PRYAJA3 Run
Новая квартира будет не скоро, через 1-2 года Такс, хорошо, что там с моим вишлистом? Собери ссылки…
Full run report surface: plan, LangGraph checkpoints, step evaluations, tools, artifacts, approvals, costs and trace links.
Run state
Canonical status, graph runtime state and live progress.
Identity and task binding
The channel/user/thread/task context selected before strategy execution.
Dynamic subtask graph
Capability-first DAG for external “do it end-to-end” workflows: employees, required capabilities, candidate MCP/tools and blockers.
Agent handoff timeline
Visual path through strategy roles, from intake to tools, evaluation, approval and finish.
PlanSpec
Planner output that was executed by the graph runtime.
Current progress on alternative wishlist service selection is identified; Status of marketplace link gathering and originality verification is retrieved
Response is written in the Coordinator Tkach persona; Directly answers the user's prompt about the wishlist, links, and packaging
memory write prepared; episode summary captured
Tool calls
Concrete tool executions with policy decisions, status, evidence and errors.
LangGraph checkpoint and hooks
Execution coordinates, checkpoints and hook counts.
{
"checkpoint_state": {
"resume_supported": true,
"completed_step_ids": [
"check_active_task_status",
"draft_coordinator_response",
"MEMORY-3"
],
"last_step_id": "MEMORY-3",
"backend": "file_json",
"thread_id": "run-efeb308c",
"checkpoint_ns": "execution",
"checkpoint_id": "1f13a5fc-536d-6bf3-8007-8b8b3169337f",
"checkpoint_path": "/checkpoints/langgraph/langgraph-checkpoints.json",
"phase": "completed",
"approval_state": "not_required",
"post_execution_backend": "file_json",
"post_execution_thread_id": "run-efeb308c",
"post_execution_checkpoint_ns": "post_execution",
"post_execution_checkpoint_id": "1f13a5fd-ab18-6cd6-800e-b8b01adb3502",
"post_execution_checkpoint_parent_id": "1f13a5fd-ab15-6550-800d-db24359d3886",
"post_execution_checkpoint_path": "/checkpoints/langgraph/langgraph-checkpoints.json"
},
"graph_runtime": {
"engine": "langgraph",
"visited_nodes": [
"select_step",
"execute_step",
"select_step",
"execute_step",
"select_step",
"execute_step",
"select_step"
],
"post_execution_visited_nodes": [
"evaluate_post_execution",
"decide_replan",
"collect_approvals",
"evaluate_promotion_gate",
"finalize_post_execution"
],
"post_execution_phase": "completed",
"post_execution_canonical_status": "completed"
},
"hook_counts": {
"before_step": 5,
"after_step": 5,
"before_tool": 5,
"after_tool": 5,
"on_finish": 1
}
}Routing and memory context
Auto-context selection, memory read/write sets and context pack size.
{
"route_evidence": {
"message_preview": "Новая квартира будет не скоро, через 1-2 года Такс, хорошо, что там с моим вишлистом? Собери ссылки где купить желаемые мною подарки (так чтобы цена была низкой, но точно оригинал, смотри в том числе маркетплейсы, проверяй отзывы) и упакую все красиво по ссылке, дай мне ссылку ч…",
"looks_like_followup": false,
"reply_thread_id": null,
"query_semantic_tokens": [
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"мне",
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"переслал",
"подарк",
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"смотр",
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],
"candidate_count": 23,
"selected_candidate": {
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"title": "Task progress",
"score": 13906,
"support_score": 12948,
"support_sources": [
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],
"matched_tokens": [
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"matched_graph_labels": [
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]
},
"top_candidates": [
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"matched_tokens": [
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"matched_graph_labels": [
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]
},
{
"thread_id": "thread-91d440ff",
"title": "Мне в глаз попало несколько капель брызгами от средства ph up для гидропонной ф…",
"score": 2816,
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],
"matched_graph_labels": []
},
{
"thread_id": "thread-18a8d854",
"title": "Human approval queue",
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"support_sources": [
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],
"matched_tokens": [
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],
"matched_graph_labels": []
},
{
"thread_id": "thread-48717b28",
"title": "Оцени уровень вреда от курения glo, в том числе в период подготовки к зачатию",
"score": 567,
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"support_sources": [
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],
"matched_tokens": [
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],
"matched_graph_labels": []
},
{
"thread_id": "thread-7529ec06",
"title": "Привет. Меня зовут Сергей, я генеральный директор Инноцифры. Собери информацию…",
"score": 454,
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"support_sources": [
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],
"matched_tokens": [
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],
"matched_graph_labels": []
}
],
"judge_reason": "The user's message directly references the ongoing task of creating a wishlist, finding original items at low prices on marketplaces, and generating a shareable link, which perfectly matches the context and graph nodes…",
"judge_confidence": 0.99,
"judge_evidence": {
"matched_signals": [
"semantic continuity",
"graph",
"memory",
"task",
"context"
],
"decision_risk": "low"
},
"judge_model": "gemini-3.1-pro-preview",
"judge_json_repaired": false
},
"context_pack": {
"selected_memory_count": 12,
"graph_count": 15,
"message_count": 1
},
"degraded_flags": [],
"hard_degraded_flags": []
}Approvals and promotion
Human gates, child verification runs and promotion state.
