---
title: "Maturity scorecard"
summary: "OpenClaw release readiness scores for product areas, integrations, and supported workflows."
---

# Maturity scorecard

These scores summarize release readiness across OpenClaw product areas, integrations, and supported workflows.

The current scorecard covers 50 surfaces and 281 capability areas.

## Overall scores

| Basis            | Coverage            | Quality       | Completeness |
| ---------------- | ------------------- | ------------- | ------------ |
| Surface average  | `Experimental (1%)` | `Alpha (63%)` | `Beta (70%)` |
| Category average | `Experimental (1%)` | `Alpha (64%)` | `Beta (71%)` |

- Coverage is derived from QA profile evidence.
- Quality measures reliability and operational confidence.
- Completeness measures how much of the expected user workflow is available.

## Score bands

| Label        | Score range |
| ------------ | ----------- |
| Lovable      | 95-100%     |
| Stable       | 80-95%      |
| Beta         | 70-80%      |
| Alpha        | 50-70%      |
| Experimental | 0-50%       |

## Surface scorecard

| Surface                                                                                                                                                            | Family            | Level           | Coverage             | Quality              | Completeness         | Long-term support | Areas |
| ------------------------------------------------------------------------------------------------------------------------------------------------------------------ | ----------------- | --------------- | -------------------- | -------------------- | -------------------- | ----------------- | ----- |
| [Gateway runtime](/maturity/taxonomy#gateway-runtime)                                                                                                              | Core              | M4 Stable       | `Experimental (3%)`  | `Stable (81%)`       | `Stable (89%)`       | partial (12)      | 13    |
| [CLI](/maturity/taxonomy#cli)                                                                                                                                      | Core              | M4 Stable       | `Experimental (2%)`  | `Stable (83%)`       | `Stable (90%)`       | partial (6)       | 7     |
| [Plugins](/maturity/taxonomy#plugins)                                                                                                                              | Core              | M3 Beta         | `Experimental (2%)`  | `Beta (72%)`         | `Beta (79%)`         | partial (7)       | 9     |
| [Agent Runtime](/maturity/taxonomy#agent-runtime)                                                                                                                  | Core              | M3 Beta         | `Experimental (2%)`  | `Beta (78%)`         | `Beta (79%)`         | partial (6)       | 9     |
| [Session, memory, and context engine](/maturity/taxonomy#session-memory-and-context-engine)                                                                        | Core              | M3 Beta         | `Experimental (0%)`  | `Beta (77%)`         | `Beta (79%)`         | partial (6)       | 9     |
| [Channel framework](/maturity/taxonomy#channel-framework)                                                                                                          | Core              | M3 Beta         | `Experimental (0%)`  | `Beta (76%)`         | `Beta (79%)`         | partial (5)       | 8     |
| [Security, auth, pairing, and secrets](/maturity/taxonomy#security-auth-pairing-and-secrets)                                                                       | Core              | M3 Beta         | `Experimental (0%)`  | `Beta (72%)`         | `Beta (79%)`         | partial (5)       | 6     |
| [Observability](/maturity/taxonomy#observability)                                                                                                                  | Core              | M3 Beta         | `Experimental (6%)`  | `Beta (75%)`         | `Beta (79%)`         | partial (3)       | 5     |
| [Automation: cron, hooks, tasks, polling](/maturity/taxonomy#automation-cron-hooks-tasks-polling)                                                                  | Core              | M3 Beta         | `Experimental (0%)`  | `Beta (72%)`         | `Beta (79%)`         | none              | 6     |
| [Media understanding and media generation](/maturity/taxonomy#media-understanding-and-media-generation)                                                            | Core              | M2 Alpha        | `Experimental (1%)`  | `Alpha (64%)`        | `Alpha (68%)`        | none              | 6     |
| [Voice and realtime talk](/maturity/taxonomy#voice-and-realtime-talk)                                                                                              | Core              | M2 Alpha        | `Experimental (0%)`  | `Alpha (61%)`        | `Alpha (68%)`        | none              | 6     |
| [Gateway Web App](/maturity/taxonomy#gateway-web-app)                                                                                                              | Core              | M3 Beta         | `Experimental (0%)`  | `Beta (74%)`         | `Beta (79%)`         | none              | 6     |
| [TUI](/maturity/taxonomy#tui)                                                                                                                                      | Core              | M2 Alpha        | `Experimental (0%)`  | `Alpha (59%)`        | `Alpha (66%)`        | none              | 5     |
| [ClawHub](/maturity/taxonomy#clawhub)                                                                                                                              | Core              | M2 Alpha        | `Experimental (0%)`  | `Alpha (58%)`        | `Alpha (62%)`        | none              | 4     |
| [OpenClaw App SDK](/maturity/taxonomy#openclaw-app-sdk)                                                                                                            | Core              | M2 Alpha        | `Experimental (0%)`  | `Alpha (54%)`        | `Alpha (53%)`        | none              | 6     |
| [macOS Gateway host](/maturity/taxonomy#macos-gateway-host)                                                                                                        | Platform          | M4 Stable       | `Experimental (0%)`  | `Beta (74%)`         | `Stable (88%)`       | none              | 7     |
| [macOS companion app](/maturity/taxonomy#macos-companion-app)                                                                                                      | Platform          | M3 Beta         | `Experimental (0%)`  | `Alpha (66%)`        | `Beta (78%)`         | none              | 8     |
| [Linux Gateway host](/maturity/taxonomy#linux-gateway-host)                                                                                                        | Platform          | M4 Stable       | `Experimental (0%)`  | `Beta (75%)`         | `Stable (89%)`       | partial (4)       | 5     |
| [Linux companion app](/maturity/taxonomy#linux-companion-app)                                                                                                      | Platform          | M0 Planned      | `Experimental (0%)`  | `Experimental (19%)` | `Experimental (21%)` | none              | 5     |
| [Windows via WSL2](/maturity/taxonomy#windows-via-wsl2)                                                                                                            | Platform          | M3 Beta         | `Experimental (3%)`  | `Alpha (69%)`        | `Beta (79%)`         | partial (5)       | 6     |
| [Native Windows](/maturity/taxonomy#native-windows)                                                                                                                | Platform          | M2 Alpha        | `Experimental (0%)`  | `Alpha (58%)`        | `Alpha (66%)`        | partial (1)       | 4     |
| [Native Windows companion app](/maturity/taxonomy#native-windows-companion-app)                                                                                    | Platform          | M0 Planned      | `Experimental (0%)`  | `Experimental (19%)` | `Experimental (21%)` | none              | 5     |
