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Codecov Reportβ Patch coverage is Additional details and impacted files@@ Coverage Diff @@
## canary #13754 +/- ##
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Coverage 66.92% 66.92%
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Files 2059 2061 +2
Lines 175209 175782 +573
Branches 17306 17372 +66
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- Misses 57832 58010 +178
Partials 124 124
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Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Reads `ccSessionId` from topic metadata and passes it as `resumeSessionId` into the heterogeneous-agent executor, which forwards it into the Electron main-process controller. `sendPrompt` then appends `--resume <id>` so the next turn continues the same Claude Code session instead of starting fresh. After each run, the CC init-event session_id (captured by the adapter) is persisted back onto the topic so the chain survives page reloads. Also stops killing the session in `finally` β it needs to stay alive for subsequent turns; cleanup happens on topic deletion or app quit.
The prior token-usage fix only wrote totals β `inputCachedTokens`, `inputWriteCacheTokens` and `inputCacheMissTokens` were dropped, so the pricing card rendered zero cached/write-cache tokens even though CC had reported them. Map the accumulated Anthropic-shape usage to the same breakdown the anthropic usage converter emits, so CC turns display consistently with Gateway turns. Refs LOBE-7261
Flat `inputCachedTokens / totalInputTokens / ...` on `MessageMetadata` are the legacy shape; new code should put usage under `metadata.usage`. Move the CC executor to the nested shape so it matches the convention the rest of the runtime is migrating to. Refs LOBE-7261
β¦ecated Stop extending `ModelUsage` and redeclare each token field inline with a `@deprecated` JSDoc pointing to `metadata.usage` (nested). Existing readers still type-check, but IDEs now surface the deprecation so writers migrate to the nested shape.
β¦s deprecated Stop extending `ModelPerformance` and redeclare `duration` / `latency` / `tps` / `ttft` inline with `@deprecated`, pointing at `metadata.performance`. Mirrors the same treatment just done for the token usage fields.
Skip the shared createAgent hook's /profile redirect for the Claude Code variant β its config is fixed so the profile editor would be noise β and preseed the Claude avatar from @lobehub/icons-static-avatar so new CC agents aren't blank.
`splitMetadata` only scraped the legacy flat token/perf fields, so messages written under the new canonical shape (`metadata.usage`, `metadata.performance`) never populated `UIChatMessage.usage` and the Extras panel rendered blank. - Prefer nested `metadata.usage` / `metadata.performance` when present; keep flat scraping as fallback for pre-migration rows. - Add `usage` / `performance` to FlatListBuilder's filter sets so the nested blobs don't leak into `otherMetadata`. - Drop the stale `usage! || metadata` fallback in the Assistant / CouncilMember Extra renders β with splitMetadata fixed, `item.usage` is always populated when usage data exists, and passing raw metadata as ModelUsage is wrong now that the flat fields are gone.
`useDataSyncConfig`'s SWR onSuccess called `refreshUserData` (which runs
`stores.reset()`) whenever the freshly-fetched config didn't deep-equal the
hard-coded initial `{ storageMode: 'cloud' }` β which happens on every
first load. The reset would wipe `chat.activeAgentId` just after
`AgentIdSync` set it from the URL, and because `AgentIdSync`'s sync
effects are keyed on `params.aid` (which hasn't changed), they never re-fire
to restore it. Result: topic SWR saw `activeAgentId === ''`, treated the
container as invalid, and left the sidebar stuck on the loading skeleton.
Gate the reset on `isInitRemoteServerConfig` so it only runs when the user
actually switches sync modes, not on the first hydration.
Mirrors local-system: each CC tool now has an inspector rendered above the tool-call output instead of an opaque default row. - `Inspector.tsx` β registry that passes the CC tool name itself as the shared factories' `translationKey`. react-i18next's missing-key fallback surfaces the literal name (Bash / Edit / Glob / Grep / Read / Write), so we don't add CC-specific entries to the plugin locale. - `ReadInspector.tsx` / `WriteInspector.tsx` β thin adapters that map Anthropic-native args (`file_path` / `offset` / `limit`) onto the shared inspectors' shape (`path` / `startLine` / `endLine`), so shared stays pure. Bash / Edit / Glob / Grep reuse shared factories directly. - Register `ClaudeCodeInspectors` under `claude-code` in the builtin-tools inspector dispatch. Also drops the redundant `Render/Bash/index.tsx` wrapper and pipes the shared `RunCommandRender` straight into the registry.
Two callsites (ConversationArea / useActionsBarConfig) were reaching into `currentAgentConfig(...)?.agencyConfig?.heterogeneousProvider` inline. Switch them to the existing `isCurrentAgentHeterogeneous` selector so the predicate lives in one place.
`handleFinish` just called `updateConfig(values)` with no extra logic; the zustand action is already a stable reference so the wrapper added no memoization value. Leftover from the ACP refactor (930ba41) where the handler once did more work β hand the action straight to `onFinish`.
