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Release and CI

Maturity scorecard

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.

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
Alpha Quality + completeness Coverage Experimental - 4% 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

SurfaceCoverageQualityCompletenessSupport
CLIM4Stable7 areas
CoverageExperimental4%
QualityStable83%
CompletenessStable90%
Partial - 6
Gateway runtimeM4Stable13 areas
CoverageExperimental6%
QualityStable81%
CompletenessStable89%
Partial - 12
Linux Gateway hostM4Stable5 areas
CoverageExperimental0%
QualityBeta75%
CompletenessStable89%
Partial - 4
macOS Gateway hostM4Stable7 areas
CoverageExperimental0%
QualityBeta74%
CompletenessStable88%
None
DiscordM4Stable6 areas
CoverageExperimental0%
QualityBeta73%
CompletenessStable87%
Partial - 4
Android appM4Stable7 areas
CoverageExperimental0%
QualityStable80%
CompletenessStable80%
None
iOS appM4Stable8 areas
CoverageExperimental0%
QualityStable80%
CompletenessStable80%
None
Agent RuntimeM3Beta9 areas
CoverageExperimental33%
QualityBeta78%
CompletenessBeta79%
Partial - 6
Session, memory, and context engineM3Beta9 areas
CoverageExperimental30%
QualityBeta77%
CompletenessBeta79%
Partial - 6
Channel frameworkM3Beta8 areas
CoverageExperimental13%
QualityBeta76%
CompletenessBeta79%
Partial - 5
Browser automation, exec, and sandbox toolsM3Beta3 areas
CoverageExperimental21%
QualityBeta75%
CompletenessBeta79%
Partial - 2
ObservabilityM3Beta5 areas
CoverageExperimental18%
QualityBeta75%
CompletenessBeta79%
Partial - 3
OpenAI and Codex provider pathM3Beta5 areas
CoverageExperimental26%
QualityBeta74%
CompletenessBeta79%
Partial - 3
Gateway Web AppM3Beta6 areas
CoverageExperimental4%
QualityBeta74%
CompletenessBeta79%
None
Web search toolsM3Beta4 areas
CoverageExperimental9%
QualityBeta74%
CompletenessBeta79%
None
PluginsM3Beta9 areas
CoverageExperimental12%
QualityBeta72%
CompletenessBeta79%
Partial - 7
Security, auth, pairing, and secretsM3Beta6 areas
CoverageExperimental16%
QualityBeta72%
CompletenessBeta79%
Partial - 5
Automation: cron, hooks, tasks, pollingM3Beta6 areas
CoverageExperimental2%
QualityBeta72%
CompletenessBeta79%
None
Docker and Podman hostingM3Beta4 areas
CoverageExperimental7%
QualityBeta71%
CompletenessBeta79%
None
Windows via WSL2M3Beta6 areas
CoverageExperimental6%
QualityAlpha69%
CompletenessBeta79%
Partial - 5
Raspberry Pi and small Linux devicesM3Beta4 areas
CoverageExperimental0%
QualityAlpha67%
CompletenessBeta79%
None
Anthropic provider pathM3Beta5 areas
CoverageExperimental0%
QualityBeta71%
CompletenessBeta78%
None
TelegramM3Beta5 areas
CoverageExperimental0%
QualityAlpha68%
CompletenessBeta78%
Full - 5
SlackM3Beta5 areas
CoverageExperimental0%
QualityAlpha66%
CompletenessBeta78%
Full - 5
Google provider pathM3Beta5 areas
CoverageExperimental0%
QualityAlpha66%
CompletenessBeta78%
None
iMessage and BlueBubblesM3Beta5 areas
CoverageExperimental0%
QualityAlpha66%
CompletenessBeta78%
None
macOS companion appM3Beta8 areas
CoverageExperimental0%
QualityAlpha66%
CompletenessBeta78%
None
OpenRouter provider pathM3Beta4 areas
CoverageExperimental0%
QualityAlpha66%
CompletenessBeta78%
None
WhatsAppM3Beta5 areas
CoverageExperimental0%
QualityAlpha66%
CompletenessBeta78%
None
Media understanding and media generationM2Alpha6 areas
CoverageExperimental2%
QualityAlpha64%
CompletenessAlpha68%
None
Image, video, and music generation toolsM2Alpha5 areas
CoverageExperimental0%
QualityAlpha61%
CompletenessAlpha68%
None
Local model providers: Ollama, vLLM, SGLang, LM StudioM2Alpha5 areas
CoverageExperimental0%
QualityAlpha61%
CompletenessAlpha68%
None
Long-tail hosted providersM2Alpha3 areas
CoverageExperimental0%
QualityAlpha61%
CompletenessAlpha68%
None
Voice and realtime talkM2Alpha6 areas
CoverageExperimental0%
QualityAlpha61%
CompletenessAlpha68%
None
MatrixM2Alpha6 areas
CoverageExperimental0%
QualityAlpha60%
CompletenessAlpha67%
None
Google ChatM2Alpha5 areas
CoverageExperimental0%
QualityAlpha59%
CompletenessAlpha66%
None
Microsoft TeamsM2Alpha5 areas
CoverageExperimental0%
QualityAlpha59%
CompletenessAlpha66%
None
SignalM2Alpha5 areas
CoverageExperimental0%
QualityAlpha59%
CompletenessAlpha66%
None
TUIM2Alpha5 areas
CoverageExperimental0%
QualityAlpha59%
CompletenessAlpha66%
None
Native WindowsM2Alpha4 areas
CoverageExperimental0%
QualityAlpha58%
CompletenessAlpha66%
Partial - 1
ClawHubM2Alpha4 areas
CoverageExperimental0%
QualityAlpha58%
CompletenessAlpha62%
None
Kubernetes hostingM2Alpha4 areas
CoverageExperimental0%
QualityAlpha55%
CompletenessAlpha61%
None
Feishu, QQ Bot, WeChat, Yuanbao, Zalo, Zalo Personal, regional channelsM2Alpha4 areas
CoverageExperimental0%
QualityAlpha55%
CompletenessAlpha58%
None
Mattermost, LINE, IRC, Nextcloud Talk, Nostr, Twitch, Tlon, Synology ChatM2Alpha4 areas
CoverageExperimental0%
QualityAlpha53%
CompletenessAlpha54%
None
OpenClaw App SDKM2Alpha6 areas
CoverageExperimental3%
QualityAlpha54%
CompletenessAlpha53%
None
Nix install pathM1Experimental5 areas
CoverageExperimental0%
QualityExperimental41%
CompletenessExperimental44%
None
Voice Call channelM1Experimental5 areas
CoverageExperimental0%
QualityExperimental41%
CompletenessExperimental44%
None
watchOS companion surfacesM1Experimental5 areas
CoverageExperimental0%
QualityExperimental41%
CompletenessExperimental44%
None
Linux companion appM0Planned5 areas
CoverageExperimental0%
QualityExperimental19%
CompletenessExperimental21%
None
Native Windows companion appM0Planned5 areas
CoverageExperimental0%
QualityExperimental19%
CompletenessExperimental21%
None