| [Android app](/maturity/taxonomy#android-app)                                                                                                                      | Platform          | M2 Alpha        | `Experimental (0%)`  | `Alpha (59%)`        | `Alpha (66%)`        | none              | 7     |
| [iOS app](/maturity/taxonomy#ios-app)                                                                                                                              | Platform          | M1 Experimental | `Experimental (0%)`  | `Experimental (41%)` | `Experimental (44%)` | none              | 8     |
| [watchOS companion surfaces](/maturity/taxonomy#watchos-companion-surfaces)                                                                                        | Platform          | M1 Experimental | `Experimental (0%)`  | `Experimental (41%)` | `Experimental (44%)` | none              | 5     |
| [Raspberry Pi and small Linux devices](/maturity/taxonomy#raspberry-pi-and-small-linux-devices)                                                                    | Platform          | M3 Beta         | `Experimental (0%)`  | `Alpha (67%)`        | `Beta (79%)`         | none              | 4     |
| [Docker and Podman hosting](/maturity/taxonomy#docker-and-podman-hosting)                                                                                          | Platform          | M3 Beta         | `Experimental (5%)`  | `Beta (71%)`         | `Beta (79%)`         | none              | 4     |
| [Kubernetes hosting](/maturity/taxonomy#kubernetes-hosting)                                                                                                        | Platform          | M2 Alpha        | `Experimental (0%)`  | `Alpha (55%)`        | `Alpha (61%)`        | none              | 4     |
| [Nix install path](/maturity/taxonomy#nix-install-path)                                                                                                            | Platform          | M1 Experimental | `Experimental (0%)`  | `Experimental (41%)` | `Experimental (44%)` | none              | 5     |
| [Discord](/maturity/taxonomy#discord)                                                                                                                              | Channel           | M4 Stable       | `Experimental (0%)`  | `Beta (73%)`         | `Stable (87%)`       | partial (4)       | 6     |
| [Telegram](/maturity/taxonomy#telegram)                                                                                                                            | Channel           | M3 Beta         | `Experimental (0%)`  | `Alpha (68%)`        | `Beta (78%)`         | full (5)          | 5     |
| [WhatsApp](/maturity/taxonomy#whatsapp)                                                                                                                            | Channel           | M3 Beta         | `Experimental (0%)`  | `Alpha (66%)`        | `Beta (78%)`         | none              | 5     |
| [Slack](/maturity/taxonomy#slack)                                                                                                                                  | Channel           | M3 Beta         | `Experimental (0%)`  | `Alpha (66%)`        | `Beta (78%)`         | full (5)          | 5     |
| [iMessage and BlueBubbles](/maturity/taxonomy#imessage-and-bluebubbles)                                                                                            | Channel           | M3 Beta         | `Experimental (0%)`  | `Alpha (66%)`        | `Beta (78%)`         | none              | 5     |
| [Signal](/maturity/taxonomy#signal)                                                                                                                                | Channel           | M2 Alpha        | `Experimental (0%)`  | `Alpha (59%)`        | `Alpha (66%)`        | none              | 5     |
| [Google Chat](/maturity/taxonomy#google-chat)                                                                                                                      | Channel           | M2 Alpha        | `Experimental (0%)`  | `Alpha (59%)`        | `Alpha (66%)`        | none              | 5     |
| [Matrix](/maturity/taxonomy#matrix)                                                                                                                                | Channel           | M2 Alpha        | `Experimental (0%)`  | `Alpha (60%)`        | `Alpha (67%)`        | none              | 6     |
| [Microsoft Teams](/maturity/taxonomy#microsoft-teams)                                                                                                              | Channel           | M2 Alpha        | `Experimental (0%)`  | `Alpha (59%)`        | `Alpha (66%)`        | none              | 5     |
| [Mattermost, LINE, IRC, Nextcloud Talk, Nostr, Twitch, Tlon, Synology Chat](/maturity/taxonomy#mattermost-line-irc-nextcloud-talk-nostr-twitch-tlon-synology-chat) | Channel           | M2 Alpha        | `Experimental (0%)`  | `Alpha (53%)`        | `Alpha (54%)`        | none              | 4     |
| [Feishu, QQ Bot, WeChat, Yuanbao, Zalo, Zalo Personal, regional channels](/maturity/taxonomy#feishu-qq-bot-wechat-yuanbao-zalo-zalo-personal-regional-channels)    | Channel           | M2 Alpha        | `Experimental (0%)`  | `Alpha (55%)`        | `Alpha (58%)`        | none              | 4     |
| [Voice Call channel](/maturity/taxonomy#voice-call-channel)                                                                                                        | Channel           | M1 Experimental | `Experimental (0%)`  | `Experimental (41%)` | `Experimental (44%)` | none              | 5     |
| [OpenAI and Codex provider path](/maturity/taxonomy#openai-and-codex-provider-path)                                                                                | Provider and tool | M3 Beta         | `Experimental (8%)`  | `Beta (74%)`         | `Beta (79%)`         | partial (3)       | 5     |
| [Anthropic provider path](/maturity/taxonomy#anthropic-provider-path)                                                                                              | Provider and tool | M3 Beta         | `Experimental (0%)`  | `Beta (71%)`         | `Beta (78%)`         | none              | 5     |
| [Google provider path](/maturity/taxonomy#google-provider-path)                                                                                                    | Provider and tool | M3 Beta         | `Experimental (0%)`  | `Alpha (66%)`        | `Beta (78%)`         | none              | 5     |
| [OpenRouter provider path](/maturity/taxonomy#openrouter-provider-path)                                                                                            | Provider and tool | M3 Beta         | `Experimental (0%)`  | `Alpha (66%)`        | `Beta (78%)`         | none              | 4     |
| [Local model providers: Ollama, vLLM, SGLang, LM Studio](/maturity/taxonomy#local-model-providers-ollama-vllm-sglang-lm-studio)                                    | Provider and tool | M2 Alpha        | `Experimental (0%)`  | `Alpha (61%)`        | `Alpha (68%)`        | none              | 5     |
| [Long-tail hosted providers](/maturity/taxonomy#long-tail-hosted-providers)                                                                                        | Provider and tool | M2 Alpha        | `Experimental (0%)`  | `Alpha (61%)`        | `Alpha (68%)`        | none              | 3     |
| [Web search tools](/maturity/taxonomy#web-search-tools)                                                                                                            | Provider and tool | M3 Beta         | `Experimental (7%)`  | `Beta (74%)`         | `Beta (79%)`         | none              | 4     |
| [Browser automation, exec, and sandbox tools](/maturity/taxonomy#browser-automation-exec-and-sandbox-tools)                                                        | Provider and tool | M3 Beta         | `Experimental (15%)` | `Beta (75%)`         | `Beta (79%)`         | partial (2)       | 3     |
| [Image, video, and music generation tools](/maturity/taxonomy#image-video-and-music-generation-tools)                                                              | Provider and tool | M2 Alpha        | `Experimental (0%)`  | `Alpha (61%)`        | `Alpha (68%)`        | none              | 5     |