Unwind the `splitMetadata` nested-preference + `FlatListBuilder` filter additions from 306fd65. The nested `metadata.usage` / `metadata.performance` promotion now happens in `parse.ts` (and a `?? metadata?.usage` fallback at the UI callsites), so conversation-flow's transformer layer goes back to its original flat-field-only behavior.
Previously hitting Stop only flipped the `execHeterogeneousAgent` operation to `cancelled` in the store β the spawned `claude -p` process kept running and kept streaming/persisting output for the user. The op's abort signal had no listeners and no `onCancelHandler` was registered. - On session start, register an `onCancelHandler` that calls `heterogeneousAgentService.cancelSession(sessionId)` (SIGINT to the CLI). - Read the op's `abortController.signal` and short-circuit `onRawLine` so late events the CLI emits between SIGINT and exit don't leak into DB writes. - Skip the error-event forward in `onError` / the outer catch when the abort came from the user, so the UI doesn't surface a misleading error toast on top of the already-cancelled operation. Verified end-to-end: prompt that runs a long sequence of Reads β click Stop β `claude -p` process is gone within 2s, op status = cancelled, no error message written to the conversation.
Pipes the agent's `agencyConfig.heterogeneousProvider.type` through the
sidebar data flow and renders a `<Tag>` next to the title for any agent
driven by an external CLI runtime (Claude Code today, more later). Mirrors
the group-member External pattern so future provider types just need a
label swap β the field is a string, not a boolean.
- `SidebarAgentItem.heterogeneousType?: string | null` on the shared type
- `HomeRepository.getSidebarAgentList` selects `agents.agencyConfig` and
derives the field via `cleanObject`
- `AgentItem` shows `<Tag>{t('group.profile.external')}</Tag>` when the
field is present
Verified client-side by injecting `heterogeneousType: 'claudecode'` into
a sidebar item at runtime β the "ε€ι¨" tag renders next to the title in
the zh-CN locale.
Instead of reusing `group.profile.external` (which is about group members that are user-linked rather than virtual), add `agentSidebar.externalTag` specifically for the heterogeneous-runtime tag. Keeps the two concepts separate so we can swap this one to "Claude Code" / provider-specific labels later without touching the group UI copy. Remember to run `pnpm i18n` before the PR so the remaining locales pick up the new key.
Three small fixes so `tsgo --noEmit` exits clean: - `AgentIdSync`: `useChatStoreUpdater` is typed off the chat-store key, whose `activeAgentId` is `string` (initial ''). Coerce the optional URL param to `''` so the store key type matches; `createStoreUpdater` still skips the setState when the value is undefined-ish. - `heterogeneousAgentExecutor.test.ts`: `scope: 'session'` isn't a valid `MessageMapScope` (the union dropped that variant); switch the fixture to `'main'`, which is the correct scope for agent main conversations. - Same test file: `Array.at(-1)` is `T | undefined`; non-null assert since the preceding calls guarantee the slot is populated.
Upstream `createStoreUpdater` types `value` as exactly `T[Key]`, so any call site feeding an optional source (URL param, selector that may return undefined) fails type-check β even though the runtime already guards `typeof value !== 'undefined'` and no-ops in that case. Wrap it once in `store/utils/createStoreUpdater.ts` with a `T[Key] | null | undefined` value type so callers can pass `params.aid` directly, instead of the lossy `?? ''` fallback the previous commit used (which would have written an empty-string sentinel into the chat store). Swap the import in `AgentIdSync.tsx`.
# π LobeHub v2.1.53 (20260427) **Release Date:** April 27, 2026 **Since v2.1.52:** 194 merged PRs Β· 17 contributors > Introduce Heterogeneous Agent β Claude Code and Codex run as first-class desktop runtimes, paired with a new Agent Signal package, sharper desktop UX, and a wave of flagship model additions. --- ## β¨ Highlights - **Introduce Heterogeneous Agent** β Claude Code and Codex run as first-class desktop agents: subagent rendering, partial-message streaming, multi-turn resume, terminal error surfacing, rich tool inspectors, and runtime polish. (#14162, #13754, #14067, #14001, #13970, #13942) - **Screen capture & Quick Chat tray** β New desktop screen capture overlay (macOS permission-gated) with Quick Chat tray and upload pipeline improvements; chat input auto-focuses on overlay mount. (#13818, #14097, #14105) - **Desktop topic & tab UX** β Dedicated topic popup window with cross-window sync, Cmd+W/Cmd+T tab shortcuts, TabBar polish, recent working directories expanded to 20, and human approval notifications. (#13957, #13983, #13972, #14036, #14092) - **Git workflow built-in** β One-click pull/push from the branch chip, ahead/behind badge, and submodule/worktree repo detection. (#14041, #13980, #13978) - **Agent Signal package** β New `@lobechat/agent-signal` runtime for dynamic memory feedback signals, with OTel metrics and self-iteration in Lab. (#14157, #14170, #14159, #14169, #14187) - **New models** β Claude Opus 4.7 with `xhigh` effort tier, GPT-5.5, DeepSeek V4 Flash/Pro with reasoning slider, Kimi K2.6, MiMo-V2.5/Pro, gpt-image-2, Qwen3.6 Flash/Plus, and