stays on the original launch-then-restart
path for now: its own --resume-based restart is far less jarring than the
other seven's, and runClaude()'s multi-tab launch plus docker-config-drift
confirm/retry loop make folding it into the one-shot path separate,
higher-risk work than the other seven's each-a-single-simple-launch shape.
Also fixes a pre-existing 'mode === omp' branch flagged by the CLI-id
static guard (test/cli-registry-no-id-branching.test.ts) - the ompConfig
launchModel merge is the same 'legacy <Mode>Config plumbing' category as
the six sibling branches already allowlisted there, just newly literal
where it was previously only inside resolveOmpConfigForCreate's own check.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
…en-restart window Claude stays on the launch-then-restart path (see runCustomModelEntry's own comment for why), but with nothing on screen during that window, a native boot that briefly talks to the cloud model read as "the endpoint didn't apply" rather than "the switch hasn't happened yet". A sticky "Claude started - switching to <endpoint>..." toast now covers the whole window from the native launch through the apply call, updated in place (never stacked) as the outcome resolves: dismissed on cancel or failure (replaced by the existing cancellation/error toast), handed off to _watchLlamaSwapLoading's own sticky toast when a model swap is in progress, or updated to the existing "Pointed at ... - restarting" message and auto-dismissed after 3s on a plain success. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
…modal The llama-swap "this will unload it for session X" warning used a native browser confirm() popup, which looks out of place next to the rest of the app's own modals. Adds #customModelSwapConfirmModal (index.html) with Cancel/Switch-anyway buttons, styled to match the app. _confirmModelSwap(message) shows it and returns a promise that resolves true/false the same way confirm() would; _resolveModelSwapConfirm(proceed) (wired to both buttons and the backdrop click) settles it. Both llama-swap conflict call sites (_quickStartWithCustomModelConfirm for the one-shot launch path, _runCustomModelEntryViaRestart for Claude's restart path) now await this instead of calling confirm() directly. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
The "Claude started - switching to <endpoint>..." and "Loading <model> on <endpoint>... this can take a while" messages lived in the top-right toast corner along with everything else, easy to miss given they can each sit on screen for well over a minute (a real llama-swap model load). Adds _showCenterStatus() (panels-ui.js): a single, reused, screen-centred banner with a spinner, non-blocking (no backdrop, pointer-events: none on the wrapper) so it never gets in the way of using the app while it's up. Both call sites (_runCustomModelEntryViaRestart's switching message, _watchLlamaSwapLoading's loading message) now use it instead of showToast. Every OTHER status in these two flows - the llama-swap conflict warning already moved to its own modal, apply failures, cancellation, and _watchLlamaSwapLoading's own final "ready"/"still waiting" outcome - stays exactly where it was, in the corner. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
…ch for it Root cause of "it doesn't look like llama-swap is actually switching the model" (confirmed live: no load_model line in llama-swap's own logs after applying a selection). llama-swap has no "switch model" admin endpoint - the ONLY thing that starts a swap is a real inference request naming the model. Every previous fix (the conflict check, the loading banner) assumed a swap would start on its own; nothing ever actually asked llama-swap to load anything until the launched CLI's first real prompt did, which could be much later than "applying the selection" implied. Adds triggerLlamaSwapLoad() (custom-model-routes.ts): sends the smallest real request that will start a load - POST <baseUrl>/v1/chat/completions, max_tokens: 1, one throwaway message - fire-and-forget (never awaited by the caller; the frontend's own running-status polling is what actually confirms readiness). Wired into both apply paths (the dedicated restart route and the one-shot quick-start route), fired whenever the target model isn't already the one loaded and ready - a broader condition than the existing swapNeeded (which only gates the "this will evict another session's model" confirmation ask and deliberately stays narrow to that). modelSwapInProgress in both routes' responses now reflects this same broader condition too, so the frontend's loading banner actually correlates with a real in-flight load rather than only firing when something else happened to be loaded already. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
