Release and CI

Maturity taxonomy

Maturity taxonomy

the model behind the scorecard

Surfaces > categories > capabilities > evidence.

50 surfaces grouped into 4 families, with every category tied back to canonical docs and QA coverage IDs.

How to read this page

A surface is a product area such as Gateway runtime, Discord, or the macOS app. Each surface contains categories, and each category contains the capability-level checks that QA scenarios cover. Use the scorecard for release-level judgment; use this page to inspect the model underneath it.

Maturity levels

M0PlannedDirection is known, but no supported user path exists.Promotion: Design issue, owner, and target surface exist.
M1ExperimentalImplemented behind caveats, flags, source builds, or maintainer-only flows.Promotion: Maintainer can run the scenario from current main.
M2AlphaReal users can try it, but breaking changes and incomplete UX are expected.Promotion: Documented setup, basic tests, known caveats, and at least one real-environment proof.
M3BetaPublic path exists and the main workflow is usable with bounded caveats.Promotion: Install/update docs, regression tests, support runbook, and successful scenario proof across the expected environment.
M4StableRecommended path for normal users. Failures are treated as regressions.Promotion: Release gate, doctor/troubleshooting path, broad docs, and repeated real-world proof.
M5ClawesomePolished, delightful, well-instrumented, and competitive with the best comparable workflow.Promotion: Stable plus user scorecard pass across representative users.

Product areas

Core

CLI M4Stable7 areas - 90% complete Gateway runtime M4Stable13 areas - 89% complete Agent Runtime M3Beta9 areas - 79% complete Session, memory, and context engine M3Beta9 areas - 79% complete Channel framework M3Beta8 areas - 79% complete Observability M3Beta5 areas - 79% complete Gateway Web App M3Beta6 areas - 79% complete Plugins M3Beta9 areas - 79% complete Security, auth, pairing, and secrets M3Beta6 areas - 79% complete Automation: cron, hooks, tasks, polling M3Beta6 areas - 79% complete Media understanding and media generation M2Alpha6 areas - 68% complete Voice and realtime talk M2Alpha6 areas - 68% complete TUI M2Alpha5 areas - 66% complete ClawHub M2Alpha4 areas - 62% complete OpenClaw App SDK M2Alpha6 areas - 53% complete

Platform

Linux Gateway host M4Stable5 areas - 89% complete macOS Gateway host M4Stable7 areas - 88% complete Android app M4Stable7 areas - 80% complete iOS app M4Stable8 areas - 80% complete Docker and Podman hosting M3Beta4 areas - 79% complete Windows via WSL2 M3Beta6 areas - 79% complete Raspberry Pi and small Linux devices M3Beta4 areas - 79% complete macOS companion app M3Beta8 areas - 78% complete Native Windows M2Alpha4 areas - 66% complete Kubernetes hosting M2Alpha4 areas - 61% complete Nix install path M1Experimental5 areas - 44% complete watchOS companion surfaces M1Experimental5 areas - 44% complete Linux companion app M0Planned5 areas - 21% complete Native Windows companion app M0Planned5 areas - 21% complete

Channel

Discord M4Stable6 areas - 87% complete Telegram M3Beta5 areas - 78% complete Slack M3Beta5 areas - 78% complete iMessage and BlueBubbles M3Beta5 areas - 78% complete WhatsApp M3Beta5 areas - 78% complete Matrix M2Alpha6 areas - 67% complete Google Chat M2Alpha5 areas - 66% complete Microsoft Teams M2Alpha5 areas - 66% complete Signal M2Alpha5 areas - 66% complete Feishu, QQ Bot, WeChat, Yuanbao, Zalo, Zalo Personal, regional channels M2Alpha4 areas - 58% complete Mattermost, LINE, IRC, Nextcloud Talk, Nostr, Twitch, Tlon, Synology Chat M2Alpha4 areas - 54% complete Voice Call channel M1Experimental5 areas - 44% complete

Provider and tool

Browser automation, exec, and sandbox tools M3Beta3 areas - 79% complete OpenAI and Codex provider path M3Beta5 areas - 79% complete Web search tools M3Beta4 areas - 79% complete Anthropic provider path M3Beta5 areas - 78% complete Google provider path M3Beta5 areas - 78% complete OpenRouter provider path M3Beta4 areas - 78% complete Image, video, and music generation tools M2Alpha5 areas - 68% complete Local model providers: Ollama, vLLM, SGLang, LM Studio M2Alpha5 areas - 68% complete Long-tail hosted providers M2Alpha3 areas - 68% complete

Details

Core

CLI - M4 Stable - 7 areas

Normal setup and repair paths are documented across install, CLI, and gateway docs. Platform-specific Windows paths are tracked in the Windows via WSL2 and Native Windows rows.

Coverage Experimental - 4%Quality Stable - 83%Completeness Stable - 90%Partial - 6
AreaCoverageQualityCompletenessDocs
CLI Setup 6 capabilities / LTS-supported
Experimental17%
Stable89%
Stable90%
Onboarding and Auth Setup 5 capabilities / LTS-supported
Experimental0%
Beta75%
Stable89%
Plugin and Channel Setup 5 capabilities
Experimental0%
Beta75%
Stable89%
Gateway Service Management 5 capabilities / LTS-supported
Experimental14%
Stable87%
Stable90%
CLI Observability 5 capabilities / LTS-supported
Experimental0%
Stable89%
Stable90%
Doctor 10 capabilities / LTS-supported
Experimental0%
Stable89%
Stable90%
Updates and Upgrades 5 capabilities / LTS-supported
Experimental0%
Beta75%
Stable89%
Gateway runtime - M4 Stable - 13 areas

Core architecture, auth, pairing, protocol docs, daemon docs, and CLI runbooks are broad and current.

