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.

Status
completed
Mode
chat
Difficulty
complex
Execution
canonical
Plan steps
3
Step runs
3
Tool calls
5
Approvals
0
Artifacts
19
Subtasks
0
Browser artifacts
0
Cost rows
6
completedlanggraphtarget-worker-validated-v3canonical-worker-v3Open task cardOpen JSON reportOpen Markdown reportOpen trace JSONOpen Phoenix trace
Canonical worker completed and persisted the final result.

Identity and task binding

The channel/user/thread/task context selected before strategy execution.

Run ID
run-efeb308c
Task ID
task-d31ecf1e
User
Sergey (user-c2bd75c8)
Thread
Task progress (thread-c87de37f)
Started
17 апр. 2026 г., 13:15
Completed
17 апр. 2026 г., 13:18
Updated
17 апр. 2026 г., 13:18
Final answer
Здравствуйте, Сергей. Говорит Координатор Ткач. Информацию по квартире принял — эти идеи пока откладываем на 1-2 года. Что касается вашего вишлиста ко дню рождения: процесс прямо сейчас находится в активной стадии выполнения. **Текущий статус работ:** 1. **Поиск и проверка товаров:** Я в фоновом режиме собираю ссылки на желаемые вами подарки на маркетплейсах. Главный приоритет — найти минимальную цену, но при этом жестко отфильтровать подделки. Каждая позиция проверяется на оригинальность и подтверждается отзывами покупателей. 2. **Оформление и упаковка:** Ранее в ходе работы мы приняли решение отказаться от сервиса Lester Wish в пользу более удобной и надежной альтернативы. Сейчас я переношу проверенные товары на новую платформу, чтобы всё выглядело эстетично. Как только все ссылки пройдут проверку и список будет окончательно сформирован, я сразу же передам вам готовую публичную сс…

Dynamic subtask graph

Capability-first DAG for external “do it end-to-end” workflows: employees, required capabilities, candidate MCP/tools and blockers.

Agentic workflow
off
Subtasks
0
Capabilities
0
Credentials
0
Browser/MCP artifacts
0
Source
n/a
No dynamic subtask graph is linked to this run.

Agent handoff timeline

Visual path through strategy roles, from intake to tools, evaluation, approval and finish.

operator->analystcheck_active_task_statuscompleted
Query the operator system to get the latest execution status, active runs, and memory updates for the wishlist creation tasks (task-dba31df8 and task-c058ae95).
tools: [object Object], [object Object], [object Object] · impact: Ensures the response is based on real-time system execution rather than hallucinated progress.
analyst->memorydraft_coordinator_responsecompleted
Draft a comprehensive response as Coordinator Tkach, explaining the current progress, the meticulous checks for originality and low prices on marketplaces, and providing the public link if ready (or an ETA if still processing).
tools: [object Object] · impact: Delivers a high-quality, persona-aligned update that satisfies the user's request for status and links.
memory->finishMEMORY-3completed
Persist durable memory updates after the main work is complete.
tools: [object Object] · impact: positive

PlanSpec

Planner output that was executed by the graph runtime.

Plan ID
plan-9f0a5712
Version
target-worker-validated-v3
Goal
No goal.
Source
llm_planner_validated
Step budget
Replans
1
check_active_task_statuscompletedstatus_retrieval3 tool calls
Query the operator system to get the latest execution status, active runs, and memory updates for the wishlist creation tasks (task-dba31df8 and task-c058ae95).
Current progress on alternative wishlist service selection is identified; Status of marketplace link gathering and originality verification is retrieved
operator.tasksoperator.active_runsoperator.memory
draft_coordinator_responsecompletedresponse_generation1 tool calls
Draft a comprehensive response as Coordinator Tkach, explaining the current progress, the meticulous checks for originality and low prices on marketplaces, and providing the public link if ready (or an ETA if still processing).
Response is written in the Coordinator Tkach persona; Directly answers the user's prompt about the wishlist, links, and packaging
artifact.write
MEMORY-3completedchat1 tool calls
Persist durable memory updates after the main work is complete.
memory write prepared; episode summary captured
memory.extract

Tool calls

Concrete tool executions with policy decisions, status, evidence and errors.

operator.taskscompletedcheck_active_task_status
policy: allow
risk: unknown
side effect: unknown
started: 17 апр. 2026 г., 13:15
completed:
No output summary stored.
operator.active_runscompletedcheck_active_task_status
policy: allow
risk: unknown
side effect: unknown
started: 17 апр. 2026 г., 13:15
completed:
No output summary stored.
operator.memorycompletedcheck_active_task_status
policy: allow
risk: unknown
side effect: unknown
started: 17 апр. 2026 г., 13:15
completed:
No output summary stored.
artifact.writecompleteddraft_coordinator_response
policy: allow
risk: unknown
side effect: unknown
started: 17 апр. 2026 г., 13:17
completed:
No output summary stored.
memory.extractcompletedMEMORY-3
policy: allow
risk: unknown
side effect: unknown
started: 17 апр. 2026 г., 13:17
completed:
No output summary stored.

