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 - 281 capability areas - deterministic coverage plus human-reviewed quality and completeness.
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
1%Coverage
63%Quality
70%Completeness
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
SurfaceCoverageQualityCompletenessSupport
Session, memory, and context engine
CoverageExperimental0%
QualityBeta77%
CompletenessBeta79%
Partial - 6
Browser automation, exec, and sandbox tools
CoverageExperimental15%
QualityBeta75%
CompletenessBeta79%
Partial - 2
Security, auth, pairing, and secrets
CoverageExperimental0%
QualityBeta72%
CompletenessBeta79%
Partial - 5
Media understanding and media generation
CoverageExperimental1%
QualityAlpha64%
CompletenessAlpha68%
None
Image, video, and music generation tools
CoverageExperimental0%
QualityAlpha61%
CompletenessAlpha68%
None
Local model providers: Ollama, vLLM, SGLang, LM Studio
CoverageExperimental0%
QualityAlpha61%
CompletenessAlpha68%
None
Feishu, QQ Bot, WeChat, Yuanbao, Zalo, Zalo Personal, regional channels
CoverageExperimental0%
QualityAlpha55%
CompletenessAlpha58%
None
Mattermost, LINE, IRC, Nextcloud Talk, Nostr, Twitch, Tlon, Synology Chat
CoverageExperimental0%
QualityAlpha53%
CompletenessAlpha54%
None
watchOS companion surfaces
CoverageExperimental0%
QualityExperimental41%
CompletenessExperimental44%
None
Native Windows companion app
CoverageExperimental0%
QualityExperimental19%
CompletenessExperimental21%
None
QA evidence summary
The checks below show which scorecard areas were exercised by QA profile evidence.Full taxonomy validation2026-06-23T08:05:04.411Z0 checks - 0 passed0 of 281 (0%) areas - 0 of 1675 (1%) capabilities
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.Gateway runtime - 13 areas
Gateway runtime - 13 areas
13 partially reviewed
AreaCapabilitiesFollow-up
Approvals and Remote ExecutionPartially reviewed - Full taxonomy validation
0 of 6 (3%)NoneHTTP APIsPartially reviewed - Full taxonomy validation
0 of 4 (3%)NoneHosted Web SurfacePartially reviewed - Full taxonomy validation
0 of 4 (3%)NoneGateway RPC APIs and EventsPartially reviewed - Full taxonomy validation
1 of 20 (3%)NoneDevice Auth and PairingPartially reviewed - Full taxonomy validation
0 of 10 (3%)NoneNetwork Access and DiscoveryPartially reviewed - Full taxonomy validation
0 of 6 (3%)NoneNodes and Remote CapabilitiesPartially reviewed - Full taxonomy validation
0 of 8 (3%)NoneHealth, Diagnostics, and RepairPartially reviewed - Full taxonomy validation
0 of 7 (3%)NoneProtocol CompatibilityPartially reviewed - Full taxonomy validation
0 of 7 (3%)NoneRoles and PermissionsPartially reviewed - Full taxonomy validation
0 of 5 (3%)NoneGateway LifecyclePartially reviewed - Full taxonomy validation
0 of 7 (3%)NoneSecurity ControlsPartially reviewed - Full taxonomy validation
0 of 6 (3%)NoneWebSocket ConnectionPartially reviewed - Full taxonomy validation
0 of 8 (3%)NoneCLI - 7 areas
CLI - 7 areas
7 partially reviewed
AreaCapabilitiesFollow-up
CLI SetupPartially reviewed - Full taxonomy validation
0 of 6 (2%)NoneOnboarding and Auth SetupPartially reviewed - Full taxonomy validation
0 of 5 (2%)NonePlugin and Channel SetupPartially reviewed - Full taxonomy validation
0 of 5 (2%)NoneGateway Service ManagementPartially reviewed - Full taxonomy validation
0 of 5 (2%)NoneCLI ObservabilityPartially reviewed - Full taxonomy validation
0 of 5 (2%)NoneDoctorPartially reviewed - Full taxonomy validation
0 of 10 (2%)NoneUpdates and UpgradesPartially reviewed - Full taxonomy validation
0 of 5 (2%)NonePlugins - 9 areas
Plugins - 9 areas