Coverage Experimental - 6%Quality Stable - 81%Completeness Stable - 89%Partial - 12
AreaCoverageQualityCompletenessDocs
Approvals and Remote Execution 6 capabilities / LTS-supported
Experimental0%
Beta75%
Stable89%
HTTP APIs 4 capabilities / LTS-supported
Experimental25%
Stable90%
Stable90%
Hosted Web Surface 4 capabilities / LTS-supported
Experimental0%
Stable89%
Stable90%
Gateway RPC APIs and Events 20 capabilities / LTS-supported
Experimental9%
Stable90%
Stable90%
Device Auth and Pairing 10 capabilities / LTS-supported
Experimental0%
Beta75%
Stable89%
Network Access and Discovery 6 capabilities / LTS-supported
Experimental0%
Beta75%
Stable89%
Nodes and Remote Capabilities 8 capabilities
Experimental0%
Beta75%
Stable89%
Health, Diagnostics, and Repair 7 capabilities / LTS-supported
Experimental0%
Beta75%
Stable89%
Protocol Compatibility 7 capabilities / LTS-supported
Experimental0%
Beta75%
Stable89%
Roles and Permissions 5 capabilities / LTS-supported
Experimental0%
Beta75%
Stable89%
Gateway Lifecycle 7 capabilities / LTS-supported
Experimental33%
Stable90%
Stable90%
Security Controls 6 capabilities / LTS-supported
Experimental0%
Beta75%
Stable89%
WebSocket Connection 8 capabilities / LTS-supported
Experimental13%
Stable90%
Stable90%
Agent Runtime - M3 Beta - 9 areas

Main loop, models, provider routing, and tool streaming are first-class, but provider behavior shifts weekly and needs scenario proof per release.

Coverage Experimental - 33%Quality Beta - 78%Completeness Beta - 79%Partial - 6
AreaCoverageQualityCompletenessDocs
Agent Turn Execution 3 capabilities / LTS-supported
Experimental29%
Beta79%
Beta79%
External Runtimes and Subagents 4 capabilities
Experimental30%
Beta79%
Beta79%
Hosted Provider Execution 5 capabilities / LTS-supported
Experimental20%
Beta79%
Beta79%
Local and Self-hosted Providers 5 capabilities
Experimental0%
Alpha68%
Beta79%
Model and Runtime Selection 4 capabilities / LTS-supported
Experimental25%
Beta79%
Beta79%
Provider Auth 10 capabilities / LTS-supported
Experimental24%
Beta79%
Beta79%
Streaming and Progress 2 capabilities
Alpha56%
Beta79%
Beta79%
Tool Calls and Response Handling 3 capabilities / LTS-supported
Alpha65%
Beta79%
Beta79%
Tool Execution Controls 6 capabilities / LTS-supported
Alpha50%
Beta79%
Beta79%
Session, memory, and context engine - M3 Beta - 9 areas

Strong docs and active implementation. Maturity depends on transcript durability, compaction quality, and cross-client parity.

Coverage Experimental - 30%Quality Beta - 77%Completeness Beta - 79%Partial - 6
AreaCoverageQualityCompletenessDocs
CLI Session and Transcript Management 2 capabilities / LTS-supported
Experimental0%
Alpha68%
Beta79%
Token Management 3 capabilities / LTS-supported
Experimental20%
Beta79%
Beta79%
Context Engine 2 capabilities / LTS-supported
Alpha57%
Beta79%
Beta79%
Cross-client History and Session Parity 2 capabilities
Experimental40%
Beta79%
Beta79%
Diagnostics, Maintenance, and Recovery 3 capabilities
Experimental40%
Beta79%
Beta79%
Core Prompts and Context 2 capabilities / LTS-supported
Experimental38%
Beta79%
Beta79%
Memory 5 capabilities
Experimental46%
Beta79%
Beta79%
Session Routing 2 capabilities / LTS-supported
Experimental25%
Beta79%
Beta79%
Transcript Persistence 2 capabilities / LTS-supported
Experimental0%
Alpha68%
Beta79%
Channel framework - M3 Beta - 8 areas

Many channels share Gateway delivery and routing contracts, but channel behavior varies by upstream API and account-policy constraints.

Coverage Experimental - 13%Quality Beta - 76%Completeness Beta - 79%Partial - 5
AreaCoverageQualityCompletenessDocs
Channel Actions Commands and Approvals 5 capabilities
Experimental0%
Beta79%
Beta79%
Channel Setup 5 capabilities / LTS-supported
Experimental14%
Beta79%
Beta79%
Group Thread and Ambient Room Behavior 5 capabilities
Experimental36%
Beta79%
Beta79%
Inbound Access and Identity Gates 5 capabilities / LTS-supported
Experimental0%
Alpha68%
Beta79%
Media Attachments and Rich Channel Data 4 capabilities
Experimental0%
Alpha68%
Beta79%
Outbound Delivery and Reply Pipeline 4 capabilities / LTS-supported
Experimental38%
Beta79%
Beta79%
Conversation Routing and Delivery 10 capabilities / LTS-supported
Experimental19%
Beta79%
Beta79%
Status Health and Operator Controls 4 capabilities / LTS-supported
Experimental0%
Beta79%
Beta79%
Observability - M3 Beta - 5 areas

OTel, Prometheus, logging, and diagnostics docs exist. Needs a public "what operators should look at first" maturity pass.

