Maturity scorecard
release readiness - generated from taxonomy + QA evidence
A practical view of what is ready, what is proven, and what still needs work.
50 surfaces - 280 capability areas - deterministic coverage plus human-reviewed quality and completeness.
Browse surfaces / Inspect QA evidence / Read the taxonomy
What this page is for
Use this page to answer one question: which OpenClaw surfaces are credible choices for a release, and what evidence supports that judgment? Coverage comes from deterministic QA evidence; quality and completeness are maintained as reviewed maturity scores.
At a glance
68%Maturity score
AlphaQuality + completenessCoverage Experimental - 16%Quality Alpha - 64%Completeness Beta - 71%
Coverage is deliberately evidence-led: an area does not become “ready” just because the implementation exists. It is not an input to the maturity score, but OpenClaw aims to keep end-to-end coverage above 90% for mature Stable-or-better features over time.
Score bands
Experimental0-50%
Alpha50-70%
Beta70-80%
Stable80-95%
Clawesome95-100%
Surface explorer
Surfaces are ordered by maturity level, completeness, and quality. LTS support is shown alongside each row so release-ready options are easy to compare.
All surfaces
Core
Platform
Channel
Provider and tool
QA evidence summary
The checks below show which scorecard areas were exercised by QA profile evidence.
Full taxonomy validation2026-08-16T19:54:39.705Z406 checks - 313 passed, 35 failed, 51 blocked, 7 skipped22 of 281 (7.8%) areas - 402 of 2002 (20.1%) features - 402 of 2002 (20.1%) coverage IDs
Readiness by area
Open a surface to inspect the evidence state of each category. The list stays collapsed so the page remains useful at a glance.
7 partially reviewed / 2 needs review
Agent Turn ExecutionPartially reviewed - Full taxonomy validation
11 of 31 (35.5%) / 11 of 31 (35.5%)20 capability gapsExternal Runtimes and SubagentsPartially reviewed - Full taxonomy validation
2 of 10 (20%) / 2 of 10 (20%)8 capability gapsHosted Provider ExecutionPartially reviewed - Full taxonomy validation
1 of 5 (20%) / 1 of 5 (20%)4 capability gapsLocal and Self-hosted ProvidersNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsModel and Runtime SelectionPartially reviewed - Full taxonomy validation
1 of 11 (9.1%) / 1 of 11 (9.1%)10 capability gapsProvider AuthNeeds review - Full taxonomy validation
0 of 17 (0%) / 0 of 17 (0%)17 capability gapsStreaming and ProgressPartially reviewed - Full taxonomy validation
2 of 9 (22.2%) / 2 of 9 (22.2%)7 capability gapsTool Calls and Response HandlingPartially reviewed - Full taxonomy validation
9 of 26 (34.6%) / 9 of 26 (34.6%)17 capability gapsTool Execution ControlsPartially reviewed - Full taxonomy validation
8 of 12 (66.7%) / 8 of 12 (66.7%)4 capability gaps
7 needs review
Connection SetupNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapDevice RuntimeNeeds review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%)2 capability gapsDistributionNeeds review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%)3 capability gapsMedia CaptureNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapMobile ChatNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapSettingsNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapVoiceNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapAnthropic provider path - 5 areas
5 needs review
Media InputsNeeds review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)4 capability gapsModel and Runtime SelectionNeeds review - Full taxonomy validation
0 of 12 (0%) / 0 of 12 (0%)12 capability gapsPrompt Cache and ContextNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsProvider Auth and RecoveryNeeds review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%)9 capability gapsRequest Transport and Turn SemanticsNeeds review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%)10 capability gapsOpenClaw App SDK - 6 areas
1 ready / 5 partially reviewed
Agent ConversationsReady - Full taxonomy validation
6 of 6 (100%) / 6 of 6 (100%)NoneClient APIPartially reviewed - Full taxonomy validation
3 of 4 (75%) / 3 of 4 (75%)1 capability gapCompatibilityPartially reviewed - Full taxonomy validation
2 of 5 (40%) / 2 of 5 (40%)3 capability gapsEvents and ApprovalsPartially reviewed - Full taxonomy validation
2 of 5 (40%) / 2 of 5 (40%)3 capability gapsGateway AccessPartially reviewed - Full taxonomy validation