9 partially reviewed
AreaCapabilitiesFollow-up
Authoring and Packaging pluginsPartially reviewed - Full taxonomy validation
0 of 8 (2%)NoneBundled pluginsPartially reviewed - Full taxonomy validation
0 of 5 (2%)NoneCanvas pluginPartially reviewed - Full taxonomy validation
0 of 6 (2%)NoneInstalling and running pluginsPartially reviewed - Full taxonomy validation
0 of 6 (2%)NoneChannel pluginsPartially reviewed - Full taxonomy validation
0 of 5 (2%)NoneProvider and tool pluginsPartially reviewed - Full taxonomy validation
0 of 6 (2%)NonePlugin approvalsPartially reviewed - Full taxonomy validation
0 of 6 (2%)NonePublishing pluginsPartially reviewed - Full taxonomy validation
0 of 6 (2%)NoneTesting pluginsPartially reviewed - Full taxonomy validation
0 of 6 (2%)NoneAgent Runtime - 9 areas
Agent Runtime - 9 areas
9 partially reviewed
AreaCapabilitiesFollow-up
Agent Turn ExecutionPartially reviewed - Full taxonomy validation
0 of 3 (2%)NoneExternal Runtimes and SubagentsPartially reviewed - Full taxonomy validation
0 of 4 (2%)NoneHosted Provider ExecutionPartially reviewed - Full taxonomy validation
0 of 5 (2%)NoneLocal and Self-hosted ProvidersPartially reviewed - Full taxonomy validation
0 of 5 (2%)NoneModel and Runtime SelectionPartially reviewed - Full taxonomy validation
0 of 4 (2%)NoneProvider AuthPartially reviewed - Full taxonomy validation
0 of 10 (2%)NoneStreaming and ProgressPartially reviewed - Full taxonomy validation
0 of 2 (2%)NoneTool Calls and Response HandlingPartially reviewed - Full taxonomy validation
0 of 3 (2%)NoneTool Execution ControlsPartially reviewed - Full taxonomy validation
0 of 6 (2%)NoneSession, memory, and context engine - 9 areas
Session, memory, and context engine - 9 areas
9 needs review
AreaCapabilitiesFollow-up
CLI Session and Transcript ManagementNeeds review - Full taxonomy validation
0 of 2 (0%)NoneToken ManagementNeeds review - Full taxonomy validation
0 of 3 (0%)NoneContext EngineNeeds review - Full taxonomy validation
0 of 2 (0%)NoneCross-client History and Session ParityNeeds review - Full taxonomy validation
0 of 2 (0%)NoneDiagnostics, Maintenance, and RecoveryNeeds review - Full taxonomy validation
0 of 3 (0%)NoneCore Prompts and ContextNeeds review - Full taxonomy validation
0 of 2 (0%)NoneMemoryNeeds review - Full taxonomy validation
0 of 5 (0%)NoneSession RoutingNeeds review - Full taxonomy validation
0 of 2 (0%)NoneTranscript PersistenceNeeds review - Full taxonomy validation
0 of 2 (0%)NoneChannel framework - 8 areas
Channel framework - 8 areas
8 needs review
AreaCapabilitiesFollow-up
Channel Actions Commands and ApprovalsNeeds review - Full taxonomy validation
0 of 5 (0%)NoneChannel SetupNeeds review - Full taxonomy validation
0 of 5 (0%)NoneGroup Thread and Ambient Room BehaviorNeeds review - Full taxonomy validation
0 of 5 (0%)NoneInbound Access and Identity GatesNeeds review - Full taxonomy validation
0 of 5 (0%)NoneMedia Attachments and Rich Channel DataNeeds review - Full taxonomy validation
0 of 4 (0%)NoneOutbound Delivery and Reply PipelineNeeds review - Full taxonomy validation
0 of 4 (0%)NoneConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 10 (0%)NoneStatus Health and Operator ControlsNeeds review - Full taxonomy validation
0 of 4 (0%)NoneSecurity, auth, pairing, and secrets - 6 areas
Security, auth, pairing, and secrets - 6 areas
6 needs review
AreaCapabilitiesFollow-up
Approval Policy and Tool SafeguardsNeeds review - Full taxonomy validation
0 of 2 (0%)NoneGateway Auth and Remote AccessNeeds review - Full taxonomy validation
0 of 9 (0%)NoneChannel Access ControlNeeds review - Full taxonomy validation