Coverage Experimental - 18%Quality Beta - 75%Completeness Beta - 79%Partial - 3
AreaCoverageQualityCompletenessDocs
Health and Repair 12 capabilities / LTS-supported
Experimental28%
Beta79%
Beta79%
Logging 5 capabilities / LTS-supported
Experimental0%
Alpha68%
Beta79%
Diagnostic Collection 8 capabilities
Experimental30%
Beta79%
Beta79%
Telemetry Export 13 capabilities
Experimental33%
Beta79%
Beta79%
Session Diagnostics 4 capabilities / LTS-supported
Experimental0%
Alpha68%
Beta79%
Gateway Web App - M3 Beta - 6 areas

Web UI is documented with pairing, chat, PWA, Talk, push, and remote Gateway flows. Promote after cross-browser and mobile-PWA scorecards.

Coverage Experimental - 4%Quality Beta - 74%Completeness Beta - 79%None
AreaCoverageQualityCompletenessDocs
Browser Realtime Talk 5 capabilities
Experimental0%
Alpha68%
Beta79%
Browser Access and Trust 5 capabilities
Experimental0%
Alpha68%
Beta79%
Configuration 5 capabilities
Experimental0%
Alpha68%
Beta79%
Browser UI 10 capabilities
Experimental8%
Beta79%
Beta79%
WebChat Conversations 15 capabilities
Experimental10%
Beta79%
Beta79%
Operator Console 10 capabilities
Experimental8%
Beta79%
Beta79%
Plugins - M3 Beta - 9 areas

Broad docs and strong internal runtime evidence exist across manifests, discovery, loading, provider/tool architecture, and approval boundaries. Keep the row at beta until public SDK API/subpaths and external distribution proof are stronger.

Coverage Experimental - 12%Quality Beta - 72%Completeness Beta - 79%Partial - 7
AreaCoverageQualityCompletenessDocs
Authoring and Packaging plugins 8 capabilities / LTS-supported
Experimental0%
Alpha68%
Beta79%
Bundled plugins 5 capabilities / LTS-supported
Experimental0%
Alpha68%
Beta79%
Canvas plugin 6 capabilities
Experimental0%
Alpha68%
Beta79%
Installing and running plugins 6 capabilities / LTS-supported
Experimental35%
Beta79%
Beta79%
Channel plugins 5 capabilities / LTS-supported
Experimental0%
Alpha68%
Beta79%
Provider and tool plugins 6 capabilities / LTS-supported
Experimental43%
Beta79%
Beta79%
Plugin approvals 6 capabilities / LTS-supported
Experimental0%
Alpha68%
Beta79%
Publishing plugins 6 capabilities / LTS-supported
Experimental0%
Alpha68%
Beta79%
Testing plugins 6 capabilities
Experimental27%
Beta79%
Beta79%
Security, auth, pairing, and secrets - M3 Beta - 6 areas

Good docs and hardening surfaces exist. Promote after regular upgrade/security scenario runs prove no setup regressions.

Coverage Experimental - 16%Quality Beta - 72%Completeness Beta - 79%Partial - 5
AreaCoverageQualityCompletenessDocs
Approval Policy and Tool Safeguards 2 capabilities / LTS-supported
Alpha50%
Beta79%
Beta79%
Gateway Auth and Remote Access 9 capabilities / LTS-supported
Experimental0%
Alpha68%
Beta79%
Channel Access Control 3 capabilities / LTS-supported
Experimental0%
Alpha68%
Beta79%
Device and Node Pairing 11 capabilities / LTS-supported
Experimental0%
Alpha68%
Beta79%
Plugin Trust 2 capabilities
Experimental0%
Alpha68%
Beta79%
Credential and Secret Hygiene 5 capabilities / LTS-supported
Experimental46%
Beta79%
Beta79%
Automation: cron, hooks, tasks, polling - M3 Beta - 6 areas

Documented and usable, but scenario proof should cover unattended delivery, retries, and failure visibility.

Coverage Experimental - 2%Quality Beta - 72%Completeness Beta - 79%None
AreaCoverageQualityCompletenessDocs
Cron Jobs 15 capabilities
Experimental0%
Beta79%
Beta79%
Event Ingress 15 capabilities
Experimental0%
Alpha68%
Beta79%
Automation Hooks 11 capabilities
Experimental0%
Alpha68%
Beta79%
Background Tasks and Flows 10 capabilities
Experimental0%
Alpha68%
Beta79%
Heartbeat 5 capabilities
Experimental14%
Beta79%
Beta79%
Polling Controls 10 capabilities
Experimental0%
Alpha68%
Beta79%
Media understanding and media generation - M2 Alpha - 6 areas

Broad capability surface exists, but provider variance, file limits, and node/app parity make this not stable yet.

Coverage Experimental - 2%Quality Alpha - 64%Completeness Alpha - 68%None
AreaCoverageQualityCompletenessDocs
Media Intake and Access 8 capabilities
Experimental0%
Alpha61%
Alpha68%
Channel Media Handling 5 capabilities
Experimental0%
Alpha61%
Alpha68%
Media Configuration 1 capabilities
Experimental0%
Alpha61%
Alpha68%
Text-to-Speech Delivery 2 capabilities
Experimental0%
Alpha61%
Alpha68%
Media Understanding 12 capabilities
Experimental7%
Alpha69%
Alpha69%
Media Generation 17 capabilities
Experimental5%
Alpha69%
Alpha69%
Voice and realtime talk - M2 Alpha - 6 areas

Multiple implementations exist across Control UI, apps, and providers. Needs latency, failure-mode, and setup scorecards before beta.

Coverage Experimental - 0%Quality Alpha - 61%Completeness Alpha - 68%None
AreaCoverageQualityCompletenessDocs
Talk Providers 7 capabilities
Experimental0%
Alpha61%
Alpha68%
Realtime Talk Sessions 11 capabilities
Experimental0%
Alpha61%
Alpha68%
Speech and Transcription 5 capabilities
Experimental0%
Alpha61%
Alpha68%
Native App Talk 4 capabilities
Experimental0%
Alpha61%
Alpha68%
Voice Wake and Routing 4 capabilities
Experimental0%
Alpha61%
Alpha68%
Talk Observability 5 capabilities
Experimental0%
Alpha61%
Alpha68%
TUI - M2 Alpha - 5 areas

Present in docs and source, but less visible as a primary user workflow. Needs explicit scenario definition.

