refactor: unify skills+cli runtime and streamline ag-ui flow
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{
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"id": "refactor-tool-cli-skill-ui-schema",
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"name": "refactor-tool-cli-skill-ui-schema",
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"title": "Refactor agent tools into CLI + skill-driven UI schema flow",
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"description": "Wrap current AgentScope tools as CLI commands, add a skill that teaches the agent how to invoke the CLI, replace ui_hints-driven UI generation with tool-schema-driven rendering, and remove worker ui_hints output.",
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"status": "in_progress",
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"dev_type": "fullstack",
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"scope": "cross-domain",
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"priority": "P1",
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"creator": "qzl",
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"assignee": "qzl",
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"createdAt": "2026-04-20",
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"completedAt": null,
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"branch": "worktree/refactor-tool-cli-skill-ui-schema",
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"base_branch": "dev",
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"worktree_path": ".worktrees/refactor-tool-cli-skill-ui-schema",
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"current_phase": 2,
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"next_action": [
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{
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"phase": 1,
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"action": "implement"
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},
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{
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"phase": 2,
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"action": "check"
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},
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{
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"phase": 3,
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"action": "finish"
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},
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{
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"phase": 4,
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"action": "create-pr"
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}
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],
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"commit": null,
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"pr_url": null,
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"subtasks": [
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{
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"name": "Implement CLI router and handlers",
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"status": "completed"
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},
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{
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"name": "Create skill documentation (calendar, contacts, memory)",
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"status": "completed"
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},
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{
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"name": "Update protocol docs (tool-protocol.md, ui-schema.md)",
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"status": "completed"
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},
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{
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"name": "Update frontend ag_ui_event.dart for tool UI flow",
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"status": "completed"
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},
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{
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"name": "Write backend integration tests for CLI tool flow",
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"status": "completed"
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},
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{
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"name": "Write frontend tests for UI schema rendering",
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"status": "completed"
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},
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{
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"name": "Verify end-to-end agent -> CLI -> UI flow",
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"status": "pending"
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}
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],
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"children": [],
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"parent": null,
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"relatedFiles": [
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"backend/src/core/agentscope/tools/tool_config.py",
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"backend/src/core/agentscope/tools/toolkit.py",
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"backend/src/core/agentscope/runtime/stage_emitter.py",
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"backend/src/schemas/agent/runtime_models.py",
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"backend/src/v1/agent/utils.py",
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"apps/lib/core/chat/ag_ui_event.dart",
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"apps/lib/shared/widgets/ui_schema/ui_schema_renderer.dart",
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"docs/protocols/ui/ui-schema.md",
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"docs/protocols/ui/data-flow.md",
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"docs/protocols/agent/sse-events.md"
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],
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"notes": "Protocol docs must be updated before backend/frontend contract changes. Current implementation still compiles worker ui_hints into ui_schema and registers tools directly as Python functions.",
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"meta": {
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"feature_summary": "tool refactor + CLI wrapping + skill guidance + tool-schema rendered UI + worker output simplification"
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}
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}
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