PRYAJA3 Run
подумай сам какие подарки я бы хотел и собери мне вишлист
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.
Real-time status of the wishlist generation task is extracted; Current blockers or active subtasks (like switching from Lester Wish) are identified
Response is written in the persona of Coordinator Tkach; Response explicitly mentions the search for original/low-price items and the verified public link requirement
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_task_status",
"formulate_response",
"MEMORY-3"
],
"last_step_id": "MEMORY-3",
"backend": "file_json",
"thread_id": "run-4631142d",
"checkpoint_ns": "execution",
"checkpoint_id": "1f13a558-3ad5-60d9-8007-d44c53a17020",
"checkpoint_path": "/checkpoints/langgraph/langgraph-checkpoints.json",
"phase": "completed",
"approval_state": "not_required",
"post_execution_backend": "file_json",
"post_execution_thread_id": "run-4631142d",
"post_execution_checkpoint_ns": "post_execution",
"post_execution_checkpoint_id": "1f13a559-bb27-6e4a-800e-99826cf0ab49",
"post_execution_checkpoint_parent_id": "1f13a559-bb23-6b43-800d-11b591ba9b01",
"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": "подумай сам какие подарки я бы хотел и собери мне вишлист",
"looks_like_followup": false,
"reply_thread_id": null,
"query_semantic_tokens": [
"вишлист",
"каки",
"какие",
"мне",
"подарк",
"подарки",
"подумай",
"сам",
"собер",
"собери",
"хотел"
],
"candidate_count": 20,
"selected_candidate": {
"thread_id": "thread-c87de37f",
"title": "Task progress",
"score": 4316,
"support_score": 4036,
"support_sources": [
"memory",
"task",
"context",
"graph_direct",
"graph_neighbor"
],
"matched_tokens": [
"вишлист",
"каки",
"какие",
"мне",
"подарк",
"подарки",
"сам",
"хотел"
],
"matched_graph_labels": [
"Создание вишлиста на день рождения: поиск товаров с проверкой оригинальности и низких цен, выбор альтернативного сервиса (вместо Lester Wish), формирование публичной ссылки."
]
},
"top_candidates": [
{
"thread_id": "thread-c87de37f",
"title": "Task progress",
"score": 4316,
"support_score": 4036,
"support_sources": [
"memory",
"task",
"context",
"graph_direct",
"graph_neighbor"
],
"matched_tokens": [
"вишлист",
"каки",
"какие",
"мне",
"подарк",
"подарки",
"сам",
"хотел"
],
"matched_graph_labels": [
"Создание вишлиста на день рождения: поиск товаров с проверкой оригинальности и низких цен, выбор альтернативного сервиса (вместо Lester Wish), формирование публичной ссылки."
]
},
{
"thread_id": "thread-91d440ff",
"title": "Мне в глаз попало несколько капель брызгами от средства ph up для гидропонной ф…",
"score": 1048,
"support_score": 883,
"support_sources": [
"memory",
"task",
"context"
],
"matched_tokens": [
"вишлист",
"каки",
"какие",
"мне",
"подарк"
],
"matched_graph_labels": []
},
{
"thread_id": "thread-18a8d854",
"title": "Human approval queue",
"score": 685,
"support_score": 553,
"support_sources": [
"memory",
"task",
"context"
],
"matched_tokens": [
"вишлист",
"каки",
"какие",
"мне",
"сам"
],
"matched_graph_labels": []
},
{
"thread_id": "thread-7529ec06",
"title": "Привет. Меня зовут Сергей, я генеральный директор Инноцифры. Собери информацию…",
"score": 458,
"support_score": 277,
"support_sources": [
"memory",
"task",
"context"
],
"matched_tokens": [
"мне",
"собер",
"собери"
],
"matched_graph_labels": []
},
{
"thread_id": "thread-eb6ce48f",
"title": "Human approval queue",
"score": 151,
"support_score": 84,
"support_sources": [
"task",
"context"
],
"matched_tokens": [
"каки",
"какие"
],
"matched_graph_labels": []
}
],
"judge_reason": "The user's request to generate gift ideas and compile a wishlist directly matches the ongoing task in thread-c87de37f, which involves creating a birthday wishlist and finding gift ideas.",
"judge_confidence": 0.98,
"judge_evidence": {
"matched_signals": [
"semantic continuity",
"graph_direct",
"memory",
"task"
],
"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.