Coverage Experimental - 0%Quality Alpha - 59%Completeness Alpha - 66%None
AreaCoverageQualityCompletenessDocs
Runtime Modes 14 capabilities
Experimental0%
Alpha59%
Alpha66%
Input and Commands 8 capabilities
Experimental0%
Alpha59%
Alpha66%
Session Management 3 capabilities
Experimental0%
Alpha59%
Alpha66%
Local Shell Execution 4 capabilities
Experimental0%
Alpha59%
Alpha66%
Rendering and Output Safety 4 capabilities
Experimental0%
Alpha59%
Alpha66%
ClawHub - M2 Alpha - 4 areas

Public docs and ecosystem concept exist. Needs install, trust, update, rollback, and compatibility scorecards.

Coverage Experimental - 0%Quality Alpha - 58%Completeness Alpha - 62%None
AreaCoverageQualityCompletenessDocs
Publishing 7 capabilities
Experimental0%
Alpha54%
Alpha55%
Catalog Discovery 5 capabilities
Experimental0%
Alpha61%
Alpha68%
Compatibility and Trust 12 capabilities
Experimental0%
Alpha55%
Alpha56%
Plugin Lifecycle and Health 26 capabilities
Experimental0%
Alpha61%
Alpha68%
OpenClaw App SDK - M2 Alpha - 6 areas

OpenClaw App SDK is a distinct external app contract separate from Gateway runtime and Plugin SDK. Current scoring shows a real @openclaw/sdk path with gaps around public packaging, auto-discovery, approvals, helpers, and compatibility.

Coverage Experimental - 3%Quality Alpha - 54%Completeness Alpha - 53%None
AreaCoverageQualityCompletenessDocs
Client API 4 capabilities
Experimental0%
Alpha51%
Alpha50%
Gateway Access 5 capabilities
Experimental0%
Alpha53%
Alpha54%
Agent Conversations 6 capabilities
Experimental0%
Alpha52%
Alpha52%
Events and Approvals 5 capabilities
Experimental0%
Alpha52%
Alpha52%
Resource Helpers 5 capabilities
Experimental17%
Alpha62%
Alpha53%
Compatibility 5 capabilities
Experimental0%
Alpha54%
Alpha55%

Platform

Linux Gateway host - M4 Stable - 5 areas

Node runtime is recommended, systemd user service is documented, and VPS/container guidance is broad.

Coverage Experimental - 0%Quality Beta - 75%Completeness Stable - 89%Partial - 4
AreaCoverageQualityCompletenessDocs
Host Setup and Updates 4 capabilities / LTS-supported
Experimental0%
Beta75%
Stable89%
Gateway Runtime and Service Control 6 capabilities / LTS-supported
Experimental0%
Beta75%
Stable89%
Remote Access and Security 6 capabilities / LTS-supported
Experimental0%
Beta75%
Stable89%
Diagnostics and Repair 4 capabilities / LTS-supported
Experimental0%
Beta75%
Stable89%
Deployment Targets 3 capabilities
Experimental0%
Beta75%
Stable89%
macOS Gateway host - M4 Stable - 7 areas

LaunchAgent service path, local/remote Gateway modes, CLI install, and app integration are documented.

Coverage Experimental - 0%Quality Beta - 74%Completeness Stable - 88%None
AreaCoverageQualityCompletenessDocs
CLI Setup 4 capabilities
Experimental0%
Beta74%
Stable88%
Local Gateway Integration 9 capabilities
Experimental0%
Beta74%
Stable88%
Remote Gateway Mode 5 capabilities
Experimental0%
Beta74%
Stable88%
Gateway Service Lifecycle 10 capabilities
Experimental0%
Beta74%
Stable88%
Diagnostics and Observability 4 capabilities
Experimental0%
Beta74%
Stable88%
Permissions and Native Capabilities 4 capabilities
Experimental0%
Beta74%
Stable88%
Profiles and Isolation 5 capabilities
Experimental0%
Beta74%
Stable88%
Android app - M4 Stable - 7 areas

Official Google Play distribution exists, source build/run docs are maintained, and the Android app is documented as a normal companion node for users.

Coverage Experimental - 0%Quality Stable - 80%Completeness Stable - 80%None
AreaCoverageQualityCompletenessDocs
Media Capture 1 capabilities
Experimental0%
Stable80%
Stable80%
Mobile Chat 1 capabilities
Experimental0%
Stable80%
Stable80%
Connection Setup 1 capabilities
Experimental0%
Stable80%
Stable80%
Distribution 3 capabilities
Experimental0%
Stable80%
Stable80%
Settings 1 capabilities
Experimental0%
Stable80%
Stable80%
Voice 1 capabilities
Experimental0%
Stable80%
Stable80%
Device Runtime 2 capabilities
Experimental0%
Stable80%
Stable80%
iOS app - M4 Stable - 8 areas

Official App Store distribution exists, relay-backed push is documented, and the iOS app is documented as a normal companion node for users.

Coverage Experimental - 0%Quality Stable - 80%Completeness Stable - 80%None
AreaCoverageQualityCompletenessDocs
Media and Sharing 1 capabilities
Experimental0%
Stable80%
Stable80%
Canvas and Screen 1 capabilities
Experimental0%
Stable80%
Stable80%
Chat and Sessions 1 capabilities
Experimental0%
Stable80%
Stable80%
Gateway Setup and Diagnostics 7 capabilities
Experimental0%
Stable80%
Stable80%
Distribution 1 capabilities
Experimental0%
Stable80%
Stable80%
Device Commands 2 capabilities
Experimental0%
Stable80%
Stable80%
Notifications and Background 1 capabilities
Experimental0%
Stable80%
Stable80%
Voice 1 capabilities
Experimental0%
Stable80%
Stable80%
Docker and Podman hosting - M3 Beta - 4 areas

Install docs exist and are common deployment paths. Promote after recurring release smoke captures upgrade and volume behavior.