3 of 5 (60%) / 3 of 5 (60%)2 capability gapsResource HelpersPartially reviewed - Full taxonomy validation
4 of 6 (66.7%) / 4 of 6 (66.7%)2 capability gapsAutomation: cron, hooks, tasks, polling - 6 areas
2 ready / 2 partially reviewed / 2 needs review
Automation HooksReady - Full taxonomy validation
11 of 11 (100%) / 11 of 11 (100%)NoneBackground Tasks and FlowsReady - Full taxonomy validation
10 of 10 (100%) / 10 of 10 (100%)NoneCron JobsPartially reviewed - Full taxonomy validation
12 of 22 (54.5%) / 12 of 22 (54.5%)10 capability gapsEvent IngressNeeds review - Full taxonomy validation
0 of 15 (0%) / 0 of 15 (0%)15 capability gapsHeartbeatNeeds review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)4 capability gapsPolling ControlsPartially reviewed - Full taxonomy validation
4 of 10 (40%) / 4 of 10 (40%)6 capability gapsChannel framework - 8 areas
7 partially reviewed / 1 needs review
Channel Actions Commands and ApprovalsPartially reviewed - Full taxonomy validation
1 of 5 (20%) / 1 of 5 (20%)4 capability gapsChannel SetupNeeds review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%)7 capability gapsConversation Routing and DeliveryPartially reviewed - Full taxonomy validation
3 of 31 (9.7%) / 3 of 31 (9.7%)28 capability gapsGroup Thread and Ambient Room BehaviorPartially reviewed - Full taxonomy validation
4 of 13 (30.8%) / 4 of 13 (30.8%)9 capability gapsInbound Access and Identity GatesPartially reviewed - Full taxonomy validation
3 of 8 (37.5%) / 3 of 8 (37.5%)5 capability gapsMedia Attachments and Rich Channel DataPartially reviewed - Full taxonomy validation
2 of 4 (50%) / 2 of 4 (50%)2 capability gapsOutbound Delivery and Reply PipelinePartially reviewed - Full taxonomy validation
4 of 30 (13.3%) / 4 of 30 (13.3%)26 capability gapsStatus Health and Operator ControlsPartially reviewed - Full taxonomy validation
1 of 6 (16.7%) / 1 of 6 (16.7%)5 capability gaps
1 needs review / 3 partially reviewed
Catalog DiscoveryNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsCompatibility and TrustPartially reviewed - Full taxonomy validation
1 of 12 (8.3%) / 1 of 12 (8.3%)11 capability gapsPlugin Lifecycle and HealthPartially reviewed - Full taxonomy validation
4 of 26 (15.4%) / 4 of 26 (15.4%)22 capability gapsPublishingPartially reviewed - Full taxonomy validation
4 of 7 (57.1%) / 4 of 7 (57.1%)3 capability gaps
1 needs review / 6 partially reviewed
CLI ObservabilityNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsCLI SetupPartially reviewed - Full taxonomy validation
5 of 6 (83.3%) / 5 of 6 (83.3%)1 capability gapDoctorPartially reviewed - Full taxonomy validation
1 of 10 (10%) / 1 of 10 (10%)9 capability gapsGateway Service ManagementPartially reviewed - Full taxonomy validation
4 of 7 (57.1%) / 4 of 7 (57.1%)3 capability gapsOnboarding and Auth SetupPartially reviewed - Full taxonomy validation
4 of 5 (80%) / 4 of 5 (80%)1 capability gapPlugin and Channel SetupPartially reviewed - Full taxonomy validation
2 of 5 (40%) / 2 of 5 (40%)3 capability gapsUpdates and UpgradesPartially reviewed - Full taxonomy validation
3 of 5 (60%) / 3 of 5 (60%)2 capability gapsMattermost, LINE, IRC, Nextcloud Talk, Nostr, Twitch, Tlon, Synology Chat - 4 areas
4 needs review
Access and IdentityNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapChannel Setup and OperationsNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapMedia and Rich ContentNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapDocker and Podman hosting - 4 areas
4 partially reviewed
Agent Sandbox and ToolingPartially reviewed - Full taxonomy validation
1 of 3 (33.3%) / 1 of 3 (33.3%)2 capability gapsContainer OperationsPartially reviewed - Full taxonomy validation
2 of 11 (18.2%) / 2 of 11 (18.2%)9 capability gapsContainer SetupPartially reviewed - Full taxonomy validation
1 of 6 (16.7%) / 1 of 6 (16.7%)5 capability gapsImage Release and ValidationPartially reviewed - Full taxonomy validation
3 of 7 (42.9%) / 3 of 7 (42.9%)4 capability gapsGateway Web App - 6 areas
4 partially reviewed / 1 needs review / 1 ready
Browser Access and TrustPartially reviewed - Full taxonomy validation
3 of 5 (60%) / 3 of 5 (60%)2 capability gapsBrowser Realtime TalkNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsBrowser UIPartially reviewed - Full taxonomy validation