…ely, extend the cap Reported: the "Loading..." banner stayed up past 2 minutes even though llama-swap itself had already finished loading the model. Three fixes: 1. pollIntervalMs default 3000ms -> 1000ms (as asked). 2. The loop now checks readiness IMMEDIATELY on entry rather than sleeping a full interval first - a model that's already ready (a fast load, or a re-apply onto one already loaded) shouldn't sit on "Loading..." at all. 3. maxWaitMs default 120000ms (2 min) -> 300000ms (5 min): a large (20GB+) model reading from disk can genuinely take longer than 2 minutes, which would have looked identical to the reported symptom - "still stuck past the point it should have resolved" - except it would have actually flipped to a "still waiting" warning toast at the 2-minute mark rather than staying on "Loading" indefinitely, so this alone doesn't explain what was reported, but is a real, separate improvement worth making. Also fixes a real, separate bug this surfaced while reasoning through the report: _showCenterStatus's banner is ONE shared, reused DOM node. A second call to _watchLlamaSwapLoading (e.g. switching models again before the first switch's loop had finished) would take over that shared banner, but the FIRST loop was still running and would eventually dismiss or overwrite it once ITS OWN deadline or readiness check resolved - clobbering whatever the second, current loop had put there. A generation counter (_watchLlamaSwapGeneration) now lets each call recognise when it no longer owns the banner and stop touching it silently, rather than only the last call to actually start ever safely reading or writing it. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
Discovery now also parses a GB figure out of an auto-discovered model's own description (llama-swap writes "Auto-discovered 16.35 GB - parameters auto-fitted by llama.cpp"), stored per model as modelSizesGB - unlike context length this needs no /props probe (the figure is right there in /v1/models) so it is populated for every model regardless of loaded state. A hand-configured profile's own description has no such figure and correctly gets no entry. The loading banner (_watchLlamaSwapLoading) now looks this up and, when known, shows it plus a rough estimate from a small size->time matrix (_estimateModelLoad/_MODEL_LOAD_TIME_MATRIX, session-ui.js) - "Loading qwen3.8-27b-ud-q4_k_xl (16.4 GB, typically ~1-3 min) on llama-swap... this can take a while" - and uses that same estimate's own bracket to scale the banner's default give-up timeout for a very large model, instead of a flat 5 minutes for everything. Explicitly labelled as an UNMEASURED, typical-hardware estimate in every relevant comment - this is not benchmarked against any real endpoint's actual storage/GPU, just a reasonable expectation-setter. A model with no discoverable size (a hand-configured profile) gets no size/estimate shown at all, matching the "never a guess" convention modelContextLengths already established. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
…now an error The loading banner now shows a live countdown against its own timeout (updated every poll, so every second by default) instead of a static "this can take a while" — e.g. "Loading qwen3.8-27b (16.4 GB, typically ~1-3 min) on llama-swap - 47s remaining". If the countdown reaches zero and the model still isn't ready, this is now treated as a real failure rather than a "keep waiting" shrug: - The banner turns into a sticky error (_showCenterStatus gains a `type` option - 'error' drops the spinner and adds a close button, since nothing is "in progress" anymore and a sticky message needs a way to dismiss it), naming the llama-swap server's own logs as where to look for detail. - The session that load was for is closed automatically (closeSession) - requested explicitly: a console left open and pointed at a model that never finished loading is worse than no console at all. Both apply paths now thread the new session's id through to _watchLlamaSwapLoading for this (new required 3rd parameter, after endpointId/modelId). _watchLlamaSwapGeneration's existing stale-call guard extends naturally to this: a superseded call's own eventual timeout recognises it no longer owns the banner and neither shows the error nor closes a session that may by then belong to a different, newer launch. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
