Maturity scorecard
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Maturity scorecard
Section titled “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
Section titled “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
Section titled “At a glance”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
Section titled “Score bands”Surface explorer
Section titled “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.
Surface
Coverage
Quality
Completeness
Support
Session, memory, and context engine
Coverage
Experimental
30%
Quality
Beta
77%
Completeness
Beta
79%
Partial - 6
Browser automation, exec, and sandbox tools
Coverage
Experimental
21%
Quality
Beta
75%
Completeness
Beta
79%
Partial - 2
Security, auth, pairing, and secrets
Coverage
Experimental
16%
Quality
Beta
72%
Completeness
Beta
79%
Partial - 5
Media understanding and media generation
Coverage
Experimental
2%
Quality
Alpha
64%
Completeness
Alpha
68%
None
Image, video, and music generation tools
Coverage
Experimental
0%
Quality
Alpha
61%
Completeness
Alpha
68%
None
Local model providers: Ollama, vLLM, SGLang, LM Studio
Coverage
Experimental
0%
Quality
Alpha
61%
Completeness
Alpha
68%
None
Feishu, QQ Bot, WeChat, Yuanbao, Zalo, Zalo Personal, regional channels
Coverage
Experimental
0%
Quality
Alpha
55%
Completeness
Alpha
58%
None
Mattermost, LINE, IRC, Nextcloud Talk, Nostr, Twitch, Tlon, Synology Chat
Coverage
Experimental
0%
Quality
Alpha
53%
Completeness
Alpha
54%
None
watchOS companion surfaces
Coverage
Experimental
0%
Quality
Experimental
41%
Completeness
Experimental
44%
None
Native Windows companion app
Coverage
Experimental
0%
Quality
Experimental
19%
Completeness
Experimental
21%
None
Surface
Coverage
Quality
Completeness
Support
Session, memory, and context engine
Coverage
Experimental
30%
Quality
Beta
77%
Completeness
Beta
79%
Partial - 6
Security, auth, pairing, and secrets
Coverage
Experimental
16%
Quality
Beta
72%
Completeness
Beta
79%
Partial - 5
Media understanding and media generation
Coverage
Experimental
2%
Quality
Alpha
64%
Completeness
Alpha
68%
None
Surface
Coverage
Quality
Completeness
Support
watchOS companion surfaces
Coverage
Experimental
0%
Quality
Experimental
41%
Completeness
Experimental
44%
None
Native Windows companion app
Coverage
Experimental
0%
Quality
Experimental
19%
Completeness
Experimental
21%
None
Surface
Coverage
Quality
Completeness
Support
Feishu, QQ Bot, WeChat, Yuanbao, Zalo, Zalo Personal, regional channels
Coverage
Experimental
0%
Quality
Alpha
55%
Completeness
Alpha
58%
None
Mattermost, LINE, IRC, Nextcloud Talk, Nostr, Twitch, Tlon, Synology Chat
Coverage
Experimental
0%
Quality
Alpha
53%
Completeness
Alpha
54%
None
Surface
Coverage
Quality
Completeness
Support
Browser automation, exec, and sandbox tools
Coverage
Experimental
21%
Quality
Beta
75%
Completeness
Beta
79%
Partial - 2
Image, video, and music generation tools
Coverage
Experimental
0%
Quality
Alpha
61%
Completeness
Alpha
68%
None
Local model providers: Ollama, vLLM, SGLang, LM Studio
Coverage
Experimental
0%
Quality
Alpha
61%
Completeness
Alpha
68%
None
QA evidence summary
Section titled “QA evidence summary”The checks below show which scorecard areas were exercised by QA profile evidence.
Readiness by area
Section titled “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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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
Area
Features / coverage IDs
Follow-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