4 of 12 (33.3%) / 4 of 12 (33.3%)8 capability gapsConfigurationReady - Full taxonomy validation
5 of 5 (100%) / 5 of 5 (100%)NoneOperator ConsolePartially reviewed - Full taxonomy validation
10 of 12 (83.3%) / 10 of 12 (83.3%)2 capability gapsWebChat ConversationsPartially reviewed - Full taxonomy validation
2 of 20 (10%) / 2 of 20 (10%)18 capability gaps
4 partially reviewed / 1 needs review / 1 ready
Access and IdentityPartially reviewed - Full taxonomy validation
1 of 6 (16.7%) / 1 of 6 (16.7%)5 capability gapsChannel Setup and OperationsNeeds review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%)10 capability gapsConversation Routing and DeliveryPartially reviewed - Full taxonomy validation
2 of 12 (16.7%) / 2 of 12 (16.7%)10 capability gapsMedia and Rich ContentReady - Full taxonomy validation
1 of 1 (100%) / 1 of 1 (100%)NoneNative Controls and ApprovalsPartially reviewed - Full taxonomy validation
1 of 5 (20%) / 1 of 5 (20%)4 capability gapsRealtime Voice and CallsPartially reviewed - Full taxonomy validation
2 of 5 (40%) / 2 of 5 (40%)3 capability gapsGateway runtime - 13 areas
7 partially reviewed / 2 needs review / 4 ready
Approvals and Remote ExecutionPartially reviewed - Full taxonomy validation
4 of 6 (66.7%) / 4 of 6 (66.7%)2 capability gapsDevice Auth and PairingNeeds review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%)10 capability gapsGateway LifecyclePartially reviewed - Full taxonomy validation
2 of 12 (16.7%) / 2 of 12 (16.7%)10 capability gapsGateway RPC APIs and EventsPartially reviewed - Full taxonomy validation
18 of 22 (81.8%) / 18 of 22 (81.8%)4 capability gapsHealth, Diagnostics, and RepairNeeds review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%)7 capability gapsHosted Web SurfacePartially reviewed - Full taxonomy validation
3 of 4 (75%) / 3 of 4 (75%)1 capability gapHTTP APIsReady - Full taxonomy validation
4 of 4 (100%) / 4 of 4 (100%)NoneNetwork Access and DiscoveryPartially reviewed - Full taxonomy validation
1 of 6 (16.7%) / 1 of 6 (16.7%)5 capability gapsNodes and Remote CapabilitiesReady - Full taxonomy validation
8 of 8 (100%) / 8 of 8 (100%)NoneProtocol CompatibilityReady - Full taxonomy validation
7 of 7 (100%) / 7 of 7 (100%)NoneRoles and PermissionsPartially reviewed - Full taxonomy validation
1 of 5 (20%) / 1 of 5 (20%)4 capability gapsSecurity ControlsPartially reviewed - Full taxonomy validation
1 of 6 (16.7%) / 1 of 6 (16.7%)5 capability gapsWebSocket ConnectionReady - Full taxonomy validation
8 of 8 (100%) / 8 of 8 (100%)NoneGoogle provider path - 5 areas
5 needs review
Direct Gemini RuntimeNeeds review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%)9 capability gapsMedia, Search, and RealtimeNeeds review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%)10 capability gapsModel Routing and EndpointsNeeds review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%)10 capability gapsPrompt CachingNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsProvider Setup and CredentialsNeeds review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%)10 capability gaps
5 needs review
Access and IdentityNeeds review - Full taxonomy validation
0 of 11 (0%) / 0 of 11 (0%)11 capability gapsChannel Setup and OperationsNeeds review - Full taxonomy validation
0 of 16 (0%) / 0 of 16 (0%)16 capability gapsConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapMedia and Rich ContentNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapNative Controls and ApprovalsNeeds review - Full taxonomy validation
0 of 16 (0%) / 0 of 16 (0%)16 capability gapsLong-tail hosted providers - 3 areas
2 needs review / 1 partially reviewed
Hosted LLM ProvidersNeeds review - Full taxonomy validation
0 of 12 (0%) / 0 of 12 (0%)12 capability gapsHosted Media ProvidersPartially reviewed - Full taxonomy validation
2 of 8 (25%) / 2 of 8 (25%)6 capability gapsProvider OperationsNeeds review - Full taxonomy validation
0 of 12 (0%) / 0 of 12 (0%)12 capability gapsiMessage and BlueBubbles - 5 areas
5 needs review
Access and IdentityNeeds review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%)6 capability gapsChannel Setup and OperationsNeeds review - Full taxonomy validation
0 of 11 (0%) / 0 of 11 (0%)11 capability gapsConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)4 capability gapsMedia and Rich ContentNeeds review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%)7 capability gapsNative Controls and ApprovalsNeeds review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%)3 capability gaps