Pixverse-c1. (#13903, #14147, #14114, #14004, #14089, #14039, #13923) - **New providers** β OpenCode Zen, OpenCode Go, and Azure OpenAI Router runtime. (#13943, #14064, #13823) - **Mobile settings overhaul** β Full settings menu and responsive profile layout for mobile. (#14019) --- ## ποΈ Heterogeneous Agent - Claude Code runtime, working-directory awareness, and sidebar polish. (#13970) - CC subagent rendering with persistent streamed text; parallel-tool orphan fix. (#14001, #13968, #14024) - Per-step usage persisted to each step assistant message. (#13964) - Per-phase workflow expand defaults; full-expand toggle with three-level expansion. (#14171, #13906) - Hetero-mode actions bar; tool inspector polish. (#13963, #14034, #14030) - Codex desktop integration with rich tool rendering and devtools preview. (#14067, #14100) - Codex terminal error surfacing and CLI output tracing. (#14166) - Tighten `isCanUseVision` default and add aggregator fallback. (#14172) - Persist `ccSessionId` in topic metadata for CC multi-turn resume. (#13902) - CC account card, topic filter, and integration polish. (#13955, #13942, #13950) - Token-level deltas streamed via `--include-partial-messages`. (#13929) --- ## π§ Agent Signal & Self-Iteration - New `@lobechat/agent-signal` package with dynamic feedback signals. (#14157) - AgentSignalRuntime wired through agent-tracing and observability-otel metrics. (#14170, #14159) - Self-iteration feature flag added to Lab; front-side flag check. (#14169, #14186) - Signal policy for receiving memory feedback dynamically. (#14187) --- ## π¬ Conversation - Queue follow-up sends during running CC turns. (#14179) - Persist per-topic chat scroll position; pin user message + fold long messages. (#14191, #14056) - Inline resend when editing last user message. (#14080) - Disable first-block markdown streaming to prevent flicker. (#14193, #13904) - Prevent Markdown stream replay when vlist remounts streaming items. (#14086) - Stop repinning after manual scroll; unify scroll-to-user + spacer hooks. (#14099, #14132) --- ## π± Platforms & Integrations ### Desktop / Electron - Screen capture overlay, Quick Chat tray, and upload pipeline improvements. (#13818) - macOS permission gate for screen capture; auto-focus chat panel input. (#14097, #14105) - Dedicated topic popup window with cross-window sync. (#13957) - TabBar polish: `+` button for new topic, dark theme blend, close icon by default. (#13972, #14203, #13973) - Recent working directories expanded from 5 to 20; submodule/worktree repo detection. (#14036, #13978) - Cmd+W / Cmd+T tab shortcuts and global shortcut consolidation. (#13983, #13880) - Linux icon configuration; human approval desktop notifications. (#14042, #14092) ### Git Workflow - One-click pull/push from branch chip; ahead/behind badge with refactored GitCtr. (#14041, #13980) ### Mobile - Full settings menu and responsive profile layout. (#14019) - Agent route added to mobile router; mobile agent topic route registered. (#14103, #14158) - Session list skeleton row layout corrected. (#14040) ### Bot / Messaging - DM strategy support; bot emoji and markdown render optimization. (#14201, #14091, #14140) - Slack webhook fix; bot platform setup guide reference. (#14052, #14121) --- ## π€ Models & Providers ### New models - **Claude Opus 4.7** with `xhigh` effort tier; strip temperature/top_p. (#13903, #13909) - **GPT-5.5**. (#14147) - **DeepSeek V4** Flash/Pro cards with reasoning slider; cache-hit and Pro discount pricing. (#14114, #14209, #14196, #14131) - **Kimi K2.6** model with LobeHub-hosted card. (#14004, #14006) - **MiMo-V2.5 / V2.5-Pro**. (#14089) - **gpt-image-2**, **Qwen3.6 Flash/Plus**, **Pixverse-c1**. (#14039, #13923) ### New providers - **OpenCode Zen** and **OpenCode Go** with env-var support. (#13943, #14064) - **Azure OpenAI Router** runtime support. (#13823) - Model alias mapping for image and video runtimes. (#13896) - Seedance video models migrated to Dreamina. (#14144) ### Runtime reliability - Sanitize invalid tool_call arguments to unbreak strict providers. (#14033) - Tolerate null `function.name` in streaming tool_call deltas. (#14139) - Preserve Gemini 3 `thoughtSignature` in `call_tools_batch` normalization. (#14032) - Downgrade `image_url` parts when target model lacks vision. (#14029) - Preserve Cloudflare provider error context. (#14136) - Use `safety_identifier` for OpenAI Responses API. (#14148) - Unwrap underlying PG error in `formatErrorEventData`. (#14038) --- ## π₯οΈ User Experience - **Onboarding** β Preset agent naming suggestions, structured hunk ops for `updateDocument`, persona analytics snapshot, footer promotion pipeline, wrap-up button. (#13931, #13989, #13930, #13853, #13934) - **Document workflow** β Agent documents promoted as primary workspace panel; history management and compare workflow; web-crawl docs associated with agent documents. (#13924, #13725, #13893) - **cmdk** β Agent identity surfaced on topic search results; topic/message search scoped to current agent. (#14204, #13960) - **Floating chat panel** and workspace improvements. (#13887) - **Topic completion status** with dropdown action and filter. (#14005) --- ## π§ Tooling - Redis-backed feature flag provider for runtime config. (#14098) - Vite upgraded to 8.0.0 with Rolldown strict execution