Core

SurfaceCoverageQualityCompletenessSupport
CLIM4Stable7 areas
CoverageExperimental4%
QualityStable83%
CompletenessStable90%
Partial - 6
Gateway runtimeM4Stable13 areas
CoverageExperimental6%
QualityStable81%
CompletenessStable89%
Partial - 12
Agent RuntimeM3Beta9 areas
CoverageExperimental33%
QualityBeta78%
CompletenessBeta79%
Partial - 6
Session, memory, and context engineM3Beta9 areas
CoverageExperimental30%
QualityBeta77%
CompletenessBeta79%
Partial - 6
Channel frameworkM3Beta8 areas
CoverageExperimental13%
QualityBeta76%
CompletenessBeta79%
Partial - 5
ObservabilityM3Beta5 areas
CoverageExperimental18%
QualityBeta75%
CompletenessBeta79%
Partial - 3
Gateway Web AppM3Beta6 areas
CoverageExperimental4%
QualityBeta74%
CompletenessBeta79%
None
PluginsM3Beta9 areas
CoverageExperimental12%
QualityBeta72%
CompletenessBeta79%
Partial - 7
Security, auth, pairing, and secretsM3Beta6 areas
CoverageExperimental16%
QualityBeta72%
CompletenessBeta79%
Partial - 5
Automation: cron, hooks, tasks, pollingM3Beta6 areas
CoverageExperimental2%
QualityBeta72%
CompletenessBeta79%
None
Media understanding and media generationM2Alpha6 areas
CoverageExperimental2%
QualityAlpha64%
CompletenessAlpha68%
None
Voice and realtime talkM2Alpha6 areas
CoverageExperimental0%
QualityAlpha61%
CompletenessAlpha68%
None
TUIM2Alpha5 areas
CoverageExperimental0%
QualityAlpha59%
CompletenessAlpha66%
None
ClawHubM2Alpha4 areas
CoverageExperimental0%
QualityAlpha58%
CompletenessAlpha62%
None
OpenClaw App SDKM2Alpha6 areas
CoverageExperimental3%
QualityAlpha54%
CompletenessAlpha53%
None