0 of 3 (0%)NoneDevice and Node PairingNeeds review - Full taxonomy validation
0 of 11 (0%)NonePlugin TrustNeeds review - Full taxonomy validation
0 of 2 (0%)NoneCredential and Secret HygieneNeeds review - Full taxonomy validation
0 of 5 (0%)NoneObservability - 5 areas
Observability - 5 areas
5 partially reviewed
AreaCapabilitiesFollow-up
Health and RepairPartially reviewed - Full taxonomy validation
1 of 12 (6%)NoneLoggingPartially reviewed - Full taxonomy validation
0 of 5 (6%)NoneDiagnostic CollectionPartially reviewed - Full taxonomy validation
0 of 8 (6%)NoneTelemetry ExportPartially reviewed - Full taxonomy validation
1 of 13 (6%)NoneSession DiagnosticsPartially reviewed - Full taxonomy validation
0 of 4 (6%)NoneAutomation: cron, hooks, tasks, polling - 6 areas
Automation: cron, hooks, tasks, polling - 6 areas
6 needs review
AreaCapabilitiesFollow-up
Cron JobsNeeds review - Full taxonomy validation
0 of 15 (0%)NoneEvent IngressNeeds review - Full taxonomy validation
0 of 15 (0%)NoneAutomation HooksNeeds review - Full taxonomy validation
0 of 11 (0%)NoneBackground Tasks and FlowsNeeds review - Full taxonomy validation
0 of 10 (0%)NoneHeartbeatNeeds review - Full taxonomy validation
0 of 5 (0%)NonePolling ControlsNeeds review - Full taxonomy validation
0 of 10 (0%)NoneMedia understanding and media generation - 6 areas
Media understanding and media generation - 6 areas
6 partially reviewed
AreaCapabilitiesFollow-up
Media Intake and AccessPartially reviewed - Full taxonomy validation
0 of 8 (1%)NoneChannel Media HandlingPartially reviewed - Full taxonomy validation
0 of 5 (1%)NoneMedia ConfigurationPartially reviewed - Full taxonomy validation
0 of 1 (1%)NoneText-to-Speech DeliveryPartially reviewed - Full taxonomy validation
0 of 2 (1%)NoneMedia UnderstandingPartially reviewed - Full taxonomy validation
0 of 12 (1%)NoneMedia GenerationPartially reviewed - Full taxonomy validation
0 of 17 (1%)NoneVoice and realtime talk - 6 areas
Voice and realtime talk - 6 areas
6 needs review
AreaCapabilitiesFollow-up
Talk ProvidersNeeds review - Full taxonomy validation
0 of 7 (0%)NoneRealtime Talk SessionsNeeds review - Full taxonomy validation
0 of 11 (0%)NoneSpeech and TranscriptionNeeds review - Full taxonomy validation
0 of 5 (0%)NoneNative App TalkNeeds review - Full taxonomy validation
0 of 4 (0%)NoneVoice Wake and RoutingNeeds review - Full taxonomy validation
0 of 4 (0%)NoneTalk ObservabilityNeeds review - Full taxonomy validation
0 of 5 (0%)NoneGateway Web App - 6 areas
Gateway Web App - 6 areas
6 needs review
AreaCapabilitiesFollow-up
Browser Realtime TalkNeeds review - Full taxonomy validation
0 of 5 (0%)NoneBrowser Access and TrustNeeds review - Full taxonomy validation
0 of 5 (0%)NoneConfigurationNeeds review - Full taxonomy validation
0 of 5 (0%)NoneBrowser UINeeds review - Full taxonomy validation
0 of 10 (0%)NoneWebChat ConversationsNeeds review - Full taxonomy validation
0 of 15 (0%)NoneOperator ConsoleNeeds review - Full taxonomy validation
0 of 10 (0%)NoneTUI - 5 areas
TUI - 5 areas
5 needs review
AreaCapabilitiesFollow-up
Runtime ModesNeeds review - Full taxonomy validation
0 of 14 (0%)NoneInput and CommandsNeeds review - Full taxonomy validation
0 of 8 (0%)NoneSession ManagementNeeds review - Full taxonomy validation
0 of 3 (0%)NoneLocal Shell ExecutionNeeds review - Full taxonomy validation
0 of 4 (0%)NoneRendering and Output SafetyNeeds review - Full taxonomy validation
0 of 4 (0%)NoneClawHub - 4 areas
ClawHub - 4 areas
4 needs review
AreaCapabilitiesFollow-up
PublishingNeeds review - Full taxonomy validation
