Release and CI
Maturity scorecard
Reference Release and CI
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 - 6%
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
Experimental 0-50%
Alpha 50-70%
Beta 70-80%
Stable 80-95%
Clawesome 95-100%
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
CLI M4 Stable 7 areas
Coverage Experimental 14%
Quality Stable 83%
Completeness Stable 90%
Partial - 6
Core
CLI M4 Stable 7 areas
Coverage Experimental 14%
Quality Stable 83%
Completeness Stable 90%
Partial - 6
QA evidence summary
The checks below show which scorecard areas were exercised by QA profile evidence.
Full taxonomy validation
2026-08-02T16:03:38.894Z
279 checks - 218 passed, 5 failed, 49 blocked, 7 skipped
6 of 281 (2.1%) areas - 133 of 2002 (6.6%) features - 133 of 2002 (6.6%) 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
7 partially reviewed / 2 needs review
Agent Turn Execution
Partially reviewed - Full taxonomy validation
2 of 28 (7.1%) / 2 of 28 (7.1%)
26 capability gaps
External Runtimes and Subagents
Partially reviewed - Full taxonomy validation
3 of 10 (30%) / 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
1 of 11 (9.1%) / 1 of 11 (9.1%)
10 capability gaps
Provider Auth
Needs review - Full taxonomy validation
0 of 17 (0%) / 0 of 17 (0%)
17 capability gaps
Streaming and Progress
Partially reviewed - Full taxonomy validation
2 of 9 (22.2%) / 2 of 9 (22.2%)
7 capability gaps
Tool Calls and Response Handling
Partially reviewed - Full taxonomy validation
5 of 26 (19.2%) / 5 of 26 (19.2%)
21 capability gaps
Tool Execution Controls
Partially reviewed - Full taxonomy validation
4 of 12 (33.3%) / 4 of 12 (33.3%)
8 capability gaps
Android app - 7 areas
7 needs review
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
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 12 (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
OpenClaw App SDK - 6 areas
6 needs review
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
Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%)
6 capability gaps
Automation: cron, hooks, tasks, polling - 6 areas
5 needs review / 1 partially reviewed
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 22 (0%) / 0 of 22 (0%)
22 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
1 of 7 (14.3%) / 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
Channel framework - 8 areas
7 partially reviewed / 1 needs review
Channel Actions Commands and Approvals
Partially reviewed - Full taxonomy validation
1 of 5 (20%) / 1 of 5 (20%)
4 capability gaps
Channel Setup
Needs review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%)
7 capability gaps
Conversation Routing and Delivery
Partially reviewed - Full taxonomy validation
4 of 31 (12.9%) / 4 of 31 (12.9%)
27 capability gaps
Group Thread and Ambient Room Behavior
Partially reviewed - Full taxonomy validation
4 of 13 (30.8%) / 4 of 13 (30.8%)
9 capability gaps
Inbound Access and Identity Gates
Partially reviewed - Full taxonomy validation
3 of 8 (37.5%) / 3 of 8 (37.5%)
5 capability gaps
Media Attachments and Rich Channel Data
Partially reviewed - Full taxonomy validation
2 of 4 (50%) / 2 of 4 (50%)
2 capability gaps
Outbound Delivery and Reply Pipeline
Partially reviewed - Full taxonomy validation
4 of 30 (13.3%) / 4 of 30 (13.3%)
26 capability gaps
Status Health and Operator Controls
Partially reviewed - Full taxonomy validation
1 of 6 (16.7%) / 1 of 6 (16.7%)
5 capability gaps
ClawHub - 4 areas
3 needs review / 1 partially reviewed
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
Partially reviewed - Full taxonomy validation
2 of 26 (7.7%) / 2 of 26 (7.7%)
24 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
CLI Observability
Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)
5 capability gaps
CLI Setup
Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%)
6 capability gaps
Doctor
Needs review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%)
10 capability gaps
Gateway Service Management
Needs review - Full taxonomy validation
0 of 7 (0%) / 0 of 7 (0%)
7 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
Partially reviewed - Full taxonomy validation
1 of 5 (20%) / 1 of 5 (20%)
4 capability gaps
Updates and Upgrades
Partially reviewed - Full taxonomy validation
4 of 5 (80%) / 4 of 5 (80%)
1 capability gap
Mattermost, LINE, IRC, Nextcloud Talk, Nostr, Twitch, Tlon, Synology Chat - 4 areas
4 needs review
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
Docker and Podman hosting - 4 areas
3 partially reviewed / 1 needs review
Agent Sandbox and Tooling
Partially reviewed - Full taxonomy validation
1 of 3 (33.3%) / 1 of 3 (33.3%)
2 capability gaps
Container Operations
Partially reviewed - Full taxonomy validation
1 of 11 (9.1%) / 1 of 11 (9.1%)
10 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
2 of 7 (28.6%) / 2 of 7 (28.6%)
5 capability gaps
Gateway Web App - 6 areas
5 needs review / 1 partially reviewed
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
Needs review - Full taxonomy validation
0 of 12 (0%) / 0 of 12 (0%)
12 capability gaps
Configuration
Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)
