PRYAJA3 Board Card

Я составлял вишлист сам (тут есть что мне реально понравится, изучи это) и попросил ИИ помочь мне,…

Canonical task card with TaskBrief, route evidence, run lineage, approvals, artifacts and latest report signals.

Card status

Task-level state plus latest canonical run state.

Task status
completed
Source
telegram
Mode
chat
Difficulty
complex
Runs
1
Approvals
0
Latest steps
3
Latest artifacts
14
Dynamic subtasks
0
Bureaucracy events
100
completedOpen latest runOpenProject work-package:73

TaskBrief

The normalized task that OpenProject, Telegram and future channels feed into the same runtime.

Task ID
task-0f866381
User
user-c2bd75c8
Thread
thread-c87de37f
Created
17 апр. 2026 г., 13:10
Updated
17 апр. 2026 г., 13:10
Brief
Я составлял вишлист сам (тут есть что мне реально понравится, изучи это) и попросил ИИ помочь мне, вот что он дал Исключаем очистители воздуха и переходим к жесткому скорингу. Оценка каждой модели сформирована по 100-балльной шкале, где на каждый из четырех критериев (Цена-качество, Цена-функциональность, Надежность, Актуальность) выделено максимум 25 баллов. ### 1. Триммеры для бритья Гибридная система — это текущий предел развития ручного груминга. Прорывов в физике среза волоса не предвидитс…
Scores
complexity=35, risk=20, novelty=25
Flags
none

Latest execution flow

Plan, graph runtime and human gates for the latest run on this card.

completeddegradedtarget-worker-minimal-recovery-v1langgraph
Canonical worker completed and persisted the final result.
Plan steps
3
Step runs
3
Evaluations
3
Tool calls
20
Approvals
0
Family runs
1
Child runs
0
Promotion
not required

Dynamic Agentic Subtasks

Visible bureaucracy for “do it end-to-end” work: subtasks, responsible employees, MCP/tool candidates, blockers and verification evidence.

Agentic
off
Subtasks
0
Credential requests
0
Browser/MCP artifacts
1
Source
n/a
No dynamic subtasks are linked to the latest run.

Agent Work Story

One-page product view: TaskBrief -> PlanSpec -> agent roles -> tool calls -> evals -> approvals -> artifacts -> reports.

Open full run detailOpen JSON reportOpen Markdown reportOpen Phoenix trace
INTAKE-1intakecompleted1 tools
Понять цель запроса и проверить корректность привязки к цепочке.
goal clarified; thread binding preserved
context.inspectcompleted
policy: allow
No tool summary.
WORK-1plannercompleted18 tools
Выполнить задачу в рамках доступных инструментов и бюджета.
user gets a useful result; limits are explicit
browser.session.vaultcompleted
policy: allow
No tool summary.
context.inspectcompleted
policy: allow
No tool summary.
credential.requestskipped
policy: allow
No tool summary.
external.action.policyskipped
policy: deny
{"reason": "tool_call_budget_exceeded", "tool_call_budget": 4, "step_id": "WORK-1"}
human.approvalskipped
policy: deny
{"reason": "tool_call_budget_exceeded", "tool_call_budget": 4, "step_id": "WORK-1"}
mcp.catalog.searchskipped
policy: deny
{"reason": "tool_call_budget_exceeded", "tool_call_budget": 4, "step_id": "WORK-1"}
MEMORY-1memorycompleted1 tools
Сохранить релевантные обновления памяти и эпизод взаимодействия.
memory write prepared; future continuation is easier
memory.extractcompleted
policy: allow
No tool summary.
Approvals
0 linked human gates.
Artifacts
14 stored outputs/evidence records.
phoenix_trace_export: urn:pryaja3:artifact:phoenix-trace:run-704074c8
llm_prompt: urn:pryaja3:artifact:llm-prompt:run-704074c8:answer
llm_response: urn:pryaja3:artifact:llm-response:run-704074c8:answer
llm_prompt: urn:pryaja3:artifact:llm-prompt:run-704074c8:memory
plan_recovery: urn:pryaja3:artifact:plan-recovery:run-704074c8

Run timeline

Each run associated with this task. Open a run for full step/evaluation/tool-call detail.

run-704074c8completedchatcomplexdegraded
Canonical worker completed and persisted the final result.
updated: 17 апр. 2026 г., 13:10

Approvals

Human-gated decisions connected to this task.

No approvals for this task.