Artifacts, costs and audit
Operational evidence that the run produced.
Raw run metadata
Low-level diagnostics for engineering/debug review.
{
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"route_type": "continue_existing",
"decision_source": "model_judge",
"candidate_retrieval_strategy": "semantic_graph_ranker_v3",
"route_evidence": {
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"looks_like_followup": false,
"reply_thread_id": null,
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"matched_graph_labels": [
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]
},
"top_candidates": [
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"matched_graph_labels": [
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]
},
{
"thread_id": "thread-91d440ff",
"title": "Мне в глаз попало несколько капель брызгами от средства ph up для гидропонной ф…",
"score": 2816,
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{
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"matched_graph_labels": []
},
{
"thread_id": "thread-48717b28",
"title": "Оцени уровень вреда от курения glo, в том числе в период подготовки к зачатию",
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"matched_graph_labels": []
},
{
"thread_id": "thread-7529ec06",
"title": "Привет. Меня зовут Сергей, я генеральный директор Инноцифры. Собери информацию…",
"score": 454,
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],
"judge_reason": "The user's message directly references the ongoing task of creating a wishlist, finding original items at low prices on marketplaces, and generating a shareable link, which perfectly matches the context and graph nodes…",
"judge_confidence": 0.99,
"judge_evidence": {
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],
"decision_risk": "low"
},
"judge_model": "gemini-3.1-pro-preview",
"judge_json_repaired": false
},
"degraded_flags": [],
"source_message_id": "662",
"reply_to_message_id": null,
"ingress_metadata": {
"telegramChatId": 613610837,
"telegramUsername": "Myasnikov_S",
"telegramFirstName": "Sergey",
"sourceMessageId": "662",
"userId": "telegram:613610837",
"agentMode": "chat",
"agentDifficulty": "complex",
"currentDate": "2026-04-17",
"channelIdentity": {
"userId": "telegram:613610837",
"channel": "telegram",
"externalUserId": "613610837",
"externalChatId": "613610837",
"username": "Myasnikov_S",
"displayName": "Sergey",
"metadata": {
"telegramChatId": 613610837,
"telegramUsername": "Myasnikov_S",
"telegramFirstName": "Sergey"
},
"linkedAt": "2026-04-07T15:22:19.189Z",
"updatedAt": "2026-04-17T13:15:26.718Z"
},
"ingress_source": "telegram",
"telegram_source_user_id": "613610837",
"telegram_chat_id": "613610837",
"telegram_source_message_id": "662",
"telegram_reply_to_message_id": null,
"reply_thread_binding_resolved": false,
"telegram_reply_delivery": null,
"telegram_reply_delivery_source": null,
"reply_approval_id": null,
"request_id": "req-fe13f0821c584ad3",
"trace_id": "trace-95c8631d7a404781",
"request_run_id": null,
"request_path": "https://pryaja.uvvu.ru/traces/phoenix/v1/telegram/ingress/execute",
"operator_intent_classification": {
"route_type": "none",
"confidence": 1,
"reason": "The user is asking to continue or re-execute the wishlist task, specifically requesting the search for links, price/authenticity verification, and the creation of a shareable link.",
"selected_run_id": "run-f59fb8f4",
"selected_approval_id": "",
"approval_decision": "",
"task_action": "force_replan",
"auto_approve_safe_task_actions": true,
"tkach_pipeline_goal": "Collect gift links with low prices and original verification, then create a shareable wishlist link.",
"tkach_next_steps": [
"Search for the items in the user's wishlist across marketplaces",
"Verify authenticity and price for each item based on reviews and seller ratings",
