18 commits

Author	SHA1	Message	Date
Danny Avila	cc813f430e	🎯 feat: Tool Intent Label Capability (tool_intents) (#14499) ... * 🎯 feat: Tool Intent Label Capability (tool_intents) Adds the fourth member of the per-tool capability family (defer_loading, allowed_callers, run_in_background): an admin capability AgentCapabilities.tool_intents plus a per-tool tool_options[name].describe_intent flag. Opted-in tools get an optional intent string injected as the FIRST property of their schema — one model-authored sentence per call, streamed to the client as the call's live status label (args already reach the client verbatim, so no new event plumbing). Native host tools (web_search, create_file/edit_file, set_memory/delete_memory, ask_user_question) default on while the capability is enabled; explicit false opts out. SDK-native intent schemas (@librechat/agents coding suite) are recognized and left alone. - packages/api/src/agents/intent.ts: structural sibling of background.ts — first-key non-mutating injection with registry parity (covers deferred/tool_search discovery), eligibility and PTC-only skips, arg read/strip helpers, self-spawn strip for defs and registry, ephemeral/model-spec synthesis with a tool_options merge so the background and intent toggles compose. - handlers.ts: intent runs BEFORE background injection so the label stays the first streamed key when a tool carries both (pinned by test); the arg is stripped before invocation unless the tool's own schema declares it, on both the foreground and background-dispatch paths; PTC target schemas are sanitized like background's. - Capability plumbing through all four routes (endpoint initialize, openai + responses controllers, the exported OpenAI-compatible service) plus handoff discovery and added-convo agents, and the intentToolNames execution channel via configurable. - describe_intent on toolOptionsSchema (all three written-out Zod annotations), ToolOptions, TEphemeralAgent, TModelSpec (+ zod), and data-schemas doc comments (tool_options is Mixed — no migration). - intent.spec.ts: 28 tests cloned from background.spec.ts structure, including the intent+background key-order composition. * 🧯 fix: Codex Review — Opt-Out Strips SDK-Native Intent, Skip mcp_all Placeholders - An explicit describe_intent: false now REMOVES an SDK-native intent property from the definition and registry entry, so the per-tool opt-out actually disables the arg's token cost for tools like web_search that carry the schema natively (SDK bodies tolerate its absence). Previously the early return left the property in place. - synthesizeIntentToolOptions skips lazily-expanded mcp_all placeholders instead of recording options under names that applyIntentLabels' exact-name matching can never match, and documents the limitation (parity with synthesizeBackgroundToolOptions). The P1 about the client not rendering the label is the documented slicing: the UI streaming-label PR follows once #14391's ToolCallGroup changes merge — args already reach the client, so that slice is purely rendering. * 🧯 fix: Codex Re-Review — Label Marker Guard, Capability Kill Switch, Late Defs, Service Threading - removeIntentParam is now marker-guarded (the label contract's opening instruction discriminates it), so an MCP/action tool's own business `intent` parameter is never stripped by an opt-out or the disabled path — previously an explicit false could remove a real, possibly required argument. - New sanitizeIntentLabels pass runs AFTER every registration step (the skill catalog appends its SDK definition post-injection): with tool_intents disabled it strips SDK-native intent labels from all definitions and registry entries, making the capability a real kill switch over their token cost; with it enabled it enforces explicit per-tool opt-outs on late-registered definitions. - ask_user_question removed from the native default-on set: its graph tool is rebuilt in run.ts from its own Zod schema (also the HITL card's wire shape), so definition-level injection never reached the model. Its intent support lands with the HITL slice, which threads the label into the interrupt payload deliberately. - The exported OpenAI-compatible service now threads intentToolNames into the run configurable, so the executor's PTC path can strip host-injected intent schemas on that route like the in-repo controllers do. * 🧯 fix: Codex Round 2 — Post-Skill Injection, PTC Native Strip, Service Boundary, Honest Docs - Intent injection now runs LAST in initializeAgent, after the skill catalog — which both appends its own definition and REPLACES upgraded ones (skill-aware read_file), clobbering an earlier injection while intentToolNames still listed the tool. Injection PREPENDS while background APPENDS, so intent stays the first schema property under the new ordering (pinned by a reverse-order composition test). - The PTC target-schema strip is now marker-guarded strip-ALL: SDK- native intent labels (which are deliberately never in intentToolNames) are removed from sandbox-advertised schemas alongside host-injected ones; business intent params survive. - toolIntentsAvailable on the exported service documents the loader boundary: a custom LoadToolsFn returning only structured instances bypasses definition/registry injection and sanitize by construction. - librechat.example.yaml describes tool_intents as backend groundwork with UI rendering in an upcoming release rather than promising a live label today. * 📦 chore: bump `@librechat/agents` to v3.3.6 Brings in the SDK half of tool intent labels (danny-avila/agents#347, #349): intent-first schemas on the coding suite across all three engines, plus web_search / subagent / skill / tool_search, and the outcome / outcome_patch result channel. Activates three host paths that were inert while no SDK tool shipped an `intent` property — verified against the real 3.3.6 schemas: - capability OFF now strips SDK-native labels (a real admin kill switch) - explicit `describe_intent: false` removes them per tool - host injection stays idempotent against an SDK schema, keeping `intent` first and never double-injecting * 🔬 test: Real-Provider Verification for Tool Intent Labels Adds the live check the unit tests structurally cannot perform: whether a real model actually authors the injected arg, places it FIRST, and gives sibling calls to one tool distinct labels. Reuses the existing real-provider harness (in-memory Mongo, seeded user, credential neutralizer) and the existing stdio MCP fixture as a genuine tool, so no external service is involved. - e2e/config/librechat.real.yaml: adds the e2e-memory MCP server and the tool_intents capability, giving the real model something to call. The sibling spec asserts only relative token growth, so the extra schemas do not perturb it. - e2e/playwright.config.real.ts: optional Langfuse passthrough. The LANGFUSE_* keys match the credential-neutralizer pattern and were being blanked before the server booted; they are preserved explicitly, read from the invoking environment only, and never written to the generated config. - e2e/specs/real/tool-intents.spec.ts: two facts stored in one turn, both through the same tool, asserting intent is the first key of each call and that the two labels differ. Args are read from persistence rather than the DOM deliberately — no UI renders the label yet, and persistence is what a reloaded conversation and the trace both read. First run against claude-haiku-4-5 produced 'Recording the location of the OAuth callback router' and 'Recording the location of the MCP connection pool configuration' — distinct, first-position, no tool name. Also updates tool-intent-spec.md: records the 3.3.7 removal of the tense verb map with the evidence that motivated it, the trimmed description and the marker's role as an API, and a new mandatory requirement that client-side label rendering be gated on a server-sent signal rather than the presence of an intent key (a tool's own business 'intent' parameter would otherwise render as a status label). * 📦 chore: bump `@librechat/agents` to v3.3.7 and dedupe the intent contract Picks up danny-avila/agents#353: the tense verb map is gone (a bare intent now displays unchanged, with completion carried by UI state), the model-facing description is trimmed 502 → 289 chars, and both the marker and the description are exported. Stops redeclaring the SDK contract here: - INTENT_LABEL_MARKER is imported instead of duplicated as a string literal. Every removal path in this module keys on it, and a local copy that drifted from the SDK's would make them all stop recognizing SDK-native labels — failing OPEN, with labels left in schemas and per-tool opt-outs silently inert. - INTENT_DESCRIPTION is imported too, so host-injected tools and SDK-native tools present the model with one identical instruction. Keeping the old local copy would also have meant host-injected tools still paying ~126 tokens per schema while SDK tools paid ~72. Verified live against real Anthropic after the trim: two sibling calls to one MCP tool produced 'Storing the OAuth callback router file location' and 'Storing the MCP connection pool configuration file location' — first-position and distinct, so the shorter description holds compliance.	2026-07-29 15:40:52 -04:00
Danny Avila	7b6900d556	🏷️ feat: Activity Groups With Fast-Model Headers (#14391) ... * ✨ feat: Activity Groups with Fast-Model Labels Groups each contiguous block of reasoning + tool calls into a collapsible unit headed by a fast-model label (claude.ai-style hierarchy), off the critical path: a PostToolBatch hook claims a live content slot at the batch boundary (steering index-offset pattern), renders a deterministic counts phrase instantly, and swaps in the generated label ~1s later while the next model call streams. Labels are UI-only — stripped before the SDK formatter and skipped in the legacy formatter — and reach live clients via a dedicated on_activity_label SSE event (live/replay/pending paths). Grouping preserves legacy rendering byte-for-byte when no label part is present. Generation bridges to Run.generateActivityLabel() when the SDK ships it (session-grouped Langfuse tracing); falls back to a direct call today. Env-gated: ACTIVITY_LABELS_POC=true, ACTIVITY_LABEL_MODEL. * 🧷 fix: Address Codex and Copilot Review Findings for Activity Labels - Settle in-flight label fills (bounded 3s) before finalization on both the main and resume paths, so a label resolving during the final batch still reaches the durable log and saved message. - Overlay on_activity_label chunks in RedisJobStore content reconstruction (splice path last-wins per index; replay path chronological overwrite), matching steer handling. - Wire activity labels into the HITL resume createRun so post-resume batches keep claiming slots. - Guard against out-of-order publishes: fill() awaits the claim emit before emitting the resolved label, and the client applier ignores a stale pending placeholder once a resolved label is present. - Stamp the batch's groupId onto label parts so parallel-column runs place them inside their group instead of filtering them out. - Localize the counts fallback phrase (10 keys, singular/plural) through useLocalize across chat rendering and exports. - Type the hook with Providers/ClientOptions instead of stringly types; drop the unknown cast in the spec; add a dedicated rAF retry ref for label events with effect cleanup. * 🛡️ fix: Address Independent Review — Abort, Usage, Lane Context, Redis Test - Propagate the run abort signal into label generation (both wiring call sites; runtime combines host + dispatch signals with the timeout) so a user abort cancels in-flight label calls instead of paying to timeout. - Record label-call usage like titles: the SDK bridge aggregates via chainOptions callbacks, the fallback path via a per-generation callback factory; both feed recordCollectedUsage under context 'activity-label'. - Scope block-context capture: reasoning collection stops at the previous block's label part and filters by executingAgentId, so consecutive or parallel batches can no longer bleed another block's thinking into the payload; intent text still scans past labels (persists across batches). - Forward the effective charLimit to the SDK call so host and SDK prompts agree (SDK default aligned to 600 in agents#327). - Add a Redis integration test proving last-write-wins reconstruction of on_activity_label chunks per claimed index. - Rebased onto main: only the two activity commits replay (the nine steering commits belonged to the old base branch), zero conflicts, steering suites green. * 📐 refactor: Move Activity-Label Wiring to TypeScript, Address Codex Round 2 - [P1] Slot claiming, lane stamping, emit ordering, context capture, and settle tracking now live in packages/api (createActivityLabelWiring + captureActivityBlockContext); client.js is a thin closure wrapper. - Register the activity-label hook BEFORE the steer drain so a steer draining at the same batch boundary cannot flush the tool block and orphan the label outside its group. - Resolve request-based header placeholders in resolveActivityLabelLLM (titleConvo parity) so metadata-keyed proxies work on label calls. - Trim labels centrally before filling so whitespace-only output from either generation path keeps the deterministic counts fallback. * 🧭 fix: Codex Round 3 — Capture Order, Shared Strip, Token Estimator, Hide Filter - Capture block context BEFORE pushing the label part: the scan stops at ACTIVITY_LABEL parts, so post-push capture hit the just-inserted label and silently collected no reasoning excerpts (regression test added). - Share stripActivityLabelParts from packages/api and apply it in the Responses and OpenAI-compatible controllers, closing the replay leak for entry points still running SDKs without the formatter skip. - Exclude activity_label parts from the fallback response-token estimator (UI-only parts must not inflate no-usage provider billing). - Keep label parts explicitly under hide_sequential_outputs — they summarize exactly the outputs that mode hides. * 🔁 fix: Codex Round 4 — Resume Gap, Delta Flush, Agent-Scoped Intent, Token Counter - Synthesize on_activity_label events for labels claimed or filled in the snapshot→subscribe window (the publish is fire-and-forget, so Redis-mode reconnects missed them). Feature-gated so the default path adds no content re-read; the client applier already ignores duplicates. - Flush queued deltas before applying a label part, matching the pending- action and steer appliers — without it the handler read a stale message cache and syncStepMessage pushed a pre-delta copy back. - Skip another agent's tail text when resolving intent, so parallel runs cannot seed a label prompt with a sibling agent's narration. - Exclude activity_label parts from countFormattedMessageTokens (the agent-path counter), not just the legacy BaseClient one. * 🏗️ refactor: Codex Round 5 — Extract Label Host Logic, Report Usage, Icon Strip - Move provider/model resolution, usage-metadata