Task bureaucracy log

Agent reports, status-change events, approval delivery records and board sync signals for this task.

board.openproject.sync.completedRuntimesynced
status=synced; provider=openproject
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"provider":"openproject","status":"synced","artifact_id":"artifact-893ba9b6","dry_run":false,"work_package_id":"73"}
context.pack.writtenRuntime
{"context_keys":["mode_context","room_context","strategy_runtime","user_memory"]}
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"context_keys":["mode_context","room_context","strategy_runtime","user_memory"]}
worker.progressRuntime
Final bundle is ready to persist.
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","stage":"worker.finalizing","progress_percent":97,"summary":"Final bundle is ready to persist.","step_id":null,"heartbeat":false}
run.recordedRuntime
{"user_id":"user-c2bd75c8","plan_id":"plan-632170b5","mode":"chat","difficulty":"complex"}
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"user_id":"user-c2bd75c8","plan_id":"plan-632170b5","mode":"chat","difficulty":"complex"}
run.recordedRuntime
{"user_id":"user-c2bd75c8","plan_id":"plan-632170b5","mode":"chat","difficulty":"complex"}
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"user_id":"user-c2bd75c8","plan_id":"plan-632170b5","mode":"chat","difficulty":"complex"}
memory.updatedRuntime
{"worker_id":"worker-1","memory_items":4,"types":["episode","fact","preference"],"memory_write_set":[{"memory_id":"mem-c35886295d30","type":"fact","key":"user_hobby_hydroponics_plants","scope":"user","confidence":0.95,"extraction_method":"model-json"},{"memory_id":"mem-d037395a662e","type":"fact","key":"user_living_situation_new_apartment","scope":"user","c…
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","memory_items":4,"types":["episode","fact","preference"],"memory_write_set":[{"memory_id":"mem-c35886295d30","type":"fact","key":"user_hobby_hydroponics_plants","scope":"user","confidence":0.95,"extraction_method":"model-json"},{"memory_id":"mem-d037395a662e","type":"fact","key":"user_living_situation_new_apartment","scope":"user","confidence":0.9,"extraction_method":"model-json"},{"memory_id":"mem-6d6d2e1de127","type":"preference","key":"user_wishlist_evaluation_criteria","scope":"user","confidence":0.95,"extraction_method":"model-json"},{"memory_id":"mem-8c716712ddaf","type":"episode","key":"episode:wishlist_pragmatic_scoring","scope":"thread","confidence":0.99,"ex…
phoenix.export.exportedRuntime
{"worker_id":"worker-1","project_name":"pryaja3-target","project_id":"UHJvamVjdDoy","trace_id":"84a7bf0d4e70d24ac90cf3854ce9c811","span_count":26,"trace_url":"https://pryaja.uvvu.ru/traces/phoenix/projects/UHJvamVjdDoy/traces/84a7bf0d4e70d24ac90cf3854ce9c811","error":null}
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","project_name":"pryaja3-target","project_id":"UHJvamVjdDoy","trace_id":"84a7bf0d4e70d24ac90cf3854ce9c811","span_count":26,"trace_url":"https://pryaja.uvvu.ru/traces/phoenix/projects/UHJvamVjdDoy/traces/84a7bf0d4e70d24ac90cf3854ce9c811","error":null}
memory.model_extractedRuntime
{"worker_id":"worker-1","llm_model":"gemini-3.1-pro-preview","memory_items":4,"json_repaired":false}
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","llm_model":"gemini-3.1-pro-preview","memory_items":4,"json_repaired":false}
answer.evidence_guard_appliedRuntime
{"worker_id":"worker-1","removed_urls":[],"confirmed_urls":[],"confirmed_count":0}
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","removed_urls":[],"confirmed_urls":[],"confirmed_count":0}
answer.generatedRuntime
{"worker_id":"worker-1","llm_model":"gemini-3.1-pro-preview"}
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","llm_model":"gemini-3.1-pro-preview"}
step.finishedRuntimecompleted
status=completed
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","step_id":"MEMORY-1","status":"completed","execution_mode":"tool_executed"}
tool.call.completedRuntime
{"worker_id":"worker-1","step_id":"MEMORY-1","tool_name":"memory.extract","evidence_preview":"{\"candidate_count\": 0, \"candidates\": []}","issue_kind":null}
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","step_id":"MEMORY-1","tool_name":"memory.extract","evidence_preview":"{\"candidate_count\": 0, \"candidates\": []}","issue_kind":null}
step.finishedRuntimecompleted
status=completed
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","step_id":"WORK-1","status":"completed","execution_mode":"tool_executed"}
tool.call.skippedRuntime