Platform

SurfaceCoverageQualityCompletenessSupport
Linux Gateway hostM4Stable5 areas
CoverageExperimental0%
QualityBeta75%
CompletenessStable89%
Partial - 4
macOS Gateway hostM4Stable7 areas
CoverageExperimental0%
QualityBeta74%
CompletenessStable88%
None
Android appM4Stable7 areas
CoverageExperimental0%
QualityStable80%
CompletenessStable80%
None
iOS appM4Stable8 areas
CoverageExperimental0%
QualityStable80%
CompletenessStable80%
None
Docker and Podman hostingM3Beta4 areas
CoverageExperimental7%
QualityBeta71%
CompletenessBeta79%
None
Windows via WSL2M3Beta6 areas
CoverageExperimental6%
QualityAlpha69%
CompletenessBeta79%
Partial - 5
Raspberry Pi and small Linux devicesM3Beta4 areas
CoverageExperimental0%
QualityAlpha67%
CompletenessBeta79%
None
macOS companion appM3Beta8 areas
CoverageExperimental0%
QualityAlpha66%
CompletenessBeta78%
None
Native WindowsM2Alpha4 areas
CoverageExperimental0%
QualityAlpha58%
CompletenessAlpha66%
Partial - 1
Kubernetes hostingM2Alpha4 areas
CoverageExperimental0%
QualityAlpha55%
CompletenessAlpha61%
None
Nix install pathM1Experimental5 areas
CoverageExperimental0%
QualityExperimental41%
CompletenessExperimental44%
None
watchOS companion surfacesM1Experimental5 areas
CoverageExperimental0%
QualityExperimental41%
CompletenessExperimental44%
None
Linux companion appM0Planned5 areas
CoverageExperimental0%
QualityExperimental19%
CompletenessExperimental21%
None
Native Windows companion appM0Planned5 areas
CoverageExperimental0%
QualityExperimental19%
CompletenessExperimental21%
None

Channel

SurfaceCoverageQualityCompletenessSupport
DiscordM4Stable6 areas
CoverageExperimental0%
QualityBeta73%
CompletenessStable87%
Partial - 4
TelegramM3Beta5 areas
CoverageExperimental0%
QualityAlpha68%
CompletenessBeta78%
Full - 5
SlackM3Beta5 areas
CoverageExperimental0%
QualityAlpha66%
CompletenessBeta78%
Full - 5
iMessage and BlueBubblesM3Beta5 areas
CoverageExperimental0%
QualityAlpha66%
CompletenessBeta78%
None
WhatsAppM3Beta5 areas
CoverageExperimental0%
QualityAlpha66%
CompletenessBeta78%
None
MatrixM2Alpha6 areas
CoverageExperimental0%
QualityAlpha60%
CompletenessAlpha67%
None
Google ChatM2Alpha5 areas
CoverageExperimental0%
QualityAlpha59%
CompletenessAlpha66%
None
Microsoft TeamsM2Alpha5 areas
CoverageExperimental0%
QualityAlpha59%
CompletenessAlpha66%
None
SignalM2Alpha5 areas
CoverageExperimental0%
QualityAlpha59%
CompletenessAlpha66%
None
Feishu, QQ Bot, WeChat, Yuanbao, Zalo, Zalo Personal, regional channelsM2Alpha4 areas
CoverageExperimental0%
QualityAlpha55%
CompletenessAlpha58%
None
Mattermost, LINE, IRC, Nextcloud Talk, Nostr, Twitch, Tlon, Synology ChatM2Alpha4 areas
CoverageExperimental0%
QualityAlpha53%
CompletenessAlpha54%
None
Voice Call channelM1Experimental5 areas
CoverageExperimental0%
QualityExperimental41%
CompletenessExperimental44%
None

Provider and tool

SurfaceCoverageQualityCompletenessSupport
Browser automation, exec, and sandbox toolsM3Beta3 areas
CoverageExperimental21%
QualityBeta75%
CompletenessBeta79%
Partial - 2
OpenAI and Codex provider pathM3Beta5 areas
CoverageExperimental26%
QualityBeta74%
CompletenessBeta79%
Partial - 3
Web search toolsM3Beta4 areas
CoverageExperimental9%
QualityBeta74%
CompletenessBeta79%
None
Anthropic provider pathM3Beta5 areas
CoverageExperimental0%
QualityBeta71%
CompletenessBeta78%
None
Google provider pathM3Beta5 areas
CoverageExperimental0%
QualityAlpha66%
CompletenessBeta78%
None
OpenRouter provider pathM3Beta4 areas
CoverageExperimental0%
QualityAlpha66%
CompletenessBeta78%
None
Image, video, and music generation toolsM2Alpha5 areas
CoverageExperimental0%
QualityAlpha61%
CompletenessAlpha68%
None
Local model providers: Ollama, vLLM, SGLang, LM StudioM2Alpha5 areas
CoverageExperimental0%
QualityAlpha61%
CompletenessAlpha68%
None
Long-tail hosted providersM2Alpha3 areas
CoverageExperimental0%
QualityAlpha61%
CompletenessAlpha68%
None

QA evidence summary

The checks below show which scorecard areas were exercised by QA profile evidence.