0 of 7 (0%)NoneCatalog DiscoveryNeeds review - Full taxonomy validation
0 of 5 (0%)NoneCompatibility and TrustNeeds review - Full taxonomy validation
0 of 12 (0%)NonePlugin Lifecycle and HealthNeeds review - Full taxonomy validation
0 of 26 (0%)NoneOpenClaw App SDK - 6 areas
OpenClaw App SDK - 6 areas
6 needs review
AreaCapabilitiesFollow-up
Client APINeeds review - Full taxonomy validation
0 of 4 (0%)NoneGateway AccessNeeds review - Full taxonomy validation
0 of 5 (0%)NoneAgent ConversationsNeeds review - Full taxonomy validation
0 of 6 (0%)NoneEvents and ApprovalsNeeds review - Full taxonomy validation
0 of 5 (0%)NoneResource HelpersNeeds review - Full taxonomy validation
0 of 5 (0%)NoneCompatibilityNeeds review - Full taxonomy validation
0 of 5 (0%)NonemacOS Gateway host - 7 areas
macOS Gateway host - 7 areas
7 needs review
AreaCapabilitiesFollow-up
CLI SetupNeeds review - Full taxonomy validation
0 of 4 (0%)NoneLocal Gateway IntegrationNeeds review - Full taxonomy validation
0 of 9 (0%)NoneRemote Gateway ModeNeeds review - Full taxonomy validation
0 of 5 (0%)NoneGateway Service LifecycleNeeds review - Full taxonomy validation
0 of 10 (0%)NoneDiagnostics and ObservabilityNeeds review - Full taxonomy validation
0 of 4 (0%)NonePermissions and Native CapabilitiesNeeds review - Full taxonomy validation
0 of 4 (0%)NoneProfiles and IsolationNeeds review - Full taxonomy validation
0 of 5 (0%)NonemacOS companion app - 8 areas
macOS companion app - 8 areas
8 needs review
AreaCapabilitiesFollow-up
CanvasNeeds review - Full taxonomy validation
0 of 4 (0%)NoneLocal SetupNeeds review - Full taxonomy validation
0 of 7 (0%)NoneStatus and SettingsNeeds review - Full taxonomy validation
0 of 5 (0%)NoneNative CapabilitiesNeeds review - Full taxonomy validation
0 of 5 (0%)NoneRemote ConnectionsNeeds review - Full taxonomy validation
0 of 3 (0%)NoneVoice and TalkNeeds review - Full taxonomy validation
0 of 3 (0%)NoneWebChatNeeds review - Full taxonomy validation
0 of 3 (0%)NoneRemote WebChatNeeds review - Full taxonomy validation
0 of 5 (0%)NoneLinux Gateway host - 5 areas
Linux Gateway host - 5 areas
5 needs review
AreaCapabilitiesFollow-up
Host Setup and UpdatesNeeds review - Full taxonomy validation
0 of 4 (0%)NoneGateway Runtime and Service ControlNeeds review - Full taxonomy validation
0 of 6 (0%)NoneRemote Access and SecurityNeeds review - Full taxonomy validation
0 of 6 (0%)NoneDiagnostics and RepairNeeds review - Full taxonomy validation
0 of 4 (0%)NoneDeployment TargetsNeeds review - Full taxonomy validation
0 of 3 (0%)NoneLinux companion app - 5 areas
Linux companion app - 5 areas
5 needs review
AreaCapabilitiesFollow-up
App DistributionNeeds review - Full taxonomy validation
0 of 3 (0%)NoneGateway ConnectivityNeeds review - Full taxonomy validation
0 of 4 (0%)NoneChat and SessionsNeeds review - Full taxonomy validation
0 of 3 (0%)NoneDesktop CapabilitiesNeeds review - Full taxonomy validation
0 of 9 (0%)NoneStatus and DiagnosticsNeeds review - Full taxonomy validation
0 of 7 (0%)NoneWindows via WSL2 - 6 areas
Windows via WSL2 - 6 areas
6 partially reviewed
AreaCapabilitiesFollow-up
WSL SetupPartially reviewed - Full taxonomy validation
0 of 6 (3%)NoneCLIPartially reviewed - Full taxonomy validation
0 of 8 (3%)NoneGateway Service LifecyclePartially reviewed - Full taxonomy validation
0 of 10 (3%)NoneGateway Access and ExposurePartially reviewed - Full taxonomy validation
0 of 11 (3%)NoneDiagnostics and RepairPartially reviewed - Full taxonomy validation
0 of 6 (3%)NoneBrowser and Control UIPartially reviewed - Full taxonomy validation
0 of 6 (3%)NoneNative Windows - 4 areas
Native Windows - 4 areas