mapping, and the settle loop into packages/api (activityLabels/host.ts); client.js keeps only thin delegations, per the repo's TypeScript-implementation convention. - Fold label usage into the response rollup with an 'activity-label' tag (subagent precedent) so metadata.usage and the live cost gauge account for it; tagged, so it stays out of PRIMARY usage/context pairing. - Narrow tool metadata once in ToolCallGroup so THINK parts in a labeled block no longer render phantom generic icons in the stacked strip. - Import the activity-label helpers by deep path in GenerationJobManager: the package barrel now reaches provider-config/cache modules that import back into the stream layer, and the cycle broke suite loading. Declined: resetting steerOffsetState before HITL resume — resume builds a FRESH AgentClient via initializeClient (initialize.js:978), so the offset is already zero; the seed wrapper alone accounts for pre-pause parts. * 🚦 fix: Codex Round 6 — Stream Label Usage, Close Late Fills - Emit an on_token_usage chunk for label calls (sink push alone left the live session gauge blind); retained in pendingSubagentEmits so job cleanup cannot race the persist, tagged 'activity-label' as before. - Close the label scope when settle times out: the wiring gates fill() on isClosed and the client fires a label-scoped AbortController, so a straggling generation can neither mutate a saved response nor emit into a job whose runtime is gone. The controller also chains to the run signal, so a user abort still cancels label work. * 🩹 fix: Repair CI — Package Typecheck and Module Mocks Local runs covered the client tsconfig and jest, but never packages/api's own tsconfig, so nine type errors in the extracted host module shipped. - Type host.ts against the real contracts: ServerRequest, EndpointDbMethods, AppConfig from @librechat/data-schemas, IUser for createSafeUser, and a MaybeAzureConfig view for the azure instance-name probe and configuration. - Widen resolveConfigHeaders' llmConfig to Partial<RunLLMConfig>: it only reads the three provider header carriers, so auxiliary generations with a bare ClientOptions can resolve headers without assembling a run config. Type-only widening; every existing caller still satisfies it. - Add stripActivityLabelParts to the @librechat/api mock in the OpenAI and Responses controller specs — those mocks enumerate exports, so a new import read as undefined and threw before the assertions ran. - Use the real activity-label helpers in the ToolCallGroup spec's ~/utils mock; stubbing them out would hide the header logic under test. * ⚙️ feat: Configure Activity Labels via librechat.yaml, Drop Env Vars Replaces the ACTIVITY_LABELS_POC / ACTIVITY_LABEL_MODEL env gate with per-endpoint settings, following the title options convention rather than a top-level block — each endpoint picks its own cheap label model. - Add activity, activityModel, activityEndpoint, activityPrompt, activityMaxPerRun, and activityCharLimit to the endpoint schema, and to the endpoints.all pick list (enumerated, so 'all:' would otherwise drop them silently). - resolveActivityConfig reads them with title-style precedence: endpoints.all > named endpoint > custom endpoint config. - Model precedence is now activityModel > titleModel > the agent's model. activityEndpoint runs labels on another endpoint's credentials, with titleConvo's fallback-on-unknown-name behavior. - Thread activityPrompt/MaxPerRun/CharLimit through the wiring into the hook and the SDK bridge; they were hardcoded defaults. - The resume gap-repair gate keyed on the env var; it now keys on the snapshot actually containing label parts, so deployments without the feature still perform no extra content read. - Document the fields in librechat.example.yaml; add host.spec.ts covering precedence, custom-endpoint fallback, and opt-out. * 📝 refactor: Rename Enable Flag to activityLabel, Document Schema Inheritance - Rename the boolean from `activity` to `activityLabel`, matching the titleConvo/titleModel shape: a verb-object toggle whose prefix matches its modifiers (activityModel, activityPrompt, ...). `activity: true` alone read ambiguously — it could mean tracking or logging activity. - Document the two endpoint-schema inheritance paths, which behave oppositely and are ~900 lines apart: * `endpoints.all` omits from baseEndpointSchema, so new options are inherited automatically — nothing to maintain. * `azureEndpointSchema` enumerates via .pick(), so a new option is silently unavailable on Azure endpoints until listed there. The activity block now carries a pointer to the Azure caveat. * 🔍 fix: Address Codex Findings on the Config Rework - Pass the matched custom-endpoint config into the label gate. Custom endpoints live in the `endpoints.custom` ARRAY, so without it every custom endpoint resolved as disabled — including the example this PR added to librechat.example.yaml. - Give label usage a unique `runId:seq`. Label usage is billed but never appended to `collectedUsage`, so its length was static: every label event reused the last primary usage's pair and collided with itself, and the client dedupes on exactly that. - Attach `cost` to label usage when `interface.contextCost` is on; aggregateEmittedUsage treats coverage as all-or-nothing, so an event without it suppressed the whole response's cost. - Honor `activityPrompt` on the direct fallback path, not just the SDK bridge — it previously always used the built-in instruction. - Seed the per-response label cap from labels already on the response so a HITL resume cannot mint a fresh quota after every approval. - Reconcile label gaps on resume via a durable per-job `activityLabels` flag instead of probing the snapshot: the FIRST label of a run can be claimed inside the snapshot->subscribe window, which the old signal missed. The flag is read from a job record already fetched there, so runs without the feature still add no content read. - Auto-collapse labeled single-tool groups; one-call batches are common in agent runs and rendering them expanded defeats the grouping. * 🎯 fix: Correct Label Usage Seq, Cross-Endpoint Pricing, Close Scopes - Give label usage a NEGATIVE seq namespace. The previous fix was wrong: seq is a position in `collectedUsage` (push, then emit with the new length), so sink-length + array-length still lands on a real position — primary emits 1, the label computes 2, the next primary also emits 2. Labels have no position at all (billed separately, never appended), so they now occupy a namespace positional sequences cannot reach. The client key is a string used for Set membership, so the sign is inert. - Price cross-endpoint labels with the LABEL endpoint's token config: resolveActivityLabelModel now returns the resolved endpointTokenConfig, and both the streamed cost and recordCollectedUsage use it instead of the agent endpoint's rates. - Make close state per-wiring rather than per-client. A HITL resume rebuilds the wiring, and resetting a shared flag re-opened closures from the pre-pause segment whose provider call ignored the abort; settle now closes every retained scope, past generations included. * 🎯 fix: Make the Activity Header Say Something the Cards Cannot The header read "ran 1 command" next to a card already labeled "Code" — it restated the UI beneath it instead of adding to it. Two causes, both about content rather than timing: - A deterministic tool-type tally was the primary display and also fed the prompt, so the best case was a tally and the worst case was a tally dressed as prose. Removed from the metadata, the prompt, the part type, and the client. - The instruction only ever reached the fallback path. The wiring passed a prompt only when was configured, so the preferred SDK path silently used the published package default. The wiring now always supplies one and the hook forwards it on both paths. The register is rewritten around what the cards cannot show: past-tense git-commit-subject, leading with the distinctive noun, outcome over attempt, tool names and counts and arguments explicitly forbidden. The batch entries are labeled as reference material so the model stops transcribing them. Claiming a slot no longer emits. The slot still reserves its index so streamed parts never collide, but with nothing to say there is nothing to render: until a description exists the block looks exactly as it does without the feature. * 🧹 fix: Drop the Localize Hook Left Unused by the Counts Removal * ✅ test: Add Activity-Label e2e Coverage with a Recording Label Server Activity labels are the one model call a mock run does not already fake: fake-model.js swaps the GRAPH model via overrideTestModel, while run.generateActivityLabel() calls the endpoint resolved client options over HTTP. The custom endpoints already point baseURL at 127.0.0.1:8889, so serving that port exercises the real path with no production seam. fake-label-server.js answers it in both JSON and SSE form, records each prompt, and can inject blank/error responses. Recording is what lets the spec assert the CONTRACT rather than the rendering: that this repo register and the tool OUTPUTS actually reach the model. That is the bug class that produced unusable labels before, and rendered text looks identical whether or not the instruction arrived. Labels get a dedicated endpoint (Mock Provider E). A labeled block auto-collapses even at one tool call, which hides the tool cards other specs assert on -- enabling this on a shared endpoint broke steering.spec.ts. Provider D is the unlabeled control. Request-count assertions are scoped to a per-test token: a 5xx label response is retried by the provider client, and a retry can land after the next test has reset the server. * 🩹 fix: Address Review Findings on Activity-Label Indexing and Pricing Replay index (P1). Reserving the slot only in server memory left no event for it, so a cross-instance replay rebuilt content as [tool, hole, later], compacted the hole away, and the fill for the reserved index landed on the following part and overwrote it. The claim now publishes the empty, pending part so the index is real for every consumer, and fill publishes even when generation returned nothing so the client cannot stay pending. It stays invisible: an empty label still DELIMITS its batch in groupSequentialToolCalls but is not attached as the header, so grouping does not re-shuffle when the text lands and the block renders exactly as it does with the feature off. Edited-response index (P1). Edit-and-resubmit replays the kept prefix and the server indexes only new content, so run steps offset by that prefix. Labels are claimed in the same space and now take the identical shift; without it a label could land inside the prefix and overwrite it. Redis flag. deserializeJob never read activityLabels back, so every Redis reload left it undefined and resume skipped label gap reconciliation. Executing agent. RunActivityLabelOptions.agentId selects the executing agent tracing metadata AND its tool-output redaction policy; omitting it let a handoff be redacted under the default agent configuration. Label pricing. An undefined endpointTokenConfig is meaningful for a built-in label endpoint (priced from the shared table), so the nullish fallback billed those labels at a custom primary rates. Inherit only when the label runs on the agent own endpoint. HITL usage sequence. runId is the response message id and the counter was instance-local, so a resume restarted at -1 and the client runId:seq deduper discarded the post-approval label usage. Seeded past the labels already on the response. Also distinguishes "cannot serve" (undefined) from "no label" (null) in the SDK bridge, so a missing run falls back to the direct call instead of filling the slot empty. Version gating already happens at wiring time via the sdkCapable prototype probe. * 🩹 fix: Keep Unfilled Activity Labels Invisible and Unmask Endpoint Settings Follow-up review round. Publishing the reservation on every batch made two latent rendering paths reachable on every run, and both are fixed here. Empty labels no longer change grouping. The previous pass still formed a tool-group for a textless label, which wrapped even a single tool call and pulled THINK parts inside it — and since a reservation is published the moment each batch ends, that applied during every generation and permanently after a blank or failed fill. An empty label now flushes the legacy way instead: it still delimits its batch, but the block re-splits exactly as it renders with the feature off. Parallel lanes no longer show a blank line. Lanes render raw parts, so an unfilled label had nothing to draw; empty ones are dropped. Making labels act as collapsible headers inside lanes is still a separate gap. Edited responses no longer offset on resume. The sync replaces initialResponse.content with the server's aggregatedContent, which already contains the kept prefix AND everything generated since — so its length is not the prefix length, and indices reconciled from that snapshot are already absolute. Offsetting again pushed the label past its slot onto a later part. The shift now applies only to a fresh edited submission. Activity settings resolve field by field. Selecting one config object whole meant any endpoints.all block — even one carrying nothing but headers — shadowed the named or custom endpoint and silently disabled activity labels everywhere. Global still wins per field. Adds groupToolCalls coverage for the invisible-while-empty contract, which is the part most likely to regress: it is normal state on every run, not an edge case. * 🔒 fix: Scope Detached Label Writes to Their Generation Epoch Epoch scoping (P1). Label generation is detached and can outlive the generation that started it. emitChunk only proves that SOME runtime is current, not that the caller belongs to it, so an aborted generation's fill(null) -- and its usage event -- could be attributed to whichever generation replaced it, landing an index from the abandoned response on top of the new one. Because an empty label renders nothing, that overwrote content silently. emitChunk now takes an optional jobCreatedAt and drops the event when the runtime epoch differs, mirroring the existing setGraph/setContentParts convention, and both label emitters pass it. An abort now CLOSES the label scope instead of only cancelling the call: the rejected generation still runs its catch and calls fill(null), which would otherwise emit into a stream the next generation may already own. Edited-response indexing (P1). The previous pass skipped the prefix offset on resume, which was the wrong half of the problem: a sync replaces initialResponse.content with the server's aggregatedContent, which is completion-local, so after a reconnect its length is not the kept-prefix length and the offset is wrong -- but it is wrong for run steps in exactly the same way. Tool cards and the label that heads them must share one index space; a label shifting differently from its tools lands on another part. The