{"worker_id":"worker-1","step_id":"WORK-1","tool_name":"credential.request","evidence_preview":"{\"required\": false, \"reason\": \"credential_request_deferred_until_concrete_browser_or_service_blocker\", \"policy\": \"Сначала выполняются tool discovery, research и Playwright/MCP попытка; credentials запрашиваются только после фактического blocker.\"}","iss…
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","step_id":"WORK-1","tool_name":"credential.request","evidence_preview":"{\"required\": false, \"reason\": \"credential_request_deferred_until_concrete_browser_or_service_blocker\", \"policy\": \"Сначала выполняются tool discovery, research и Playwright/MCP попытка; credentials запрашиваются только после фактического blocker.\"}","issue_kind":null}
tool.call.completedRuntime
{"worker_id":"worker-1","step_id":"WORK-1","tool_name":"context.inspect","evidence_preview":"{\"thread_id\": \"thread-c87de37f\", \"thread_title\": \"Task progress\", \"memory_count\": 12, \"message_count\": 2, \"graph_count\": 15, \"current_date\": \"2026-04-17\"}","issue_kind":null}
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","step_id":"WORK-1","tool_name":"context.inspect","evidence_preview":"{\"thread_id\": \"thread-c87de37f\", \"thread_title\": \"Task progress\", \"memory_count\": 12, \"message_count\": 2, \"graph_count\": 15, \"current_date\": \"2026-04-17\"}","issue_kind":null}
tool.call.completedRuntime
{"worker_id":"worker-1","step_id":"WORK-1","tool_name":"browser.session.vault","evidence_preview":"{\"session\": {\"session_id\": \"browser-session-22c63bb9fc55\", \"user_id\": \"user-c2bd75c8\", \"service_domain\": \"external-service\", \"profile_scope\": \"user_service\", \"state_uri\": \"urn:pryaja3:vault:browser-session:browser-session-22c63bb9fc55\", \…
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","step_id":"WORK-1","tool_name":"browser.session.vault","evidence_preview":"{\"session\": {\"session_id\": \"browser-session-22c63bb9fc55\", \"user_id\": \"user-c2bd75c8\", \"service_domain\": \"external-service\", \"profile_scope\": \"user_service\", \"state_uri\": \"urn:pryaja3:vault:browser-session:browser-session-22c63bb9fc55\", \"created_by_run_id\": \"run-704074c8\", \"sensitivity\": \"secret\", \"expires_at\": null, \"prompt_visibility\": \"redacted\"}, \"vault_policy\": \"state_uri is redacted; cookies/passwords are never written to normal memory or LLM-visible artifacts\"}","issue_kind":null}
tool.call.completedRuntime
{"worker_id":"worker-1","step_id":"WORK-1","tool_name":"artifact.write","evidence_preview":"{\"report_kind\": \"engineering_report\", \"report\": {\"title\": \"Анализ инженерного отчета: Отсутствие данных\", \"summary\": \"В предоставленных материалах отсутствуют данные репозитория и результаты тестов. Запрос содержит исключительно текстовое обсуждение выбо…
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","step_id":"WORK-1","tool_name":"artifact.write","evidence_preview":"{\"report_kind\": \"engineering_report\", \"report\": {\"title\": \"Анализ инженерного отчета: Отсутствие данных\", \"summary\": \"В предоставленных материалах отсутствуют данные репозитория и результаты тестов. Запрос содержит исключительно текстовое обсуждение выбора бытовой техники (триммеры, пылесосы, соковыжималки и т.д.) и не относится к программному коду или инженерной инфраструктуре, подлежащей ревью.\", \"confirmed_findings\": [\"Инженерные данные (код, конфигурации) не предоставлены.\", \"Результаты тестирования отсутствуют.\"], \"verification\": [\"Верификация невозможна из-за отсутствия т…
step.finishedRuntimecompleted
status=completed
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","step_id":"INTAKE-1","status":"completed","execution_mode":"tool_executed"}
tool.call.completedRuntime
{"worker_id":"worker-1","step_id":"INTAKE-1","tool_name":"context.inspect","evidence_preview":"{\"thread_id\": \"thread-c87de37f\", \"thread_title\": \"Task progress\", \"memory_count\": 12, \"message_count\": 2, \"graph_count\": 15, \"current_date\": \"2026-04-17\"}","issue_kind":null}
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","step_id":"INTAKE-1","tool_name":"context.inspect","evidence_preview":"{\"thread_id\": \"thread-c87de37f\", \"thread_title\": \"Task progress\", \"memory_count\": 12, \"message_count\": 2, \"graph_count\": 15, \"current_date\": \"2026-04-17\"}","issue_kind":null}
plan.recovered_after_errorRuntime
Unterminated string starting at: line 1 column 1551 (char 1550)
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","reason":"Unterminated string starting at: line 1 column 1551 (char 1550)"}
agentic.workflow_decisionllm_semantic_classifier