8 needs review
Canvas and ScreenNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapChat and SessionsNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapDevice CommandsNeeds review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%)2 capability gapsDistributionNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapGateway Setup and DiagnosticsNeeds review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%)7 capability gapsMedia and SharingNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapNotifications and BackgroundNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapVoiceNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapKubernetes hosting - 4 areas
4 needs review
Access and ExposureNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsCluster LifecycleNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsConfiguration and SecretsNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsDeployment SetupNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsLinux companion app - 5 areas
5 needs review
App DistributionNeeds review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%)3 capability gapsChat and SessionsNeeds review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%)3 capability gapsDesktop CapabilitiesNeeds review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%)9 capability gapsGateway ConnectivityNeeds review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)4 capability gapsStatus and DiagnosticsNeeds review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%)7 capability gapsLinux Gateway host - 5 areas
5 needs review
Deployment TargetsNeeds review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%)3 capability gapsDiagnostics and RepairNeeds review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)4 capability gapsGateway Runtime and Service ControlNeeds review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%)6 capability gapsHost Setup and UpdatesNeeds review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)4 capability gapsRemote Access and SecurityNeeds review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%)6 capability gapsLocal model providers: Ollama, vLLM, SGLang, LM Studio - 5 areas
5 needs review
Local Memory and EmbeddingsNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsNative Provider PluginsNeeds review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%)10 capability gapsNetwork Safety and Prompt ControlsNeeds review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%)2 capability gapsOpenAI-Compatible Runtime CompatibilityNeeds review - Full taxonomy validation
0 of 8 (0%) / 0 of 8 (0%)8 capability gapsProvider Setup, Lifecycle, and DiagnosticsNeeds review - Full taxonomy validation
0 of 12 (0%) / 0 of 12 (0%)12 capability gapsmacOS companion app - 8 areas
8 needs review
CanvasNeeds review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)4 capability gapsLocal SetupNeeds review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%)7 capability gapsNative CapabilitiesNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsRemote ConnectionsNeeds review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%)3 capability gapsRemote WebChatNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsStatus and SettingsNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsVoice and TalkNeeds review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%)3 capability gapsWebChatNeeds review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%)3 capability gapsmacOS Gateway host - 7 areas
7 needs review
CLI SetupNeeds review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)4 capability gapsDiagnostics and ObservabilityNeeds review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)4 capability gapsGateway Service LifecycleNeeds review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%)10 capability gapsLocal Gateway IntegrationNeeds review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%)9 capability gapsPermissions and Native CapabilitiesNeeds review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)4 capability gapsProfiles and IsolationNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsRemote Gateway ModeNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gaps