label path now uses the identical expression as useStepHandler, with no resume special-case. Correcting the post-resume prefix length belongs in calculateContentIndex, where it fixes both at once. titleModel masking. The activity settings were made per-field last pass, but the titleModel fallback a few lines below still selected an entire config object, so a partial endpoints.all (for example one carrying only headers) hid a named endpoint's titleModel and quietly fell the label back to the main agent model. Both now read through one shared per-field helper. Resume reconciliation no longer depends solely on markActivityLabels, which is best-effort yet had come to gate correctness: a lost flag write silently dropped a label. The snapshot is consulted as a fallback. The exported host type for generateLabel now admits undefined, which is the documented "cannot serve, fall back to the direct call" signal the hook keys on -- distinct from null, meaning it ran and produced nothing. * 🧷 fix: Keep Group Identity Stable and Memoize Label Endpoint Resolution Group remount. Tool-group identity was keyed on the first part in the block. An activity label absorbs the block's leading THINK part the moment its text lands, so the key flipped from tool:<id> to fallback:<scope>:<idx> mid-run, remounting the group and discarding whatever the user had expanded. The key now scans for the first tool call, which does not move when the block re-forms. Label endpoint resolution is memoized per response. It reads provider config and can hit the database for user keys, yet nothing it depends on changes between batches of one run — and it ran twice per batch, once for generation and once for usage accounting. The promise is cached rather than the value so concurrent batches share a single in-flight resolution, and a rejection is evicted so one transient credential failure cannot disable labels for the rest of the response. * 🎯 fix: Offset Edited Resubmissions by a Prefix Length That Survives Resume The server indexes only NEW content for an edited resubmission, so the client offsets incoming indices by the prefix it retained. That prefix was read as initialResponse.content.length, which is correct only until a resume: the sync replaces that array with the server's completion-local snapshot, whose length is unrelated to the prefix. After a reconnect every offset was therefore wrong -- run steps and activity labels alike -- and could write over content the edit kept. For a label the symptom is worse than a bad position: the fill misses its own reservation, so the pending placeholder is never resolved. The prefix length is now captured when the submission is built, while initialResponse.content still IS the retained prefix, and carried on the submission as editPrefixLength. calculateContentIndex takes that length instead of deriving it from an array that a resume may have replaced, so run steps and labels share one index space by construction rather than by both happening to read the same field. Note the prefix is the FULL original content with the edited part substituted in place (useChatFunctions clones latestMessage.content and mutates one entry) -- it is not a slice, so the length cannot be inferred from editedContent.index. Group identity no longer changes when a label fills. Tool-group keys were derived from the first part in the block; an activity label absorbs the leading THINK part when its text lands, flipping the key mid-run and remounting the group, which discarded the user's expansion state. The key now scans for the first tool call, which does not move. Label endpoint resolution is memoized per response. It reads provider config and can hit the database for user keys, yet ran twice per batch -- once to generate, once for usage accounting -- while nothing it depends on changes within a run. The promise is cached so concurrent batches share one in-flight resolution, and rejections are evicted so a transient credential failure cannot disable labels for the rest of the response. The resume gap passes for steers and activity labels now share a single lazy content read instead of each issuing its own. The label pass stays gated on the run flag with a snapshot fallback: reconciling unconditionally would also close the residual first-label window, but it would bill a read to every resume of every run, including deployments with the feature off -- which the steer pass deliberately avoids. That residual requires a lost flag write, which shares fate with the content writes the labels live in. * 💵 fix: Bill Cross-Endpoint Labels at Their Own Rates recordCollectedUsage never accepted an endpointTokenConfig, so the value the activity-label caller passed was dropped and the balance transaction was written at the primary agent's rates. Only the UI cost honored the label endpoint, so a custom primary pointing activityEndpoint at another endpoint showed one price and charged another. The parameter is now accepted, and an explicit config wins outright over per-agent resolution: that map is keyed by AGENT, so it cannot describe usage that ran on a different endpoint. Group identity is stable for id-less tool calls too. The previous pass anchored the key to the first tool call ID; where a supported tool call carries no id the fallback still used the block's first part index, which shifts when a filled label absorbs the leading THINK part. The fallback now anchors to the first TOOL entry's index, so only a block containing no tool call at all keys off parts[0]. markActivityLabels is retried rather than fire-and-forget. It gates resume gap reconciliation and is a SEPARATE write from the durable label append, so a single lost write silently drops a label the content itself recorded. The earlier "shared fate with content writes" reasoning was wrong. One retry at run setup costs nothing and removes the only realistic way the gate goes stale, without billing a content read to every resume. * 🧮 fix: Stop Offsetting Once SYNC Drops the Edited Prefix The edit offset was applied unconditionally, but whether it is correct depends on which branch SYNC took. SYNC either preserves the content already loaded for the response -- which still contains the retained prefix, so the offset is required -- or replaces it with the server's aggregatedContent, which is completion-local and indexed from zero, after which any offset writes past the end of a now shorter array. That is why the two previous attempts each fixed half of it: skipping the offset on resume was right for the replace branch, applying it unconditionally was right for the preserve branch, and neither holds on its own. The offset now tracks the actual state of the rendered content. For an activity label the replace branch was worse than a bad position: the fill landed past its own reservation, so the pending placeholder was never resolved and the block kept its generic header for the rest of the run. Applied to run steps as well, not just labels. useStepHandler reads the prefix from the same submission and had the same unconditional offset, so after a mid-session resume of an edited response tool cards were misplaced too. Normalizing at the dispatch boundary keeps both in ONE index space by construction: a label that shifted differently from the tools it heads would land on another part. Note the reload path was already coherent -- useResumeOnLoad rebuilds the submission without editedContent or editPrefixLength, giving no offset against server-supplied content -- so only the mid-session SYNC path was inconsistent. * 🧾 fix: Keep Label Accounting Out of the Primary Usage Slot Label usage no longer owns getStreamUsage(). recordCollectedUsage assigned its result to this.usage unconditionally, so when the primary provider reported no usage metadata but the label provider did, BaseClient took the label's output tokens as the assistant response's authoritative count. The later primary call returns early on an empty collectedUsage and never replaced it, so the wrong value stood, the text-based fallback was skipped, and the real generation went unbilled. Secondary usage is still billed but no longer writes that slot. Cross-endpoint pricing keys off an explicit discriminator rather than the presence of a value. A built-in label endpoint prices from the shared table, so an undefined endpointTokenConfig is its MEANINGFUL value -- reading that as "no override" fell back to the primary's custom rates and restored the exact mismatch the previous pass set out to fix. The caller already knows whether the label ran elsewhere and now says so. markActivityLabels rejects on failure instead of swallowing it. The flag gates resume gap reconciliation and the caller retries it, but the internal catch resolved successfully and made that retry unreachable -- so the two changes cancelled out and a transient write failure still left the flag absent. Late label accounting is suppressed with the same gate as the late fill. A straggler that outlived the settle timeout still ran its finally block, so it charged the balance and appended to usageEmitSink after the response had passed its usage flush and metadata snapshot: a cost the user pays but is never shown. The cleared-prefix state is scoped to one generation. It was set on a resume SYNC that replaced the response and then never reset, so a later edited resubmission in the same mounted hook dispatched run steps and labels with no offset against content that still held its retained prefix. Reconnects pass isResume and keep the state; a new generation clears it. * 🔑 fix: Key Prefix State to the Stream and Honor current_model for Labels The cleared-prefix reset keyed on isResume, which skips exactly the case it was added for: a submission whose POST succeeded server-side but lost its response is retried, comes back resumed: true, and subscribes in resume mode even though it is a NEW generation. A previous generation's cleared state then survived into it, and incoming run steps and labels applied no offset against content that still held its retained prefix. The state is now keyed to the stream id, which changes with the generation and stays put across reconnects of one. activityModel now honors current_model. The options are documented as title-shaped and the titleModel fallback already excludes the sentinel, but the higher-precedence activity override passed the literal string through to getOptions and the provider, so an endpoint following that convention failed every label instead of using the agent model. * 🎯 fix: Key Prefix State to the Generation and Resolve the Run Model The cleared-prefix state was keyed to the stream id, which never changes within a conversation: request.js sets streamId = conversationId, so once a reconnect cleared the state every later edited resubmission in that conversation dispatched run steps and labels with no offset and could overwrite the prefix it retained. It is now keyed to the response message id, the only per-generation identity available here -- minted per submission and carried through a resume unchanged. That is the third identity tried for this state. isResume missed the deduplicated-retry path (a lost response returns resumed: true for a new generation); the stream id is conversation-scoped. The response id is the boundary that actually matches a generation. current_model labels now resolve the model the run is really using. initializeAgent merges the request's endpointOption override into model_parameters and the run gives it precedence, so preferring the saved agent.model could send labels to a different, potentially unavailable or more expensive model than the conversation is on. * 🆔 fix: Key Prefix State to the Submission and Keep the Origin Title Model Editing an assistant response reuses that response's messageId as editedMessageId, and useChatFunctions carries it onto initialResponse.messageId -- so re-editing the same response produced two generations with the same key and the cleared-prefix state survived between them, leaving run steps and labels with no offset against content the edit retained. Keyed now to clientRequestId, the per-submission uuid, which is minted fresh per edit attempt and forwarded unchanged on retries. That is the fourth key this state has had, and each earlier one failed at a real boundary: isResume missed the deduplicated-retry path, the stream id is the conversation id, and the response message id is reused across edits of one response. clientRequestId is the identity that actually means "this submission". The titleModel fallback is read from the ORIGINATING endpoint again, matching how titleConvo captures its config before switching credentials. Reading it after an activityEndpoint switch meant an OpenAI endpoint configured with titleModel claude-haiku and activityEndpoint anthropic fell through to the OpenAI run model and sent that name to Anthropic, failing every label. The destination endpoint supplies credentials, not the model choice. * 🧷 fix: Close the Remaining Edit, Epoch, and Scope Gaps for Labels SYNC clears the edit prefix on the new-row branch too. When a resumed edited submission cannot match an existing assistant row, that branch builds the response straight from the server's completion-local aggregatedContent, so it holds no retained prefix -- but the reset lived only in the matched branch, leaving later steps and labels adding an offset to indices that were already absolute. Label usage is keyed per GENERATION. Editing one assistant response reuses its responseMessageId while each fresh generation restarts activityLabelUsageSeq, so a second edit re-emitted the same runId:seq and the client discarded the newer usage while its balance transaction was still written. The key now carries jobCreatedAt, the run's own epoch: stable across reconnects and HITL resumes, distinct between generations. The scope is revalidated at commit time. Checking once before the await let a scope that closed mid-flight still charge the balance after finalization, while the matching fill saw the closed scope and dropped the label -- billed but never surfaced, the exact outcome the guard exists to prevent. The titleModel fallback no longer reaches the destination endpoint. With activityEndpoint set and no titleModel on the originating endpoint, it picked up the destination's, so changing only the credential target silently changed the model and its cost. Precedence is activityModel, then the originating endpoint's titleModel, then the run model; the destination supplies credentials only. * ✂️ refactor: Confine the Edit-Prefix Offset to Activity Labels useStepHandler is now byte-identical to dev again. The resume-aware prefix offset was applied there too, which was more correct in principle -- the post-resume prefix length is genuinely wrong for run steps as well -- but it changed index math that EVERY run step flows through, for every user, including everyone who never enables activityLabel. That shared correction needed five revisions in two days (isResume, the stream id, the response