Full taxonomy validation 2026-06-23T07:24:36.128Z 96 checks - 94 passed, 2 blocked 0 of 281 (0%) areas - 20 of 1675 (1.2%) features - 77 of 1665 (4.6%) 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.

Agent Runtime - 9 areas

8 partially reviewed / 1 needs review

AreaFeatures / coverage IDsFollow-up
Agent Turn Execution Partially reviewed - Full taxonomy validation
0 of 3 (0%) / 7 of 24 (29.2%) 17 capability gaps
External Runtimes and Subagents Partially reviewed - Full taxonomy validation
0 of 4 (0%) / 3 of 10 (30%) 7 capability gaps
Hosted Provider Execution Partially reviewed - Full taxonomy validation
1 of 5 (20%) / 1 of 5 (20%) 4 capability gaps
Local and Self-hosted Providers Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Model and Runtime Selection Partially reviewed - Full taxonomy validation
0 of 4 (0%) / 2 of 8 (25%) 6 capability gaps
Provider Auth Partially reviewed - Full taxonomy validation
0 of 10 (0%) / 4 of 17 (23.5%) 13 capability gaps
Streaming and Progress Partially reviewed - Full taxonomy validation
0 of 2 (0%) / 5 of 9 (55.6%) 4 capability gaps
Tool Calls and Response Handling Partially reviewed - Full taxonomy validation
0 of 3 (0%) / 15 of 23 (65.2%) 8 capability gaps
Tool Execution Controls Partially reviewed - Full taxonomy validation
0 of 6 (0%) / 6 of 12 (50%) 6 capability gaps
Android app - 7 areas

7 needs review

AreaFeatures / coverage IDsFollow-up
Connection Setup Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Device Runtime Needs review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps
Distribution Needs review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps
Media Capture Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Mobile Chat Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Settings Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Voice Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Anthropic provider path - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up
Media Inputs Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Model and Runtime Selection Needs review - Full taxonomy validation
0 of 10 (0%) / 0 of 12 (0%) 12 capability gaps
Prompt Cache and Context Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Provider Auth and Recovery Needs review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps
Request Transport and Turn Semantics Needs review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps
Automation: cron, hooks, tasks, polling - 6 areas

5 needs review / 1 partially reviewed

AreaFeatures / coverage IDsFollow-up
Automation Hooks Needs review - Full taxonomy validation
0 of 11 (0%) / 0 of 11 (0%) 11 capability gaps
Background Tasks and Flows Needs review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps
Cron Jobs Needs review - Full taxonomy validation
0 of 15 (0%) / 0 of 15 (0%) 15 capability gaps
Event Ingress Needs review - Full taxonomy validation
0 of 15 (0%) / 0 of 15 (0%) 15 capability gaps
Heartbeat Partially reviewed - Full taxonomy validation
0 of 5 (0%) / 1 of 7 (14.3%) 6 capability gaps
Polling Controls Needs review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps
Browser automation, exec, and sandbox tools - 3 areas

2 partially reviewed / 1 needs review

AreaFeatures / coverage IDsFollow-up
Browser Automation Partially reviewed - Full taxonomy validation
1 of 8 (12.5%) / 1 of 8 (12.5%) 7 capability gaps
Sandbox and Tool Policy Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps
Tool Invocation and Execution Partially reviewed - Full taxonomy validation
2 of 6 (33.3%) / 4 of 8 (50%) 4 capability gaps
Gateway Web App - 6 areas

3 needs review / 3 partially reviewed

AreaFeatures / coverage IDsFollow-up
Browser Access and Trust Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Browser Realtime Talk Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Browser UI Partially reviewed - Full taxonomy validation
0 of 10 (0%) / 1 of 12 (8.3%) 11 capability gaps
Configuration Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Operator Console Partially reviewed - Full taxonomy validation
0 of 10 (0%) / 1 of 12 (8.3%) 11 capability gaps
WebChat Conversations Partially reviewed - Full taxonomy validation
0 of 15 (0%) / 2 of 20 (10%) 18 capability gaps
Channel framework - 8 areas