…xt size from /running's cmd Root cause of the context-overflow regression reported live: "API Error: 400 request (36437 tokens) exceeds the available context size (16384 tokens)". Discovery had stored modelContextLengths.qwen3.8-27b-ud-q4_k_xl = 154112, so CLAUDE_CODE_MAX_CONTEXT_TOKENS told Claude Code it had a huge window and it never compacted - but the real llama-swap server was launched with --fit-ctx 16384 (confirmed against /running's own cmd field) and refused the request right at that real limit. /props?model=<id>'s n_ctx (the field discovery read) is confirmed live to be unreliable for a --fit-ctx-launched backend: it reported 154112 for the same model /running says was launched with --fit-ctx 16384 - appears to report the model's theoretical/trained maximum context, not the runtime- configured one. discoverModels() now parses the REAL configured size straight out of llama-swap's own launch command instead (parseCtxFromCmd(), reading /running's cmd field - --fit-ctx first, then the plain llama.cpp -c/ --ctx-size a hand-written command might use), and only falls back to the old /props probe when cmd states no recognizable flag at all. One /running call now covers every loaded model's context length in a single request, same as it already did for the swap-conflict check and the load trigger. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
Follow-up to #393. Picks up exactly what @Ark0N invited in the merge comment there:
What this adds
Run menu: a "Custom Endpoints" section generates one entry per (harness that supports
customModelInjection, saved endpoint) pair, e.g. "Claude Code (llama.cpp)". The harness list comes fromwindow.__codemanCustomModelClis, injected at page render straight off the CLI registry's owncapabilities.customModelInjection(never a hardcoded id list in the frontend), so a CLI whose injection recipe lands later shows up with no frontend change. Picking an entry runs that harness's existingrun*()function unmodified (case creation, env overrides, everything — forced to a single instance) and then applies the endpoint's default model to the session it creates, via the existingPOST /api/sessions/:id/custom-modelroute. Entries are hidden entirely for a remote/docker active case, since that route already refuses both.Settings: App Settings -> Models gets a "Custom model endpoints" group wiring up the
customModelEndpointsEnabledtoggle (declared in #393, read by nothing until now) plus CRUD against the existing/api/model-endpointsroutes: list, add/edit (inline form), delete, discover models.Backend:
CustomModelHostgains an optionaldefaultModelId, the model the picker applies with no further choice per endpoint (one generated menu entry per CLI+endpoint pair, not per CLI+endpoint+model). The route refuses a value that isn't one of the endpoint's own discovered models, and a fresh discovery drops a default that no longer appears rather than carrying an invalid one forward.Docs
docs/custom-model-endpoints.mddescribes the new picker and settings panel.CLAUDE.md's Custom Model Endpoint Profiles entry drops the "backend-only" status note and documents the picker's generation mechanism.Tests
Four new route tests cover
defaultModelIdvalidation, acceptance, and the drop/keep behaviour across a re-discovery. A newrender-index-htmltest pins the__codemanCustomModelClisinjection (present, agent CLIs supporting the capability, antigravity and shell excluded) and its solo-window skip.npm run typecheck,npm run lint, andnode scripts/check-frontend-syntax.mjsare all clean.npm testshows no regressions versus master (every failure on my machine is pre-existing Windows-environment noise — missingnpx/tmux,EPERMonfs.watch, HEIC tooling — unrelated to this diff; confirmed by diffing the fail list against a cleanmastercheckout).Known gap: no browser test for the picker or the settings CRUD panel — this box has no tmux, so
test:browser/test:mobilecouldn't be exercised here. Worth a Playwright pass before merge, same as any other frontend PR.🤖 Generated with Claude Code
https://claude.ai/code/session_01RqZeHrRS6DYcGcGX2p9EwG
Wiki
docs/wiki/Custom-Model-Endpoints.mdis a new page (auto-synced to the live GitHub wiki on push to master, perdocs/wiki/Contributing.md) covering how the feature works end-to-end: turning it on, adding/discovering an endpoint, what picking a Run-menu entry actually does, the per-harness confidence table, and what it deliberately doesn't do yet (remote/Docker sessions, live hot-swap). Linked from the sidebar,Agent-CLIs.md, andSettings-Reference.md.