message id, clientRequestId, and the SYNC new-row branch), each passing the full suite and each failing at a boundary only review found. Carrying it inside an opt-in feature put every user behind logic with that track record. It belongs in its own change, with tests that construct the edit-plus-resume states none of the current suites reach. The offset now applies only where the label handler places its part, so this PR cannot alter rendering for anyone with the feature off. The known consequence is recorded in the description: with activity labels ENABLED, an edited response that reconnects mid-generation can place its label and its tool cards in different index spaces. That is a bug for opt-in users rather than a regression for everyone, and it disappears once the shared fix lands. submission.editPrefixLength stays: the label path still needs a prefix length that survives a SYNC replacing initialResponse.content. * 🧾 fix: Commit Labels Before Billing and Keep Blank Slots Invisible Round-nine review (all P2, feature-scoped): - Billing ordering (client.js:409, runtime.ts): usage accounting ran BEFORE the slot commit on both generation paths, so the settlement deadline could expire during the balance write — charged, then the fill dropped as out-of-scope: billed, never shown. `slot.fill` now resolves a commit flag, generators register their accounting via `deferUsage`, and the hook runs it only after a committed fill. - Scope gates (client.js:757): the direct-fallback `collect` omitted `scopeOpen`; both paths now gate on the OWNING wiring's scope, so a pre-pause straggler cannot bill because the resumed generation's scope is still open. - Blank-label grouping (groupToolCalls.ts:81): a blank slot forced a flush, splitting adjacent single-call batches into standalone cards where the feature-off path merges them. Blank labels now only mark the claim boundary — structurally invisible, while a later filled label still cannot claim an earlier batch. - Stale fill indices (wiring.ts:301): the skill-card unshift and the hide-sequential filter reshape contentParts before the finalization settle, so an in-flight fill emitted its claim-time index against a shifted array. Both completion paths now settle label fills before any post-run content reshaping (the finally settle stays as the error-path net; the second call sees an empty pending list). - Bounded serialization (runtime.ts:238): `JSON.stringify` fully materialized unbounded tool results to keep 200/600 chars per entry. A budget-bounded serializer stops at the limit (which also bounds cyclic values) and preserves the exact truncate-with-ellipsis output. Tests: fill/bill ordering + suppression on dropped fills (runtime.spec), blank-slot merging and claim boundaries (groupToolCalls.test), bounded serialization equivalence and giant-output truncation (runtime.spec). * 🧮 fix: Keep Deferred Label Billing Inside the Settle Window Self-review follow-up to the billing reorder: deferring usage until after the commit moved it PAST the fill's resolution, so a settle keyed on fills alone could let finalization flush the usage sink and snapshot metadata while the label's billing was still in flight — the usage row would silently miss the message rollup even on the happy path. The hook now reports its whole detached task (generate → fill → deferred usage) via a `trackTask` option, wired to the same settle tracker as the fills, so finalization waits for billing exactly as it did when accounting preceded the fill. The task never rejects. Pinned in runtime.spec: the tracked task resolves only after usage collection. * 🧰 fix: Harden Label Resolution, Output Bounds, and Cache Billing Round-ten review (all P2, feature-scoped); the sixth finding is the documented edited+reconnect index-space limitation, answered on-thread as deliberately out of scope for this PR. - Rejected-LLM memoization (runtime.ts): the hook cached a rejected `resolveLLM()` promise permanently, failing every later batch and silently defeating the host resolver's own rejected-cache eviction. The memo now evicts on rejection so the next batch retries. - `current_model` precedence (host.ts): an explicit `activityModel: current_model` resolved to `undefined` and then lost to a configured `titleModel`. The sentinel now resolves straight to the run model; the title fallback applies only when `activityModel` is absent. - Output bounds (runtime.ts): label text was persisted verbatim; a model ignoring the 4–9-word instruction (or steered by injection in untrusted tool output) could emit thousands of tokens duplicated through SSE, the chunk log, persistence, and the UI. `normalizeLabelOutput` keeps the first non-empty line, collapses whitespace, and hard-caps at 200 chars on both generation paths. - Cache-token billing (host.ts, client.js): the usage mapper dropped cache fields, vanishing Anthropic cache tokens from billing and charging OpenAI cache reads at the full input rate. The mapper now normalizes Anthropic/OpenAI/LangChain cache shapes into `input_token_details`, and the emit + cost path carries them with the label endpoint's `provider` (additive-provider adjustment). - Usage-type union (runs.ts): `TTokenUsageEvent.usage_type` now includes the emitted `activity-label` literal; the lone consumer keys on `usage_type != null`, so this is type-level completion. Tests: sentinel/title/explicit model precedence and all three cache shapes (host.spec), transient-resolution retry and output normalization with truncation (runtime.spec), the new usage literal (runs.spec). * 🪗 fix: Let Settled Labels Collapse Void Tools and Keep the Tail Cursor Round-eleven review (all P2, client-side). Two fixed; the other two findings restate documented Known limitations (edited+reconnect run-step index space; parallel-lane collapsible headers), answered on-thread. - Void-tool auto-collapse (ToolCallGroup.tsx): `allCompleted` keyed solely on output truthiness, so a tool that legitimately returns an empty string kept its labeled group expanded forever. A settled, filled label is itself a completion proof — the PostToolBatch claim only happens after every output in the batch returned — so it now satisfies `allCompleted`; pending labels keep the group live. - Trailing-reservation cursor (ContentParts.tsx): a blank label reservation at the content tail renders nothing but still counted as the last part, stripping the streaming cursor and last-item affordances from the last VISIBLE part until the next delta. `lastContentIdx` now walks back past empty label slots. Tests: labeled void-tool group auto-collapses, pending-label group stays expanded (ToolCallGroup.test). * 💳 fix: Price Label Cache Correctly, Honor endpoints.agents, Cancel Every Retry Round-twelve review: four fixed here; the remaining P1 (move the client.js bridge into packages/api) is an architecture call answered on-thread for the maintainer. - Provider on billed entries (client.js, P1): round ten added cache details to label usage entries but not `provider`, and `splitUsage` treats an unknown provider as additive — re-adding cache_read and cache_creation on top of an input count that already contains them, double-charging Anthropic/OpenAI cached label calls while the streamed cost (which carried the provider) disagreed. Every mapped entry now carries the label endpoint's provider. - endpoints.agents honored (host.ts, client.js): `initializeAgent` rewrites `agent.endpoint` to the backing provider, so activity settings under the PUBLIC `agents` endpoint — valid config, inherited by `agentsEndpointSchema` — were silently ignored. Field resolution is now `all` > public endpoint > backing provider/custom, applied to both the enable gate and the model/titleModel resolution. - E2E_LABEL_PORT reaches the YAML (playwright.config.mock.ts): an overridden port moved the fake label server and its health check but not the generated config's hard-coded 8889 baseURLs, so readiness passed while every label request targeted the wrong port. The override is now substituted into the generated copy. - Every retry frame cancelled (useResumableSSE.ts): concurrent label retry chains (reservation + fill per slot) overwrote one rAF handle, so cleanup cancelled only the newest chain; the rest ran up to 120 frames past unmount and could apply a stale label to a replacement generation reusing the same response id. Outstanding frame ids now live in a Set that cleanup drains. Tests: public-endpoint gate/precedence/all-above-public (host.spec). * 🖱️ fix: Keep the Last-Part Cursor in Parallel Lanes Too Round-thirteen review (single P2): `ParallelContentRenderer` computed `lastContentIdx` from the unfiltered array, so a trailing blank label reservation — filtered out of every lane — left NO rendered part carrying the last-part cursor and running-subagent affordances until the label filled. The sequential renderer's walk-back is extracted into a shared `lastVisibleContentIdx` helper (utils/activityLabels) used by both `ContentParts` and `ParallelContentRenderer`, so the two index spaces cannot drift again. Behavior pinned in activityLabels.spec: trailing blank skipped, consecutive blanks skipped, filled label counts, label-free content unchanged. * 🧹 chore: Alias the Retry-Frame Set for the Effect Cleanup Lint Rule * 📏 fix: Let activityCharLimit Reach Tool Inputs Round-fifteen review: `activityCharLimit` is documented as the per-entry truncation for tool input AND output, but `buildPrompt` hard-coded inputs at 200 characters — so raising the setting could never surface a distinguishing path, query, or operation that appears past the first 200 characters of a long argument. Inputs now truncate at the configured limit alongside outputs; the 200-char constant remains only for the intent line (renamed INTENT_CHAR_LIMIT to match). Config fidelity pinned in runtime.spec: a 400-char argument survives a 450 limit and truncates under a 50 limit. The round's other finding is the fifth restatement of the documented edited+reconnect index-space limitation, answered on-thread with the prior four cross-references. * 🤝 fix: No Labels for Pure Handoff Batches Round-sixteen review: a PostToolBatch containing only `transfer_to_*` calls claimed a label slot, but transfer parts are never groupable — the client flushed the handoff card standalone and the label orphaned into a stray line after it, restating what the card already says. Two-sided fix: - Hook (runtime.ts): a batch whose every entry is a transfer call claims nothing — no slot, no model call, no `maxPerRun` consumption. Mixed batches still label (the header describes the real work). - Renderer (groupToolCalls.ts): an orphan label whose `tool_call_ids` are all transfer calls is dropped instead of rendered standalone, covering content persisted before the hook-side skip. The round's two P1s are repeats answered on-thread: the packages/api extraction (maintainer-decided follow-up, recorded in the description) and the sixth restatement of the edited+reconnect index limitation. Tests: transfer-only batch claims nothing, mixed batch still claims (runtime.spec); transfer-only orphan label dropped, real-batch orphan label still renders (groupToolCalls.test). * 🎛️ fix: Sanitize Label Client Options and Bound the Batch Prompt Round-seventeen review: two fixed; the other two findings repeat the maintainer-decided packages/api extraction (follow-up) and the edited+reconnect index limitation (seventh instance), answered on-thread. - Primary-option strip (host.ts): the label client copied the resolved `llmConfig` wholesale, so an endpoint whose defaults enable extended thinking or carry model-specific output caps forwarded them to the (often cheaper) label model — unsupported options failed every label, and supported thinking spent real tokens and the settlement window on a 4–9 word header. The copy now strips `omitTitleOptions` keys and the `modelKwargs` output caps exactly like the title path, restoring the Anthropic `clientOptions` carrier by reference so proxy `defaultHeaders` still reach label requests. - Batch prompt budget (runtime.ts): per-entry truncation left the batch dimension unbounded — hundreds of parallel calls could build a prompt past the fast model's window. The entries section now has a total budget (8k chars, scaling with `activityCharLimit` so a raised limit still fits several entries); entries past it are skipped without paying their serialization cost, and the list notes how many were omitted. The first entry always renders in full. Tests: option strip with header-carrier survival (host.spec); giant batch bounded with omission marker, small batch untouched (runtime.spec). * 🛡️ fix: Keep SSRF Guards on Label Calls, Skip Mixed Handoff Batches Round-eighteen review: four fixed; the fifth repeats the maintainer-decided packages/api extraction (eighth instance), answered on-thread. - SSRF-safe carrier (host.ts, P1): the sanitize step restored the Anthropic `clientOptions` carrier only when `defaultHeaders` existed, but for user-provided base URLs `getLLMConfig` stores the guarded Undici dispatcher and `redirect: 'error'` there — dropping it reopened DNS-rebinding/redirect paths on label calls to user-controlled URLs. The carrier (client CONSTRUCTION options, not generation params) is now restored whenever present, same reference. - Primary maxTokens (host.ts): top-level `maxTokens` is not in `omitTitleOptions` and survived the strip; the title path deletes it explicitly, and a cap sized for the primary model can be rejected by the substitute. Deleted on the copy. - Bounded keys (runtime.ts): the object branch materialized every key via `Object.keys` and quoted oversized keys in full before the budget check. Enumeration is now lazy (`for..in` + own-property guard) and keys slice to the budget before quoting, like string values. - Mixed handoff batches (runtime.ts, groupToolCalls.ts): the client flushes the block at the transfer card, so a mixed batch's label orphaned exactly like a pure one. The hook now skips ANY batch containing a transfer call, and the renderer drops orphan labels covering one (legacy content). Tests: carrier survival without headers by same reference, maxTokens strip (host.spec); mixed batch claims nothing (runtime.spec); mixed orphan dropped, real-batch orphan kept (groupToolCalls.test). * 🧢 fix: Cap Label Generation, Order the Flag Persist, Detach Settled Listeners Round-nineteen review: three fixed; the fourth is the ninth instance of the edited+reconnect index limitation, answered on-thread. - Generation cap (host.ts): stripping the primary output caps left label calls with NO cap at all — `normalizeLabelOutput` bounds what persists, not what the provider generates and bills, so a model ignoring the 4–9-word instruction (or steered by injected tool output) could emit its provider-default output per batch. The sanitize step now installs a 256-token label cap (per provider family: `maxOutputTokens` for Google-style wrappers, `maxTokens` otherwise), after the filter so the omit set cannot remove it. - Flag-persist ordering (client.js): the `markActivityLabels` write was fire-and-forget, so an immediate cross-replica reconnect could read the job between the write and the first claim, see neither flag nor snapshot label, and skip gap reconciliation. Label emission now awaits the (settled-on-failure) persist chain, making "a label event exists" imply "the flag is durable" — the race window is gone; only the documented double-write-failure residual remains. - Listener detach (client.js): each HITL approval cycle's wiring adds a `once` abort listener to the shared job signal that only an actual abort removes; settled segments now detach theirs in `settleActivityLabels`, so long multi-approval runs cannot accumulate dead closures toward the listener-limit warning. Tests: the primary cap is REPLACED by the 256-token label cap (host.spec). * 🎯 fix: Route the Label Cap Per Model Family Round-twenty review: the 256-token label cap set maxTokens unconditionally, but GPT-5+ rejects max_tokens (the OpenAI builder routes its cap into modelKwargs.max_completion_tokens / max_output_tokens) and o-series models reject it with no stable kwargs alternative — every label on those models would have failed. The cap now mirrors the builder: modelKwargs for GPT-5+ (responses-API aware), no cap for o-series (title parity; the 200-char persistence bound still applies), maxOutputTokens for Google, maxTokens otherwise. Pinned in host.spec for both reasoning families. The round's other finding is the tenth instance of the documented edited+reconnect index limitation, answered on-thread. * ⏱️ fix: Persist the Label Flag at Run Start, Not on the Emit Path Round-twenty-one review: two fixed; the other three repeat the maintainer-decided packages/api extraction, the edited+reconnect index limitation, and the parallel-lane header limitation — all answered on-thread with their standing decisions. - Flag ordering, corrected (client.js): sequencing label emission behind the flag persist (previous round) delayed the claim-time reservation while the shared index offset had ALREADY shifted subsequent SDK chunks — reopening the cross-instance hole-compaction overwrite the reservation emit exists to prevent. The reservation emits immediately again; instead, run start (processStream and resume alike) awaits the settled-on-failure persist chain, so the flag is durable before any batch can claim a label. Same guarantee, zero latency on the emit path. - Tail-label cursor (ContentParts.tsx): a filled label at the content tail is consumed into the group header rather than listed in `group.parts`, so the `isLast` check missed it and nothing held the streaming cursor until the next delta. The check now includes `labelPart.idx`. * 🔌 fix: Detach Label Abort Listeners Even Without Claims A segment with labels enabled can end without a single claim (text-only, or handoff batches, which skip labels); the early return in settleActivityLabels skipped the detach added for HITL listener accumulation. The detach now runs on both paths. * ⚖️ fix: Make the Commit Flag the Sole Billing Authority Round-twenty-three review: a committed fill racing a late scope close (user abort or settle timeout during the durable emit) stayed visible — the part is mutated and persisted before the close — yet the deferred accounting's scope gates then skipped the charge: a completed provider call escaping both the label charge and the primary abort accounting. The scope gates on the deferred-usage path are removed; the hook's commit flag is now the single billing authority in BOTH directions. A dropped fill never reaches the accounting callback (billed-never-shown stays impossible), and a committed fill bills regardless of when its scope closed (shown-never-billed now impossible too). The dead `scopeOpen` payload threading is removed with it; the `recordActivityLabelUsage` parameter survives, defaulting open, for callers that own no commit signal. The round's other finding is the twelfth instance of the documented edited+reconnect index limitation, answered on-thread. * 🧮 feat: Bill Labels by Estimate When Providers Omit Usage Maintainer decision: follow the title convention rather than leaving label calls unbilled when a provider returns no usage metadata. The hook now passes a LAZY estimate thunk with the deferred accounting on the success path — the EXACT prompt the direct path sent (or the locally built equivalent for the SDK path: same entries, context, instruction, truncation contract, and continuity headers) plus the final normalized label. `recordActivityLabelUsage` invokes it only when no collected entry carries a real token count, counts both texts with the shared o200k_base tokenizer, and feeds the synthesized entry through the SAME pipeline (provider-tagged, streamed event, cost, balance transaction). Real provider usage always wins when present. The failure path passes NO estimate: a throw before a response bills only real collected metadata, never a full phantom prompt. Tests: the estimate thunk carries the exact invoked prompt and final label; the failure path defers with no estimate (runtime.spec). * 💵 fix: Estimate From the Raw Completion, Not the Normalized Label The fallback estimate counted the normalized label (first line, 200-char cap) while the provider generated and would bill the raw output up to the 256-token generation cap — under-recording verbose replies. The estimate thunk now carries the raw pre-normalization text; the persisted label is unchanged. Pinned with a multi-line reply test. * 🧾 fix: Commit Label Text Only After the Durable Emit, Estimate the Real SDK Prompt Round review on the billing work: two fixed; the third is the fourteenth instance of the edited+reconnect index limitation, answered on-thread. - Copy-first fill (wiring.ts): the fill mutated the shared content part BEFORE its durable emit, so a failed emit left the label text on `contentParts` anyway — persistence could save and display a label no client ever received and billing (keyed on the commit flag) never charged. The new state is staged on a copy; the shared part mutates only after the emit succeeds, so content, delivery, and billing move together. - Real SDK prompt for estimates (client.js): the estimate thunk carried this module's locally built prompt, but the SDK path frames entries differently — the estimated input count was for a prompt never sent. Chain-start callbacks (handleLLMStart/handleChatModelStart) now capture the prompt the SDK actually rendered, and the deferred accounting substitutes it into the estimate when capture succeeded, falling back to the local approximation otherwise.	2026-07-29 14:05:47 -04:00
Danny Avila	d8427ffc5e	🛂 test: Cover Tool Approval Workflows End to End (#14427) ... * test: cover tool approval workflows end to end * fix: preserve tool approval state across resume * fix: preserve agent context in mock stream responses * fix: preserve nested approvals in collapsed groups	2026-07-26 21:58:25 -04:00
Danny Avila	f3159f9891	🧩 fix: Harden Agent Skill Lifecycles End to End (#14429) ... * test: cover agent skill lifecycles end to end * style: sort agent skill imports	2026-07-25 08:19:12 -04:00
Danny Avila	520af663bc	🧵 feat: Background Tool Calls for Agents & Model Specs (#14197) ... * 🧵 feat: Background Tool Calls for Agents & Model Specs Opt-in, poll-based background tool execution. The model marks an eligible tool call with `run_in_background: true`; the host executor registers a task, returns a handle immediately (so the graph turn resolves), runs the tool as a detached promise, and the model retrieves the result via a new `check_background_task` poll tool. Host-side only — no `@librechat/agents` change. - Opt-in mirrors `deferred_tools`: admin capability `run_in_background` (off by default) + per-tool `tool_options.run_in_background`. - Model specs / ephemeral agents: `TModelSpec.runInBackground` / `TEphemeralAgent.run_in_background` synthesize per-tool options; both paths converge at `initializeAgent`. - In-process task registry: scoped per user+conversation, idempotent by toolCallId (safe across resume/replay), capped, TTL-swept. - Excludes direct-path / host-special / code-session tools. Subagents and push notifications are deferred follow-ups. * 🩹 fix: Harden background tool calls (Codex review) - Reliable per-agent execution gate: thread the injected `run_in_background` tool names from `initializeAgent` through `configurable.backgroundToolNames` (`toolRegistry` only reaches the executor for PTC/tool_search), fixing the silent no-op + unstripped-arg leak for ordinary event-driven tools. - Enforce the per-tool opt-in at execution (`backgroundToolSet.has(name)`) so a non-opted-in tool can't be backgrounded via an extra arg. - Gate the `check_background_task` interception on the run actually enabling background, so a user tool sharing that name still executes. - Forward `backgroundToolsAvailable` to added-convo (multi-convo) agents. - Exclude `web_search`/`file_search` from eligibility — their results are turned into user-visible attachments/citations only by the foreground toolEndCallback. * 🩹 fix: Address Codex round 2 on background tool calls - Idempotency scoped to run+turn: provider tool-call ids repeat across turns (e.g. `call_0`), so key the dedupe map by `runId::toolCallId` and sweep orphaned mappings — a later turn no longer collides with a retained task. - Artifacts preserved: a backgrounded tool's artifact is processed through the same `toolEndCallback` as the foreground path (images/files/citations no longer silently dropped), best-effort/guarded. - Forward the `run_in_background` capability to connected-agent discovery and subagent `processAgent` init, so a child agent's own event-driven tools work the same as when it runs as primary. - Strip the injected flag on foreground calls of background-capable tools (the model may emit it as `false`) so strict MCP/action schemas don't reject. - `check_background_task` list path returns metadata only (result_available / result_chars), never full results — prevents context overflow; the full result is returned only when a specific id is requested. * 🩹 fix: Address Codex round 3 on background tool calls - Exclude background-capable tools from eager execution (run.ts): a speculative eager dispatch of a `run_in_background` call could launch the detached task with partial/stale args, and that side effect can't be canceled. - Reserve the `check_background_task` name: overwrite a colliding user/MCP tool with the host poll schema (with a warning) so the advertised schema matches the executor's interception instead of hijacking a mismatched tool. - Don't inject background schemas into pure subagents (spawn-tool child graphs) whose tools don't reach the host interceptor; keep it for primary/added/ connected agents. Subagent background is the durable follow-up. - Thread `backgroundToolsAvailable` + `backgroundToolNames` through the OpenAI-compatible and Responses agent routes (was chat-only), so the same agent/model spec behaves consistently across surfaces. - Exclude image-generation built-ins (dalle/flux/gemini_image_gen/image_gen_oai/ image_edit_oai) — artifact-first tools whose files can't reliably attach to an already-saved turn when backgrounded. * 🩹 fix: Address Codex round 4 on background tool calls - Sanitize self-spawn subagent inputs: strip `run_in_background` + the `check_background_task` def from the parent AgentInputs reused for self-spawn, so the isolated child (direct/child-graph path) doesn't advertise a background schema it can't honor. The SDK resolver keeps a provided `agentInputs` even with `self: true`. - Exclude `check_background_task` from PTC (`run_tools_with_code`) tool definitions — it's host-only and not callable from generated code. - Parse stringified JSON args before deciding background dispatch and before stripping the flag, so string-delivered `run_in_background` is honored and never leaks to strict object-schema tools. - Skip injection for tools that already declare their own `run_in_background` param (would otherwise hijack/strip it), and for non-object (string-input) schemas (would otherwise rewrite the input contract). * 🩹 fix: Address Codex round 5 on background tool calls - check_background_task now parses stringified JSON args, so providers that deliver args as a string can retrieve a specific task by id (not just list). - Include agentId in the background dedupe key (`agentId::runId::toolCallId`): two agents in the same run emitting the same provider id (e.g. `call_0`) now launch independent tasks instead of colliding. - Self-spawn sanitization also strips the background entries from the reused toolRegistry (not just toolDefinitions), so a child using tool_search/deferred loading can't rediscover the host-only run_in_background / check_background_task. * 🩹 fix: Strip run_in_background from PTC target tool schemas (Codex round 6) The PTC path already filtered out the host-only check_background_task poll tool but still exposed target tool schemas with the injected `run_in_background` param (the shared toolRegistry entries were mutated by applyBackgroundToolCalls). PTC codegen doesn't go through the host background interceptor, so it could pass the flag to an MCP/action tool (strict-schema rejection or silent foreground with no poll). Sanitize the PTC toolDefs like the self-spawn path does. * 🩹 fix: Sanitize background from explicit subagent inputs (Codex round 7) A child agent reachable as a top-level/handoff agent is initialized WITH the background capability, then reused as an explicit subagent via buildSubagentConfigs. Round 4 only sanitized the self-spawn case; this now applies the same stripBackgroundFromToolDefinitions/Registry to explicit child agentInputs when `child.backgroundToolNames` is non-empty, so an isolated child graph doesn't advertise a run_in_background / check_background_task contract it can't honor. * 🩹 fix: Reap stuck/expired background tasks (Codex round 8) - get() now sweeps before returning, so repeatedly polling a known background_task_id can't keep an expired completed task (and its retained result, up to 100k chars) alive past the one-hour completed TTL. - sweep() now reaps `running` tasks older than a 30-min running TTL, marking them errored. Previously a detached call that never settled (hung network / lost MCP connection) held a running slot forever, exhausting the per-conversation cap and rejecting every later dispatch. * 🩹 fix: Evict oldest settled tasks instead of blocking at the cap (Codex round 9) Only the running-task cap gates dispatch now. The total-tasks cap (MAX_TASKS_PER_BUCKET) bounds memory but no longer rejects new background calls: when full, it evicts the oldest settled (completed/error) tasks to make room. Previously 200 quick background calls in one conversation would block all new dispatches for up to the completed-task TTL, since polling doesn't remove settled tasks. Running is already capped, so room always frees. * 📝 docs: Frame background tool calls as within-turn (Codex P1 contract) Codex escalated the