5 capability gaps
Operator Console
Needs review - Full taxonomy validation
0 of 12 (0%) / 0 of 12 (0%)
12 capability gaps
WebChat Conversations
Partially reviewed - Full taxonomy validation
2 of 20 (10%) / 2 of 20 (10%)
18 capability gaps
Discord - 6 areas
2 needs review / 3 partially reviewed / 1 ready
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
Partially reviewed - Full taxonomy validation
3 of 12 (25%) / 3 of 12 (25%)
9 capability gaps
Media and Rich Content
Ready - Full taxonomy validation
1 of 1 (100%) / 1 of 1 (100%)
None
Native Controls and Approvals
Partially reviewed - Full taxonomy validation
1 of 5 (20%) / 1 of 5 (20%)
4 capability gaps
Realtime Voice and Calls
Partially reviewed - Full taxonomy validation
1 of 5 (20%) / 1 of 5 (20%)
4 capability gaps
Gateway runtime - 13 areas
10 needs review / 3 partially reviewed
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
2 of 12 (16.7%) / 2 of 12 (16.7%)
10 capability gaps
Gateway RPC APIs and Events
Partially reviewed - Full taxonomy validation
4 of 22 (18.2%) / 4 of 22 (18.2%)
18 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
Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)
4 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
5 of 8 (62.5%) / 5 of 8 (62.5%)
3 capability gaps
Google provider path - 5 areas
5 needs review
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
Google Chat - 5 areas
5 needs review
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
Long-tail hosted providers - 3 areas
2 needs review / 1 partially reviewed
Hosted LLM Providers
Needs review - Full taxonomy validation
0 of 12 (0%) / 0 of 12 (0%)
12 capability gaps
Hosted Media Providers
Partially reviewed - Full taxonomy validation
2 of 8 (25%) / 2 of 8 (25%)
6 capability gaps
Provider Operations
Needs review - Full taxonomy validation
0 of 12 (0%) / 0 of 12 (0%)
12 capability gaps
iMessage and BlueBubbles - 5 areas
5 needs review
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
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
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
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
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
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
macOS companion app - 8 areas
8 needs review
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
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
2 partially reviewed / 1 needs review / 3 ready
Access and Identity
Partially reviewed - Full taxonomy validation
5 of 7 (71.4%) / 5 of 7 (71.4%)
2 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
Ready - Full taxonomy validation
1 of 1 (100%) / 1 of 1 (100%)
None
Encryption and Verification
Ready - Full taxonomy validation
3 of 3 (100%) / 3 of 3 (100%)
None
Media and Rich Content
Ready - Full taxonomy validation
1 of 1 (100%) / 1 of 1 (100%)
None
Native Controls and Approvals
Partially reviewed - Full taxonomy validation
2 of 6 (33.3%) / 2 of 6 (33.3%)
4 capability gaps
Image, video, and music generation tools - 5 areas
5 needs review
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
Media understanding and media generation - 6 areas
3 needs review / 2 partially reviewed / 1 ready
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 21 (4.8%) / 1 of 21 (4.8%)
20 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
1 of 14 (7.1%) / 1 of 14 (7.1%)
13 capability gaps
Text-to-Speech Delivery
Ready - Full taxonomy validation
2 of 2 (100%) / 2 of 2 (100%)
None
Microsoft Teams - 5 areas
5 needs review
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
Nix install path - 5 areas
5 needs review
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
Observability - 5 areas
3 partially reviewed / 2 needs review
Diagnostic Collection
Partially reviewed - Full taxonomy validation
1 of 10 (10%) / 1 of 10 (10%)
9 capability gaps
Health and Repair
Needs review - Full taxonomy validation
0 of 18 (0%) / 0 of 18 (0%)
18 capability gaps
Logging
Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)
5 capability gaps
Session Diagnostics
Partially reviewed - Full taxonomy validation
1 of 4 (25%) / 1 of 4 (25%)
3 capability gaps
Telemetry Export
Partially reviewed - Full taxonomy validation
5 of 26 (19.2%) / 5 of 26 (19.2%)
21 capability gaps
OpenAI and Codex provider path - 5 areas
3 needs review / 2 partially reviewed
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
3 of 9 (33.3%) / 3 of 9 (33.3%)
6 capability gaps
Native Codex Harness
Needs review - Full taxonomy validation
0 of 12 (0%) / 0 of 12 (0%)
12 capability gaps
Responses and Tool Compatibility
Partially reviewed - Full taxonomy validation
1 of 6 (16.7%) / 1 of 6 (16.7%)
5 capability gaps
Voice and Realtime Audio
Needs review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%)
2 capability gaps
OpenRouter provider path - 4 areas
4 needs review
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
7 needs review / 2 partially reviewed
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
6 of 24 (25%) / 6 of 24 (25%)
18 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
3 of 22 (13.6%) / 3 of 22 (13.6%)