4 needs review / 4 partially reviewed

AreaFeatures / coverage IDsFollow-up
Channel Actions Commands and Approvals Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Channel Setup Partially reviewed - Full taxonomy validation
0 of 5 (0%) / 1 of 7 (14.3%) 6 capability gaps
Conversation Routing and Delivery Partially reviewed - Full taxonomy validation
0 of 10 (0%) / 5 of 27 (18.5%) 22 capability gaps
Group Thread and Ambient Room Behavior Partially reviewed - Full taxonomy validation
0 of 5 (0%) / 4 of 11 (36.4%) 7 capability gaps
Inbound Access and Identity Gates Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Media Attachments and Rich Channel Data Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Outbound Delivery and Reply Pipeline Partially reviewed - Full taxonomy validation
0 of 4 (0%) / 8 of 21 (38.1%) 13 capability gaps
Status Health and Operator Controls Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 6 (0%) 6 capability gaps
ClawHub - 4 areas

4 needs review

AreaFeatures / coverage IDsFollow-up
Catalog Discovery Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Compatibility and Trust Needs review - Full taxonomy validation
0 of 12 (0%) / 0 of 12 (0%) 12 capability gaps
Plugin Lifecycle and Health Needs review - Full taxonomy validation
0 of 26 (0%) / 0 of 26 (0%) 26 capability gaps
Publishing Needs review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps
CLI - 7 areas

5 needs review / 2 partially reviewed

AreaFeatures / coverage IDsFollow-up
CLI Observability Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
CLI Setup Partially reviewed - Full taxonomy validation
1 of 6 (16.7%) / 1 of 6 (16.7%) 5 capability gaps
Doctor Needs review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps
Gateway Service Management Partially reviewed - Full taxonomy validation
0 of 5 (0%) / 1 of 7 (14.3%) 6 capability gaps
Onboarding and Auth Setup Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Plugin and Channel Setup Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Updates and Upgrades Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Discord - 6 areas

6 needs review

AreaFeatures / coverage IDsFollow-up
Access and Identity Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps
Channel Setup and Operations Needs review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps
Conversation Routing and Delivery Needs review - Full taxonomy validation
0 of 12 (0%) / 0 of 12 (0%) 12 capability gaps
Media and Rich Content Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Native Controls and Approvals Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Realtime Voice and Calls Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Docker and Podman hosting - 4 areas

3 needs review / 1 partially reviewed

AreaFeatures / coverage IDsFollow-up
Agent Sandbox and Tooling Needs review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps
Container Operations Needs review - Full taxonomy validation
0 of 11 (0%) / 0 of 11 (0%) 11 capability gaps
Container Setup Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps
Image Release and Validation Partially reviewed - Full taxonomy validation
1 of 5 (20%) / 2 of 7 (28.6%) 5 capability gaps
Feishu, QQ Bot, WeChat, Yuanbao, Zalo, Zalo Personal, regional channels - 4 areas

4 needs review

AreaFeatures / coverage IDsFollow-up
Access and Identity Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Channel Setup and Operations Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps
Conversation Routing and Delivery Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Media and Rich Content Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Gateway runtime - 13 areas

9 needs review / 4 partially reviewed

AreaFeatures / coverage IDsFollow-up
Approvals and Remote Execution Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps
Device Auth and Pairing Needs review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps
Gateway Lifecycle Partially reviewed - Full taxonomy validation
0 of 7 (0%) / 4 of 12 (33.3%) 8 capability gaps
Gateway RPC APIs and Events Partially reviewed - Full taxonomy validation
0 of 20 (0%) / 2 of 22 (9.1%) 20 capability gaps
Health, Diagnostics, and Repair Needs review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps
Hosted Web Surface Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
HTTP APIs Partially reviewed - Full taxonomy validation
1 of 4 (25%) / 1 of 4 (25%) 3 capability gaps
Network Access and Discovery Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps
Nodes and Remote Capabilities Needs review - Full taxonomy validation
0 of 8 (0%) / 0 of 8 (0%) 8 capability gaps
Protocol Compatibility Needs review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps
Roles and Permissions Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Security Controls Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps
WebSocket Connection Partially reviewed - Full taxonomy validation
1 of 8 (12.5%) / 1 of 8 (12.5%) 7 capability gaps
Google Chat - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up
Access and Identity Needs review - Full taxonomy validation
0 of 11 (0%) / 0 of 11 (0%) 11 capability gaps
Channel Setup and Operations Needs review - Full taxonomy validation
0 of 16 (0%) / 0 of 16 (0%) 16 capability gaps
Conversation Routing and Delivery Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Media and Rich Content Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Native Controls and Approvals Needs review - Full taxonomy validation
0 of 16 (0%) / 0 of 16 (0%) 16 capability gaps
Google provider path - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up
Direct Gemini Runtime Needs review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps
Media, Search, and Realtime Needs review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps
Model Routing and Endpoints Needs review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps
Prompt Caching Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Provider Setup and Credentials Needs review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps
Image, video, and music generation tools - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up
Image Generation Needs review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps
Media Routing and Discovery Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Music Generation Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps
Task Lifecycle and Delivery Needs review - Full taxonomy validation
0 of 12 (0%) / 0 of 12 (0%) 12 capability gaps
Video Generation Needs review - Full taxonomy validation
0 of 11 (0%) / 0 of 11 (0%) 11 capability gaps
iMessage and BlueBubbles - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up
Access and Identity Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps
Channel Setup and Operations Needs review - Full taxonomy validation
0 of 11 (0%) / 0 of 11 (0%) 11 capability gaps
Conversation Routing and Delivery Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Media and Rich Content Needs review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps
Native Controls and Approvals Needs review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps
iOS app - 8 areas