request-lifecycle findings to P1 on the grounds that the advertised "poll later" contract can't be honored for genuinely long-running calls (request-scoped MCP connections + the run abort signal are torn down at turn end). Align the model-facing contract with what the same-run implementation actually delivers: the run_in_background param, check_background_task, and the dispatch handle now instruct the model to collect the result WITHIN THE SAME TURN (backgrounded work isn't guaranteed to survive past the turn). This is within-turn parallelism; cross-turn survival of long-running calls remains the deliberate durable subagent follow-up. Copy/comment-only; no behavior change. * ♻️ refactor: Cross-turn background tool calls, leak-free Extend background tool calls from within-turn to cross-turn on a single process, since the mechanism already supports it: the run's abort signal never reaches the detached invoke (the graph forwards only configurable/ metadata to the tool-execute handler), so the floating promise keeps running past turn completion and its result stays in the in-process registry for a later turn to poll (get/list key only on user::conversation + id, never the dispatch run/turn). Guarantee no connection leak: ephemeral request-scoped MCP tools (runtime {{LIBRECHAT_BODY_*}} placeholders) capture their request-scoped store at creation and fall back to it, so config manipulation can't redirect them; their connection is torn down at request end. Tag such tools in createToolInstance and run them in the foreground instead of backgrounding them. Pooled/app-level MCP and structured tools are unaffected and survive cross-turn via their managed pools. Reword the model-facing contract (run_in_background, check_background_task, handle message, fileoverview) from within-turn to cross-turn on this server (not across restart/replica, which stays the durable follow-up). Tests: cross-turn poll retrieval; ephemeral MCP tool runs foreground. * 🐛 fix: Guard ephemeral MCP tag against a null server config createToolInstance can be reached with a null/stale capturedServerConfig (cached availableTools + getServerConfig returns null, as several MCP unit tests construct tools). The new unconditional requiresEphemeralUserConnection call then dereferenced config.source and threw during tool construction (CI: Tests api shard 2/3). Guard with the same serverConfig ? ... : false pattern the other callers use; a missing config is not request-scoped. * 🎨 fix: Deliver backgrounded tool artifacts on the poll turn A slow backgrounded MCP/action tool resolves after its dispatch turn is finalized: createToolEndCallback only appends to that turn's artifactPromises (already awaited) and writes to a closed stream, so the artifact (file/citation/ UI resource) was silently dropped — check_background_task recorded only the hasArtifact boolean. The cross-turn contract made this the common case. Hold the artifact on the task and deliver it through the LIVE poll turn's toolEndCallback the first time check_background_task collects that id (once, then cleared to free memory), attributed to the original tool. Same-turn and cross-turn now share this path since the model must poll to collect any result. Tests: registry claim-once; artifact delivered on poll not dispatch, idempotent. * ✨ feat: Agent-builder toggle for background tool calls + cap tool descriptions Add a per-MCP-tool "run in background" toggle in the agent builder, mirroring the programmatic/deferred pattern: gated on the admin `run_in_background` capability via useAgentCapabilities, read/written on tool_options[id] .run_in_background through useMCPToolOptions (per-tool + bulk mark-all), and rendered as a Zap toggle in MCPToolItem and McpSection with new locale keys. Also cap the section tool/server descriptions (McpSection, ToolSection, SkillSection) with max-h-40 overflow-y-auto so a long description scrolls instead of overflowing the dialog, matching MCPToolItem's existing cap. Tests: MCPToolItem renders/toggles the background button only when enabled. * 🧪 fix: Mock new background hook functions in McpSection spec * 🎨 fix: Restore background artifact when poll-turn delivery fails * 🛡️ fix: Harden background tool call edges from review findings - Error immediately (matching foreground) when a background-requested tool failed to load, instead of returning a success handle for a dead task - Exclude ephemeral request-scoped MCP tools at injection time so the model never sees a run_in_background param the executor would silently downgrade; flip the execute-time tag to fail closed on a missing server config - Source image-tool background exclusions from the shared imageGenTools set (adds missing stable-diffusion, an artifact-first live tool) instead of a hand-copied list - Add check_background_task to the eager-execution exclusion list: artifact collection is a one-shot claim that must not fire from a speculative snapshot the SDK may discard - Strip an imitated run_in_background arg on tools the executing agent never opted in (multi-agent history bleed), unless the tool's own schema declares the parameter - Truncate oversized stored results with an explicit marker via the shared truncateMiddle (moved to utils/text) instead of a silent slice - Document the at-most-once artifact delivery semantics honestly (the callback's downstream persistence is fire-and-forget, as in foreground) * ♻️ refactor: Deduplicate background tool-call plumbing and tighten types - Use the SDK's JsonSchemaType instead of a local duplicate; drop all as-unknown casts and type the poll-tool serializer explicitly - Drop derivable BackgroundTask state (progress, hasArtifact) and the dead `enabled` param/return on applyBackgroundToolCalls (guarded at the call site), which also skips the defs pass when nothing opted in - Fold the enable expression into synthesizeBackgroundToolOptions so the three load/added call sites can't drift - Throttle the registry's all-buckets sweep and always sweep the accessed bucket, so a hot poll loop is no longer O(total tasks server-wide); bound retained artifact memory with a size cap - Single-pass stripBackgroundFromToolDefinitions; pass metadata through to the poll-turn callback instead of a no-op reconstruction - Collapse the client's copy-pasted boolean option families into a keyed factory (also removes the shared-object mutation in the bulk toggles) and the six toggle-button copies into one OptionToggle component * 🧪 test: e2e coverage for cross-turn background tool calls Proves the full contract through the real pipeline (mock harness): an agent opts an MCP tool in via tool_options.run_in_background, the model dispatches it detached and receives the synthetic handle while the tool is still running (status=running in the rendered ack — the non-blocking guarantee without timing assertions), the tool completes after its turn finalized, and a later user turn recovers the task id from replayed history, polls check_background_task, and renders the collected result. - fake-mcp-server: slow_echo fixture tool (delayed echo) - fake-model: E2E_BACKGROUND_DISPATCH / E2E_BACKGROUND_COLLECT markers - e2e yaml: agents capabilities = defaults + run_in_background * 🔧 fix: Close two background capability gaps from review - Thread backgroundToolsAvailable through the OpenAI-compatible service (derived from app capabilities like codeEnvAvailable/statefulSessions), so agents with tool_options.run_in_background keep the feature on that route; fold the three capability derivations into one helper - Index ephemeral MCP servers by normalizeServerName when excluding tools from background injection: tool names embed the normalized server name while mcpConfig keys the original, so exotic server names previously escaped the injection-time exclusion * 🛂 fix: Fall back to configurable user identity for background task scoping The in-repo routes merge req into the tool-execute configurable, but external hosts of the exported OpenAI-compatible service inject their own loadTools and may not — tasks would then register under an empty user id, collapsing registry isolation to conversationId alone. Resolve the scoping id from req.user.id, then configurable.user_id / user, and cover the isolation with a foreign-user not_found test. * 🧹 chore: Apply repo import sorter to PR-touched files	2026-07-13 12:51:36 -04:00
Danny Avila	397ddc5366	🧠 feat: Add Memory as an Agent Capability with Inline Tools and Ephemeral Badge (#13869) ... * 🧠 feat: Memory Agent Capability with Inline Tools and Ephemeral Badge Add `AgentCapabilities.memory`, which expands into the inline set_memory/delete_memory tool pair (mirroring the execute_code expansion via registerMemoryTools) when a run-level memoryAvailable gate holds: capability enabled, memory configured, MEMORIES.USE permission, and personalization not opted out. Surfaces the memory artifact as an attachment in the agents tool-end callback. Adds the ephemeral path (TEphemeralAgent.memory, load/added agent tool injection), a fully-gated memory badge plus tools-dropdown entry, the agent-builder Memory toggle with form round-trip, and a mock e2e test asserting the badge reaches the request payload. Additive to and independent of the existing post-turn memory extraction agent. * 🩹 fix: Address Codex review on memory capability (gating, validKeys, usage guard) - Strip the memory capability from the served agents capabilities when memory is not configured/enabled, so the badge, tools dropdown, agent-builder toggle, and backend capability gate stay consistent instead of exposing an inert toggle on default installs (where MEMORIES.USE defaults true). - Surface configured memory.validKeys in the inline tool definitions so the model is told the allowed keys up front, matching the runtime createMemoryTool schema. - Append a strict explicit-request usage guard to the agent instructions when inline memory tools are registered, preserving the memory-agent's privacy behavior. - Add AppService tests covering memory-capability stripping. * ✅ test: Update AppService capability snapshots for memory strip AppService now strips the memory capability from the served agents defaults when no memory block is configured; update the spec's expected capability lists to defaultAgentCapabilitiesWithoutMemory for the no-memory-config cases. * 🛡️ fix: Address Codex re-review on memory capability (round 2) - Strip the memory capability from the FINAL served agents config, not just defaults; loadEndpoints reparses any endpoints.agents block, so memory was still exposed in that common shape (packages/data-schemas/src/app/service.ts) + regression test. - Re-check the full memory gate (config, opt-out, MEMORIES.USE) inside handleTools before constructing set_memory/delete_memory, so an unsolicited tool call from a model/custom endpoint can't bypass the runtime gates (api/app/clients/tools/util/handleTools.js). - Restore the persisted memory toggle for model-spec conversations via applyModelSpecEphemeralAgent (client/src/utils/endpoints.ts). - Clear LAST_MEMORY_TOGGLE_ on logout and clear-all-chats so a stale memory preference can't leak across users on a shared browser (client/src/utils/localStorage.ts). * 🧠 fix: Address Codex re-review on memory capability (round 3) - Serialize set_memory writes and advance a running token total inside createMemoryTool, so parallel batched calls in one event-driven turn can't each pass the limit check against a stale total and collectively exceed memory.tokenLimit (packages/api/src/agents/memory.ts) + tests. - Inject the keyed memory context (withKeys) instead of withoutKeys when the running agent has the inline memory capability, so delete_memory has a visible key to target (api/server/controllers/agents/client.js). * 🔐 fix: Address Codex re-review on memory capability (round 4) - Detect inline memory by tool NAME (set_memory/delete_memory) across an initialized agent's tools + toolDefinitions, since the 'memory' marker is expanded at init and the prior string check never matched; inject the keyed memory context for any primary OR sub-agent that carries the inline memory tools (api/server/controllers/agents/client.js). - Enforce memory WRITE permissions in the inline tool gate: set_memory requires CREATE+UPDATE and delete_memory requires UPDATE (matching the REST memory routes), so a USE-only role can't mutate/delete memories via agent tool calls (api/app/clients/tools/util/handleTools.js). * 🔒 fix: Address Codex re-review on memory capability (round 5) - Gate inline memory registration (memoryAvailable) on the memory WRITE permissions (USE+CREATE+UPDATE), so a read-only-memory role no longer has set_memory/delete_memory shown to the model only for the runtime loader to refuse them (api/server/services/Endpoints/agents/initialize.js). - Enforce the per-agent memory opt-in at execution: handleTools now refuses to construct set_memory/delete_memory unless the agent actually declared them (toolDefinitions/tools), blocking hallucinated/undeclared memory tool calls from mutating memory. - Fail closed when getFormattedMemories errors with a configured tokenLimit, instead of writing as if storage were empty and bypassing the cap (api/app/clients/tools/util/handleTools.js). * 🩹 fix: Address Codex re-review on memory capability (round 6) - Fix a P1 regression from the prior round: the execution-context agent keeps the raw 'memory' capability marker (not the expanded set_memory/delete_memory names), so the opt-in check now matches the marker. This restores memory writes/deletes AND avoids hijacking an MCP tool that merely shares the set_memory/delete_memory name (api/app/clients/tools/util/handleTools.js). - Count repeated set_memory writes to the same key as replacements, not additions, against tokenLimit — set_memory upserts, so a same-key rewrite swaps its prior token contribution instead of double-counting (packages/api/src/agents/memory.ts) + test. - Gate the memory badge, tools dropdown, and agent-builder toggle on the full memory write permissions (USE+CREATE+UPDATE) via a shared useHasMemoryAccess hook, so a read-only-memory role no longer sees an enabled Memory control the backend would refuse to wire up. * 🧷 fix: Address Codex re-review on memory capability (round 7) - Recognize inline memory across both execution-context agent shapes: initializeAgent now sets a LibreChat-only memoryToolsRegistered flag on the InitializedAgent, and the opt-in/detection checks accept that flag OR the raw 'memory' marker. Fixes memory failing for processAddedConvo agents (which store the initialized config, marker already expanded) while staying MCP-name-collision-safe (api/app/clients/tools/util/handleTools.js, packages/api/src/agents/initialize.ts, api/server/controllers/agents/client.js). - Scope keyed memory context to memory-enabled agents only: useMemory now returns both keyed and unkeyed contexts, and buildMessages injects the keyed one (memory keys + token metadata) only to agents that can call delete_memory, while the primary/post-turn path keeps the unkeyed values — so