19 capability gaps
Publishing plugins
Needs review - Full taxonomy validation
0 of 6 (0%) / 0 of 6 (0%)
6 capability gaps
Testing plugins
Needs review - Full taxonomy validation
0 of 11 (0%) / 0 of 11 (0%)
11 capability gaps
Feishu, QQ Bot, WeChat, Yuanbao, Zalo, Zalo Personal, regional channels - 4 areas
4 needs review
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
Security, auth, pairing, and secrets - 6 areas
2 partially reviewed / 4 needs review
Approval Policy and Tool Safeguards
Partially reviewed - Full taxonomy validation
1 of 6 (16.7%) / 1 of 6 (16.7%)
5 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
3 of 11 (27.3%) / 3 of 11 (27.3%)
8 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
6 needs review / 3 partially reviewed
CLI Session and Transcript Management
Needs review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%)
2 capability gaps
Context Engine
Needs review - Full taxonomy validation
0 of 9 (0%) / 0 of 9 (0%)
9 capability gaps
Core Prompts and Context
Partially reviewed - Full taxonomy validation
1 of 8 (12.5%) / 1 of 8 (12.5%)
7 capability gaps
Cross-client History and Session Parity
Needs review - Full taxonomy validation
0 of 5 (0%) / 0 of 5 (0%)
5 capability gaps
Diagnostics, Maintenance, and Recovery
Needs review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%)
10 capability gaps
Memory
Partially reviewed - Full taxonomy validation
1 of 22 (4.5%) / 1 of 22 (4.5%)
21 capability gaps
Session Routing
Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)
4 capability gaps
Token Management
Partially reviewed - Full taxonomy validation
3 of 10 (30%) / 3 of 10 (30%)
7 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
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
1 needs review / 3 partially reviewed / 1 ready
Access and Identity
Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)
1 capability gap
Channel Setup and Operations
Partially reviewed - Full taxonomy validation
1 of 10 (10%) / 1 of 10 (10%)
9 capability gaps
Conversation Routing and Delivery
Partially reviewed - Full taxonomy validation
4 of 7 (57.1%) / 4 of 7 (57.1%)
3 capability gaps
Media and Rich Content
Ready - Full taxonomy validation
1 of 1 (100%) / 1 of 1 (100%)
None
Native Controls and Approvals
Partially reviewed - Full taxonomy validation
2 of 8 (25%) / 2 of 8 (25%)
6 capability gaps
Raspberry Pi and small Linux devices - 4 areas
4 needs review
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
Telegram - 5 areas
3 needs review / 2 partially reviewed
Access and Identity
Needs review - Full taxonomy validation
0 of 10 (0%) / 0 of 10 (0%)
10 capability gaps
Channel Setup and Operations
Partially reviewed - Full taxonomy validation
2 of 10 (20%) / 2 of 10 (20%)
8 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
Partially reviewed - Full taxonomy validation
3 of 11 (27.3%) / 3 of 11 (27.3%)
8 capability gaps
Browser automation, exec, and sandbox tools - 3 areas
3 needs review
Browser Automation
Needs review - Full taxonomy validation
0 of 8 (0%) / 0 of 8 (0%)
8 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
Needs review - Full taxonomy validation
0 of 8 (0%) / 0 of 8 (0%)
8 capability gaps
TUI - 5 areas
5 needs review
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 Call channel - 5 areas
4 needs review / 1 partially reviewed
Access and Identity
Needs review - Full taxonomy validation
0 of 1 (0%) / 0 of 1 (0%)
1 capability gap
Channel Setup and Operations
Partially reviewed - Full taxonomy validation
1 of 2 (50%) / 1 of 2 (50%)
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 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
Voice and realtime talk - 6 areas
5 needs review / 1 partially reviewed
Native App Talk
Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)
4 capability gaps
Realtime Talk Sessions
Partially reviewed - Full taxonomy validation
2 of 11 (18.2%) / 2 of 11 (18.2%)
9 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
watchOS companion surfaces - 5 areas
5 needs review
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
3 needs review / 1 partially reviewed
Network Safety
Needs review - Full taxonomy validation
0 of 4 (0%) / 0 of 4 (0%)
4 capability gaps
Search Providers
Needs review - Full taxonomy validation
0 of 19 (0%) / 0 of 19 (0%)
19 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 12 (16.7%) / 2 of 12 (16.7%)
10 capability gaps
WhatsApp - 5 areas
5 needs review
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 5 (0%) / 0 of 5 (0%)
5 capability gaps
Native Controls and Approvals
Needs review - Full taxonomy validation
0 of 2 (0%) / 0 of 2 (0%)
2 capability gaps
Native Windows companion app - 5 areas
5 needs review
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
Native Windows - 4 areas
4 needs review
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
Windows via WSL2 - 6 areas
6 needs review
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
Needs review - Full taxonomy validation
0 of 8 (0%) / 0 of 8 (0%)
8 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: 2026-08-02
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