## QA evidence summary

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

| Check set                | Completed                | Checks run | Results                                   | Areas reviewed | Capabilities reviewed |
| ------------------------ | ------------------------ | ---------- | ----------------------------------------- | -------------- | --------------------- |
| Full taxonomy validation | 2026-06-23T04:16:43.175Z | 96         | 88 passed, 6 failed, 2 blocked, 0 skipped | 0 of 281 (0%)  | 20 of 1675 (1.2%)     |

### Readiness by area

| Check set                | Surface                                                                   | Area                                       | Status             | Capabilities reviewed | Follow-up          |
| ------------------------ | ------------------------------------------------------------------------- | ------------------------------------------ | ------------------ | --------------------- | ------------------ |
| Full taxonomy validation | Agent Runtime                                                             | Agent Turn Execution                       | Needs review       | 0 of 3 (0%)           | 15 capability gaps |
| Full taxonomy validation | Agent Runtime                                                             | External Runtimes and Subagents            | Needs review       | 0 of 4 (0%)           | 7 capability gaps  |
| Full taxonomy validation | Agent Runtime                                                             | Hosted Provider Execution                  | Partially reviewed | 1 of 5 (20%)          | 4 capability gaps  |
| Full taxonomy validation | Agent Runtime                                                             | Local and Self-hosted Providers            | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Agent Runtime                                                             | Model and Runtime Selection                | Needs review       | 0 of 4 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Agent Runtime                                                             | Provider Auth                              | Needs review       | 0 of 10 (0%)          | 13 capability gaps |
| Full taxonomy validation | Agent Runtime                                                             | Streaming and Progress                     | Needs review       | 0 of 2 (0%)           | 4 capability gaps  |
| Full taxonomy validation | Agent Runtime                                                             | Tool Calls and Response Handling           | Needs review       | 0 of 3 (0%)           | 8 capability gaps  |
| Full taxonomy validation | Agent Runtime                                                             | Tool Execution Controls                    | Needs review       | 0 of 6 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Android app                                                               | Connection Setup                           | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Android app                                                               | Device Runtime                             | Needs review       | 0 of 2 (0%)           | 2 capability gaps  |
| Full taxonomy validation | Android app                                                               | Distribution                               | Needs review       | 0 of 3 (0%)           | 3 capability gaps  |
| Full taxonomy validation | Android app                                                               | Media Capture                              | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Android app                                                               | Mobile Chat                                | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Android app                                                               | Settings                                   | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Android app                                                               | Voice                                      | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Anthropic provider path                                                   | Media Inputs                               | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | Anthropic provider path                                                   | Model and Runtime Selection                | Needs review       | 0 of 10 (0%)          | 12 capability gaps |
| Full taxonomy validation | Anthropic provider path                                                   | Prompt Cache and Context                   | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Anthropic provider path                                                   | Provider Auth and Recovery                 | Needs review       | 0 of 9 (0%)           | 9 capability gaps  |
| Full taxonomy validation | Anthropic provider path                                                   | Request Transport and Turn Semantics       | Needs review       | 0 of 10 (0%)          | 10 capability gaps |
| Full taxonomy validation | Automation: cron, hooks, tasks, polling                                   | Automation Hooks                           | Needs review       | 0 of 11 (0%)          | 11 capability gaps |
| Full taxonomy validation | Automation: cron, hooks, tasks, polling                                   | Background Tasks and Flows                 | Needs review       | 0 of 10 (0%)          | 10 capability gaps |
| Full taxonomy validation | Automation: cron, hooks, tasks, polling                                   | Cron Jobs                                  | Needs review       | 0 of 15 (0%)          | 15 capability gaps |
| Full taxonomy validation | Automation: cron, hooks, tasks, polling                                   | Event Ingress                              | Needs review       | 0 of 15 (0%)          | 15 capability gaps |
| Full taxonomy validation | Automation: cron, hooks, tasks, polling                                   | Heartbeat                                  | Needs review       | 0 of 5 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Automation: cron, hooks, tasks, polling                                   | Polling Controls                           | Needs review       | 0 of 10 (0%)          | 10 capability gaps |
| Full taxonomy validation | Browser automation, exec, and sandbox tools                               | Browser Automation                         | Partially reviewed | 1 of 8 (12.5%)        | 7 capability gaps  |
| Full taxonomy validation | Browser automation, exec, and sandbox tools                               | Sandbox and Tool Policy                    | Needs review       | 0 of 6 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Browser automation, exec, and sandbox tools                               | Tool Invocation and Execution              | Partially reviewed | 2 of 6 (33.3%)        | 4 capability gaps  |
| Full taxonomy validation | Gateway Web App                                                           | Browser Access and Trust                   | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Gateway Web App                                                           | Browser Realtime Talk                      | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Gateway Web App                                                           | Browser UI                                 | Needs review       | 0 of 10 (0%)          | 11 capability gaps |
| Full taxonomy validation | Gateway Web App                                                           | Configuration                              | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Gateway Web App                                                           | Operator Console                           | Needs review       | 0 of 10 (0%)          | 11 capability gaps |
| Full taxonomy validation | Gateway Web App                                                           | WebChat Conversations                      | Needs review       | 0 of 15 (0%)          | 18 capability gaps |
| Full taxonomy validation | Channel framework                                                         | Channel Actions Commands and Approvals     | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Channel framework                                                         | Channel Setup                              | Needs review       | 0 of 5 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Channel framework                                                         | Conversation Routing and Delivery          | Needs review       | 0 of 10 (0%)          | 22 capability gaps |
| Full taxonomy validation | Channel framework                                                         | Group Thread and Ambient Room Behavior     | Needs review       | 0 of 5 (0%)           | 7 capability gaps  |
| Full taxonomy validation | Channel framework                                                         | Inbound Access and Identity Gates          | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Channel framework                                                         | Media Attachments and Rich Channel Data    | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | Channel framework                                                         | Outbound Delivery and Reply Pipeline       | Needs review       | 0 of 4 (0%)           | 13 capability gaps |