a primary without memory tools no longer sees memory keys it doesn't need. * 🔏 fix: Address Codex re-review on memory capability (round 8) - Enforce memory size limits on inline writes: createMemoryTool now rejects keys over 1000 chars and values over memory.charLimit, matching the REST memory routes, so an inline-memory agent can't persist blobs the memory UI/API would reject (packages/api/src/agents/memory.ts, api/app/clients/tools/util/handleTools.js) + test. - Recheck the agents 'memory' endpoint capability at execution time, so a stale/hallucinated set_memory/delete_memory call can't mutate memory after an admin removes the capability while the agent document still carries the marker (api/app/clients/tools/util/handleTools.js). * ♻️ refactor: Move inline-memory backend logic into packages/api + share memory load Workspace boundary: the inline-memory gating/detection logic that had crept into /api now lives in packages/api/src/agents/memory.ts (TS), with /api kept as thin wrappers. - Add agentHasInlineMemoryTools, isMemoryToolAllowed, and buildInlineMemoryTool to packages/api; handleTools.js now calls buildInlineMemoryTool instead of constructing/gating the tools inline, and client.js imports agentHasInlineMemoryTools instead of redefining it. - Optimize repeated memory loads: getRequestMemories memoizes getFormattedMemories per request (WeakMap keyed by req), so the run's memory-context load and every memory-enabled agent's set_memory token-usage load share a single DB fetch instead of one per agent. * 🧠 fix: Invalidate request memory cache after inline writes Inline set_memory/delete_memory now invalidate the request-scoped getFormattedMemories cache on a successful write, so a later tool round in the same response is seeded with the post-write usage total instead of the stale pre-write one (multi-round writes no longer collectively exceed tokenLimit, and a set after a delete is not over-counted). The within-round sharing across multiple memory-enabled agents is preserved. * 🧠 fix: Persist memory capability on saved agents; honor registration flag - Add Tools.memory to the v1 systemTools allowlist so filterAuthorizedTools no longer silently drops the memory marker when an agent with the Memory capability is created/updated/duplicated through the builder (previously the capability only worked for ephemeral chats, not persisted agents). - agentHasInlineMemoryTools now honors an explicit memoryToolsRegistered boolean before falling back to the raw `memory` marker, so an initialized config whose registration was denied (memoryAvailable false) is not given keyed memory context just because the marker survives in tools. * 🧩 fix: Bring memory tool to parity with other ephemeral tools - Add `memory` to the model-spec schema/type and honor `modelSpec.memory` in both ephemeral paths (load.ts, added.ts) and the frontend spec application, so admins can pre-enable Memory from a model spec exactly like webSearch/fileSearch/executeCode. - Add LAST_MEMORY_TOGGLE_ to the timestamped-storage cleanup list so stale per-conversation memory toggles are purged on startup like the others. - Hide the agent-builder Memory toggle for users who disabled memory in personalization (memories === false), mirroring the chat badge's opt-out gate, so the setting isn't shown as inert/misleading. * ✅ test: Cover memory in applyModelSpecEphemeralAgent spec defaults Update the exact-object assertions to include the new `memory` field and add positive coverage that `modelSpec.memory` maps to the ephemeral agent's `memory` flag. Fixes the shard 2/4 failure from 672a03b05.	2026-06-24 17:14:13 -04:00
Danny Avila	49f4b659f6	🔐 fix: Honor Admin-Panel MCP Allowlist Overrides Without Restart (#13814) ... * 🔐 fix: Honor Admin-Panel MCP Allowlist Overrides Without Restart MCPServersRegistry was built once at boot from getAppConfig({ baseOnly: true }), freezing allowedDomains/allowedAddresses to YAML. Admin-panel mcpSettings overrides were ignored by both inspection (addServer/ reinspectServer/updateServer/lazyInitConfigServer) and runtime connection enforcement (assertResolvedRuntimeConfigAllowed), so a domain allowed only via the panel failed inspection and never connected. Make the registry's effective allowlists mutable and refresh them from the merged admin-panel config: seed at boot, and re-apply on every config mutation via invalidateConfigCaches -> clearMcpConfigCache. Both inspection and connection paths read the same getters, so both honor overrides without a restart. Fail-safe: current allowlists are preserved when the merged read fails. * 🛡️ fix: Scope MCP allowlist refresh to global config, fail-safe on DB error Address Codex P1 review findings on the allowlist-refresh path: - Tenant-scoped config mutations no longer push one tenant's merged mcpSettings into the process-wide registry singleton (read by all MCP connection paths), which would leak allowlists across tenants. Only global (non-tenant) mutations refresh the registry; tenant mutations still evict the config-server cache. - The refresh read now uses strictOverrides:true so a transient DB error throws instead of silently returning YAML base config — preserving the last-known allowlists rather than overwriting them with fallback values. Adds the strictOverrides option to getAppConfig (default off, no behavior change for existing callers). * ♻️ refactor: Resolve MCP allowlists per-request (tenant-scoped) instead of a global singleton Supersedes the prior global-mutation approach. MCP allowlists live in mcpSettings, which is tenant/principal-scoped admin config, so a process-wide singleton value is the wrong model — it caused cross-tenant bleed and stale reads. Instead, inject a resolver (from the app layer, where the merged config lives) that the registry calls per inspection and per connection. It reads the ALS tenant context via getAppConfig and accepts the acting user so user/role-scoped overrides resolve; config-source inspection (no user) resolves at tenant scope. Falls back to the YAML base allowlists when no resolver is set or the lookup fails, so a transient error fails to the operator baseline rather than disabling the allowlist. Removes the now-unnecessary setAllowlists / boot-seed / invalidateConfigCaches refresh / getAppConfig.strictOverrides machinery. * 🔒 fix: Scope config-source cache by allowlist; resolve OAuth allowlists per-request Address Codex review of the per-request resolver: - Config-source cache key now folds in the resolved allowlists, not just the raw-config hash. Inspection results became allowlist-dependent, so without this a tenant whose allowlist rejects a URL could poison the shared key with an inspectionFailed stub for a tenant that allows it (and vice versa). The tenant-scoped allowlist is resolved once per ensureConfigServers pass and threaded through the cache key + inspection. - The two remaining request-time OAuth allowlist reads now use the merged config instead of the YAML base getters: the fallback OAuth-initiate path (routes/mcp.js) via resolveAllowlists, and OAuth revocation (UserController.maybeUninstallOAuthMCP) via the request's already-merged appConfig.mcpSettings. Without this, an OAuth endpoint allowed only by an admin-panel override was rejected while inspection/connection allowed it. * ✅ test: Update MCP OAuth registry/config mocks for per-request allowlists CI fix for the Finding-12 change. The OAuth-initiate route now calls registry.resolveAllowlists() and the revocation path reads the merged appConfig.mcpSettings, so the affected specs' mocks were asserting the old base-getter values: - routes/__tests__/mcp.spec.js: add resolveAllowlists to the registry mock. - UserController.mcpOAuth.spec.js: provide mcpSettings on the getAppConfig mock so revokeOAuthToken still receives the expected allowlists. * 🧪 test: e2e proof that admin-panel MCP allowlist override takes effect Adds a Playwright mock-harness spec for #13809. A URL-based MCP fixture (e2e-http, streamable-http SDK server) boots inspectionFailed because its origin is omitted from the YAML mcpSettings.allowedDomains; the spec adds that origin via an admin config override (PUT /api/admin/config/user/:id) and asserts the server reinitializes — exercising the real resolver path through the backend + DB. Before the fix, reinspection used the frozen YAML allowlist and the server stayed unreachable. - e2e/setup/fake-mcp-http-server.js: streamable-HTTP MCP fixture (health GET /). - e2e/playwright.config.mock.ts: boot the fixture as a second webServer. - e2e/config/librechat.e2e.yaml: mcpSettings.allowedDomains (excludes 127.0.0.1) + the e2e-http server. - e2e/specs/mock/mcp-allowlist-override.spec.ts: login → baseline reinit fails → apply override → reinit succeeds.	2026-06-17 20:14:53 -04:00
Danny Avila	db7011d567	📊 feat: Real-Time Context Window & Token Usage Tracking (#13670) ... * 📊 feat: Real-Time Context Window & Token Usage Tracking * 🧪 fix: Align Pricing Spec Dep Signatures with TxDeps * 🩹 fix: Resolve Codex Findings for Context Usage Tracking * 📊 feat: Granular Tool Token Breakdown with Deferred Splits * 🧪 test: Cover Session Cost in Mock E2E and Scope Usage Selectors * 🧪 test: Live Host-Pipeline Usage Verification (Env-Gated) * 🧪 test: Local Real-Provider Multi-Turn E2E Harness * 🪙 fix: Keep Tagged Usage Buckets Out of the Live Context Estimate * 🩹 fix: Scoped Token-Config Fallback and Sequential Visibility for Usage Events * 🩹 fix: Address Usage Review Findings — Cost Timing, Scoped Caches, Finalized Output - carry the post-snapshot output estimate into the context snapshot at finalize so the gauge keeps the last response after live resets - accumulate per-rate billable units and price the session cost at render, so usage events arriving before the token-config load still count once it resolves - pass user-scoped token-config cache keys through loadConfigModels fetches and drop the controller's unscoped fallback to prevent serving another user's resolved config - tag emitted usage events with a per-run seq so resume dedupe never drops a distinct call with an identical payload - admit the static tokenConfig override in the custom endpoint schema so it survives zod parsing into req.config * 🩹 fix: Align Client Usage Accounting with Backend Cost Semantics - classify cache tokens by provider (shared inputTokensIncludesCache from data-provider, consumed by both the backend billing path and the client) instead of a magnitude heuristic, so Anthropic/Bedrock turns where cache is smaller than uncached input no longer under-bill input - mirror resolveCompletionTokens on the client so Vertex-style hidden thinking tokens are reflected in the Output row and session cost - prefer endpoint pricing over adapter-provider pricing so a custom endpoint can price a known model name without built-in rates shadowing it - carry static cacheRead/cacheWrite overrides through the tokenConfig schema and buildTokenConfigMap * 🩹 fix: Honor Static Token Config in Billing; Tighten Usage Freshness - initializeCustom now uses a static endpoint tokenConfig as the agent's endpointTokenConfig (billing + balance checks), not just the advertised UI config — previously the gauge showed admin rates while the agent billed against built-in tables - invalidate the token-config query alongside models on user-key add/ revoke so context windows and pricing refresh without a reload - include maxContextTokens in ChatForm's stabilized conversation memo so the gauge reflects a changed context-window setting immediately - feed the live output estimate from the legacy content path (direct and assistants streams), setting from cumulative part text rather than accumulating deltas * 🩹 fix: Resume Usage Dedup, Agent Pricing, and Partial Override Billing - fold usage events idempotently by (runId, seq) so resume backfill no longer resets the conversation totals — a mid-stream reconnect keeps the usage of prompts already completed earlier in the session - tap replayed pending message/reasoning/content events so output streamed past the resume snapshot reaches the live estimate, not just the message - resolve cost against the agent's backing endpoint (Agents conversations report endpoint `agents` / provider `openAI`, neither of which keys a custom endpoint's tokenConfig) - getMultiplier/getCacheMultiplier fall back to the standard tables for models absent from a partial endpointTokenConfig, so a partial static override no longer bills non-listed models at defaultRate while the UI shows the correct pattern rate * 🩹 fix: Repaired Output in Gauge, Cache-Rate Keys, Config Gate, Usage Cleanup - live/completed gauge counts the repaired completion (normalized output), so under-reporting providers don't drop the response from used context - translate static tokenConfig cacheWrite/cacheRead onto the write/read keys getCacheMultiplier reads, so cache tokens bill at the configured rate instead of the prompt-rate fallback - clear the token index and usage atoms when leaving a conversation, so visited histories don't accumulate in memory for the tab's lifetime - wait for startupConfig before mounting the gauge, so a deployment with contextUsage disabled never briefly mounts it or fires the token-config query on first load * 🩹 fix: Move Token-Config Resolution to TS; Key Live Usage by Created Convo - extract the token-config resolution (override gathering + cache lookup + buildTokenConfigMap) into resolveTokenConfigMap in packages/api, leaving the /api controller a thin request-scoped wrapper (CLAUDE.md TS rule) - getConvoKey prefers the user message's real conversationId once the `created` event stamps it, so a new chat's first-response live gauge and totals land under the id TokenUsage subscribes to instead of NEW_CONVO * 🩹 fix: Clear Stale Redis Job Usage; Live-Tap Legacy Streams; Share Fetched Config - DEL the Redis job hash before re-creating it so a reused streamId can't inherit a prior run's contextUsage/tokenUsage and backfill stale usage - tap the legacy {message,text} stream branch (non-agent OpenAI/Anthropic streams) into the live estimate, not just the content path - copy a deduped fetch's token config to every sibling endpoint sharing the baseURL/key/headers, so /token-config resolves each by its own name * ⏪ revert: Don't DEL Redis job hash in createJob (breaks cross-replica resume) createJob is an idempotent join — a second replica calls it for the same streamId to share an in-flight stream's state. DELeting the hash wiped the prior replica's persisted created/usage state, so a joining replica missed the created event (GenerationJobManager cross-replica integration test). Reverts the F1 change from 2bfce0c34b; the stale-usage concern doesn't arise in practice (streamId is unique per generation). * 🩹 fix: Best-Effort Usage Emit; Tag Hidden Sequential-Agent Usage - wrap the ModelEndHandler usage emit in try/catch so a failed telemetry delivery (closed SSE / Redis publish error) can't abort the handler before thought-signature capture, which would break resumed tool calls - tag hidden sequential-agent