LangGraph checkpoint and hooks

Execution coordinates, checkpoints and hook counts.

Checkpoint backend
file_json
Checkpoint ns
execution
Completed steps
3
Trace events
21
Trace tools
5
Trace replans
0
{
  "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
continue_existing
Decision
model_judge
Memory reads
0
Memory writes
0
Selected memory
12
Graph items
15
{
  "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": [
      "будет",
      "была",
      "вишлист",
      "вишлистом",
      "все",
      "где",
      "года",
      "дай",
      "друзь",
      "друзьям",
      "желаем",
      "желаемые",
      "квартир",
      "квартира",
      "красив",
      "красиво",
      "купить",
      "маркетплейс",
      "маркетплейсы",
      "мне",
      "мною",
      "моим",
      "низк",
      "низкой",
      "нова",
      "новая",
      "оригинал",
      "отзыв",
      "отзывы",
      "переслал",
      "подарк",
      "подарки",
      "проверяй",
      "скор",
      "скоро",
      "смотр",
      "смотри",
      "собер",
      "собери",
      "ссылк",
      "ссылке",
      "ссылки",
      "ссылку",
      "так",
      "такс",
      "там",
      "том",
      "точн",
      "точно",
      "упаку",
      "упакую",
      "хорош",
      "хорошо",
      "цена",
      "через",
      "числ",
      "числе",
      "что",
      "чтоб",
      "чтобы"
    ],
    "candidate_count": 23,
    "selected_candidate": {
      "thread_id": "thread-c87de37f",
      "title": "Task progress",
      "score": 13906,
      "support_score": 12948,
      "support_sources": [
        "memory",
        "task",
        "context",
        "graph_direct",
        "graph_neighbor"
      ],
      "matched_tokens": [
        "будет",
        "вишлист",
        "все",
        "где",
        "года",
        "дай",
        "друзь",
        "друзьям",
        "квартир",
        "красив",
        "купить",
        "маркетплейс",
        "мне",
        "низк",
        "оригинал",
        "отзыв",
        "отзывы",
        "подарк",
        "подарки",
        "собер",
        "собери",
        "ссылк",
        "ссылки",
        "ссылку",
        "так",
        "там",
        "том",
        "точн",
        "хорош",
        "цена",
        "через",
        "числ",
        "числе",
        "что",
        "чтоб",
        "чтобы"
      ],
      "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": 13906,
        "support_score": 12948,
        "support_sources": [
          "memory",
          "task",
          "context",
          "graph_direct",
          "graph_neighbor"
        ],
        "matched_tokens": [
          "будет",
          "вишлист",
          "все",
          "где",
          "года",
          "дай",
          "друзь",
          "друзьям",
          "квартир",
          "красив",
          "купить",
          "маркетплейс"
        ],
        "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": 2816,
        "support_score": 2397,
        "support_sources": [
          "memory",
          "task",
          "context"
        ],
        "matched_tokens": [
          "вишлист",
          "все",
          "где",
          "дай",
          "друзь",
          "друзьям",
          "купить",
          "маркетплейс",
          "мне",
          "оригинал",
          "отзыв",
          "отзывы"
        ],
        "matched_graph_labels": []
      },
      {
        "thread_id": "thread-18a8d854",
        "title": "Human approval queue",
        "score": 2595,
        "support_score": 2348,
        "support_sources": [
          "memory",
          "task",
          "context"
        ],
        "matched_tokens": [
          "вишлист",
          "все",
          "года",
          "дай",
          "мне",
          "низк",
          "ссылк",
          "ссылки",
          "что",
          "чтоб",
          "чтобы"
        ],
        "matched_graph_labels": []
      },
      {
        "thread_id": "thread-48717b28",
        "title": "Оцени уровень вреда от курения glo, в том числе в период подготовки к зачатию",
        "score": 567,
        "support_score": 295,
        "support_sources": [
          "memory",
          "task",
          "context"
        ],
        "matched_tokens": [
          "все",
          "где",
          "года",
          "мне",
          "том",
          "числ",
          "числе",
          "что",
          "чтоб",
          "чтобы"
        ],
        "matched_graph_labels": []
      },
      {
        "thread_id": "thread-7529ec06",
        "title": "Привет. Меня зовут Сергей, я генеральный директор Инноцифры. Собери информацию…",
        "score": 454,
        "support_score": 277,
        "support_sources": [
          "memory",
          "task",
          "context"
        ],
        "matched_tokens": [
          "мне",
          "собер",
          "собери"
        ],
        "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.

Approvals
0
Promotion state
not required
Ready for merge
no
Family runs
1
Child runs
0
Approval child runs
0
No approvals are linked to this run.

Artifacts, costs and audit

Operational evidence that the run produced.