8 needs review

AreaFeatures / coverage IDsFollow-up
Canvas and Screen Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Chat and Sessions Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Device Commands Needs review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps
Distribution Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Gateway Setup and Diagnostics Needs review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps
Media and Sharing Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Notifications and Background Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Voice Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Kubernetes hosting - 4 areas

4 needs review

AreaFeatures / coverage IDsFollow-up
Access and Exposure Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Cluster Lifecycle Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Configuration and Secrets Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Deployment Setup Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Linux companion app - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up
App Distribution Needs review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps
Chat and Sessions Needs review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps
Desktop Capabilities Needs review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps
Gateway Connectivity Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Status and Diagnostics Needs review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps
Linux Gateway host - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up
Deployment Targets Needs review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps
Diagnostics and Repair Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Gateway Runtime and Service Control Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps
Host Setup and Updates Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Remote Access and Security Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps
Local model providers: Ollama, vLLM, SGLang, LM Studio - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up
Local Memory and Embeddings Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Native Provider Plugins Needs review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps
Network Safety and Prompt Controls Needs review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps
OpenAI-Compatible Runtime Compatibility Needs review - Full taxonomy validation
0 of 8 (0%) / 0 of 8 (0%) 8 capability gaps
Provider Setup, Lifecycle, and Diagnostics Needs review - Full taxonomy validation
0 of 12 (0%) / 0 of 12 (0%) 12 capability gaps
Long-tail hosted providers - 3 areas

3 needs review

AreaFeatures / coverage IDsFollow-up
Hosted LLM Providers Needs review - Full taxonomy validation
0 of 12 (0%) / 0 of 12 (0%) 12 capability gaps
Hosted Media Providers Needs review - Full taxonomy validation
0 of 8 (0%) / 0 of 8 (0%) 8 capability gaps
Provider Operations Needs review - Full taxonomy validation
0 of 12 (0%) / 0 of 12 (0%) 12 capability gaps
macOS companion app - 8 areas

8 needs review

AreaFeatures / coverage IDsFollow-up
Canvas Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Local Setup Needs review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps
Native Capabilities Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Remote Connections Needs review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps
Remote WebChat Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Status and Settings Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Voice and Talk Needs review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps
WebChat Needs review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps
macOS Gateway host - 7 areas

7 needs review

AreaFeatures / coverage IDsFollow-up
CLI Setup Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Diagnostics and Observability Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Gateway Service Lifecycle Needs review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps
Local Gateway Integration Needs review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps
Permissions and Native Capabilities Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Profiles and Isolation Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Remote Gateway Mode Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Matrix - 6 areas

6 needs review

AreaFeatures / coverage IDsFollow-up
Access and Identity Needs review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps
Channel Setup and Operations Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Conversation Routing and Delivery Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Encryption and Verification Needs review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps
Media and Rich Content Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Native Controls and Approvals Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps
Mattermost, LINE, IRC, Nextcloud Talk, Nostr, Twitch, Tlon, Synology Chat - 4 areas

4 needs review

AreaFeatures / coverage IDsFollow-up
Access and Identity Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Channel Setup and Operations Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Conversation Routing and Delivery Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Media and Rich Content Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Media understanding and media generation - 6 areas

4 needs review / 2 partially reviewed

AreaFeatures / coverage IDsFollow-up
Channel Media Handling Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Media Configuration Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Media Generation Partially reviewed - Full taxonomy validation
1 of 17 (5.9%) / 1 of 19 (5.3%) 18 capability gaps
Media Intake and Access Needs review - Full taxonomy validation
0 of 8 (0%) / 0 of 8 (0%) 8 capability gaps
Media Understanding Partially reviewed - Full taxonomy validation
0 of 12 (0%) / 1 of 14 (7.1%) 13 capability gaps
Text-to-Speech Delivery Needs review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps
Microsoft Teams - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up
Access and Identity Needs review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps
Channel Setup and Operations Needs review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps
Conversation Routing and Delivery Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Media and Rich Content Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Native Controls and Approvals Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Native Windows - 4 areas