usage as 'sequential' (non-primary) so the client folds it into session cost/totals but not the live context gauge, instead of letting an undefined usage_type inflate the visible gauge * 🩹 fix: Refetch Stale Token Config on Mount; Normalize Vertex for Lookup - useTokenConfigQuery refetches on mount when stale, so a user-key change that invalidates tokenConfig while the gauge is unmounted takes effect on return instead of serving the prior key's resolved config - normalize a Vertex-backed agent's provider (vertexai) to the google token-config key, so Gemini context windows and rates resolve instead of showing unknown context / $0 cost * ✨ feat: Server-Side Per-Event Cost (Authoritative Pricing for the Gauge) Move usage-cost pricing to the single source of truth. The backend prices each model call with the same billing functions (premium tiers via getMultiplier(inputTokenCount), cache rates) and emits the USD cost on on_token_usage when interface.contextCost is enabled; the client sums emitted costs instead of re-deriving from base token-config rates. - computeUsageCostUSD reuses prepareTokenSpend/prepareStructuredTokenSpend so the emitted cost matches what is billed (incl. premium thresholds) - getDefaultHandlers gains a usageCost pricing context; initialize.js wires db.getMultiplier/getCacheMultiplier gated on contextCost (agents path) - client UsageTotals carries a summed costUSD; retire the client-side rate lookups (costFromUnits/calcUsageCost) that drifted from backend pricing and produced the provider-keying / cache-key / Vertex / premium findings - keep normalizeUsageUnits for the displayed token counts; token-config is still used for the context-window meter Fixes the premium-tier session-cost under-report (gpt-5.x / gemini-3.1 above their input thresholds). * 🩹 fix: Branch-Accurate Usage Snapshot + Clearer Gauge Track Contrast - re-anchor the context snapshot from the user message to the response message at finalize. Regenerating a response branches off a shared user message, so anchoring on it made the snapshot read as "active" on both branches — switching to the sibling branch showed the wrong (other branch's) context. The response message is branch-unique, so sibling branches now correctly fall back to their own per-branch totals. - raise the gauge ring's track/fill contrast (muted track, prominent fill) so the used portion reads clearly as a fill-level indicator * 🩹 fix: Tag Sequential Usage in Billing; Emit Subagent Cost; Reset Live on Resume Errors - tag hidden sequential-agent usage `usage_type: 'sequential'` on the COLLECTED usage (not just the emit), and treat it as non-primary in recordCollectedUsage (billed, excluded from the reported output total) so hidden intermediate output stops inflating the parent's tokenCount/pruning - emit on_token_usage from the subagent usage sink (tagged `subagent`, with authoritative cost when contextCost is on) so the gauge's session cost/totals include billed subagent usage; it stays out of the live meter - call resetLive on the resumable 404 and max-retry terminal branches so the gauge doesn't keep counting stale in-flight tokens after the stream ends * 🎨 fix: Contrast the Popup Context Bar; Revert Ring Restyle - raise the popup breakdown's context progressbar contrast (muted surface-tertiary track, prominent text-primary fill) — that's the bar the contrast feedback was about - revert the gauge ring restyle (kept its original border-heavy track / text-secondary fill); the ring wasn't the element in question * 🩹 fix: Stop Snapshot Granularity Leaking Across Branches; Revert Tree Memo - a null-anchor context snapshot was treated as active on every branch, leaking one generation's granular breakdown onto sibling branches. Require a non-null (response-message) anchor on the viewed branch instead, so siblings without a matching snapshot fall back to their own totals. - revert the buildTree WeakMap memo in messages.ts. buildTree is pure (builds from shallow copies) so the memo was behaviorally identical, but it was the feature's only change to core branch-navigation selectors — removing it matches upstream and rules it out of branch-navigation debugging. * 🪙 fix: Thread Endpoint Token Config to Agent Billing, Cost, and Context Limits Custom-endpoint agents resolve an endpointTokenConfig during agent init but it never reached the AgentClient, so spending, emitted cost, and runtime max-token resolution all fell back to default rates for those agents. - Surface options.endpointTokenConfig on the returned InitializedAgent. - Pass it to the AgentClient (this.options.endpointTokenConfig) so the spending path bills at configured rates. - Thread it through usageCost to computeUsageCostUSD so emitted per-event cost matches billing. - getModelMaxTokens/getModelMaxOutputTokens fall back to the built-in map for models absent from a partial override (matches buildTokenConfigMap); consolidates the duplicated fallback in pricing.ts. * 🪙 fix: Preserve Granular Breakdown Across Branch Switches The granular context breakdown lives only in the live on_context_usage snapshot — a single per-conversation slot, anchored to the latest response and overwritten by each generation. Switching to a branch generated earlier this session lost its tool/skill/system rows and fell back to coarse totals. Retain each generation's finalized snapshot in a per-conversation map keyed by its branch-unique response id (snapshotsByAnchorFamily). When the live snapshot is off the viewed branch, walk the branch tail for its deepest stored anchor and render that breakdown. Bounded by generation count and cleared on conversation switch; the live/just-generated path is unchanged. * 🪙 fix: Harden Resume Seeding and Subagent Usage Emission - useResumableSSE: skip the trailing-output live seed when the resume carries a context snapshot; the snapshot's messageTokens already counts produced output, so seeding it again inflated usage until the next reset. - AgentClient subagent emitter: await GenerationJobManager.emitChunk like every other caller (it persists before publishing), so a floating promise can't race job cleanup and a Redis/publish failure is caught by the emitter's try/catch instead of surfacing as an unhandled rejection. * 🧪 test: Playwright Coverage for Context Breakdown Granularity Add a test-only data-testid distinguishing the granular snapshot breakdown (context-breakdown) from the coarse message-history estimate (context-estimate), then assert granularity in the mock e2e harness: - renders the granular breakdown from the live on_context_usage snapshot (guards that the snapshot event actually reaches the popover, not just the usage totals). - preserves the granular breakdown after switching branches — regenerate to overwrite the single live snapshot, switch back, and confirm the rows survive via the per-anchor snapshot history map. Branch regenerate/sibling selectors mirror the existing chat.spec branch test. All three usage specs pass against the mock pipeline. * 🪙 fix: Correct Resume Live-Seed, Fallback Re-index, and Subagent Emit Flush Codex round on the prior commit: - countTrailingOutputChars now counts only output at the very END of the aggregated content (0 when the model paused at a tool call), and the resume path always seeds it. The earlier skip-trailing-tool-parts behavior plus the skip-seed-when-snapshot gate together over- or under-counted in-flight output on resume; one rule fixes both — pre-invoke snapshot budget is never double-counted, and genuine in-flight output is no longer dropped. - useTokenUsage re-indexes from the messages cache on tail change while submitting. The cache subscriber is muted during streaming, so without a context snapshot (non-agent streams) sumBranch missed the created tail and dropped history + prompt until finalize. Bounded — tailId only shifts on created/finalize/branch-switch. - AgentClient tracks subagent usage emit promises and flushes them in chatCompletion's finally. The sink fires the emitter without awaiting, and resume reads the usage emitChunk persists (HSET), so cleanup must not race it or resumed clients miss billed subagent usage.	2026-06-13 19:38:28 -04:00
Michael Harvey	05eb986097	💬 feat: Conversation Starters for Model Specs (#13710) ... * 💬 feat: Conversation Starters for Model Specs Adds an optional conversation_starters field to model specs in librechat.yaml. When the active conversation uses a spec that defines starters (and no agent/assistant starters apply), the chat landing renders clickable starter prompts between the landing content and the chat input; clicking one submits it as the first message. - data-provider: add conversation_starters to TModelSpec and tModelSpecSchema so the field survives strict config parsing - client: ConversationStarters falls back to the active spec's starters via getModelSpec; entity (agent/assistant) starters take precedence; starter cards are centered, size to content, wrap at word boundaries, stagger their fade-in, and gain a focus-visible ring - sanitizeModelSpecs passes the field through (denylist); covered by a new unit test - e2e: mock spec + tests for rendering, absence, click-to-submit, and the MAX_CONVO_STARTERS cap Closes #3619 Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * chore: Sort ChatView imports --------- Co-authored-by: Claude Fable 5 <noreply@anthropic.com> Co-authored-by: Danny Avila <danny@librechat.ai>	2026-06-13 11:38:49 -04:00
Danny Avila	b39ec16ff0	🔌 fix: Preserve Ephemeral MCP Selections Across Model Switches (#13697) ... The no-spec branch of `useApplyModelSpecEffects` (added in #11796) reset `ephemeralAgentByConvoId` to null on every `newConversation` call when model specs are configured. On in-place model/endpoint switches (modular chat, same conversation or new-chat draft), BadgeRowContext never refills from localStorage — its init effect only re-runs when the storage suffix or spec changes — so the MCP selection (and tool toggles) were silently dropped from subsequent request payloads while the MCP badge kept displaying them. Reset now only happens on context transitions (leaving a spec, or moving to a different conversation key), where a BadgeRowContext refill is guaranteed; in-place non-spec switches preserve the ephemeral agent. - Gate the no-spec reset on `prevSpecName` / `prevConvoId`, passed from `newConversation` via a snapshot read of the pre-switch conversation - Add jest coverage for all five branches of the no-spec path - Add e2e spec asserting `ephemeralAgent.mcp` stays in the chat payload after a new-chat model switch and after regenerate on a switched conversation (verified failing before the fix, passing after) - Add non-spec "Mock Provider D" endpoint to the e2e config so tests can switch between two real ephemeral endpoints; widen `MockEndpoint` type	2026-06-11 18:13:41 -04:00
Danny Avila	470be2395f	✨ feat: Surface Model Spec Branding on Landing and Selector (#13662) ... Adds an opt-in showOnLanding flag to model specs. When set, the chat landing shows the spec's label and description in place of the time-of-day greeting; specs without the flag are unaffected, so existing deployments see no behavior change. HTML-valued descriptions (inline icons + markup) render sanitized via the shared config-HTML sanitizer with a new media tag/attribute allowlist, both on the landing and in model selector items. Excludes e2e specs from the typed client lint block so staged e2e files no longer fail pre-commit with 'file not found in project'.	2026-06-10 21:02:22 -04:00
Teresa Blanco	9628930958	✅ ci: Add mock e2e coverage for agents, prompts, MCP, and chat flows (#13589) ... * ✅ Add mock e2e coverage for agents, prompts, MCP, and chat flows * 🎯 fix: Change enforce modelSpecs to false --------- Co-authored-by: Danny Avila <danny@librechat.ai>	2026-06-10 09:06:52 -04:00
Danny Avila	da6b74e8eb	🪶 fix: Prevent Soft Default Model Spec from Overriding User Selections (#13642) ... * 🎯 fix: Soft Default Model Spec Overriding User Selections * 🎯 fix: Detect Agents-Only Allow-List Before Endpoints Config Loads * 🎯 fix: Preserve Explicit Soft Default Selections over Older History * 🎯 fix: Limit Soft Default Residue to Spec-Named State, Disable E2E Enforcement	2026-06-10 08:52:28 -04:00
Danny Avila	2a956f143d	🪞 fix: Preserve Model Spec Icons Across Stream Resume and Abort (#13603)	2026-06-08 17:14:21 -04:00
Danny Avila	4b699fb60f	📌 fix: Preserve Project Scope Through Enforced Model Specs (#13586)	2026-06-08 08:41:27 -04:00
Danny Avila	6357ea10c1	🧭 feat: Scope Model Spec Skills (#13522) ... * feat: scope model spec skills * style: format skill catalog limit * fix: serialize model spec skill resolution * test: satisfy model spec load config typing * fix: apply model spec skills to added conversations * fix: support alwaysApply frontmatter alias * fix: address model spec skills review	2026-06-05 10:22:02 -04:00
Danny Avila	a1bfa3b298	🎭 test: Run Mock E2E Suite Through createRun With In-Process Fake Model (#13508) ... * 🎭 test: Run Mock E2E Suite Through createRun With In-Process Fake Model Replace the standalone HTTP mock LLM server with an in-process fake model injected into the real createRun -> Run.create pipeline via run.Graph.overrideTestModel, so the mock suite exercises the agents integration end-to-end without a live provider or a separate server. - Bump @librechat/agents to 3.2.2 for the FakeChatModel/createFakeStreamingLLM exports - Add an env-gated applyTestRunHook seam in packages/api createRun (no /api changes) - Add e2e/setup/fake-model.js to drive default replies + the skill-authoring tool-call flow - Drop the mock-llm webServer from playwright.config.mock.ts and set LIBRECHAT_TEST_RUN_HOOK * 🧹 test: Retire Standalone Mock LLM Server From E2E Recorder Migrate the `--profile=mock` recorder onto the same in-process fake model as the Playwright mock suite, then delete the now-unused HTTP mock server so the fake-LLM logic lives in a single place. - Point record.js mock profile at the fake model via LIBRECHAT_TEST_RUN_HOOK - Remove the mock-llm-server spawn/wait and MOCK_LLM_PORT plumbing from record.js - Delete e2e/setup/mock-llm-server.js (e2e/setup/fake-model.js is now the only source) - Update e2e/README.md to describe the in-process fake LLM * 🏷️ ci: Rename Playwright Mock E2E Check to Playwright E2E Tests	2026-06-04 08:33:28 -04:00
Teresa Blanco	b45e4aeae5	🎭 feat: Add Credential-Free Playwright Smoke Suite with a Local Mock LLM (#13472) ... * 🧪 feat: add e2e playwright tests * 🧪 feat: Add Playwright Recording Harness * test: fix mock playwright config * test: harden mock e2e environment * test: preserve mock dotenv secrets * test: harden mock isolation setup * ci: cache mock e2e builds * test: harden e2e cache and recorder checks * test: preserve data-provider exports in oauth route test * test: isolate mock auth logout state * test: allow isolated logout smoke setup * test: prepare logout smoke auth via api * test: isolate oauth route module mock --------- Co-authored-by: Danny Avila <danny@librechat.ai>	2026-06-02 16:36:39 -04:00