The user provided the text to be analyzed and their specific critique. The task requires semantic reasoning and application of the user's profile (from memory) to re-score the items, which can be done entirely within the LLM without external tools.
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","source":"llm_semantic_classifier","enabled":false,"confidence":0.95,"workflow_kind":"analytical_review","reason":"The user provided the text to be analyzed and their specific critique. The task requires semantic reasoning and application of the user's profile (from memory) to re-score the items, which can be done entirely within the LLM without external tools."}
employee.assignedRuntime
{"worker_id":"worker-1","run_id":"run-704074c8","task_id":"task-0f866381","employee_id":"employee-tkach","employee_name":"Ткач","employee_role":"operator","selection":{"employee_id":"employee-tkach","score":110,"matched_tokens":["необходимости","при","сам","только","чтобы"],"matched_tools":["artifact.write","operator.approvals","operator.memory","operator.o…
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","run_id":"run-704074c8","task_id":"task-0f866381","employee_id":"employee-tkach","employee_name":"Ткач","employee_role":"operator","selection":{"employee_id":"employee-tkach","score":110,"matched_tokens":["необходимости","при","сам","только","чтобы"],"matched_tools":["artifact.write","operator.approvals","operator.memory","operator.openproject","operator.runs","operator.system_overview"],"role_fit":8,"stewardship_fit":10,"source":"employee_registry_affinity_v1","reason":"mode=chat; role=operator; tool experience: artifact.write, operator.approvals, operator.memory, operator.openproject; matched domain tokens: необходимости, при, сам, только, чтобы"},"candidate_count"…
memory.readRuntime
{"worker_id":"worker-1","memory_read_set":[{"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-a472a73f6849","type":"episode","key":"episode:task-fa8…
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","memory_read_set":[{"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-a472a73f6849","type":"episode","key":"episode:task-fa84a429","confidence":0.82},{"kind":"memory","memory_id":"mem-c65609a12976","type":"episode","key":"episode:task-0db2a4f1","confidence":0.74},{"kind":"memory","memory_id":"mem-e2521242cd96","type":"episode","key":"episode:task-75a0eafe","confidence":0.82},{"kind":"memory","memory_id":"mem-229e64a09297","type":"episode","key":"episode:task-6…
context.retrievedRuntime
{"selected_memory_count":15,"graph_count":15,"worker_id":"worker-1","tool_registry_count":22,"tool_registry_source":"target_api"}
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"selected_memory_count":15,"graph_count":15,"worker_id":"worker-1","tool_registry_count":22,"tool_registry_source":"target_api"}
context.pack.writtenRuntime
{"context_keys":["mode_context","room_context","strategy_runtime","user_memory"]}
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"context_keys":["mode_context","room_context","strategy_runtime","user_memory"]}
memory.writtenRuntime
{"count":4,"keys":["episode:wishlist_pragmatic_scoring","user_hobby_hydroponics_plants","user_living_situation_new_apartment","user_wishlist_evaluation_criteria"]}
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"count":4,"keys":["episode:wishlist_pragmatic_scoring","user_hobby_hydroponics_plants","user_living_situation_new_apartment","user_wishlist_evaluation_criteria"]}
worker.completedRuntime
{"worker_id":"worker-1"}
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1"}
worker.progressRuntime
Post-execution finalized without pending approvals.
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","stage":"graph.post_execution.completed","progress_percent":94,"summary":"Post-execution finalized without pending approvals.","step_id":null,"heartbeat":false}
context.pack.writtenRuntime
{"context_keys":["mode_context","room_context","strategy_runtime","user_memory"]}
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"context_keys":["mode_context","room_context","strategy_runtime","user_memory"]}
run.recordedRuntime
{"user_id":"user-c2bd75c8","plan_id":"plan-632170b5","mode":"chat","difficulty":"complex"}
created: 17 апр. 2026 г., 13:10run run-704074c8thread thread-c87de37f
{"user_id":"user-c2bd75c8","plan_id":"plan-632170b5","mode":"chat","difficulty":"complex"}
run.recordedRuntime
{"user_id":"user-c2bd75c8","plan_id":"plan-632170b5","mode":"chat","difficulty":"complex"}
created: 17 апр. 2026 г., 13:09run run-704074c8thread thread-c87de37f
{"user_id":"user-c2bd75c8","plan_id":"plan-632170b5","mode":"chat","difficulty":"complex"}
worker.progressRuntime
Final answer draft is ready.