4 needs review

AreaFeatures / coverage IDsFollow-up
CLI Needs review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps
Gateway Management Needs review - Full taxonomy validation
0 of 11 (0%) / 0 of 11 (0%) 11 capability gaps
Networking Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Updates Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Native Windows companion app - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up
Chat Sessions Needs review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps
Desktop Tools and Permissions Needs review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps
Gateway Connection Needs review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps
Installation and Updates Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Status and Repair Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Nix install path - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up
Activation and App UX Needs review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps
Config and State Needs review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps
Install Handoff Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Plugin Lifecycle Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Service Runtime and Guards Needs review - Full taxonomy validation
0 of 8 (0%) / 0 of 8 (0%) 8 capability gaps
OpenAI and Codex provider path - 5 areas

2 needs review / 3 partially reviewed

AreaFeatures / coverage IDsFollow-up
Image and Multimodal Input Needs review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps
Model and Auth Partially reviewed - Full taxonomy validation
1 of 6 (16.7%) / 4 of 9 (44.4%) 5 capability gaps
Native Codex Harness Partially reviewed - Full taxonomy validation
0 of 2 (0%) / 4 of 9 (44.4%) 5 capability gaps
Responses and Tool Compatibility Partially reviewed - Full taxonomy validation
1 of 4 (25%) / 2 of 5 (40%) 3 capability gaps
Voice and Realtime Audio Needs review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps
OpenClaw App SDK - 6 areas

5 needs review / 1 partially reviewed

AreaFeatures / coverage IDsFollow-up
Agent Conversations Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps
Client API Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Compatibility Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Events and Approvals Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Gateway Access Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Resource Helpers Partially reviewed - Full taxonomy validation
0 of 5 (0%) / 1 of 6 (16.7%) 5 capability gaps
OpenRouter provider path - 4 areas

4 needs review

AreaFeatures / coverage IDsFollow-up
Chat Runtime and Normalization Needs review - Full taxonomy validation
0 of 15 (0%) / 0 of 15 (0%) 15 capability gaps
Media Generation and Speech Needs review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps
Provider Recovery and Diagnostics Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Provider Setup and Auth Needs review - Full taxonomy validation
0 of 14 (0%) / 0 of 14 (0%) 14 capability gaps
Plugins - 9 areas

6 needs review / 3 partially reviewed

AreaFeatures / coverage IDsFollow-up
Authoring and Packaging plugins Needs review - Full taxonomy validation
0 of 8 (0%) / 0 of 8 (0%) 8 capability gaps
Bundled plugins Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Canvas plugin Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps
Channel plugins Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Installing and running plugins Partially reviewed - Full taxonomy validation
0 of 6 (0%) / 7 of 20 (35%) 13 capability gaps
Plugin approvals Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps
Provider and tool plugins Partially reviewed - Full taxonomy validation
1 of 6 (16.7%) / 9 of 21 (42.9%) 12 capability gaps
Publishing plugins Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps
Testing plugins Partially reviewed - Full taxonomy validation
0 of 6 (0%) / 3 of 11 (27.3%) 8 capability gaps
Raspberry Pi and small Linux devices - 4 areas

4 needs review

AreaFeatures / coverage IDsFollow-up
Gateway Runtime Needs review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps
Performance and Diagnostics Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Remote Access and Auth Needs review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps
Setup and Compatibility Needs review - Full taxonomy validation
0 of 12 (0%) / 0 of 12 (0%) 12 capability gaps
Security, auth, pairing, and secrets - 6 areas

2 partially reviewed / 4 needs review

AreaFeatures / coverage IDsFollow-up
Approval Policy and Tool Safeguards Partially reviewed - Full taxonomy validation
0 of 2 (0%) / 3 of 6 (50%) 3 capability gaps
Channel Access Control Needs review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps
Credential and Secret Hygiene Partially reviewed - Full taxonomy validation
0 of 5 (0%) / 5 of 11 (45.5%) 6 capability gaps
Device and Node Pairing Needs review - Full taxonomy validation
0 of 11 (0%) / 0 of 11 (0%) 11 capability gaps
Gateway Auth and Remote Access Needs review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps
Plugin Trust Needs review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps
Session, memory, and context engine - 9 areas