order. (#12720, #14058) - `@lobechat/model-bank` automated npm release with provenance. (#14015, #14017, #14018) - Skill activation fallback when `activateTools` cannot find identifier. (#14010) - Cron tool: timezone and existing jobs injected into system prompt; clarified `lobe-gtd` and `lobe-cron` descriptions. (#14012, #14013) --- ## π Security & Reliability - **Security:** uuid bumped to v14 (advisory). (#14083) - **Security:** validate avatar URL and scope old-avatar deletion to owner. (#13982) - **Security:** clear OIDC sessions on better-auth signout; return 401 (not 500) for expired OIDC JWT. (#13916, #14014) - **Reliability:** scope pending-approval check to current assistant turn. (#14182) - **Reliability:** sanitize heterogeneous-agent attachment cache filenames. (#13937) - **Reliability:** reduce subagent task status error noise. (#14026) --- ## π₯ Contributors Huge thanks to **17 contributors** who shipped **194 merged PRs** this week. @hardy Β· @shaun0927 Β· @hezhijie0327 Β· @sxjeru Β· @arvinxx Β· @Innei Β· @tjx666 Β· @lijian Β· @neko Β· @rdmclin2 Β· @AmAzing129 Β· @sudongyuer Β· @CanisMinor Β· @rivertwilight Plus @lobehubbot and renovate[bot] for maintenance. --- **Full Changelog**: v2.1.52...v2.1.53
β¦ude code (lobehub#13754) * β»οΈ refactor(acp): move agent provider to agencyConfig + restore creation entry - Move AgentProviderConfig from chatConfig to agencyConfig.heterogeneousProvider - Rename type from 'acp' to 'claudecode' for clarity - Restore Claude Code agent creation entry in sidebar + menu - Prioritize heterogeneousProvider check over gateway mode in execution flow - Remove ACP settings from AgentChat form (provider is set at creation time) - Add getAgencyConfigById selector for cleaner access - Use existing agent workingDirectory instead of duplicating in provider config Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> β¨ feat(acp): defer terminal events + extract model/usage per turn Three improvements to ACP stream handling: 1. Defer agent_runtime_end/error: Previously the adapter emitted terminal events from result.type directly into the Gateway handler. The handler immediately fires fetchAndReplaceMessages which reads stale DB state (before we persist final content/tools). Fix: intercept terminal events in the executor's event loop and forward them only AFTER content + metadata has been written to DB. 2. Extract model/usage per assistant event: Claude Code sets model name and token usage on every assistant event. Adapter now emits a 'step_complete' event with phase='turn_metadata' carrying these. Executor accumulates input/output/cache tokens across turns and persists them onto the assistant message (model + metadata.totalTokens). 3. Missing final text fix: The accumulated assistant text was being written AFTER agent_runtime_end triggered fetchAndReplaceMessages, so the UI rendered stale (empty) content. Deferred terminals solve this. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> π fix(acp): eliminate orphan-tool warning flicker during streaming Root cause: LobeHub's conversation-flow parser (collectToolMessages) filters tool messages by matching `tool_call_id` against `assistant.tools[].id`. The previous flow created tool messages FIRST, then updated assistant.tools[], which opened a brief window where the UI saw tool messages that had no matching entry in the parent's tools array β rendering them as "orphan" with a scary "θ―·ε ι€" warning to the user. Fix: Reorder persistNewToolCalls into three phases: 1. Pre-register tool entries in assistant.tools[] (id only, no result_msg_id) 2. Create the tool messages in DB (tool_call_id matches pre-registered ids) 3. Back-fill result_msg_id and re-write assistant.tools[] Between phase 1 and phase 3 the UI always sees consistent state: every tool message in DB has a matching entry in the parent's tools array. Verified: orphan count stays at 0 across all sampled timepoints during streaming (vs 1+ before fix). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> π fix(acp): dedupe tool_use + capture tool_result + persist result_msg_id Three critical fixes to ACP tool-call handling, discovered via live testing: 1. **tool_use dedupe** β Claude Code stream-json previously produced 15+ duplicate tool messages per tool_call_id. The adapter now tracks emitted ids so each tool_use β exactly one tool message. 2. **tool_result content capture** β tool_result blocks live in `type: 'user'` events in Claude Code's stream-json, not in assistant events. The adapter now handles the 'user' event type and emits a new `tool_result` HeterogeneousAgentEvent which the executor consumes to call messageService.updateToolMessage() with the actual result content. Previously all tool messages had empty content. 3. **result_msg_id on assistant.tools[]** β LobeHub's parse() step links tool messages to their parent assistant turn via tools[].result_msg_id. Without it, the UI renders orphan-message warnings. The executor now captures the tool message id returned by messageService.createMessage and writes it back into the assistant.tools[] JSONB. Also adds vitest config + 9 unit tests for the adapter covering lifecycle, content mapping, and tool_result handling. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> β¨ feat(acp): integrate external AI agents via ACP protocol Adds support for connecting external AI agents (Claude Code and future agents like Codex, Kimi CLI) into LobeHub Desktop via a new heterogeneous agent layer that adapts agent-specific protocols to the unified Gateway event stream. Architecture: - New @lobechat/heterogeneous-agents package: pluggable adapters that convert agent-specific outputs to AgentStreamEvent - AcpCtr (Electron main): agent-agnostic process manager with CLI presets registry, broadcasts raw stdout lines to renderer - acpExecutor (renderer): subscribes to broadcasts, runs events through adapter, feeds into existing createGatewayEventHandler - Tool call persistence: creates role='tool' messages via messageService before emitting tool_start/tool_end to the handler Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * β»οΈ refactor: rename acpExecutor to heterogeneousAgentExecutor - Rename file acpExecutor.ts β heterogeneousAgentExecutor.ts - Rename ACPExecutorParams β HeterogeneousAgentExecutorParams - Rename executeACPAgent β executeHeterogeneousAgent - Change operation type from execAgentRuntime to execHeterogeneousAgent - Change operation label to "Heterogeneous Agent Execution" - Change error type from ACPError to HeterogeneousAgentError - Rename acpData/acpContext variables to heteroData/heteroContext Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * β»οΈ refactor: rename AcpCtr and acp service to heterogeneousAgent Desktop side: - AcpCtr.ts β HeterogeneousAgentCtr.ts - groupName 'acp' β 'heterogeneousAgent' - IPC channels: acpRawLine β heteroAgentRawLine, etc. Renderer side: - services/electron/acp.ts β heterogeneousAgent.ts - ACPService β HeterogeneousAgentService - acpService β heterogeneousAgentService - Update all IPC channel references in executor Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * π§ chore: switch CC permission mode to bypassPermissions Use bypassPermissions to allow Bash and other tool execution. Previously acceptEdits only allowed file edits, causing Bash tool calls to fail during CC execution. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * π fix: don't fallback activeAgentId to empty string in AgentIdSync Empty string '' causes chat store to have a truthy but invalid activeAgentId, breaking message routing. Pass undefined instead. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * π fix: use AI_RUNTIME_OPERATION_TYPES for loading and cancel states stopGenerateMessage and cancelOperation were hardcoding ['execAgentRuntime', 'execServerAgentRuntime'], missing execHeterogeneousAgent. This caused: - CC execution couldn't be cancelled via stop button - isAborting flag wasn't set for heterogeneous agent operations Now uses AI_RUNTIME_OPERATION_TYPES constant everywhere to ensure all AI runtime operation types are handled consistently. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * β¨ feat: split multi-step CC execution into separate assistant messages Claude Code's multi-turn execution (thinking β tool β final text) was accumulating everything onto a single assistant message, causing the final text response to appear inside the tool call message. Changes: - ClaudeCodeAdapter: detect message.id changes and emit stream_end + stream_start with newStep flag at step boundaries - heterogeneousAgentExecutor: on newStep stream_start, persist previous step's content, create a new assistant message, reset accumulators, and forward the new message ID to the gateway handler This ensures each LLM turn gets its own assistant message, matching how Gateway mode handles multi-step agent execution. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * π fix: fix multi-step CC execution and add DB persistence tests Adapter fixes: - Fix false step boundary on first assistant after init (ghost empty message) Executor fixes: - Fix parentId chain: new-step assistant points to last tool message - Fix content contamination: sync snapshot of content accumulators on step boundary - Fix type errors (import path, ChatToolPayload casts, sessionId guard) Tests: - Add ClaudeCodeAdapter unit tests (multi-step, usage, flush, edge cases) - Add ClaudeCodeAdapter E2E test (full multi-step session simulation) - Add registry tests - Add executor DB persistence tests covering: - Tool 3-phase write (pre-register β create β backfill) - Tool result content + error persistence - Multi-step parentId chain (assistant β tool β assistant) - Final content/reasoning/model/usage writes - Sync snapshot preventing cross-step contamination - Error handling with partial content persistence - Full multi-step E2E (Read β Write β text) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * π§ chore: add orphan tool regression tests and debug trace - Add orphan tool regression tests for multi-turn tool execution - Add __HETERO_AGENT_TRACE debug instrumentation for event flow capture Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * β¨ feat: support image attachments in CC via stream-json stdin - Main process downloads files by ID from cloud (GET {domain}/f/{fileId}) - Local disk cache at lobehub-storage/heteroAgent/files/ (by fileId) - When fileIds present, switches to --input-format stream-json + stdin pipe - Constructs user message with text + image content blocks (base64) - Pass fileIds through executor β service β IPC β controller Closes LOBE-7254 Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * β»οΈ refactor: pass imageList instead of fileIds for CC vision support - Use imageList (with url) instead of fileIds β Main downloads from URL directly - Cache by image id at lobehub-storage/heteroAgent/files/ - Only images (not arbitrary files) are sent to CC via stream-json stdin Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * π fix: read imageList from persisted DB message instead of chatUploadFileList chatUploadFileList is cleared after sendMessageInServer, so tempImages was empty by the time the executor ran. Now reads imageList from the persisted user message in heteroData.messages instead. Also removes debug console.log/console.error statements. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * update i18n * π fix: prevent orphan tool UI by deferring handler events during step transition Root cause: when a CC step boundary occurs, the adapter produces [stream_end, stream_start(newStep), stream_chunk(tools_calling)] in one batch. The executor deferred stream_start via persistQueue but forwarded stream_chunk synchronously β handler received tools_calling BEFORE stream_start, dispatching tools to the OLD assistant message β UI showed orphan tool warning. Fix: add pendingStepTransition flag that defers ALL handler-bound events through persistQueue until stream_start is forwarded, guaranteeing correct event ordering. Also adds: - Minimal regression test in gatewayEventHandler confirming correct ordering - Multi-tool per turn regression test from real LOBE-7240 trace - Data-driven regression replaying 133 real CC events from regression.json Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * β¨ feat: add lab toggle for heterogeneous agent (Claude Code) - Add enableHeterogeneousAgent to UserLabSchema + defaults (off by default) - Add selector + settings UI toggle (desktop only) - Gate "Claude Code Agent" sidebar menu item behind the lab setting - Remove regression.json (no longer needed) - Add i18n keys for the lab feature Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * π fix: gate heterogeneous agent execution behind isDesktop check Without this, web users with an agent that has heterogeneousProvider config would hit the CC execution path and fail (no Electron IPC). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * β»οΈ refactor: rename tool identifier from acp-agent to claude-code Also update operation label to "External agent running". Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * β¨ feat: add CLI agent detectors for system tools settings Detect agentic coding CLIs installed on the system: - Claude Code, Codex, Gemini CLI, Qwen Code, Kimi CLI, Aider - Uses validated detection (which + --version keyword matching) - New "CLI Agents" category in System Tools settings - i18n for en-US and zh-CN Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * π fix: fix token usage over-counting in CC execution Two bugs fixed: 1. Adapter: same message.id emitted duplicate step_complete(turn_metadata) for each content block (thinking/text/tool_use) β all carry identical usage. Now deduped by message.id, only emits once per turn. 2. Executor: CC result event contains authoritative session-wide usage totals but was ignored. Now adapter emits step_complete(result_usage) from the result event, executor uses it to override accumulated values. Fixes LOBE-7261 Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * π§ chore: gitignore cc-stream.json and .heterogeneous-tracing/ Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * π§ chore: untrack .heerogeneous-tracing/ Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * β¨ feat: wire CC session resume for multi-turn conversations Reads `ccSessionId` from topic metadata and passes it as `resumeSessionId` into the heterogeneous-agent executor, which forwards it into the Electron main-process controller. `sendPrompt` then appends `--resume <id>` so the next turn continues the same Claude Code session instead of starting fresh. After each run, the CC init-event session_id (captured by the adapter) is persisted back onto the topic so the chain survives page reloads. Also stops killing the session in `finally` β it needs to stay alive for subsequent turns; cleanup happens on topic deletion or app quit. * π fix: record cache token breakdown in CC execution metadata The prior token-usage fix only wrote totals β `inputCachedTokens`, `inputWriteCacheTokens` and `inputCacheMissTokens` were dropped, so the pricing card rendered zero cached/write-cache tokens even though CC had reported them. Map the accumulated Anthropic-shape usage to the same breakdown the anthropic usage converter emits, so CC turns display consistently with Gateway turns. Refs LOBE-7261 * β»οΈ refactor: write CC usage under metadata.usage instead of flat fields Flat `inputCachedTokens / totalInputTokens / ...