| Full taxonomy validation | Channel framework                                                         | Status Health and Operator Controls        | Needs review       | 0 of 4 (0%)           | 6 capability gaps  |
| Full taxonomy validation | ClawHub                                                                   | Catalog Discovery                          | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | ClawHub                                                                   | Compatibility and Trust                    | Needs review       | 0 of 12 (0%)          | 12 capability gaps |
| Full taxonomy validation | ClawHub                                                                   | Plugin Lifecycle and Health                | Needs review       | 0 of 26 (0%)          | 26 capability gaps |
| Full taxonomy validation | ClawHub                                                                   | Publishing                                 | Needs review       | 0 of 7 (0%)           | 7 capability gaps  |
| Full taxonomy validation | CLI                                                                       | CLI Observability                          | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | CLI                                                                       | CLI Setup                                  | Partially reviewed | 1 of 6 (16.7%)        | 5 capability gaps  |
| Full taxonomy validation | CLI                                                                       | Doctor                                     | Needs review       | 0 of 10 (0%)          | 10 capability gaps |
| Full taxonomy validation | CLI                                                                       | Gateway Service Management                 | Needs review       | 0 of 5 (0%)           | 6 capability gaps  |
| Full taxonomy validation | CLI                                                                       | Onboarding and Auth Setup                  | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | CLI                                                                       | Plugin and Channel Setup                   | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | CLI                                                                       | Updates and Upgrades                       | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Discord                                                                   | Access and Identity                        | Needs review       | 0 of 6 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Discord                                                                   | Channel Setup and Operations               | Needs review       | 0 of 10 (0%)          | 10 capability gaps |
| Full taxonomy validation | Discord                                                                   | Conversation Routing and Delivery          | Needs review       | 0 of 12 (0%)          | 12 capability gaps |
| Full taxonomy validation | Discord                                                                   | Media and Rich Content                     | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Discord                                                                   | Native Controls and Approvals              | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Discord                                                                   | Realtime Voice and Calls                   | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Docker and Podman hosting                                                 | Agent Sandbox and Tooling                  | Needs review       | 0 of 3 (0%)           | 3 capability gaps  |
| Full taxonomy validation | Docker and Podman hosting                                                 | Container Operations                       | Needs review       | 0 of 11 (0%)          | 11 capability gaps |
| Full taxonomy validation | Docker and Podman hosting                                                 | Container Setup                            | Needs review       | 0 of 6 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Docker and Podman hosting                                                 | Image Release and Validation               | Partially reviewed | 1 of 5 (20%)          | 5 capability gaps  |
| Full taxonomy validation | Feishu, QQ Bot, WeChat, Yuanbao, Zalo, Zalo Personal, regional channels   | Access and Identity                        | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Feishu, QQ Bot, WeChat, Yuanbao, Zalo, Zalo Personal, regional channels   | Channel Setup and Operations               | Needs review       | 0 of 6 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Feishu, QQ Bot, WeChat, Yuanbao, Zalo, Zalo Personal, regional channels   | Conversation Routing and Delivery          | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Feishu, QQ Bot, WeChat, Yuanbao, Zalo, Zalo Personal, regional channels   | Media and Rich Content                     | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Gateway runtime                                                           | Approvals and Remote Execution             | Needs review       | 0 of 6 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Gateway runtime                                                           | Device Auth and Pairing                    | Needs review       | 0 of 10 (0%)          | 10 capability gaps |
| Full taxonomy validation | Gateway runtime                                                           | Gateway Lifecycle                          | Needs review       | 0 of 7 (0%)           | 8 capability gaps  |
| Full taxonomy validation | Gateway runtime                                                           | Gateway RPC APIs and Events                | Needs review       | 0 of 20 (0%)          | 20 capability gaps |
| Full taxonomy validation | Gateway runtime                                                           | Health, Diagnostics, and Repair            | Needs review       | 0 of 7 (0%)           | 7 capability gaps  |
| Full taxonomy validation | Gateway runtime                                                           | Hosted Web Surface                         | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | Gateway runtime                                                           | HTTP APIs                                  | Partially reviewed | 1 of 4 (25%)          | 3 capability gaps  |
| Full taxonomy validation | Gateway runtime                                                           | Network Access and Discovery               | Needs review       | 0 of 6 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Gateway runtime                                                           | Nodes and Remote Capabilities              | Needs review       | 0 of 8 (0%)           | 8 capability gaps  |
| Full taxonomy validation | Gateway runtime                                                           | Protocol Compatibility                     | Needs review       | 0 of 7 (0%)           | 7 capability gaps  |
| Full taxonomy validation | Gateway runtime                                                           | Roles and Permissions                      | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Gateway runtime                                                           | Security Controls                          | Needs review       | 0 of 6 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Gateway runtime                                                           | WebSocket Connection                       | Partially reviewed | 1 of 8 (12.5%)        | 7 capability gaps  |
| Full taxonomy validation | Google Chat                                                               | Access and Identity                        | Needs review       | 0 of 11 (0%)          | 11 capability gaps |
| Full taxonomy validation | Google Chat                                                               | Channel Setup and Operations               | Needs review       | 0 of 16 (0%)          | 16 capability gaps |
| Full taxonomy validation | Google Chat                                                               | Conversation Routing and Delivery          | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Google Chat                                                               | Media and Rich Content                     | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Google Chat                                                               | Native Controls and Approvals              | Needs review       | 0 of 16 (0%)          | 16 capability gaps |
| Full taxonomy validation | Google provider path                                                      | Direct Gemini Runtime                      | Needs review       | 0 of 9 (0%)           | 9 capability gaps  |
| Full taxonomy validation | Google provider path                                                      | Media, Search, and Realtime                | Needs review       | 0 of 10 (0%)          | 10 capability gaps |
| Full taxonomy validation | Google provider path                                                      | Model Routing and Endpoints                | Needs review       | 0 of 10 (0%)          | 10 capability gaps |