{
"source": "target-runtime",
"route_type": "continue_existing",
"decision_source": "model_judge",
"candidate_retrieval_strategy": "semantic_graph_ranker_v3",
"route_evidence": {
"message_preview": "подумай сам какие подарки я бы хотел и собери мне вишлист",
"looks_like_followup": false,
"reply_thread_id": null,
"query_semantic_tokens": [
"вишлист",
"каки",
"какие",
"мне",
"подарк",
"подарки",
"подумай",
"сам",
"собер",
"собери",
"хотел"
],
"candidate_count": 20,
"selected_candidate": {
"thread_id": "thread-c87de37f",
"title": "Task progress",
"score": 4316,
"support_score": 4036,
"support_sources": [
"memory",
"task",
"context",
"graph_direct",
"graph_neighbor"
],
"matched_tokens": [
"вишлист",
"каки",
"какие",
"мне",
"подарк",
"подарки",
"сам",
"хотел"
],
"matched_graph_labels": [
"Создание вишлиста на день рождения: поиск товаров с проверкой оригинальности и низких цен, выбор альтернативного сервиса (вместо Lester Wish), формирование публичной ссылки."
]
},
"top_candidates": [
{
"thread_id": "thread-c87de37f",
"title": "Task progress",
"score": 4316,
"support_score": 4036,
"support_sources": [
"memory",
"task",
"context",
"graph_direct",
"graph_neighbor"
],
"matched_tokens": [
"вишлист",
"каки",
"какие",
"мне",
"подарк",
"подарки",
"сам",
"хотел"
],
"matched_graph_labels": [
"Создание вишлиста на день рождения: поиск товаров с проверкой оригинальности и низких цен, выбор альтернативного сервиса (вместо Lester Wish), формирование публичной ссылки."
]
},
{
"thread_id": "thread-91d440ff",
"title": "Мне в глаз попало несколько капель брызгами от средства ph up для гидропонной ф…",
"score": 1048,
"support_score": 883,
"support_sources": [
"memory",
"task",
"context"
],
"matched_tokens": [
"вишлист",
"каки",
"какие",
"мне",
"подарк"
],
"matched_graph_labels": []
},
{
"thread_id": "thread-18a8d854",
"title": "Human approval queue",
"score": 685,
"support_score": 553,
"support_sources": [
"memory",
"task",
"context"
],
"matched_tokens": [
"вишлист",
"каки",
"какие",
"мне",
"сам"
],
"matched_graph_labels": []
},
{
"thread_id": "thread-7529ec06",
"title": "Привет. Меня зовут Сергей, я генеральный директор Инноцифры. Собери информацию…",
"score": 458,
"support_score": 277,
"support_sources": [
"memory",
"task",
"context"
],
"matched_tokens": [
"мне",
"собер",
"собери"
],
"matched_graph_labels": []
},
{
"thread_id": "thread-eb6ce48f",
"title": "Human approval queue",
"score": 151,
"support_score": 84,
"support_sources": [
"task",
"context"
],
"matched_tokens": [
"каки",
"какие"
],
"matched_graph_labels": []
}
],
"judge_reason": "The user's request to generate gift ideas and compile a wishlist directly matches the ongoing task in thread-c87de37f, which involves creating a birthday wishlist and finding gift ideas.",
"judge_confidence": 0.98,
"judge_evidence": {
"matched_signals": [
"semantic continuity",
"graph_direct",
"memory",
"task"
],
"decision_risk": "low"
},
"judge_model": "gemini-3.1-pro-preview",
"judge_json_repaired": false
},
"degraded_flags": [],
"source_message_id": "654",
"reply_to_message_id": null,
"ingress_metadata": {
"telegramChatId": 613610837,
"telegramUsername": "Myasnikov_S",
"telegramFirstName": "Sergey",
"sourceMessageId": "654",
"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": "2026-04-17T12:02:04.813Z"
},
"ingress_source": "telegram",
"telegram_source_user_id": "613610837",
"telegram_chat_id": "613610837",
"telegram_source_message_id": "654",
"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-1c7fe459c47a443a",
"trace_id": "trace-b4f8cd71a14449ba",
"request_run_id": null,
"request_path": "https://pryaja.uvvu.ru/traces/phoenix/v1/telegram/ingress/execute",
"operator_intent_classification": {
"route_type": "none",
"confidence": 0,
"reason": "llm_error:JSONDecodeError"
}
},
"request_id": "req-1c7fe459c47a443a",
"trace_id": "trace-b4f8cd71a14449ba",
"request_path": "https://pryaja.uvvu.ru/traces/phoenix/v1/telegram/ingress/execute",