4 needs review
AreaCapabilitiesFollow-up
CLINeeds review - Full taxonomy validation
0 of 9 (0%)NoneGateway ManagementNeeds review - Full taxonomy validation
0 of 11 (0%)NoneNetworkingNeeds review - Full taxonomy validation
0 of 4 (0%)NoneUpdatesNeeds review - Full taxonomy validation
0 of 4 (0%)NoneNative Windows companion app - 5 areas
Native Windows companion app - 5 areas
5 needs review
AreaCapabilitiesFollow-up
Installation and UpdatesNeeds review - Full taxonomy validation
0 of 4 (0%)NoneGateway ConnectionNeeds review - Full taxonomy validation
0 of 3 (0%)NoneChat SessionsNeeds review - Full taxonomy validation
0 of 2 (0%)NoneStatus and RepairNeeds review - Full taxonomy validation
0 of 5 (0%)NoneDesktop Tools and PermissionsNeeds review - Full taxonomy validation
0 of 10 (0%)NoneAndroid app - 7 areas
Android app - 7 areas
7 needs review
AreaCapabilitiesFollow-up
Media CaptureNeeds review - Full taxonomy validation
0 of 1 (0%)NoneMobile ChatNeeds review - Full taxonomy validation
0 of 1 (0%)NoneConnection SetupNeeds review - Full taxonomy validation
0 of 1 (0%)NoneDistributionNeeds review - Full taxonomy validation
0 of 3 (0%)NoneSettingsNeeds review - Full taxonomy validation
0 of 1 (0%)NoneVoiceNeeds review - Full taxonomy validation
0 of 1 (0%)NoneDevice RuntimeNeeds review - Full taxonomy validation
0 of 2 (0%)NoneiOS app - 8 areas
iOS app - 8 areas
8 needs review
AreaCapabilitiesFollow-up
Media and SharingNeeds review - Full taxonomy validation
0 of 1 (0%)NoneCanvas and ScreenNeeds review - Full taxonomy validation
0 of 1 (0%)NoneChat and SessionsNeeds review - Full taxonomy validation
0 of 1 (0%)NoneGateway Setup and DiagnosticsNeeds review - Full taxonomy validation
0 of 7 (0%)NoneDistributionNeeds review - Full taxonomy validation
0 of 1 (0%)NoneDevice CommandsNeeds review - Full taxonomy validation
0 of 2 (0%)NoneNotifications and BackgroundNeeds review - Full taxonomy validation
0 of 1 (0%)NoneVoiceNeeds review - Full taxonomy validation
0 of 1 (0%)NonewatchOS companion surfaces - 5 areas
watchOS companion surfaces - 5 areas
5 needs review
AreaCapabilitiesFollow-up
Delivery and RecoveryNeeds review - Full taxonomy validation
0 of 7 (0%)NoneExec ApprovalsNeeds review - Full taxonomy validation
0 of 3 (0%)NoneDistribution and SupportNeeds review - Full taxonomy validation
0 of 6 (0%)NoneNotifications and RepliesNeeds review - Full taxonomy validation
0 of 7 (0%)NoneWatch App UINeeds review - Full taxonomy validation
0 of 3 (0%)NoneRaspberry Pi and small Linux devices - 4 areas
Raspberry Pi and small Linux devices - 4 areas
4 needs review
AreaCapabilitiesFollow-up
Setup and CompatibilityNeeds review - Full taxonomy validation
0 of 12 (0%)NoneRemote Access and AuthNeeds review - Full taxonomy validation
0 of 9 (0%)NoneGateway RuntimeNeeds review - Full taxonomy validation
0 of 10 (0%)NonePerformance and DiagnosticsNeeds review - Full taxonomy validation
0 of 5 (0%)NoneDocker and Podman hosting - 4 areas
Docker and Podman hosting - 4 areas
4 partially reviewed
AreaCapabilitiesFollow-up
Container SetupPartially reviewed - Full taxonomy validation
0 of 6 (5%)NoneContainer OperationsPartially reviewed - Full taxonomy validation
1 of 11 (5%)NoneImage Release and ValidationPartially reviewed - Full taxonomy validation
0 of 5 (5%)NoneAgent Sandbox and ToolingPartially reviewed - Full taxonomy validation
0 of 3 (5%)NoneKubernetes hosting - 4 areas
Kubernetes hosting - 4 areas
4 needs review
AreaCapabilitiesFollow-up
Deployment SetupNeeds review - Full taxonomy validation
0 of 5 (0%)NoneConfiguration and SecretsNeeds review - Full taxonomy validation