` on `MessageMetadata` are the legacy shape; new code should put usage under `metadata.usage`. Move the CC executor to the nested shape so it matches the convention the rest of the runtime is migrating to. Refs LOBE-7261 * β»οΈ refactor(types): mark flat usage fields on MessageMetadata as deprecated Stop extending `ModelUsage` and redeclare each token field inline with a `@deprecated` JSDoc pointing to `metadata.usage` (nested). Existing readers still type-check, but IDEs now surface the deprecation so writers migrate to the nested shape. * β»οΈ refactor(types): mark flat performance fields on MessageMetadata as deprecated Stop extending `ModelPerformance` and redeclare `duration` / `latency` / `tps` / `ttft` inline with `@deprecated`, pointing at `metadata.performance`. Mirrors the same treatment just done for the token usage fields. * β¨ feat: CC agent gets claude avatar + lands on chat page directly Skip the shared createAgent hook's /profile redirect for the Claude Code variant β its config is fixed so the profile editor would be noise β and preseed the Claude avatar from @lobehub/icons-static-avatar so new CC agents aren't blank. * π fix(conversation-flow): read usage/performance from nested metadata `splitMetadata` only scraped the legacy flat token/perf fields, so messages written under the new canonical shape (`metadata.usage`, `metadata.performance`) never populated `UIChatMessage.usage` and the Extras panel rendered blank. - Prefer nested `metadata.usage` / `metadata.performance` when present; keep flat scraping as fallback for pre-migration rows. - Add `usage` / `performance` to FlatListBuilder's filter sets so the nested blobs don't leak into `otherMetadata`. - Drop the stale `usage! || metadata` fallback in the Assistant / CouncilMember Extra renders β with splitMetadata fixed, `item.usage` is always populated when usage data exists, and passing raw metadata as ModelUsage is wrong now that the flat fields are gone. * π fix: skip stores.reset on initial dataSyncConfig hydration `useDataSyncConfig`'s SWR onSuccess called `refreshUserData` (which runs `stores.reset()`) whenever the freshly-fetched config didn't deep-equal the hard-coded initial `{ storageMode: 'cloud' }` β which happens on every first load. The reset would wipe `chat.activeAgentId` just after `AgentIdSync` set it from the URL, and because `AgentIdSync`'s sync effects are keyed on `params.aid` (which hasn't changed), they never re-fire to restore it. Result: topic SWR saw `activeAgentId === ''`, treated the container as invalid, and left the sidebar stuck on the loading skeleton. Gate the reset on `isInitRemoteServerConfig` so it only runs when the user actually switches sync modes, not on the first hydration. * β¨ feat(claude-code): wire Inspector layer for CC tool calls Mirrors local-system: each CC tool now has an inspector rendered above the tool-call output instead of an opaque default row. - `Inspector.tsx` β registry that passes the CC tool name itself as the shared factories' `translationKey`. react-i18next's missing-key fallback surfaces the literal name (Bash / Edit / Glob / Grep / Read / Write), so we don't add CC-specific entries to the plugin locale. - `ReadInspector.tsx` / `WriteInspector.tsx` β thin adapters that map Anthropic-native args (`file_path` / `offset` / `limit`) onto the shared inspectors' shape (`path` / `startLine` / `endLine`), so shared stays pure. Bash / Edit / Glob / Grep reuse shared factories directly. - Register `ClaudeCodeInspectors` under `claude-code` in the builtin-tools inspector dispatch. Also drops the redundant `Render/Bash/index.tsx` wrapper and pipes the shared `RunCommandRender` straight into the registry. * β»οΈ refactor: use agentSelectors.isCurrentAgentHeterogeneous Two callsites (ConversationArea / useActionsBarConfig) were reaching into `currentAgentConfig(...)?.agencyConfig?.heterogeneousProvider` inline. Switch them to the existing `isCurrentAgentHeterogeneous` selector so the predicate lives in one place. * update * β»οΈ refactor: drop no-op useCallback wrapper in AgentChat form `handleFinish` just called `updateConfig(values)` with no extra logic; the zustand action is already a stable reference so the wrapper added no memoization value. Leftover from the ACP refactor (930ba41) where the handler once did more work β hand the action straight to `onFinish`. * update * βͺ revert: roll back conversation-flow nested-shape reads Unwind the `splitMetadata` nested-preference + `FlatListBuilder` filter additions from 306fd65. The nested `metadata.usage` / `metadata.performance` promotion now happens in `parse.ts` (and a `?? metadata?.usage` fallback at the UI callsites), so conversation-flow's transformer layer goes back to its original flat-field-only behavior. * update * π fix(cc): wire Stop to cancel the external Claude Code process Previously hitting Stop only flipped the `execHeterogeneousAgent` operation to `cancelled` in the store β the spawned `claude -p` process kept running and kept streaming/persisting output for the user. The op's abort signal had no listeners and no `onCancelHandler` was registered. - On session start, register an `onCancelHandler` that calls `heterogeneousAgentService.cancelSession(sessionId)` (SIGINT to the CLI). - Read the op's `abortController.signal` and short-circuit `onRawLine` so late events the CLI emits between SIGINT and exit don't leak into DB writes. - Skip the error-event forward in `onError` / the outer catch when the abort came from the user, so the UI doesn't surface a misleading error toast on top of the already-cancelled operation. Verified end-to-end: prompt that runs a long sequence of Reads β click Stop β `claude -p` process is gone within 2s, op status = cancelled, no error message written to the conversation. * β¨ feat(sidebar): mark heterogeneous agents with an "External" tag Pipes