| Full taxonomy validation | Google provider path                                                      | Prompt Caching                             | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Google provider path                                                      | Provider Setup and Credentials             | Needs review       | 0 of 10 (0%)          | 10 capability gaps |
| Full taxonomy validation | Image, video, and music generation tools                                  | Image Generation                           | Needs review       | 0 of 9 (0%)           | 9 capability gaps  |
| Full taxonomy validation | Image, video, and music generation tools                                  | Media Routing and Discovery                | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | Image, video, and music generation tools                                  | Music Generation                           | Needs review       | 0 of 6 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Image, video, and music generation tools                                  | Task Lifecycle and Delivery                | Needs review       | 0 of 12 (0%)          | 12 capability gaps |
| Full taxonomy validation | Image, video, and music generation tools                                  | Video Generation                           | Needs review       | 0 of 11 (0%)          | 11 capability gaps |
| Full taxonomy validation | iMessage and BlueBubbles                                                  | Access and Identity                        | Needs review       | 0 of 6 (0%)           | 6 capability gaps  |
| Full taxonomy validation | iMessage and BlueBubbles                                                  | Channel Setup and Operations               | Needs review       | 0 of 11 (0%)          | 11 capability gaps |
| Full taxonomy validation | iMessage and BlueBubbles                                                  | Conversation Routing and Delivery          | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | iMessage and BlueBubbles                                                  | Media and Rich Content                     | Needs review       | 0 of 7 (0%)           | 7 capability gaps  |
| Full taxonomy validation | iMessage and BlueBubbles                                                  | Native Controls and Approvals              | Needs review       | 0 of 3 (0%)           | 3 capability gaps  |
| Full taxonomy validation | iOS app                                                                   | Canvas and Screen                          | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | iOS app                                                                   | Chat and Sessions                          | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | iOS app                                                                   | Device Commands                            | Needs review       | 0 of 2 (0%)           | 2 capability gaps  |
| Full taxonomy validation | iOS app                                                                   | Distribution                               | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | iOS app                                                                   | Gateway Setup and Diagnostics              | Needs review       | 0 of 7 (0%)           | 7 capability gaps  |
| Full taxonomy validation | iOS app                                                                   | Media and Sharing                          | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | iOS app                                                                   | Notifications and Background               | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | iOS app                                                                   | Voice                                      | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Kubernetes hosting                                                        | Access and Exposure                        | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Kubernetes hosting                                                        | Cluster Lifecycle                          | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Kubernetes hosting                                                        | Configuration and Secrets                  | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Kubernetes hosting                                                        | Deployment Setup                           | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Linux companion app                                                       | App Distribution                           | Needs review       | 0 of 3 (0%)           | 3 capability gaps  |
| Full taxonomy validation | Linux companion app                                                       | Chat and Sessions                          | Needs review       | 0 of 3 (0%)           | 3 capability gaps  |
| Full taxonomy validation | Linux companion app                                                       | Desktop Capabilities                       | Needs review       | 0 of 9 (0%)           | 9 capability gaps  |
| Full taxonomy validation | Linux companion app                                                       | Gateway Connectivity                       | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | Linux companion app                                                       | Status and Diagnostics                     | Needs review       | 0 of 7 (0%)           | 7 capability gaps  |
| Full taxonomy validation | Linux Gateway host                                                        | Deployment Targets                         | Needs review       | 0 of 3 (0%)           | 3 capability gaps  |
| Full taxonomy validation | Linux Gateway host                                                        | Diagnostics and Repair                     | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | Linux Gateway host                                                        | Gateway Runtime and Service Control        | Needs review       | 0 of 6 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Linux Gateway host                                                        | Host Setup and Updates                     | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | Linux Gateway host                                                        | Remote Access and Security                 | Needs review       | 0 of 6 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Local model providers: Ollama, vLLM, SGLang, LM Studio                    | Local Memory and Embeddings                | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Local model providers: Ollama, vLLM, SGLang, LM Studio                    | Native Provider Plugins                    | Needs review       | 0 of 10 (0%)          | 10 capability gaps |
| Full taxonomy validation | Local model providers: Ollama, vLLM, SGLang, LM Studio                    | Network Safety and Prompt Controls         | Needs review       | 0 of 2 (0%)           | 2 capability gaps  |
| Full taxonomy validation | Local model providers: Ollama, vLLM, SGLang, LM Studio                    | OpenAI-Compatible Runtime Compatibility    | Needs review       | 0 of 8 (0%)           | 8 capability gaps  |
| Full taxonomy validation | Local model providers: Ollama, vLLM, SGLang, LM Studio                    | Provider Setup, Lifecycle, and Diagnostics | Needs review       | 0 of 12 (0%)          | 12 capability gaps |
| Full taxonomy validation | Long-tail hosted providers                                                | Hosted LLM Providers                       | Needs review       | 0 of 12 (0%)          | 12 capability gaps |
| Full taxonomy validation | Long-tail hosted providers                                                | Hosted Media Providers                     | Needs review       | 0 of 8 (0%)           | 8 capability gaps  |
| Full taxonomy validation | Long-tail hosted providers                                                | Provider Operations                        | Needs review       | 0 of 12 (0%)          | 12 capability gaps |
| Full taxonomy validation | macOS companion app                                                       | Canvas                                     | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | macOS companion app                                                       | Local Setup                                | Needs review       | 0 of 7 (0%)           | 7 capability gaps  |
| Full taxonomy validation | macOS companion app                                                       | Native Capabilities                        | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | macOS companion app                                                       | Remote Connections                         | Needs review       | 0 of 3 (0%)           | 3 capability gaps  |
| Full taxonomy validation | macOS companion app                                                       | Remote WebChat                             | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | macOS companion app                                                       | Status and Settings                        | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | macOS companion app                                                       | Voice and Talk                             | Needs review       | 0 of 3 (0%)           | 3 capability gaps  |