0 of 5 (0%)NoneAccess and ExposureNeeds review - Full taxonomy validation
0 of 5 (0%)NoneCluster LifecycleNeeds review - Full taxonomy validation
0 of 5 (0%)NoneNix install path - 5 areas
Nix install path - 5 areas
5 needs review
AreaCapabilitiesFollow-up
Install HandoffNeeds review - Full taxonomy validation
0 of 4 (0%)NonePlugin LifecycleNeeds review - Full taxonomy validation
0 of 4 (0%)NoneActivation and App UXNeeds review - Full taxonomy validation
0 of 7 (0%)NoneConfig and StateNeeds review - Full taxonomy validation
0 of 7 (0%)NoneService Runtime and GuardsNeeds review - Full taxonomy validation
0 of 8 (0%)NoneDiscord - 6 areas
Discord - 6 areas
6 needs review
AreaCapabilitiesFollow-up
Channel Setup and OperationsNeeds review - Full taxonomy validation
0 of 10 (0%)NoneAccess and IdentityNeeds review - Full taxonomy validation
0 of 6 (0%)NoneConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 12 (0%)NoneMedia and Rich ContentNeeds review - Full taxonomy validation
0 of 1 (0%)NoneNative Controls and ApprovalsNeeds review - Full taxonomy validation
0 of 5 (0%)NoneRealtime Voice and CallsNeeds review - Full taxonomy validation
0 of 5 (0%)NoneTelegram - 5 areas
Telegram - 5 areas
5 needs review
AreaCapabilitiesFollow-up
Channel Setup and OperationsNeeds review - Full taxonomy validation
0 of 10 (0%)NoneAccess and IdentityNeeds review - Full taxonomy validation
0 of 10 (0%)NoneConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 1 (0%)NoneMedia and Rich ContentNeeds review - Full taxonomy validation
0 of 1 (0%)NoneNative Controls and ApprovalsNeeds review - Full taxonomy validation
0 of 9 (0%)NoneWhatsApp - 5 areas
WhatsApp - 5 areas
5 needs review
AreaCapabilitiesFollow-up
Channel Setup and OperationsNeeds review - Full taxonomy validation
0 of 5 (0%)NoneAccess and IdentityNeeds review - Full taxonomy validation
0 of 7 (0%)NoneConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 4 (0%)NoneMedia and Rich ContentNeeds review - Full taxonomy validation
0 of 2 (0%)NoneNative Controls and ApprovalsNeeds review - Full taxonomy validation
0 of 2 (0%)NoneSlack - 5 areas
Slack - 5 areas
5 needs review
AreaCapabilitiesFollow-up
Channel Setup and OperationsNeeds review - Full taxonomy validation
0 of 10 (0%)NoneAccess and IdentityNeeds review - Full taxonomy validation
0 of 1 (0%)NoneConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 5 (0%)NoneMedia and Rich ContentNeeds review - Full taxonomy validation
0 of 1 (0%)NoneNative Controls and ApprovalsNeeds review - Full taxonomy validation
0 of 8 (0%)NoneiMessage and BlueBubbles - 5 areas
iMessage and BlueBubbles - 5 areas
5 needs review
AreaCapabilitiesFollow-up
Channel Setup and OperationsNeeds review - Full taxonomy validation
0 of 11 (0%)NoneAccess and IdentityNeeds review - Full taxonomy validation
0 of 6 (0%)NoneConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 4 (0%)NoneMedia and Rich ContentNeeds review - Full taxonomy validation
0 of 7 (0%)NoneNative Controls and ApprovalsNeeds review - Full taxonomy validation
0 of 3 (0%)NoneSignal - 5 areas
Signal - 5 areas
5 needs review
AreaCapabilitiesFollow-up
Channel Setup and OperationsNeeds review - Full taxonomy validation
0 of 7 (0%)NoneAccess and IdentityNeeds review - Full taxonomy validation
0 of 6 (0%)NoneConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 1 (0%)NoneMedia and Rich ContentNeeds review - Full taxonomy validation
0 of 7 (0%)NoneNative Controls and ApprovalsNeeds review - Full taxonomy validation
0 of 3 (0%)NoneGoogle Chat - 5 areas
Google Chat - 5 areas
5 needs review
AreaCapabilitiesFollow-up