the agent's `agencyConfig.heterogeneousProvider.type` through the sidebar data flow and renders a `<Tag>` next to the title for any agent driven by an external CLI runtime (Claude Code today, more later). Mirrors the group-member External pattern so future provider types just need a label swap β the field is a string, not a boolean. - `SidebarAgentItem.heterogeneousType?: string | null` on the shared type - `HomeRepository.getSidebarAgentList` selects `agents.agencyConfig` and derives the field via `cleanObject` - `AgentItem` shows `<Tag>{t('group.profile.external')}</Tag>` when the field is present Verified client-side by injecting `heterogeneousType: 'claudecode'` into a sidebar item at runtime β the "ε€ι¨" tag renders next to the title in the zh-CN locale. * β»οΈ refactor(i18n): dedicated key for the sidebar external-agent tag Instead of reusing `group.profile.external` (which is about group members that are user-linked rather than virtual), add `agentSidebar.externalTag` specifically for the heterogeneous-runtime tag. Keeps the two concepts separate so we can swap this one to "Claude Code" / provider-specific labels later without touching the group UI copy. Remember to run `pnpm i18n` before the PR so the remaining locales pick up the new key. * π fix: clear remaining CI type errors Three small fixes so `tsgo --noEmit` exits clean: - `AgentIdSync`: `useChatStoreUpdater` is typed off the chat-store key, whose `activeAgentId` is `string` (initial ''). Coerce the optional URL param to `''` so the store key type matches; `createStoreUpdater` still skips the setState when the value is undefined-ish. - `heterogeneousAgentExecutor.test.ts`: `scope: 'session'` isn't a valid `MessageMapScope` (the union dropped that variant); switch the fixture to `'main'`, which is the correct scope for agent main conversations. - Same test file: `Array.at(-1)` is `T | undefined`; non-null assert since the preceding calls guarantee the slot is populated. * π fix: loosen createStoreUpdater signature to accept nullable values Upstream `createStoreUpdater` types `value` as exactly `T[Key]`, so any call site feeding an optional source (URL param, selector that may return undefined) fails type-check β even though the runtime already guards `typeof value !== 'undefined'` and no-ops in that case. Wrap it once in `store/utils/createStoreUpdater.ts` with a `T[Key] | null | undefined` value type so callers can pass `params.aid` directly, instead of the lossy `?? ''` fallback the previous commit used (which would have written an empty-string sentinel into the chat store). Swap the import in `AgentIdSync.tsx`. --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
π» Change Type
π Related Issue
Related to LOBE-6664 (design), implements LOBE-7042 (MVP).
Known issue discovered during testing: LOBE-7052 (chat store
activeAgentIdnot synced after page reload β pre-existing, not caused by this PR).π Description of Change
Adds support for connecting external AI agents (Claude Code, and future agents like Codex, Kimi CLI) into LobeHub Desktop via a new heterogeneous agents layer that adapts agent-specific protocols to the unified Gateway event stream β so the frontend only maintains ONE event handler for both LobeHub's own agent runtime and external agents.
Architecture
New package:
@lobechat/heterogeneous-agentsPluggable adapters convert agent-specific outputs to
AgentStreamEvent. Likemodel-runtimefor external agents. Initial adapters:claude-codeβ Claude Code CLI stream-jsonFuture: Codex CLI, Kimi CLI, ACP JSON-RPC. New adapter = 1 file + 1 registry entry.
Main process changes
AcpCtris now agent-agnostic: CLI presets registry drives per-agent flags. Only does process lifecycle + raw stdout line broadcast. No DB access (correct β main has no DB connection).Renderer changes
acpExecutor: subscribes toacpRawLineIPC broadcasts β runs events through the adapter β feeds into existingcreateGatewayEventHandlerrole='tool'messages viamessageServicebefore emittingtool_start/tool_end(mimics what Gateway's server does)Other changes
conversationLifecycle.sendMessage(): adds ACP branch after Gateway mode, before Client mode β callssendMessageInServerfirst to persist user+assistant messages, then starts ACP executionAgentChatsettings: adds Agent Provider (ACP) config section (Desktop only)AddButtoncreate menu: adds "Claude Code Agent" preset (Desktop only)useActionsBarConfig: hides branching action for ACP agentsAgentProviderConfigtype added toLobeAgentChatConfigπ§ͺ How to Test
Manual test flow (verified):
agentProvider: { type: 'acp', command: 'claude' }on any agent)β Read (N) βΈclaude-sonnet-4-6model label showncontentLen > 0andtoolsarray; separaterole: 'tool'messages.Type-check: β passes
ESLint: β passes (after refactoring to avoid
unicorn/no-immediate-mutation)π Additional Information
Known limitations (for follow-up PRs):
--resumesession ID only kept in memory β lost on Electron restart (needs persistence to topic.metadata)contentinitially empty β Claude Code'stool_resultcomes in a laterassistantevent; full content mapping needs further workapps/desktop/src/main/libs/acp/client.ts) but unused until native ACP agents adopted; current flow uses Claude Code's official-p --output-format stream-jsonmode which is the recommended programmatic interfaceOut of scope:
π€ Generated with Claude Code