| Full taxonomy validation | macOS companion app                                                       | WebChat                                    | Needs review       | 0 of 3 (0%)           | 3 capability gaps  |
| Full taxonomy validation | macOS Gateway host                                                        | CLI Setup                                  | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | macOS Gateway host                                                        | Diagnostics and Observability              | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | macOS Gateway host                                                        | Gateway Service Lifecycle                  | Needs review       | 0 of 10 (0%)          | 10 capability gaps |
| Full taxonomy validation | macOS Gateway host                                                        | Local Gateway Integration                  | Needs review       | 0 of 9 (0%)           | 9 capability gaps  |
| Full taxonomy validation | macOS Gateway host                                                        | Permissions and Native Capabilities        | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | macOS Gateway host                                                        | Profiles and Isolation                     | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | macOS Gateway host                                                        | Remote Gateway Mode                        | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Matrix                                                                    | Access and Identity                        | Needs review       | 0 of 7 (0%)           | 7 capability gaps  |
| Full taxonomy validation | Matrix                                                                    | Channel Setup and Operations               | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Matrix                                                                    | Conversation Routing and Delivery          | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Matrix                                                                    | Encryption and Verification                | Needs review       | 0 of 3 (0%)           | 3 capability gaps  |
| Full taxonomy validation | Matrix                                                                    | Media and Rich Content                     | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Matrix                                                                    | Native Controls and Approvals              | Needs review       | 0 of 6 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Mattermost, LINE, IRC, Nextcloud Talk, Nostr, Twitch, Tlon, Synology Chat | Access and Identity                        | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Mattermost, LINE, IRC, Nextcloud Talk, Nostr, Twitch, Tlon, Synology Chat | Channel Setup and Operations               | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Mattermost, LINE, IRC, Nextcloud Talk, Nostr, Twitch, Tlon, Synology Chat | Conversation Routing and Delivery          | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Mattermost, LINE, IRC, Nextcloud Talk, Nostr, Twitch, Tlon, Synology Chat | Media and Rich Content                     | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Media understanding and media generation                                  | Channel Media Handling                     | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Media understanding and media generation                                  | Media Configuration                        | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Media understanding and media generation                                  | Media Generation                           | Partially reviewed | 1 of 17 (5.9%)        | 18 capability gaps |
| Full taxonomy validation | Media understanding and media generation                                  | Media Intake and Access                    | Needs review       | 0 of 8 (0%)           | 8 capability gaps  |
| Full taxonomy validation | Media understanding and media generation                                  | Media Understanding                        | Needs review       | 0 of 12 (0%)          | 13 capability gaps |
| Full taxonomy validation | Media understanding and media generation                                  | Text-to-Speech Delivery                    | Needs review       | 0 of 2 (0%)           | 2 capability gaps  |
| Full taxonomy validation | Microsoft Teams                                                           | Access and Identity                        | Needs review       | 0 of 9 (0%)           | 9 capability gaps  |
| Full taxonomy validation | Microsoft Teams                                                           | Channel Setup and Operations               | Needs review       | 0 of 9 (0%)           | 9 capability gaps  |
| Full taxonomy validation | Microsoft Teams                                                           | Conversation Routing and Delivery          | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Microsoft Teams                                                           | Media and Rich Content                     | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Microsoft Teams                                                           | Native Controls and Approvals              | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Native Windows                                                            | CLI                                        | Needs review       | 0 of 9 (0%)           | 9 capability gaps  |
| Full taxonomy validation | Native Windows                                                            | Gateway Management                         | Needs review       | 0 of 11 (0%)          | 11 capability gaps |
| Full taxonomy validation | Native Windows                                                            | Networking                                 | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | Native Windows                                                            | Updates                                    | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | Native Windows companion app                                              | Chat Sessions                              | Needs review       | 0 of 2 (0%)           | 2 capability gaps  |
| Full taxonomy validation | Native Windows companion app                                              | Desktop Tools and Permissions              | Needs review       | 0 of 10 (0%)          | 10 capability gaps |
| Full taxonomy validation | Native Windows companion app                                              | Gateway Connection                         | Needs review       | 0 of 3 (0%)           | 3 capability gaps  |
| Full taxonomy validation | Native Windows companion app                                              | Installation and Updates                   | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | Native Windows companion app                                              | Status and Repair                          | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Nix install path                                                          | Activation and App UX                      | Needs review       | 0 of 7 (0%)           | 7 capability gaps  |
| Full taxonomy validation | Nix install path                                                          | Config and State                           | Needs review       | 0 of 7 (0%)           | 7 capability gaps  |
| Full taxonomy validation | Nix install path                                                          | Install Handoff                            | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | Nix install path                                                          | Plugin Lifecycle                           | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | Nix install path                                                          | Service Runtime and Guards                 | Needs review       | 0 of 8 (0%)           | 8 capability gaps  |
| Full taxonomy validation | OpenAI and Codex provider path                                            | Image and Multimodal Input                 | Needs review       | 0 of 2 (0%)           | 2 capability gaps  |
| Full taxonomy validation | OpenAI and Codex provider path                                            | Model and Auth                             | Partially reviewed | 1 of 6 (16.7%)        | 5 capability gaps  |
| Full taxonomy validation | OpenAI and Codex provider path                                            | Native Codex Harness                       | Needs review       | 0 of 2 (0%)           | 5 capability gaps  |
| Full taxonomy validation | OpenAI and Codex provider path                                            | Responses and Tool Compatibility           | Partially reviewed | 1 of 4 (25%)          | 3 capability gaps  |
| Full taxonomy validation | OpenAI and Codex provider path                                            | Voice and Realtime Audio                   | Needs review       | 0 of 2 (0%)           | 2 capability gaps  |