2 partially reviewed / 1 needs review / 3 ready
Access and IdentityPartially reviewed - Full taxonomy validation
4 of 7 (57.1%) / 4 of 7 (57.1%)3 capability gapsChannel Setup and OperationsNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsConversation Routing and DeliveryReady - Full taxonomy validation
1 of 1 (100%) / 1 of 1 (100%)NoneEncryption and VerificationReady - Full taxonomy validation
3 of 3 (100%) / 3 of 3 (100%)NoneMedia and Rich ContentReady - Full taxonomy validation
1 of 1 (100%) / 1 of 1 (100%)NoneNative Controls and ApprovalsPartially reviewed - Full taxonomy validation
2 of 6 (33.3%) / 2 of 6 (33.3%)4 capability gapsImage, video, and music generation tools - 5 areas
Media understanding and media generation - 6 areas
Microsoft Teams - 5 areas
5 needs review
Access and IdentityNeeds review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%)9 capability gapsChannel Setup and OperationsNeeds review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%)9 capability gapsConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsMedia and Rich ContentNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsNative Controls and ApprovalsNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsNix install path - 5 areas
5 needs review
Activation and App UXNeeds review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%)7 capability gapsConfig and StateNeeds review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%)7 capability gapsInstall HandoffNeeds review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)4 capability gapsPlugin LifecycleNeeds review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)4 capability gapsService Runtime and GuardsNeeds review - Full taxonomy validation
0 of 8 (0%) / 0 of 8 (0%)8 capability gaps
5 partially reviewed
Diagnostic CollectionPartially reviewed - Full taxonomy validation
1 of 10 (10%) / 1 of 10 (10%)9 capability gapsHealth and RepairPartially reviewed - Full taxonomy validation
9 of 18 (50%) / 9 of 18 (50%)9 capability gapsLoggingPartially reviewed - Full taxonomy validation
2 of 5 (40%) / 2 of 5 (40%)3 capability gapsSession DiagnosticsPartially reviewed - Full taxonomy validation
1 of 4 (25%) / 1 of 4 (25%)3 capability gapsTelemetry ExportPartially reviewed - Full taxonomy validation
14 of 26 (53.8%) / 14 of 26 (53.8%)12 capability gapsOpenAI and Codex provider path - 5 areas
3 needs review / 2 partially reviewed
Image and Multimodal InputNeeds review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%)2 capability gapsModel and AuthPartially reviewed - Full taxonomy validation
1 of 9 (11.1%) / 1 of 9 (11.1%)8 capability gapsNative Codex HarnessNeeds review - Full taxonomy validation
0 of 12 (0%) / 0 of 12 (0%)12 capability gapsResponses and Tool CompatibilityPartially reviewed - Full taxonomy validation
1 of 6 (16.7%) / 1 of 6 (16.7%)5 capability gapsVoice and Realtime AudioNeeds review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%)2 capability gapsOpenRouter provider path - 4 areas
4 needs review
Chat Runtime and NormalizationNeeds review - Full taxonomy validation
0 of 15 (0%) / 0 of 15 (0%)15 capability gapsMedia Generation and SpeechNeeds review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%)7 capability gapsProvider Recovery and DiagnosticsNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsProvider Setup and AuthNeeds review - Full taxonomy validation
0 of 14 (0%) / 0 of 14 (0%)14 capability gaps
1 ready / 5 partially reviewed / 3 needs review
Authoring and Packaging pluginsReady - Full taxonomy validation
8 of 8 (100%) / 8 of 8 (100%)NoneBundled pluginsPartially reviewed - Full taxonomy validation
2 of 5 (40%) / 2 of 5 (40%)3 capability gapsCanvas pluginPartially reviewed - Full taxonomy validation
2 of 6 (33.3%) / 2 of 6 (33.3%)4 capability gapsChannel pluginsNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsInstalling and running pluginsPartially reviewed - Full taxonomy validation
10 of 24 (41.7%) / 10 of 24 (41.7%)14 capability gapsPlugin approvalsNeeds review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%)6 capability gapsProvider and tool pluginsPartially reviewed - Full taxonomy validation
3 of 22 (13.6%) / 3 of 22 (13.6%)19 capability gapsPublishing pluginsNeeds review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%)6 capability gapsTesting pluginsPartially reviewed - Full taxonomy validation