Artifacts
19
Costs
6
Audit events
107
Phoenix spans
11
phoenix_trace_export
urn:pryaja3:artifact:phoenix-trace:run-efeb308c
llm_prompt
urn:pryaja3:artifact:llm-prompt:run-efeb308c:planner
llm_response
urn:pryaja3:artifact:llm-response:run-efeb308c:planner
plan_validation
urn:pryaja3:artifact:plan-validation:run-efeb308c
llm_response
urn:pryaja3:artifact:llm-response:run-efeb308c:planner-critic
operator_snapshot
urn:pryaja3:artifact:operator:operator.tasks:run-efeb308c:check_active_task_status
operator_snapshot
urn:pryaja3:artifact:operator:operator.active_runs:run-efeb308c:check_active_task_status
llm_response
urn:pryaja3:artifact:llm-response:run-efeb308c:answer
llm_prompt
urn:pryaja3:artifact:llm-prompt:run-efeb308c:memory
operator_snapshot
urn:pryaja3:artifact:operator:operator.memory:run-efeb308c:check_active_task_status
step_run_snapshot
urn:pryaja3:artifact:step-run:run-efeb308c:check_active_task_status
engineering_report
urn:pryaja3:artifact:engineering-report:run-efeb308c:draft_coordinator_response

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": "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": [
      "будет",
      "была",
      "вишлист",
      "вишлистом",
      "все",
      "где",
      "года",
      "дай",
      "друзь",
      "друзьям",
      "желаем",
      "желаемые",
      "квартир",
      "квартира",
      "красив",
      "красиво",
      "купить",
      "маркетплейс",
      "маркетплейсы",
      "мне",
      "мною",
      "моим",
      "низк",
      "низкой",
      "нова",
      "новая",
      "оригинал",
      "отзыв",
      "отзывы",
      "переслал",
      "подарк",
      "подарки",
      "проверяй",
      "скор",
      "скоро",
      "смотр",
      "смотри",
      "собер",
      "собери",
      "ссылк",
      "ссылке",
      "ссылки",
      "ссылку",
      "так",
      "такс",
      "там",
      "том",
      "точн",
      "точно",
      "упаку",
      "упакую",
      "хорош",
      "хорошо",
      "цена",
      "через",
      "числ",
      "числе",
      "что",
      "чтоб",
      "чтобы"
    ],
    "candidate_count": 23,
    "selected_candidate": {
      "thread_id": "thread-c87de37f",
      "title": "Task progress",
      "score": 13906,
      "support_score": 12948,
      "support_sources": [
        "memory",
        "task",
        "context",
        "graph_direct",
        "graph_neighbor"
      ],
      "matched_tokens": [
        "будет",
        "вишлист",
        "все",
        "где",
        "года",
        "дай",
        "друзь",
        "друзьям",
        "квартир",
        "красив",
        "купить",
        "маркетплейс",
        "мне",
        "низк",
        "оригинал",
        "отзыв",
        "отзывы",
        "подарк",
        "подарки",
        "собер",
        "собери",
        "ссылк",
        "ссылки",
        "ссылку",
        "так",
        "там",
        "том",
        "точн",
        "хорош",
        "цена",
        "через",
        "числ",
        "числе",
        "что",
        "чтоб",
        "чтобы"
      ],
      "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": 13906,
        "support_score": 12948,
        "support_sources": [
          "memory",
          "task",
          "context",
          "graph_direct",
          "graph_neighbor"
        ],
        "matched_tokens": [
          "будет",
          "вишлист",
          "все",
          "где",
          "года",
          "дай",
          "друзь",
          "друзьям",
          "квартир",
          "красив",
          "купить",
          "маркетплейс"
        ],
        "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": 2816,
        "support_score": 2397,
        "support_sources": [
          "memory",
          "task",
          "context"
        ],
        "matched_tokens": [
          "вишлист",
          "все",
          "где",
          "дай",
          "друзь",
          "друзьям",
          "купить",
          "маркетплейс",
          "мне",
          "оригинал",
          "отзыв",
          "отзывы"
        ],
        "matched_graph_labels": []
      },
      {
        "thread_id": "thread-18a8d854",
        "title": "Human approval queue",
        "score": 2595,
        "support_score": 2348,
        "support_sources": [
          "memory",
          "task",
          "context"
        ],
        "matched_tokens": [
          "вишлист",
          "все",
          "года",
          "дай",
          "мне",
          "низк",
          "ссылк",
          "ссылки",
          "что",
          "чтоб",
          "чтобы"
        ],
        "matched_graph_labels": []
      },
      {
        "thread_id": "thread-48717b28",
        "title": "Оцени уровень вреда от курения glo, в том числе в период подготовки к зачатию",
        "score": 567,
        "support_score": 295,
        "support_sources": [
          "memory",
          "task",
          "context"
        ],
        "matched_tokens": [
          "все",
          "где",
          "года",
          "мне",
          "том",
          "числ",
          "числе",
          "что",
          "чтоб",
          "чтобы"
        ],
        "matched_graph_labels": []
      },
      {
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