Coverage Experimental - 7%Quality Beta - 71%Completeness Beta - 79%None
AreaCoverageQualityCompletenessDocs
Container Setup 6 capabilities
Experimental0%
Alpha68%
Beta79%
Container Operations 11 capabilities
Experimental0%
Alpha68%
Beta79%
Image Release and Validation 5 capabilities
Experimental29%
Beta79%
Beta79%
Agent Sandbox and Tooling 3 capabilities
Experimental0%
Alpha68%
Beta79%
Windows via WSL2 - M3 Beta - 6 areas

Recommended Windows path with systemd/user-service guidance and boot-chain docs. Promote after repeated install/update scorecards.

Coverage Experimental - 6%Quality Alpha - 69%Completeness Beta - 79%Partial - 5
AreaCoverageQualityCompletenessDocs
WSL Setup 6 capabilities / LTS-supported
Experimental0%
Alpha67%
Beta79%
CLI 8 capabilities / LTS-supported
Experimental0%
Alpha67%
Beta79%
Gateway Service Lifecycle 10 capabilities / LTS-supported
Experimental0%
Alpha67%
Beta79%
Gateway Access and Exposure 11 capabilities / LTS-supported
Experimental0%
Alpha67%
Beta79%
Diagnostics and Repair 6 capabilities / LTS-supported
Experimental38%
Beta79%
Beta79%
Browser and Control UI 6 capabilities
Experimental0%
Alpha67%
Beta79%
Raspberry Pi and small Linux devices - M3 Beta - 4 areas

Platform docs exist and Gateway path is Linux-based. Needs hardware-specific release smoke proof to move higher.

Coverage Experimental - 0%Quality Alpha - 67%Completeness Beta - 79%None
AreaCoverageQualityCompletenessDocs
Setup and Compatibility 12 capabilities
Experimental0%
Alpha67%
Beta79%
Remote Access and Auth 9 capabilities
Experimental0%
Alpha67%
Beta79%
Gateway Runtime 10 capabilities
Experimental0%
Alpha67%
Beta79%
Performance and Diagnostics 5 capabilities
Experimental0%
Alpha67%
Beta79%
macOS companion app - M3 Beta - 8 areas

Rich menu bar app, permissions, node mode, Canvas, voice wake, WebChat, and remote mode exist. Still fast-moving enough to avoid Stable.

Coverage Experimental - 0%Quality Alpha - 66%Completeness Beta - 78%None
AreaCoverageQualityCompletenessDocs
Canvas 4 capabilities
Experimental0%
Alpha66%
Beta78%
Local Setup 7 capabilities
Experimental0%
Alpha66%
Beta78%
Status and Settings 5 capabilities
Experimental0%
Alpha66%
Beta78%
Native Capabilities 5 capabilities
Experimental0%
Alpha66%
Beta78%
Remote Connections 3 capabilities
Experimental0%
Alpha66%
Beta78%
Voice and Talk 3 capabilities
Experimental0%
Alpha66%
Beta78%
WebChat 3 capabilities
Experimental0%
Alpha66%
Beta78%
Remote WebChat 5 capabilities
Experimental0%
Alpha66%
Beta78%
Native Windows - M2 Alpha - 4 areas

Core CLI/Gateway flows work, but docs still recommend WSL2 for the full experience and list native caveats.

Coverage Experimental - 0%Quality Alpha - 58%Completeness Alpha - 66%Partial - 1
AreaCoverageQualityCompletenessDocs
CLI 9 capabilities / LTS-supported
Experimental0%
Alpha54%
Alpha64%
Gateway Management 11 capabilities
Experimental0%
Alpha59%
Alpha66%
Networking 4 capabilities
Experimental0%
Alpha59%
Alpha66%
Updates 4 capabilities
Experimental0%
Alpha59%
Alpha66%
Kubernetes hosting - M2 Alpha - 4 areas

Kubernetes hosting is a distinct Kustomize-based cluster deployment path. Current scoring shows a real minimal deployment path with gaps around Kubernetes-specific CI, ingress/TLS/NetworkPolicy packaging, backup/restore, and production exposure hardening.

Coverage Experimental - 0%Quality Alpha - 55%Completeness Alpha - 61%None
AreaCoverageQualityCompletenessDocs
Deployment Setup 5 capabilities
Experimental0%
Alpha55%
Alpha61%
Configuration and Secrets 5 capabilities
Experimental0%
Alpha55%
Alpha61%
Access and Exposure 5 capabilities
Experimental0%
Alpha55%
Alpha61%
Cluster Lifecycle 5 capabilities
Experimental0%
Alpha55%
Alpha61%
Nix install path - M1 Experimental - 5 areas

Optional install flow. Needs clearer support promise before alpha/beta promotion.

Coverage Experimental - 0%Quality Experimental - 41%Completeness Experimental - 44%None
AreaCoverageQualityCompletenessDocs
Install Handoff 4 capabilities
Experimental0%
Experimental41%
Experimental44%
Plugin Lifecycle 4 capabilities
Experimental0%
Experimental41%
Experimental44%
Activation and App UX 7 capabilities
Experimental0%
Experimental41%
Experimental44%
Config and State 7 capabilities
Experimental0%
Experimental41%
Experimental44%
Service Runtime and Guards 8 capabilities
Experimental0%
Experimental41%
Experimental44%
watchOS companion surfaces - M1 Experimental - 5 areas

Source has Watch app/extension surfaces; public docs do not yet present this as a user feature.