created: 17 апр. 2026 г., 13:09run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","stage":"answer.ready","progress_percent":90,"summary":"Final answer draft is ready.","step_id":"MEMORY-1","heartbeat":false}
context.pack.writtenRuntime
{"context_keys":["mode_context","room_context","strategy_runtime","user_memory"]}
created: 17 апр. 2026 г., 13:09run run-704074c8thread thread-c87de37f
{"context_keys":["mode_context","room_context","strategy_runtime","user_memory"]}
worker.heartbeatRuntime
Final answer LLM call is still running.
created: 17 апр. 2026 г., 13:09run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","stage":"answer.generating","progress_percent":82,"summary":"Final answer LLM call is still running.","step_id":"MEMORY-1","heartbeat":true}
run.recordedRuntime
{"user_id":"user-c2bd75c8","plan_id":"plan-632170b5","mode":"chat","difficulty":"complex"}
created: 17 апр. 2026 г., 13:09run run-704074c8thread thread-c87de37f
{"user_id":"user-c2bd75c8","plan_id":"plan-632170b5","mode":"chat","difficulty":"complex"}
context.pack.writtenRuntime
{"context_keys":["mode_context","room_context","strategy_runtime","user_memory"]}
created: 17 апр. 2026 г., 13:09run run-704074c8thread thread-c87de37f
{"context_keys":["mode_context","room_context","strategy_runtime","user_memory"]}
context.pack.writtenRuntime
{"context_keys":["mode_context","room_context","strategy_runtime","user_memory"]}
created: 17 апр. 2026 г., 13:09run run-704074c8thread thread-c87de37f
{"context_keys":["mode_context","room_context","strategy_runtime","user_memory"]}
worker.heartbeatRuntime
Final answer LLM call is still running.
created: 17 апр. 2026 г., 13:09run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","stage":"answer.generating","progress_percent":82,"summary":"Final answer LLM call is still running.","step_id":"MEMORY-1","heartbeat":true}
run.recordedRuntime
{"user_id":"user-c2bd75c8","plan_id":"plan-632170b5","mode":"chat","difficulty":"complex"}
created: 17 апр. 2026 г., 13:09run run-704074c8thread thread-c87de37f
{"user_id":"user-c2bd75c8","plan_id":"plan-632170b5","mode":"chat","difficulty":"complex"}
context.pack.writtenRuntime
{"context_keys":["mode_context","room_context","strategy_runtime","user_memory"]}
created: 17 апр. 2026 г., 13:09run run-704074c8thread thread-c87de37f
{"context_keys":["mode_context","room_context","strategy_runtime","user_memory"]}
worker.heartbeatRuntime
Final answer LLM call is still running.
created: 17 апр. 2026 г., 13:09run run-704074c8thread thread-c87de37f
{"worker_id":"worker-1","stage":"answer.generating","progress_percent":82,"summary":"Final answer LLM call is still running.","step_id":"MEMORY-1","heartbeat":true}
run.recordedRuntime
{"user_id":"user-c2bd75c8","plan_id":"plan-632170b5","mode":"chat","difficulty":"complex"}
created: 17 апр. 2026 г., 13:09run run-704074c8thread thread-c87de37f
{"user_id":"user-c2bd75c8","plan_id":"plan-632170b5","mode":"chat","difficulty":"complex"}
context.pack.writtenRuntime
{"context_keys":["mode_context","room_context","strategy_runtime","user_memory"]}
created: 17 апр. 2026 г., 13:09run run-704074c8thread thread-c87de37f
{"context_keys":["mode_context","room_context","strategy_runtime","user_memory"]}
worker.heartbeatRuntime
Final answer LLM call is still running.
created: 17 апр. 2026 г., 13:09run run-704074c8thread thread-c87de37f
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created: 17 апр. 2026 г., 13:09run run-704074c8thread thread-c87de37f
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created: 17 апр. 2026 г., 13:09run run-704074c8thread thread-c87de37f
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Final answer LLM call is still running.
created: 17 апр. 2026 г., 13:09run run-704074c8thread thread-c87de37f
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created: 17 апр. 2026 г., 13:09run run-704074c8thread thread-c87de37f
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Final answer synthesis is running.
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created: 17 апр. 2026 г., 13:09run run-704074c8thread thread-c87de37f
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Шаг выполнен через доступные инструменты; подтверждения сохранены во внутренних артефактах.
created: 17 апр. 2026 г., 13:09run run-704074c8thread thread-c87de37f
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Сохранить релевантные обновления памяти и эпизод взаимодействия.
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Шаг выполнен через доступные инструменты; подтверждения сохранены во внутренних артефактах.
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Routing and context selection