"Compile the links into a shareable format or external wishlist service",
"Provide the final shareable link to the user"
],
"human_gate_policy": "Proceed with research and link compilation; notify user if specific preferences for a wishlist platform are needed.",
"wants_plain_language": true,
"llm": {
"model": "gemini-3-flash-preview",
"usage": {
"prompt_tokens": 1730,
"completion_tokens": 278,
"cached_tokens": 0,
"total_tokens": 2604
}
}
}
},
"request_id": "req-fe13f0821c584ad3",
"trace_id": "trace-95c8631d7a404781",
"request_path": "https://pryaja.uvvu.ru/traces/phoenix/v1/telegram/ingress/execute",
"recorded_at": "2026-04-17T13:18:41.309965+00:00",
"current_date": "2026-04-17",
"message": "Новая квартира будет не скоро, через 1-2 года\n\nТакс, хорошо, что там с моим вишлистом? Собери ссылки где купить желаемые мною подарки (так чтобы цена была низкой, но точно оригинал, смотри в том числе маркетплейсы, проверяй отзывы) и упакую все красиво по ссылке, дай мне ссылку чтобы я переслал друзьям",
"message_length": 303,
"worker_id": "worker-1",
"runtime_path": "canonical-worker-v3",
"current_stage": "worker.completed",
"progress_percent": 100,
"progress_summary": "Canonical worker completed and persisted the final result.",
"current_step_id": null,
"last_progress_at": "2026-04-17T13:18:41.309965+00:00",
"selected_memory_count": 12,
"graph_count": 15,
"message_count": 1,
"agentic_workflow_decision": {
"enabled": false,
"confidence": 0,
"workflow_kind": "none",
"objective": "",
"reason": "LLM classification failed: Unterminated string starting at: line 27 column 7 (char 1209)",
"required_capabilities": [],
"capability_needs": [],
"policy_constraints": {
"risk_flags": [],
"required_human_input": [],
"human_gate_only_if": []
},
"service_candidates": [],
"must_create_subtask_graph": false,
"must_use_mcp_or_browser_if_available": false,
"must_verify_external_result": false,
"must_not_claim_done_without_artifact": true,
"operator_overview": false,
"development_patch_proposal": false,
"lightweight_strategy": false,
"source_grounded_answer": false,
"decision_notes": [
"Classifier failed: Unterminated string starting at: line 27 column 7 (char 1209)"
],
"source": "llm_error_no_keyword_fallback"
},
"timeout_scope": "answer",
"timeout_budget_ms": 135000,
"timeout_deadline_at": "2026-04-17T13:19:56.083893+00:00",
"heartbeat_seq": 3,
"heartbeat_scope": "answer",
"heartbeat_at": "2026-04-17T13:17:56.430628+00:00",
"plan_version": "target-worker-validated-v3",
"step_count": 3,
"step_index": 3,
"step_total": 3,
"stalled_step_id": "MEMORY-3",
"step_status": "completed",
"research_high_confidence": 0,
"llm_model": "gemini-3.1-pro-preview",
"replan_count": 1,
"approval_count": 0,
"checkpoint_phase": "completed",
"approval_state": "not_required",
"artifact_count": 18,
"evaluation_count": 3,
"tool_registry_count": 22,
"tool_registry_source": "target_api",
"graph_runtime_engine": "langgraph",
"execution_mode": "canonical",
"repair_flags": [
"plan_repaired",
"plan_critic_repair",
"critic_json_repair"
],
"hard_degraded_flags": [],
"plan_source": "llm_planner_validated",
"assigned_employee_id": "employee-memory-steward",
"assigned_employee_name": "Смотритель памяти",
"assigned_employee_role": "memory",
"employee_assignment": {
"employee_id": "employee-memory-steward",
"score": 62,
"matched_tokens": [
"user",
"том"
],
"matched_tools": [
"artifact.write",
"memory.extract",
"operator.memory"
],
"role_fit": 8,
"stewardship_fit": 10,
"source": "employee_registry_affinity_v1",
"reason": "mode=chat; role=memory; tool experience: artifact.write, memory.extract, operator.memory; matched domain tokens: user, том"
},
"employee_assignment_candidates": [
{
"employee_id": "employee-memory-steward",
"score": 62,
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