Initial standalone memabra release
This commit is contained in:
Carlos Ouyang
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{
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"trajectory_id": "traj-d2d3a115-36d8-466f-9d14-bf741316f698",
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"task": {
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"task_id": "task-00ccd7d0-72d9-458f-87fa-be0ee5571e44",
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"input": "Check the current system status.",
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"channel": "telegram",
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"created_at": "2026-04-14T06:53:08.731950+00:00",
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"user_id": "oza"
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},
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"context_snapshot": {
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"conversation_summary": "",
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"environment_summary": "",
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"recent_failures": []
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},
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"candidate_sets": {
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"memory": [
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{
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"id": "mem-telegram-pref",
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"type": "memory",
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"title": "Telegram preference",
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"summary": "Prefer plain text on Telegram.",
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"triggers": [
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"telegram",
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"preference",
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"answer"
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],
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"cost": 0.0,
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"confidence": 0.95,
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"success_rate": 0.9,
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"freshness": 0.9,
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"risk": 0.0,
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"tags": [
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"output"
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],
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"source": "user",
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"type_payload": {}
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}
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],
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"skill": [
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{
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"id": "skill-deploy",
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"type": "skill",
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"title": "Deploy workflow",
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"summary": "Reusable deployment workflow.",
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"triggers": [
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"deploy",
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"workflow",
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"service"
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],
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"cost": 0.0,
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"confidence": 0.8,
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"success_rate": 0.9,
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"freshness": 0.8,
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"risk": 0.0,
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"tags": [
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"ops"
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],
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"source": "system",
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"type_payload": {}
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}
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],
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"tool": [
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{
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"id": "tool-terminal",
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"type": "tool",
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"title": "terminal",
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"summary": "Run terminal-style inspection commands.",
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"triggers": [
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"check",
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"current",
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"status",
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"system"
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],
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"cost": 0.0,
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"confidence": 0.95,
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"success_rate": 0.9,
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"freshness": 1.0,
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"risk": 0.0,
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"tags": [
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"inspection"
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],
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"source": "system",
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"type_payload": {}
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}
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]
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},
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"decisions": [
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{
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"step": 1,
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"decision_type": "call_tool",
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"selected_ids": [
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"tool-terminal"
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],
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"rejected_ids": [],
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"rationale": "Task asks for current state or external action; tool use is justified.",
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"estimated_cost": 0.0
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}
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],
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"events": [
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{
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"event_id": "evt-63d64eb8-16b1-4dc7-ae03-7c094bc6e64f",
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"trajectory_id": "traj-d2d3a115-36d8-466f-9d14-bf741316f698",
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"timestamp": "2026-04-14T06:53:08.732042+00:00",
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"stage": "retrieval",
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"event_type": "task_received",
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"payload": {
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"input": "Check the current system status."
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},
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"metrics": {},
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"parent_event_id": null
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},
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{
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"event_id": "evt-04ef718b-6973-465d-920e-bc501a6e02ad",
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"trajectory_id": "traj-d2d3a115-36d8-466f-9d14-bf741316f698",
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"timestamp": "2026-04-14T06:53:08.732049+00:00",
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"stage": "retrieval",
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"event_type": "candidates_recalled",
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"payload": {
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"memory_ids": [
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"mem-telegram-pref"
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],
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"skill_ids": [
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"skill-deploy"
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],
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"tool_ids": [
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"tool-terminal"
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]
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},
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"metrics": {},
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"parent_event_id": "evt-63d64eb8-16b1-4dc7-ae03-7c094bc6e64f"
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},
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{
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"event_id": "evt-50f19e1e-8771-42c1-8846-95b5e4a6f491",
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"trajectory_id": "traj-d2d3a115-36d8-466f-9d14-bf741316f698",
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"timestamp": "2026-04-14T06:53:08.732053+00:00",
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"stage": "policy",
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"event_type": "action_selected",
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"payload": {
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"step": 1,
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"decision_type": "call_tool",
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"selected_ids": [
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"tool-terminal"
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],
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"rejected_ids": [],
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"rationale": "Task asks for current state or external action; tool use is justified.",
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"estimated_cost": 0.0
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},
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"metrics": {},
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"parent_event_id": "evt-04ef718b-6973-465d-920e-bc501a6e02ad"
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},
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{
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"event_id": "evt-tool-traj-d2d3a115-36d8-466f-9d14-bf741316f698-tool-terminal",
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"trajectory_id": "traj-d2d3a115-36d8-466f-9d14-bf741316f698",
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"timestamp": "2026-04-14T06:53:08.732064+00:00",
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"stage": "execution",
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"event_type": "tool_called",
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"payload": {
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"tool_id": "tool-terminal",
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"input": "Check the current system status."
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},
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"metrics": {},
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"parent_event_id": null
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},
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{
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"event_id": "evt-tool-result-traj-d2d3a115-36d8-466f-9d14-bf741316f698-tool-terminal",
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"trajectory_id": "traj-d2d3a115-36d8-466f-9d14-bf741316f698",
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"timestamp": "2026-04-14T06:53:08.732068+00:00",
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"stage": "execution",
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"event_type": "tool_result",
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"payload": {
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"tool_id": "tool-terminal",
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"status": "success",
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"output": "demo-result-for:tool-terminal",
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"error": null,
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"latency_ms": 42
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},
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"metrics": {},
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"parent_event_id": null
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}
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],
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"outcome": {
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"status": "success",
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"steps": 1,
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"latency_ms": 42,
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"user_corrections": 0,
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"tool_errors": 0,
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"notes": "Draft trajectory generated by MemabraRunner with execution hooks."
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},
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"reward": {
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"total": 1.058,
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"components": {
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"task_success": 0.8,
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"retrieval_hit": 0.25,
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"tool_error": 0.0,
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"user_correction": 0.0,
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"latency": 0.042,
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"context_cost": 0.0,
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"useful_reuse": 0.05
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}
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}
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}
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