Capability Status

This page summarizes the current foundations, partially available features, and planned capabilities for Xpert Tag. Status labels support product communication and roadmap planning. They do not mean every capability behaves identically across every IM platform.

Status Labels

Status	Meaning
Available foundation	Existing Xpert or plugin capability can be configured and composed today.
Partially available	Some platforms, plugins, or tools support it, but the unified Tag product experience is missing.
Planned	Product goal for Xpert Tag that still requires new product, backend, frontend, or governance work.

IM Integration

Capability	Lark/Feishu	DingTalk	WeCom
Webhook inbound	Available foundation	Available foundation	Available foundation
Long connection / Stream	Available foundation	Available foundation	Available foundation
Group mention trigger	Available foundation	Available foundation	Partially available
Direct message trigger	Available foundation	Available foundation	Available foundation
Conversation binding	Available foundation	Available foundation	Available foundation
Message aggregation window	Available foundation	Available foundation	Available foundation
Card callback	Partially available	Available foundation	Partially available
Message update/recall	Partially available	Available foundation	Partially available
Attachment input	Partially available	Partially available	Partially available
Proactive notification	Available foundation	Available foundation	Partially available

Xpert Platform Capabilities

Capability	Status	Notes
Digital experts	Available foundation	The executor users mention in chats.
Workflows	Available foundation	Triggers, Agents, tools, knowledge, and business processes.
Knowledge Base	Available foundation	Q&A, retrieval, and document evidence.
Toolsets	Available foundation	Custom tools, built-in tools, and external systems.
Skills	Available foundation	Reusable instructions, templates, and task processes.
Schedule Trigger	Available foundation	Cron-triggered digital experts.
Virtual environment and sandbox tools	Available foundation	File, code, browser, Git, slideshow, and related tools.
Coding Expert	Partially available	Code platform tasks are available, but not yet a complete group-level Tag flow.
Agentic BI	Partially available	Supports data Q&A and charts, but IM output should be unified.

Xpert Tag Product Capabilities

Capability	Status	Future delivery goal
Dedicated Tag product page and admin entry	Planned	Add a Tag product entry under AI to manage platforms, groups, experts, and status.
Cross-IM Tag configuration model	Planned	Abstract groups, channels, DMs, threads, trigger rules, and reply strategies.
Tag session	Planned	Record one group task’s context, progress, tools, result, and audit.
Group/channel Access Bundle with inherited scopes	Planned	Package knowledge, tools, credentials, model policy, and budget by organization, workspace, group, or thread.
Service account governance	Partially available	Existing integration credentials and technical users can be reused, but a unified model is needed.
Tool Gateway / Credential Proxy	Planned	Boundary credential injection, default-deny egress, host/path/method control.
Common live checklist/progress renderer	Partially available	Emit common progress events and let each IM adapter render cards or text.
Group memory and manageable memory store	Planned	Save group rules, facts, decisions, and output formats with view, correct, delete, and audit.
Natural-language routine/watch/PR follow creation from group chat	Planned	Group members can create, list, pause, and edit standing work in natural language.
Group message watch	Planned	Watch keywords, topics, or events and proactively trigger experts.
GitHub group repository Q&A, bug fixing, PR creation, CI tracking	Partially available	Reuse Coding Expert; add group grants, PR follow, and group audit.
Group audit, usage, cost, and failure-rate dashboards	Planned	Show operational quality and cost by platform, group, expert, tool, and model.

Recommended Development Order

Ship the Tag tab and docs: publish the current product boundary and roadmap.
Tag management model: define schemas for platform, group, expert, trigger policy, and session.
Capability status page: show current IM integrations, trigger bindings, connection state, and recent errors in the admin UI.
Access Bundle v1: start with knowledge bases, toolsets, model, write switch, and budget.
Unified progress events: define progress events that Lark, DingTalk, and WeCom can render natively.
Group memory v1: support remember, list, correct, delete, and audit.
Routine v1: start from Schedule Trigger, then add natural-language creation and group management.
Audit and usage: complete Tag-session-level audit, cost, and failure analysis.

​Status Labels

​IM Integration

​Xpert Platform Capabilities

​Xpert Tag Product Capabilities

​Recommended Development Order

Status Labels

IM Integration

Xpert Platform Capabilities

Xpert Tag Product Capabilities

Recommended Development Order