Coverage Experimental - 0%Quality Experimental - 41%Completeness Experimental - 44%None
AreaCoverageQualityCompletenessDocs
Delivery and Recovery 7 capabilities
Experimental0%
Experimental41%
Experimental44%
Exec Approvals 3 capabilities
Experimental0%
Experimental41%
Experimental44%
Distribution and Support 6 capabilities
Experimental0%
Experimental41%
Experimental44%
Notifications and Replies 7 capabilities
Experimental0%
Experimental41%
Experimental44%
Watch App UI 3 capabilities
Experimental0%
Experimental41%
Experimental44%
Linux companion app - M0 Planned - 5 areas

Docs say native Linux companion apps are planned; Gateway is the supported Linux path today.

Coverage Experimental - 0%Quality Experimental - 19%Completeness Experimental - 21%None
AreaCoverageQualityCompletenessDocs
App Distribution 3 capabilities
Experimental0%
Experimental19%
Experimental21%
Gateway Connectivity 4 capabilities
Experimental0%
Experimental19%
Experimental21%
Chat and Sessions 3 capabilities
Experimental0%
Experimental19%
Experimental21%
Desktop Capabilities 9 capabilities
Experimental0%
Experimental19%
Experimental21%
Status and Diagnostics 7 capabilities
Experimental0%
Experimental19%
Experimental21%
Native Windows companion app - M0 Planned - 5 areas

Planned only.

Coverage Experimental - 0%Quality Experimental - 19%Completeness Experimental - 21%None
AreaCoverageQualityCompletenessDocs
Installation and Updates 4 capabilities
Experimental0%
Experimental19%
Experimental21%
Gateway Connection 3 capabilities
Experimental0%
Experimental19%
Experimental21%
Chat Sessions 2 capabilities
Experimental0%
Experimental19%
Experimental21%
Status and Repair 5 capabilities
Experimental0%
Experimental19%
Experimental21%
Desktop Tools and Permissions 10 capabilities
Experimental0%
Experimental19%
Experimental21%

Channel

Discord - M4 Stable - 6 areas

Deep docs and broad feature coverage. Voice/delegation paths should stay separately scored as beta/alpha.

Coverage Experimental - 0%Quality Beta - 73%Completeness Stable - 87%Partial - 4
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 10 capabilities / LTS-supported
Experimental0%
Beta73%
Stable87%
Access and Identity 6 capabilities / LTS-supported
Experimental0%
Beta73%
Stable87%
Conversation Routing and Delivery 12 capabilities / LTS-supported
Experimental0%
Beta73%
Stable87%
Media and Rich Content 1 capabilities / LTS-supported
Experimental0%
Beta73%
Stable87%
Native Controls and Approvals 5 capabilities
Experimental0%
Beta73%
Stable87%
Realtime Voice and Calls 5 capabilities
Experimental0%
Beta73%
Stable87%
Telegram - M3 Beta - 5 areas

Core channel is mature enough for regular use, but high-variance UX and media edge cases need recurring scenario proof.

Coverage Experimental - 0%Quality Alpha - 68%Completeness Beta - 78%Full - 5
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 10 capabilities / LTS-supported
Experimental0%
Alpha66%
Beta78%
Access and Identity 10 capabilities / LTS-supported
Experimental0%
Alpha66%
Beta78%
Conversation Routing and Delivery 1 capabilities / LTS-supported
Experimental0%
Alpha66%
Beta78%
Media and Rich Content 1 capabilities / LTS-supported
Experimental0%
Alpha66%
Beta78%
Native Controls and Approvals 9 capabilities / LTS-supported
Experimental0%
Beta77%
Beta79%
Slack - M3 Beta - 5 areas

First-class channel docs and routing surface. Needs workspace install/admin scenario scorecards.

Coverage Experimental - 0%Quality Alpha - 66%Completeness Beta - 78%Full - 5
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 10 capabilities / LTS-supported
Experimental0%
Alpha66%
Beta78%
Access and Identity 1 capabilities / LTS-supported
Experimental0%
Alpha66%
Beta78%
Conversation Routing and Delivery 5 capabilities / LTS-supported
Experimental0%
Alpha66%
Beta78%
Media and Rich Content 1 capabilities / LTS-supported
Experimental0%
Alpha66%
Beta78%
Native Controls and Approvals 8 capabilities / LTS-supported
Experimental0%
Alpha66%
Beta78%
iMessage and BlueBubbles - M3 Beta - 5 areas

Supported iMessage runs through imsg on a signed-in macOS Messages host; legacy BlueBubbles configs require migration. Keep macOS permissions, SSH wrapper, SIP/private API, and migration caveats visible.

Coverage Experimental - 0%Quality Alpha - 66%Completeness Beta - 78%None
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 11 capabilities
Experimental0%
Alpha66%
Beta78%
Access and Identity 6 capabilities
Experimental0%
Alpha66%
Beta78%
Conversation Routing and Delivery 4 capabilities
Experimental0%
Alpha66%
Beta78%
Media and Rich Content 7 capabilities
Experimental0%
Alpha66%
Beta78%
Native Controls and Approvals 3 capabilities
Experimental0%
Alpha66%
Beta78%
WhatsApp - M3 Beta - 5 areas

Core path is important and documented; upstream Baileys/session volatility keeps it below Stable.

