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
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
Core
Platform
Channel
Provider and tool
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.
8 partially reviewed / 1 needs review
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
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 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
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
Gateway Web App - 6 areas
3 needs review / 3 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 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
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
4 needs review
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
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 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
6 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 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
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
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
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
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
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
Image, video, and music generation tools - 5 areas
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
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
Long-tail hosted providers - 3 areas
3 needs review
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
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
6 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 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
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
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
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
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
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
OpenAI and Codex provider path - 5 areas
2 needs review / 3 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
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
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
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
6 needs review / 3 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
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
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
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
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
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
5 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 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
5 needs review
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
3 partially reviewed / 2 needs review
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
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 and realtime talk - 6 areas
6 needs review
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
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
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
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 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
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