"recorded_at": "2026-04-17T12:05:29.265745+00:00",
"current_date": "2026-04-17",
"message": "подумай сам какие подарки я бы хотел и собери мне вишлист",
"message_length": 57,
"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": "2026-04-17T12:05:29.265745+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: Expecting property name enclosed in double quotes: line 39 column 6 (char 1648)",
"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: Expecting property name enclosed in double quotes: line 39 column 6 (char 1648)"
],
"source": "llm_error_no_keyword_fallback"
},
"timeout_scope": "answer",
"timeout_budget_ms": 135000,
"timeout_deadline_at": "2026-04-17T12:06:32.601259+00:00",
"heartbeat_seq": 3,
"heartbeat_scope": "answer",
"heartbeat_at": "2026-04-17T12:04:32.710331+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": 19,
"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",
"memory_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": 58,
"matched_tokens": [
"user"
],
"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"
},
"employee_assignment_candidates": [
{
"employee_id": "employee-memory-steward",
"score": 58,
"matched_tokens": [
"user"
],
"matched_tools": [
"artifact.write",
"memory.extract",
"operator.memory"
],
"role_fit": 8,
"stewardship_fit": 10
},
{
"employee_id": "employee-tkach",
"score": 58,
"matched_tokens": [
"status",
"tkach",
"user",
"сам"
],
"matched_tools": [
"artifact.write",
"operator.memory"
],
"role_fit": 8,
"stewardship_fit": 10
},
{
"employee_id": "employee-openproject-steward",
"score": 46,
"matched_tokens": [
"status"
],
"matched_tools": [
"artifact.write",
"operator.tasks"
],
"role_fit": 8,
"stewardship_fit": 10
},
{
"employee_id": "employee-research-specialist",
"score": 20,
"matched_tokens": [],
"matched_tools": [
"artifact.write"
],
"role_fit": 8,
"stewardship_fit": 0
},
{
"employee_id": "employee-runtime-steward",
"score": 20,
"matched_tokens": [],
"matched_tools": [
"artifact.write"
],
"role_fit": 8,
"stewardship_fit": 0
}
],
"graph_runtime_checkpoint": "file_json",
"graph_runtime_checkpoint_thread_id": "run-4631142d",
"graph_runtime_checkpoint_ns": "execution",
"graph_runtime_checkpoint_id": "1f13a558-3ad5-60d9-8007-d44c53a17020",
"graph_runtime_checkpoint_parent_id": "1f13a558-3ad3-6854-8006-f3025c5071b6",
"graph_runtime_checkpoint_path": "/checkpoints/langgraph/langgraph-checkpoints.json",
"graph_runtime_node_count": 2,
"graph_runtime_edge_count": 3,
"graph_runtime_visited_nodes": [
"select_step",
"execute_step",
"select_step",
"execute_step",
"select_step",
"execute_step",
"select_step"
],
"graph_runtime_post_execution_engine": "langgraph",
"graph_runtime_post_execution_checkpoint": "file_json",
"graph_runtime_post_execution_checkpoint_thread_id": "run-4631142d",
"graph_runtime_post_execution_checkpoint_ns": "post_execution",
"graph_runtime_post_execution_checkpoint_id": "1f13a559-bb27-6e4a-800e-99826cf0ab49",
"graph_runtime_post_execution_checkpoint_parent_id": "1f13a559-bb23-6b43-800d-11b591ba9b01",
"graph_runtime_post_execution_checkpoint_path": "/checkpoints/langgraph/langgraph-checkpoints.json",
"graph_runtime_post_execution_node_count": 5,
"graph_runtime_post_execution_edge_count": 8,
"graph_runtime_post_execution_visited_nodes": [
"evaluate_post_execution",
"decide_replan",
"collect_approvals",
"evaluate_promotion_gate",
"finalize_post_execution"
],
"graph_runtime_post_execution_phase": "completed",
"graph_runtime_post_execution_approval_state": "not_required",
"graph_runtime_post_execution_effective_approval_state": "not_required",
"graph_runtime_post_execution_canonical_status": "completed",
"graph_runtime_post_execution_outcome": {
"phase": "completed",
"approval_state": "not_required",
"canonical_status": "completed",
"promotion_gate": {},
"promotion_approval": {},
"summary": "Post-execution finalized without pending approvals."