Coverage Experimental - 0%Quality Alpha - 66%Completeness Beta - 78%None
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 5 capabilities
Experimental0%
Alpha66%
Beta78%
Access and Identity 7 capabilities
Experimental0%
Alpha66%
Beta78%
Conversation Routing and Delivery 4 capabilities
Experimental0%
Alpha66%
Beta78%
Media and Rich Content 2 capabilities
Experimental0%
Alpha66%
Beta78%
Native Controls and Approvals 2 capabilities
Experimental0%
Alpha66%
Beta78%
Matrix - M2 Alpha - 6 areas

Supported via bundled plugin. Needs bridge, auth, and room lifecycle scorecards.

Coverage Experimental - 0%Quality Alpha - 60%Completeness Alpha - 67%None
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 5 capabilities
Experimental0%
Alpha60%
Alpha67%
Access and Identity 7 capabilities
Experimental0%
Alpha60%
Alpha67%
Conversation Routing and Delivery 1 capabilities
Experimental0%
Alpha60%
Alpha67%
Media and Rich Content 1 capabilities
Experimental0%
Alpha60%
Alpha67%
Native Controls and Approvals 6 capabilities
Experimental0%
Alpha60%
Alpha67%
Encryption and Verification 3 capabilities
Experimental0%
Alpha60%
Alpha67%
Google Chat - M2 Alpha - 5 areas

Documented channel, but enterprise/admin setup raises maturity risk.

Coverage Experimental - 0%Quality Alpha - 59%Completeness Alpha - 66%None
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 16 capabilities
Experimental0%
Alpha59%
Alpha66%
Access and Identity 11 capabilities
Experimental0%
Alpha59%
Alpha66%
Conversation Routing and Delivery 1 capabilities
Experimental0%
Alpha59%
Alpha66%
Media and Rich Content 1 capabilities
Experimental0%
Alpha59%
Alpha66%
Native Controls and Approvals 16 capabilities
Experimental0%
Alpha59%
Alpha66%
Microsoft Teams - M2 Alpha - 5 areas

Enterprise auth/admin flows need explicit scenario proof.

Coverage Experimental - 0%Quality Alpha - 59%Completeness Alpha - 66%None
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 9 capabilities
Experimental0%
Alpha59%
Alpha66%
Access and Identity 9 capabilities
Experimental0%
Alpha59%
Alpha66%
Conversation Routing and Delivery 5 capabilities
Experimental0%
Alpha59%
Alpha66%
Media and Rich Content 5 capabilities
Experimental0%
Alpha59%
Alpha66%
Native Controls and Approvals 5 capabilities
Experimental0%
Alpha59%
Alpha66%
Signal - M2 Alpha - 5 areas

Supported channel docs exist; needs stronger install and reconnect proof.

Coverage Experimental - 0%Quality Alpha - 59%Completeness Alpha - 66%None
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 7 capabilities
Experimental0%
Alpha59%
Alpha66%
Access and Identity 6 capabilities
Experimental0%
Alpha59%
Alpha66%
Conversation Routing and Delivery 1 capabilities
Experimental0%
Alpha59%
Alpha66%
Media and Rich Content 7 capabilities
Experimental0%
Alpha59%
Alpha66%
Native Controls and Approvals 3 capabilities
Experimental0%
Alpha59%
Alpha66%
Feishu, QQ Bot, WeChat, Yuanbao, Zalo, Zalo Personal, regional channels - M2 Alpha - 4 areas

Important regional coverage, but public support level should be calibrated per account type, upstream approval, and maintainer proof.

Coverage Experimental - 0%Quality Alpha - 55%Completeness Alpha - 58%None
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 6 capabilities
Experimental0%
Alpha61%
Alpha68%
Access and Identity 1 capabilities
Experimental0%
Alpha53%
Alpha54%
No linked docs
Conversation Routing and Delivery 1 capabilities
Experimental0%
Alpha53%
Alpha54%
No linked docs
Media and Rich Content 1 capabilities
Experimental0%
Alpha53%
Alpha54%
No linked docs
Mattermost, LINE, IRC, Nextcloud Talk, Nostr, Twitch, Tlon, Synology Chat - M2 Alpha - 4 areas

Supported surfaces exist, but maturity likely varies by upstream and maintainer coverage. Score individually later.

Coverage Experimental - 0%Quality Alpha - 53%Completeness Alpha - 54%None
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 1 capabilities
Experimental0%
Alpha53%
Alpha54%
No linked docs
Access and Identity 1 capabilities
Experimental0%
Alpha53%
Alpha54%
No linked docs
Conversation Routing and Delivery 1 capabilities
Experimental0%
Alpha53%
Alpha54%
No linked docs
Media and Rich Content 1 capabilities
Experimental0%
Alpha53%
Alpha54%
No linked docs
Voice Call channel - M1 Experimental - 5 areas

Optional/plugin path with complex realtime behavior. Needs scenario scorecard before public beta.

Coverage Experimental - 0%Quality Experimental - 41%Completeness Experimental - 44%None
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 2 capabilities
Experimental0%
Experimental41%
Experimental44%
Access and Identity 1 capabilities
Experimental0%
Experimental41%
Experimental44%
Conversation Routing and Delivery 1 capabilities
Experimental0%
Experimental41%
Experimental44%
Media and Rich Content 2 capabilities
Experimental0%
Experimental41%
Experimental44%
Realtime Voice and Calls 2 capabilities
Experimental0%
Experimental41%
Experimental44%

Provider and tool

Browser automation, exec, and sandbox tools - M3 Beta - 3 areas

Core tools are documented, but host security and permission UX should stay under active scorecard review.

Coverage Experimental - 21%Quality Beta - 75%Completeness Beta - 79%Partial - 2
AreaCoverageQualityCompletenessDocs
Browser Automation 8 capabilities
Experimental13%
Beta79%
Beta79%
Tool Invocation and Execution 6 capabilities / LTS-supported
Alpha50%
Beta79%
Beta79%
Sandbox and Tool Policy 6 capabilities / LTS-supported
Experimental0%
Alpha68%
Beta79%
OpenAI and Codex provider path - M3 Beta - 5 areas

Deep docs, OAuth/subscription path, realtime voice, image, and compatibility behavior. Provider churn keeps this from Stable without release-scorecard proof.