2 needs review / 7 partially reviewed

AreaFeatures / coverage IDsFollow-up
CLI Session and Transcript Management Needs review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps
Context Engine Partially reviewed - Full taxonomy validation
0 of 2 (0%) / 4 of 7 (57.1%) 3 capability gaps
Core Prompts and Context Partially reviewed - Full taxonomy validation
0 of 2 (0%) / 3 of 8 (37.5%) 5 capability gaps
Cross-client History and Session Parity Partially reviewed - Full taxonomy validation
0 of 2 (0%) / 2 of 5 (40%) 3 capability gaps
Diagnostics, Maintenance, and Recovery Partially reviewed - Full taxonomy validation
0 of 3 (0%) / 4 of 10 (40%) 6 capability gaps
Memory Partially reviewed - Full taxonomy validation
0 of 5 (0%) / 6 of 13 (46.2%) 7 capability gaps
Session Routing Partially reviewed - Full taxonomy validation
0 of 2 (0%) / 1 of 4 (25%) 3 capability gaps
Token Management Partially reviewed - Full taxonomy validation
0 of 3 (0%) / 2 of 10 (20%) 8 capability gaps
Transcript Persistence Needs review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps
Signal - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up
Access and Identity Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps
Channel Setup and Operations Needs review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps
Conversation Routing and Delivery Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Media and Rich Content Needs review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps
Native Controls and Approvals Needs review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps
Slack - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up
Access and Identity Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Channel Setup and Operations Needs review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps
Conversation Routing and Delivery Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Media and Rich Content Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Native Controls and Approvals Needs review - Full taxonomy validation
0 of 8 (0%) / 0 of 8 (0%) 8 capability gaps
Telegram - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up
Access and Identity Needs review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps
Channel Setup and Operations Needs review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps
Conversation Routing and Delivery Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Media and Rich Content Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Native Controls and Approvals Needs review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps
Observability - 5 areas

3 partially reviewed / 2 needs review

AreaFeatures / coverage IDsFollow-up
Diagnostic Collection Partially reviewed - Full taxonomy validation
1 of 8 (12.5%) / 3 of 10 (30%) 7 capability gaps
Health and Repair Partially reviewed - Full taxonomy validation
1 of 12 (8.3%) / 5 of 18 (27.8%) 13 capability gaps
Logging Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Session Diagnostics Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Telemetry Export Partially reviewed - Full taxonomy validation
1 of 13 (7.7%) / 7 of 21 (33.3%) 14 capability gaps
TUI - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up
Input and Commands Needs review - Full taxonomy validation
0 of 8 (0%) / 0 of 8 (0%) 8 capability gaps
Local Shell Execution Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Rendering and Output Safety Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Runtime Modes Needs review - Full taxonomy validation
0 of 14 (0%) / 0 of 14 (0%) 14 capability gaps
Session Management Needs review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps
Voice and realtime talk - 6 areas

6 needs review

AreaFeatures / coverage IDsFollow-up
Native App Talk Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Realtime Talk Sessions Needs review - Full taxonomy validation
0 of 11 (0%) / 0 of 11 (0%) 11 capability gaps
Speech and Transcription Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Talk Observability Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Talk Providers Needs review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps
Voice Wake and Routing Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Voice Call channel - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up
Access and Identity Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Channel Setup and Operations Needs review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps
Conversation Routing and Delivery Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%) 1 capability gap
Media and Rich Content Needs review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps
Realtime Voice and Calls Needs review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps
watchOS companion surfaces - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up
Delivery and Recovery Needs review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps
Distribution and Support Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps
Exec Approvals Needs review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps
Notifications and Replies Needs review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps
Watch App UI Needs review - Full taxonomy validation
0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps
Web search tools - 4 areas

2 needs review / 2 partially reviewed

AreaFeatures / coverage IDsFollow-up
Network Safety Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Search Providers Partially reviewed - Full taxonomy validation
2 of 19 (10.5%) / 2 of 19 (10.5%) 17 capability gaps
Setup and Diagnostics Needs review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps
Tool Availability and Fetch Partially reviewed - Full taxonomy validation
2 of 11 (18.2%) / 3 of 12 (25%) 9 capability gaps
WhatsApp - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up
Access and Identity Needs review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps
Channel Setup and Operations Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps
Conversation Routing and Delivery Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps
Media and Rich Content Needs review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps
Native Controls and Approvals Needs review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps
Windows via WSL2 - 6 areas

5 needs review / 1 partially reviewed

AreaFeatures / coverage IDsFollow-up
Browser and Control UI Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps
CLI Needs review - Full taxonomy validation
0 of 8 (0%) / 0 of 8 (0%) 8 capability gaps
Diagnostics and Repair Partially reviewed - Full taxonomy validation
1 of 6 (16.7%) / 3 of 8 (37.5%) 5 capability gaps
Gateway Access and Exposure Needs review - Full taxonomy validation
0 of 11 (0%) / 0 of 11 (0%) 11 capability gaps
Gateway Service Lifecycle Needs review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps
WSL Setup Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps

Last updated: 2026-06-22

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