| Full taxonomy validation | OpenClaw App SDK                                                          | Agent Conversations                        | Needs review       | 0 of 6 (0%)           | 6 capability gaps  |
| Full taxonomy validation | OpenClaw App SDK                                                          | Client API                                 | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | OpenClaw App SDK                                                          | Compatibility                              | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | OpenClaw App SDK                                                          | Events and Approvals                       | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | OpenClaw App SDK                                                          | Gateway Access                             | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | OpenClaw App SDK                                                          | Resource Helpers                           | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | OpenRouter provider path                                                  | Chat Runtime and Normalization             | Needs review       | 0 of 15 (0%)          | 15 capability gaps |
| Full taxonomy validation | OpenRouter provider path                                                  | Media Generation and Speech                | Needs review       | 0 of 7 (0%)           | 7 capability gaps  |
| Full taxonomy validation | OpenRouter provider path                                                  | Provider Recovery and Diagnostics          | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | OpenRouter provider path                                                  | Provider Setup and Auth                    | Needs review       | 0 of 14 (0%)          | 14 capability gaps |
| Full taxonomy validation | Plugins                                                                   | Authoring and Packaging plugins            | Needs review       | 0 of 8 (0%)           | 8 capability gaps  |
| Full taxonomy validation | Plugins                                                                   | Bundled plugins                            | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Plugins                                                                   | Canvas plugin                              | Needs review       | 0 of 6 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Plugins                                                                   | Channel plugins                            | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Plugins                                                                   | Installing and running plugins             | Needs review       | 0 of 6 (0%)           | 13 capability gaps |
| Full taxonomy validation | Plugins                                                                   | Plugin approvals                           | Needs review       | 0 of 6 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Plugins                                                                   | Provider and tool plugins                  | Partially reviewed | 1 of 6 (16.7%)        | 12 capability gaps |
| Full taxonomy validation | Plugins                                                                   | Publishing plugins                         | Needs review       | 0 of 6 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Plugins                                                                   | Testing plugins                            | Needs review       | 0 of 6 (0%)           | 8 capability gaps  |
| Full taxonomy validation | Raspberry Pi and small Linux devices                                      | Gateway Runtime                            | Needs review       | 0 of 10 (0%)          | 10 capability gaps |
| Full taxonomy validation | Raspberry Pi and small Linux devices                                      | Performance and Diagnostics                | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Raspberry Pi and small Linux devices                                      | Remote Access and Auth                     | Needs review       | 0 of 9 (0%)           | 9 capability gaps  |
| Full taxonomy validation | Raspberry Pi and small Linux devices                                      | Setup and Compatibility                    | Needs review       | 0 of 12 (0%)          | 12 capability gaps |
| Full taxonomy validation | Security, auth, pairing, and secrets                                      | Approval Policy and Tool Safeguards        | Needs review       | 0 of 2 (0%)           | 3 capability gaps  |
| Full taxonomy validation | Security, auth, pairing, and secrets                                      | Channel Access Control                     | Needs review       | 0 of 3 (0%)           | 3 capability gaps  |
| Full taxonomy validation | Security, auth, pairing, and secrets                                      | Credential and Secret Hygiene              | Needs review       | 0 of 5 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Security, auth, pairing, and secrets                                      | Device and Node Pairing                    | Needs review       | 0 of 11 (0%)          | 11 capability gaps |
| Full taxonomy validation | Security, auth, pairing, and secrets                                      | Gateway Auth and Remote Access             | Needs review       | 0 of 9 (0%)           | 9 capability gaps  |
| Full taxonomy validation | Security, auth, pairing, and secrets                                      | Plugin Trust                               | Needs review       | 0 of 2 (0%)           | 2 capability gaps  |
| Full taxonomy validation | Session, memory, and context engine                                       | CLI Session and Transcript Management      | Needs review       | 0 of 2 (0%)           | 2 capability gaps  |
| Full taxonomy validation | Session, memory, and context engine                                       | Context Engine                             | Needs review       | 0 of 2 (0%)           | 3 capability gaps  |
| Full taxonomy validation | Session, memory, and context engine                                       | Core Prompts and Context                   | Needs review       | 0 of 2 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Session, memory, and context engine                                       | Cross-client History and Session Parity    | Needs review       | 0 of 2 (0%)           | 3 capability gaps  |
| Full taxonomy validation | Session, memory, and context engine                                       | Diagnostics, Maintenance, and Recovery     | Needs review       | 0 of 3 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Session, memory, and context engine                                       | Memory                                     | Needs review       | 0 of 5 (0%)           | 7 capability gaps  |
| Full taxonomy validation | Session, memory, and context engine                                       | Session Routing                            | Needs review       | 0 of 2 (0%)           | 3 capability gaps  |
| Full taxonomy validation | Session, memory, and context engine                                       | Token Management                           | Needs review       | 0 of 3 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Session, memory, and context engine                                       | Transcript Persistence                     | Needs review       | 0 of 2 (0%)           | 2 capability gaps  |
| Full taxonomy validation | Signal                                                                    | Access and Identity                        | Needs review       | 0 of 6 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Signal                                                                    | Channel Setup and Operations               | Needs review       | 0 of 7 (0%)           | 7 capability gaps  |
| Full taxonomy validation | Signal                                                                    | Conversation Routing and Delivery          | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Signal                                                                    | Media and Rich Content                     | Needs review       | 0 of 7 (0%)           | 7 capability gaps  |
| Full taxonomy validation | Signal                                                                    | Native Controls and Approvals              | Needs review       | 0 of 3 (0%)           | 3 capability gaps  |
| Full taxonomy validation | Slack                                                                     | Access and Identity                        | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Slack                                                                     | Channel Setup and Operations               | Needs review       | 0 of 10 (0%)          | 10 capability gaps |
| Full taxonomy validation | Slack                                                                     | Conversation Routing and Delivery          | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Slack                                                                     | Media and Rich Content                     | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Slack                                                                     | Native Controls and Approvals              | Needs review       | 0 of 8 (0%)           | 8 capability gaps  |