Coverage Experimental - 26%Quality Beta - 74%Completeness Beta - 79%Partial - 3
AreaCoverageQualityCompletenessDocs
Model and Auth 6 capabilities / LTS-supported
Experimental44%
Beta79%
Beta79%
Responses and Tool Compatibility 4 capabilities / LTS-supported
Experimental40%
Beta79%
Beta79%
Native Codex Harness 2 capabilities / LTS-supported
Experimental44%
Beta79%
Beta79%
Image and Multimodal Input 2 capabilities
Experimental0%
Alpha67%
Beta79%
Voice and Realtime Audio 2 capabilities
Experimental0%
Alpha67%
Beta79%
Web search tools - M3 Beta - 4 areas

Multiple providers and docs exist. Needs quota/error/SSRF proof per provider family.

Coverage Experimental - 9%Quality Beta - 74%Completeness Beta - 79%None
AreaCoverageQualityCompletenessDocs
Setup and Diagnostics 9 capabilities
Experimental0%
Alpha68%
Beta79%
Network Safety 4 capabilities
Experimental0%
Alpha68%
Beta79%
Tool Availability and Fetch 11 capabilities
Experimental25%
Beta79%
Beta79%
Anthropic provider path - M3 Beta - 5 areas

First-class model provider. Needs recurring auth/catalog/tool-call scenario proof.

Coverage Experimental - 0%Quality Beta - 71%Completeness Beta - 78%None
AreaCoverageQualityCompletenessDocs
Provider Auth and Recovery 9 capabilities
Experimental0%
Alpha66%
Beta78%
Model and Runtime Selection 10 capabilities
Experimental0%
Beta78%
Beta79%
Request Transport and Turn Semantics 10 capabilities
Experimental0%
Beta77%
Beta79%
Prompt Cache and Context 5 capabilities
Experimental0%
Alpha66%
Beta78%
Media Inputs 4 capabilities
Experimental0%
Alpha66%
Beta78%
Google provider path - M3 Beta - 5 areas

First-class provider with model and realtime surfaces. Needs separate Live/Talk scoring.

Coverage Experimental - 0%Quality Alpha - 66%Completeness Beta - 78%None
AreaCoverageQualityCompletenessDocs
Provider Setup and Credentials 10 capabilities
Experimental0%
Alpha66%
Beta78%
Model Routing and Endpoints 10 capabilities
Experimental0%
Alpha66%
Beta78%
Direct Gemini Runtime 9 capabilities
Experimental0%
Alpha66%
Beta78%
Media, Search, and Realtime 10 capabilities
Experimental0%
Alpha66%
Beta78%
Prompt Caching 5 capabilities
Experimental0%
Alpha66%
Beta78%
OpenRouter provider path - M3 Beta - 4 areas

Unified provider path is documented and valuable, but model-specific behavior varies.

Coverage Experimental - 0%Quality Alpha - 66%Completeness Beta - 78%None
AreaCoverageQualityCompletenessDocs
Provider Setup and Auth 14 capabilities
Experimental0%
Alpha66%
Beta78%
Chat Runtime and Normalization 15 capabilities
Experimental0%
Alpha66%
Beta78%
Provider Recovery and Diagnostics 5 capabilities
Experimental0%
Alpha66%
Beta78%
Media Generation and Speech 7 capabilities
Experimental0%
Alpha66%
Beta78%
Image, video, and music generation tools - M2 Alpha - 5 areas

Capability exists across providers, but quality, latency, and parameter compatibility vary too much for beta without per-provider proof.

Coverage Experimental - 0%Quality Alpha - 61%Completeness Alpha - 68%None
AreaCoverageQualityCompletenessDocs
Media Routing and Discovery 4 capabilities
Experimental0%
Alpha61%
Alpha68%
Task Lifecycle and Delivery 12 capabilities
Experimental0%
Alpha61%
Alpha68%
Image Generation 9 capabilities
Experimental0%
Alpha61%
Alpha68%
Video Generation 11 capabilities
Experimental0%
Alpha61%
Alpha68%
Music Generation 6 capabilities
Experimental0%
Alpha61%
Alpha68%
Local model providers: Ollama, vLLM, SGLang, LM Studio - M2 Alpha - 5 areas

Useful and documented, but environment variance is high.

Coverage Experimental - 0%Quality Alpha - 61%Completeness Alpha - 68%None
AreaCoverageQualityCompletenessDocs
Provider Setup, Lifecycle, and Diagnostics 12 capabilities
Experimental0%
Alpha61%
Alpha68%
Native Provider Plugins 10 capabilities
Experimental0%
Alpha61%
Alpha68%
OpenAI-Compatible Runtime Compatibility 8 capabilities
Experimental0%
Alpha61%
Alpha68%
Local Memory and Embeddings 5 capabilities
Experimental0%
Alpha61%
Alpha68%
Network Safety and Prompt Controls 2 capabilities
Experimental0%
Alpha61%
Alpha68%
Long-tail hosted providers - M2 Alpha - 3 areas

Many docs/reference pages exist; score should be generated from provider metadata plus live smoke coverage.

Coverage Experimental - 0%Quality Alpha - 61%Completeness Alpha - 68%None
AreaCoverageQualityCompletenessDocs
Hosted LLM Providers 12 capabilities
Experimental0%
Alpha61%
Alpha68%
Hosted Media Providers 8 capabilities
Experimental0%
Alpha61%
Alpha68%
Provider Operations 12 capabilities
Experimental0%
Alpha61%
Alpha68%
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