Channel Setup and OperationsNeeds review - Full taxonomy validation
0 of 16 (0%)NoneAccess and IdentityNeeds review - Full taxonomy validation
0 of 11 (0%)NoneConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 1 (0%)NoneMedia and Rich ContentNeeds review - Full taxonomy validation
0 of 1 (0%)NoneNative Controls and ApprovalsNeeds review - Full taxonomy validation
0 of 16 (0%)NoneMatrix - 6 areas
Matrix - 6 areas
6 needs review
AreaCapabilitiesFollow-up
Channel Setup and OperationsNeeds review - Full taxonomy validation
0 of 5 (0%)NoneAccess and IdentityNeeds review - Full taxonomy validation
0 of 7 (0%)NoneConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 1 (0%)NoneMedia and Rich ContentNeeds review - Full taxonomy validation
0 of 1 (0%)NoneNative Controls and ApprovalsNeeds review - Full taxonomy validation
0 of 6 (0%)NoneEncryption and VerificationNeeds review - Full taxonomy validation
0 of 3 (0%)NoneMicrosoft Teams - 5 areas
Microsoft Teams - 5 areas
5 needs review
AreaCapabilitiesFollow-up
Channel Setup and OperationsNeeds review - Full taxonomy validation
0 of 9 (0%)NoneAccess and IdentityNeeds review - Full taxonomy validation
0 of 9 (0%)NoneConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 5 (0%)NoneMedia and Rich ContentNeeds review - Full taxonomy validation
0 of 5 (0%)NoneNative Controls and ApprovalsNeeds review - Full taxonomy validation
0 of 5 (0%)NoneMattermost, LINE, IRC, Nextcloud Talk, Nostr, Twitch, Tlon, Synology Chat - 4 areas
Mattermost, LINE, IRC, Nextcloud Talk, Nostr, Twitch, Tlon, Synology Chat - 4 areas
4 needs review
AreaCapabilitiesFollow-up
Channel Setup and OperationsNeeds review - Full taxonomy validation
0 of 1 (0%)NoneAccess and IdentityNeeds review - Full taxonomy validation
0 of 1 (0%)NoneConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 1 (0%)NoneMedia and Rich ContentNeeds review - Full taxonomy validation
0 of 1 (0%)NoneFeishu, QQ Bot, WeChat, Yuanbao, Zalo, Zalo Personal, regional channels - 4 areas
Feishu, QQ Bot, WeChat, Yuanbao, Zalo, Zalo Personal, regional channels - 4 areas
4 needs review
AreaCapabilitiesFollow-up
Channel Setup and OperationsNeeds review - Full taxonomy validation
0 of 6 (0%)NoneAccess and IdentityNeeds review - Full taxonomy validation
0 of 1 (0%)NoneConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 1 (0%)NoneMedia and Rich ContentNeeds review - Full taxonomy validation
0 of 1 (0%)NoneVoice Call channel - 5 areas
Voice Call channel - 5 areas
5 needs review
AreaCapabilitiesFollow-up
Channel Setup and OperationsNeeds review - Full taxonomy validation
0 of 2 (0%)NoneAccess and IdentityNeeds review - Full taxonomy validation
0 of 1 (0%)NoneConversation Routing and DeliveryNeeds review - Full taxonomy validation
0 of 1 (0%)NoneMedia and Rich ContentNeeds review - Full taxonomy validation
0 of 2 (0%)NoneRealtime Voice and CallsNeeds review - Full taxonomy validation
0 of 2 (0%)NoneOpenAI and Codex provider path - 5 areas
OpenAI and Codex provider path - 5 areas
5 partially reviewed
AreaCapabilitiesFollow-up
Model and AuthPartially reviewed - Full taxonomy validation
0 of 6 (8%)NoneResponses and Tool CompatibilityPartially reviewed - Full taxonomy validation
0 of 4 (8%)NoneNative Codex HarnessPartially reviewed - Full taxonomy validation
0 of 2 (8%)NoneImage and Multimodal InputPartially reviewed - Full taxonomy validation
0 of 2 (8%)NoneVoice and Realtime AudioPartially reviewed - Full taxonomy validation
0 of 2 (8%)NoneAnthropic provider path - 5 areas
Anthropic provider path - 5 areas
5 needs review
AreaCapabilitiesFollow-up
Provider Auth and RecoveryNeeds review - Full taxonomy validation