},
"graph_runtime_post_execution_summary": "Post-execution finalized without pending approvals.",
"completed_step_ids": [
"check_task_status",
"formulate_response",
"MEMORY-3"
],
"wall_clock_ms": 189085,
"queue_wait_ms": 189108,
"memory_read_set": [
{
"kind": "memory",
"memory_id": "mem-444c78bb8e08",
"type": "active_thread",
"key": "task-c058ae95",
"confidence": 0.99
},
{
"kind": "memory",
"memory_id": "mem-a472a73f6849",
"type": "episode",
"key": "episode:task-fa84a429",
"confidence": 0.82
},
{
"kind": "memory",
"memory_id": "mem-7a20e367cef3",
"type": "episode",
"key": "episode:task-ce574427",
"confidence": 0.82
},
{
"kind": "memory",
"memory_id": "mem-9f8da7ce584b",
"type": "episode",
"key": "episode:task-14124f23",
"confidence": 0.82
},
{
"kind": "memory",
"memory_id": "mem-a8a6ec74263e",
"type": "active_thread",
"key": "task-dba31df8",
"confidence": 0.99
},
{
"kind": "memory",
"memory_id": "mem-0df12ff68078",
"type": "active_thread",
"key": "task-dba31df8",
"confidence": 0.99
},
{
"kind": "memory",
"memory_id": "mem-f0051f2ed66f",
"type": "active_thread",
"key": "task-779e52d8",
"confidence": 0.99
},
{
"kind": "memory",
"memory_id": "mem-e2521242cd96",
"type": "episode",
"key": "episode:task-75a0eafe",
"confidence": 0.82
},
{
"kind": "memory",
"memory_id": "mem-9d2b1390bb34",
"type": "episode",
"key": "episode:task-494c7691",
"confidence": 0.82
},
{
"kind": "memory",
"memory_id": "mem-31eedc3025bb",
"type": "preference",
"key": "persona_preference",
"confidence": 0.99
},
{
"kind": "memory",
"memory_id": "mem-3bc063e6e54d",
"type": "preference",
"key": "automation_policy",
"confidence": 0.99
},
{
"kind": "memory",
"memory_id": "mem-b91d1527b209",
"type": "preference",
"key": "coordinator_persona",
"confidence": 0.99
},
{
"kind": "graph_node",
"node_id": "node-8565e9117e7c",
"label": "Создание вишлиста на день рождения: поиск товаров с проверкой оригинальности и низких цен, выбор альтернативного сервиса (вместо Lester Wish), формирование публичной ссылки.",
"confidence": 0.99
},
{
"kind": "graph_node",
"node_id": "node-e30f9c1f0017",
"label": "Items must be original, low-priced, and sourced from marketplaces. Result must be a verified_public_link.",
"confidence": 0.99
},
{
"kind": "graph_node",
"node_id": "node-f8f481d8b665",
"label": "User prefers interaction with 'Coordinator Tkach' persona for task management and status updates.",
"confidence": 0.99
},
{
"kind": "graph_node",
"node_id": "node-a7cf469fbd06",
"label": "Birthday wishlist creation: Coordinator Tkach is managing the process of selecting gifts, finding low-price/original links on marketplaces, and generating a verified public link. Current focus: browsing/research for alternative services to…",
"confidence": 0.99
},
{
"kind": "graph_node",
"node_id": "node-e9fb9b9045dc",
"label": "User requested the assistant to act as 'Coordinator Tkach' for task management, focusing on complex execution and verified results without unnecessary human approval.",
"confidence": 0.99
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