| Full taxonomy validation | Telegram                                                                  | Access and Identity                        | Needs review       | 0 of 10 (0%)          | 10 capability gaps |
| Full taxonomy validation | Telegram                                                                  | Channel Setup and Operations               | Needs review       | 0 of 10 (0%)          | 10 capability gaps |
| Full taxonomy validation | Telegram                                                                  | Conversation Routing and Delivery          | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Telegram                                                                  | Media and Rich Content                     | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Telegram                                                                  | Native Controls and Approvals              | Needs review       | 0 of 9 (0%)           | 9 capability gaps  |
| Full taxonomy validation | Observability                                                             | Diagnostic Collection                      | Partially reviewed | 1 of 8 (12.5%)        | 7 capability gaps  |
| Full taxonomy validation | Observability                                                             | Health and Repair                          | Partially reviewed | 1 of 12 (8.3%)        | 13 capability gaps |
| Full taxonomy validation | Observability                                                             | Logging                                    | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Observability                                                             | Session Diagnostics                        | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | Observability                                                             | Telemetry Export                           | Partially reviewed | 1 of 13 (7.7%)        | 14 capability gaps |
| Full taxonomy validation | TUI                                                                       | Input and Commands                         | Needs review       | 0 of 8 (0%)           | 8 capability gaps  |
| Full taxonomy validation | TUI                                                                       | Local Shell Execution                      | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | TUI                                                                       | Rendering and Output Safety                | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | TUI                                                                       | Runtime Modes                              | Needs review       | 0 of 14 (0%)          | 14 capability gaps |
| Full taxonomy validation | TUI                                                                       | Session Management                         | Needs review       | 0 of 3 (0%)           | 3 capability gaps  |
| Full taxonomy validation | Voice and realtime talk                                                   | Native App Talk                            | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | Voice and realtime talk                                                   | Realtime Talk Sessions                     | Needs review       | 0 of 11 (0%)          | 11 capability gaps |
| Full taxonomy validation | Voice and realtime talk                                                   | Speech and Transcription                   | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Voice and realtime talk                                                   | Talk Observability                         | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | Voice and realtime talk                                                   | Talk Providers                             | Needs review       | 0 of 7 (0%)           | 7 capability gaps  |
| Full taxonomy validation | Voice and realtime talk                                                   | Voice Wake and Routing                     | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | Voice Call channel                                                        | Access and Identity                        | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Voice Call channel                                                        | Channel Setup and Operations               | Needs review       | 0 of 2 (0%)           | 2 capability gaps  |
| Full taxonomy validation | Voice Call channel                                                        | Conversation Routing and Delivery          | Needs review       | 0 of 1 (0%)           | 1 capability gap   |
| Full taxonomy validation | Voice Call channel                                                        | Media and Rich Content                     | Needs review       | 0 of 2 (0%)           | 2 capability gaps  |
| Full taxonomy validation | Voice Call channel                                                        | Realtime Voice and Calls                   | Needs review       | 0 of 2 (0%)           | 2 capability gaps  |
| Full taxonomy validation | watchOS companion surfaces                                                | Delivery and Recovery                      | Needs review       | 0 of 7 (0%)           | 7 capability gaps  |
| Full taxonomy validation | watchOS companion surfaces                                                | Distribution and Support                   | Needs review       | 0 of 6 (0%)           | 6 capability gaps  |
| Full taxonomy validation | watchOS companion surfaces                                                | Exec Approvals                             | Needs review       | 0 of 3 (0%)           | 3 capability gaps  |
| Full taxonomy validation | watchOS companion surfaces                                                | Notifications and Replies                  | Needs review       | 0 of 7 (0%)           | 7 capability gaps  |
| Full taxonomy validation | watchOS companion surfaces                                                | Watch App UI                               | Needs review       | 0 of 3 (0%)           | 3 capability gaps  |
| Full taxonomy validation | Web search tools                                                          | Network Safety                             | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | Web search tools                                                          | Search Providers                           | Partially reviewed | 2 of 19 (10.5%)       | 17 capability gaps |
| Full taxonomy validation | Web search tools                                                          | Setup and Diagnostics                      | Needs review       | 0 of 9 (0%)           | 9 capability gaps  |
| Full taxonomy validation | Web search tools                                                          | Tool Availability and Fetch                | Partially reviewed | 2 of 11 (18.2%)       | 9 capability gaps  |
| Full taxonomy validation | WhatsApp                                                                  | Access and Identity                        | Needs review       | 0 of 7 (0%)           | 7 capability gaps  |
| Full taxonomy validation | WhatsApp                                                                  | Channel Setup and Operations               | Needs review       | 0 of 5 (0%)           | 5 capability gaps  |
| Full taxonomy validation | WhatsApp                                                                  | Conversation Routing and Delivery          | Needs review       | 0 of 4 (0%)           | 4 capability gaps  |
| Full taxonomy validation | WhatsApp                                                                  | Media and Rich Content                     | Needs review       | 0 of 2 (0%)           | 2 capability gaps  |
| Full taxonomy validation | WhatsApp                                                                  | Native Controls and Approvals              | Needs review       | 0 of 2 (0%)           | 2 capability gaps  |
| Full taxonomy validation | Windows via WSL2                                                          | Browser and Control UI                     | Needs review       | 0 of 6 (0%)           | 6 capability gaps  |
| Full taxonomy validation | Windows via WSL2                                                          | CLI                                        | Needs review       | 0 of 8 (0%)           | 8 capability gaps  |
| Full taxonomy validation | Windows via WSL2                                                          | Diagnostics and Repair                     | Partially reviewed | 1 of 6 (16.7%)        | 5 capability gaps  |
| Full taxonomy validation | Windows via WSL2                                                          | Gateway Access and Exposure                | Needs review       | 0 of 11 (0%)          | 11 capability gaps |
| Full taxonomy validation | Windows via WSL2                                                          | Gateway Service Lifecycle                  | Needs review       | 0 of 10 (0%)          | 10 capability gaps |
| Full taxonomy validation | Windows via WSL2                                                          | WSL Setup                                  | Needs review       | 0 of 6 (0%)           | 6 capability gaps  |

> Last updated: 2026-06-22