6 of 11 (54.5%) / 6 of 11 (54.5%)5 capability gapsFeishu, QQ Bot, WeChat, Yuanbao, Zalo, Zalo Personal, regional channels - 4 areas
4 needs review
Access and IdentityNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapChannel Setup and OperationsNeeds review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%)6 capability gapsConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapMedia and Rich ContentNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapSecurity, auth, pairing, and secrets - 6 areas
3 partially reviewed / 3 needs review
Approval Policy and Tool SafeguardsPartially reviewed - Full taxonomy validation
1 of 6 (16.7%) / 1 of 6 (16.7%)5 capability gapsChannel Access ControlNeeds review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%)3 capability gapsCredential and Secret HygienePartially reviewed - Full taxonomy validation
5 of 11 (45.5%) / 5 of 11 (45.5%)6 capability gapsDevice and Node PairingNeeds review - Full taxonomy validation
0 of 11 (0%) / 0 of 11 (0%)11 capability gapsGateway Auth and Remote AccessPartially reviewed - Full taxonomy validation
2 of 9 (22.2%) / 2 of 9 (22.2%)7 capability gapsPlugin TrustNeeds review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%)2 capability gapsSession, memory, and context engine - 9 areas
2 ready / 4 needs review / 3 partially reviewed
CLI Session and Transcript ManagementReady - Full taxonomy validation
2 of 2 (100%) / 2 of 2 (100%)NoneContext EngineNeeds review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%)9 capability gapsCore Prompts and ContextPartially reviewed - Full taxonomy validation
1 of 8 (12.5%) / 1 of 8 (12.5%)7 capability gapsCross-client History and Session ParityNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsDiagnostics, Maintenance, and RecoveryNeeds review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%)10 capability gapsMemoryPartially reviewed - Full taxonomy validation
1 of 22 (4.5%) / 1 of 22 (4.5%)21 capability gapsSession RoutingNeeds review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)4 capability gapsToken ManagementPartially reviewed - Full taxonomy validation
2 of 10 (20%) / 2 of 10 (20%)8 capability gapsTranscript PersistenceReady - Full taxonomy validation
2 of 2 (100%) / 2 of 2 (100%)None
5 needs review
Access and IdentityNeeds review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%)6 capability gapsChannel Setup and OperationsNeeds review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%)7 capability gapsConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapMedia and Rich ContentNeeds review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%)7 capability gapsNative Controls and ApprovalsNeeds review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%)3 capability gaps
1 needs review / 3 partially reviewed / 1 ready
Access and IdentityNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapChannel Setup and OperationsPartially reviewed - Full taxonomy validation
1 of 10 (10%) / 1 of 10 (10%)9 capability gapsConversation Routing and DeliveryPartially reviewed - Full taxonomy validation
4 of 7 (57.1%) / 4 of 7 (57.1%)3 capability gapsMedia and Rich ContentReady - Full taxonomy validation
1 of 1 (100%) / 1 of 1 (100%)NoneNative Controls and ApprovalsPartially reviewed - Full taxonomy validation
2 of 8 (25%) / 2 of 8 (25%)6 capability gapsRaspberry Pi and small Linux devices - 4 areas
4 needs review
Gateway RuntimeNeeds review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%)10 capability gapsPerformance and DiagnosticsNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsRemote Access and AuthNeeds review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%)9 capability gapsSetup and CompatibilityNeeds review - Full taxonomy validation
0 of 12 (0%) / 0 of 12 (0%)12 capability gaps
3 needs review / 2 partially reviewed
Access and IdentityNeeds review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%)10 capability gapsChannel Setup and OperationsPartially reviewed - Full taxonomy validation
2 of 10 (20%) / 2 of 10 (20%)8 capability gapsConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapMedia and Rich ContentNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapNative Controls and ApprovalsPartially reviewed - Full taxonomy validation