0 of 9 (0%)NoneModel and Runtime SelectionNeeds review - Full taxonomy validation
0 of 10 (0%)NoneRequest Transport and Turn SemanticsNeeds review - Full taxonomy validation
0 of 10 (0%)NonePrompt Cache and ContextNeeds review - Full taxonomy validation
0 of 5 (0%)NoneMedia InputsNeeds review - Full taxonomy validation
0 of 4 (0%)NoneGoogle provider path - 5 areas
Google provider path - 5 areas
5 needs review
AreaCapabilitiesFollow-up
Provider Setup and CredentialsNeeds review - Full taxonomy validation
0 of 10 (0%)NoneModel Routing and EndpointsNeeds review - Full taxonomy validation
0 of 10 (0%)NoneDirect Gemini RuntimeNeeds review - Full taxonomy validation
0 of 9 (0%)NoneMedia, Search, and RealtimeNeeds review - Full taxonomy validation
0 of 10 (0%)NonePrompt CachingNeeds review - Full taxonomy validation
0 of 5 (0%)NoneOpenRouter provider path - 4 areas
OpenRouter provider path - 4 areas
4 needs review
AreaCapabilitiesFollow-up
Provider Setup and AuthNeeds review - Full taxonomy validation
0 of 14 (0%)NoneChat Runtime and NormalizationNeeds review - Full taxonomy validation
0 of 15 (0%)NoneProvider Recovery and DiagnosticsNeeds review - Full taxonomy validation
0 of 5 (0%)NoneMedia Generation and SpeechNeeds review - Full taxonomy validation
0 of 7 (0%)NoneLocal model providers: Ollama, vLLM, SGLang, LM Studio - 5 areas
Local model providers: Ollama, vLLM, SGLang, LM Studio - 5 areas
5 needs review
AreaCapabilitiesFollow-up
Provider Setup, Lifecycle, and DiagnosticsNeeds review - Full taxonomy validation
0 of 12 (0%)NoneNative Provider PluginsNeeds review - Full taxonomy validation
0 of 10 (0%)NoneOpenAI-Compatible Runtime CompatibilityNeeds review - Full taxonomy validation
0 of 8 (0%)NoneLocal Memory and EmbeddingsNeeds review - Full taxonomy validation
0 of 5 (0%)NoneNetwork Safety and Prompt ControlsNeeds review - Full taxonomy validation
0 of 2 (0%)NoneLong-tail hosted providers - 3 areas
Long-tail hosted providers - 3 areas
3 needs review
AreaCapabilitiesFollow-up
Hosted LLM ProvidersNeeds review - Full taxonomy validation
0 of 12 (0%)NoneHosted Media ProvidersNeeds review - Full taxonomy validation
0 of 8 (0%)NoneProvider OperationsNeeds review - Full taxonomy validation
0 of 12 (0%)NoneWeb search tools - 4 areas
Web search tools - 4 areas
4 partially reviewed
AreaCapabilitiesFollow-up
Search ProvidersPartially reviewed - Full taxonomy validation
1 of 19 (7%)NoneSetup and DiagnosticsPartially reviewed - Full taxonomy validation
1 of 9 (7%)NoneNetwork SafetyPartially reviewed - Full taxonomy validation
0 of 4 (7%)NoneTool Availability and FetchPartially reviewed - Full taxonomy validation
1 of 11 (7%)NoneBrowser automation, exec, and sandbox tools - 3 areas
Browser automation, exec, and sandbox tools - 3 areas
3 partially reviewed
AreaCapabilitiesFollow-up
Browser AutomationPartially reviewed - Full taxonomy validation
1 of 8 (15%)NoneTool Invocation and ExecutionPartially reviewed - Full taxonomy validation
1 of 6 (15%)NoneSandbox and Tool PolicyPartially reviewed - Full taxonomy validation
1 of 6 (15%)NoneImage, video, and music generation tools - 5 areas
Image, video, and music generation tools - 5 areas
5 needs review
AreaCapabilitiesFollow-up
Media Routing and DiscoveryNeeds review - Full taxonomy validation
0 of 4 (0%)NoneTask Lifecycle and DeliveryNeeds review - Full taxonomy validation
0 of 12 (0%)NoneImage GenerationNeeds review - Full taxonomy validation
0 of 9 (0%)NoneVideo GenerationNeeds review - Full taxonomy validation
0 of 11 (0%)NoneMusic GenerationNeeds review - Full taxonomy validation
0 of 6 (0%)NoneLast updated: 2026-06-22