2 of 11 (18.2%) / 2 of 11 (18.2%)9 capability gapsBrowser automation, exec, and sandbox tools - 3 areas
5 ready
Input and CommandsReady - Full taxonomy validation
8 of 8 (100%) / 8 of 8 (100%)NoneLocal Shell ExecutionReady - Full taxonomy validation
4 of 4 (100%) / 4 of 4 (100%)NoneRendering and Output SafetyReady - Full taxonomy validation
4 of 4 (100%) / 4 of 4 (100%)NoneRuntime ModesReady - Full taxonomy validation
14 of 14 (100%) / 14 of 14 (100%)NoneSession ManagementReady - Full taxonomy validation
3 of 3 (100%) / 3 of 3 (100%)NoneVoice Call channel - 5 areas
4 needs review / 1 partially reviewed
Access and IdentityNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapChannel Setup and OperationsPartially reviewed - Full taxonomy validation
1 of 2 (50%) / 1 of 2 (50%)1 capability gapConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)1 capability gapMedia and Rich ContentNeeds review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%)2 capability gapsRealtime Voice and CallsNeeds review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%)2 capability gapsVoice and realtime talk - 6 areas
5 needs review / 1 partially reviewed
Native App TalkNeeds review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)4 capability gapsRealtime Talk SessionsPartially reviewed - Full taxonomy validation
1 of 11 (9.1%) / 1 of 11 (9.1%)10 capability gapsSpeech and TranscriptionNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsTalk ObservabilityNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsTalk ProvidersNeeds review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%)7 capability gapsVoice Wake and RoutingNeeds review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)4 capability gapswatchOS companion surfaces - 5 areas
5 needs review
Delivery and RecoveryNeeds review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%)7 capability gapsDistribution and SupportNeeds review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%)6 capability gapsExec ApprovalsNeeds review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%)3 capability gapsNotifications and RepliesNeeds review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%)7 capability gapsWatch App UINeeds review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%)3 capability gapsWeb search tools - 4 areas
5 needs review
Access and IdentityNeeds review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%)7 capability gapsChannel Setup and OperationsNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)4 capability gapsMedia and Rich ContentNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gapsNative Controls and ApprovalsNeeds review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%)2 capability gapsNative Windows companion app - 5 areas
5 needs review
Chat SessionsNeeds review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%)2 capability gapsDesktop Tools and PermissionsNeeds review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%)10 capability gapsGateway ConnectionNeeds review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%)3 capability gapsInstallation and UpdatesNeeds review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)4 capability gapsStatus and RepairNeeds review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)5 capability gaps
4 needs review
CLINeeds review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%)9 capability gapsGateway ManagementNeeds review - Full taxonomy validation
0 of 11 (0%) / 0 of 11 (0%)11 capability gapsNetworkingNeeds review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)4 capability gapsUpdatesNeeds review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)4 capability gapsWindows via WSL2 - 6 areas
6 needs review
Browser and Control UINeeds review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%)6 capability gapsCLINeeds review - Full taxonomy validation
0 of 8 (0%) / 0 of 8 (0%)8 capability gapsDiagnostics and RepairNeeds review - Full taxonomy validation
0 of 8 (0%) / 0 of 8 (0%)8 capability gapsGateway Access and ExposureNeeds review - Full taxonomy validation
0 of 11 (0%) / 0 of 11 (0%)11 capability gapsGateway Service LifecycleNeeds review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%)10 capability gapsWSL SetupNeeds review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%)6 capability gaps
Last updated: 2026-08-02