How the system selected a thread/context for this card.

Route type
continue_existing
Decision source
unknown
Candidates
26
Judge confidence
—
Task progress
score=94532 support=84538 thread=thread-c87de37f
Human approval queue
score=17758 support=16730 thread=thread-18a8d854
Мне в глаз попало несколько капель брызгами от средства ph up для гидропонной ф…
score=9505 support=8145 thread=thread-91d440ff
Оцени уровень вреда от курения glo, в том числе в период подготовки к зачатию
score=1660 support=1001 thread=thread-48717b28
Привет. Меня зовут Сергей, я генеральный директор Инноцифры. Собери информацию…
score=782 support=520 thread=thread-7529ec06

Raw source reference

Operational payload for debugging channel and OpenProject bindings.

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  "external_user_id": "613610837",
  "external_chat_id": "613610837",
  "source_message_id": "657+658",
  "reply_to_message_id": null,
  "reply_thread_id": null,
  "message_length": 7428,
  "route_type": "continue_existing",
  "route_evidence": {
    "message_preview": "Я составлял вишлист сам (тут есть что мне реально понравится, изучи это) и попросил ИИ помочь мне, вот что он дал Исключаем очистители воздуха и переходим к жесткому скорингу. Оценка каждой модели сформирована по 100-балльной шкале, где на каждый из четырех критериев (Цена-качес…",
    "looks_like_followup": false,
    "reply_thread_id": null,
    "query_semantic_tokens": [
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        "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: switching from Lester Wish to alternatives if…",
        "User requested the assistant to act as 'Coordinator Tkach' for task management, focusing on complex execution and verified results without unnecessary human approval.",
        "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…",
        "No human approval needed for browsing, research, or setup. Only request intervention for login, 2FA, payments, or high-risk actions.",
        "Создание вишлиста на день рождения: поиск товаров с проверкой оригинальности и низких цен, выбор альтернативного сервиса (вместо Lester Wish), формирование публичной ссылки.",
        "Items must be original, low-priced, and sourced from marketplaces. Result must be a verified_public_link.",
        "User prefers interaction with 'Coordinator Tkach' persona for task management and status updates."
      ]
    },
    "top_candidates": [
      {
        "thread_id": "thread-c87de37f",
        "title": "Task progress",
        "score": 94532,
        "support_score": 84538,
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          "memory",
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          "context",
          "graph_direct",
          "graph_neighbor"
        ],
        "matched_tokens": [
          "100",
          "1200",
          "18v",
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          "bg7030",
          "bg7480",
          "body",
          "bodygroom",
          "braun",
          "clean"
        ],
        "matched_graph_labels": [
          "Sergey",
          "Wishlist must include links with low prices and verified originality from marketplaces; requires a verified_public_link=true.",
          "No human approval for browsing, research, or setup. Only request intervention for login, 2FA, payments, or high-risk actions.",
          "User prefers the 'Coordinator Tkach' persona for task management, emphasizing comprehensive execution and verified results without unnecessary human approval.",
          "Birthday wishlist creation: Coordinator Tkach is managing the selection of gifts with low-price/originality verification and generating a verified public link.",
          "User prefers the 'Coordinator Tkach' persona for task management, emphasizing autonomy and comprehensive results over standard chat responses."
        ]
      },
      {
        "thread_id": "thread-18a8d854",
        "title": "Human approval queue",
        "score": 17758,
        "support_score": 16730,
        "support_sources": [
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        ],
        "matched_tokens": [
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        ],
        "matched_graph_labels": []
      },
      {
        "thread_id": "thread-91d440ff",
        "title": "Мне в глаз попало несколько капель брызгами от средства ph up для гидропонной ф…",
        "score": 9505,
        "support_score": 8145,
        "support_sources": [
          "memory",
          "task",
          "context"
        ],
        "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": 1660,
        "support_score": 1001,
        "support_sources": [
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        ],
        "matched_tokens": [
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          "высок",
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        ],
        "matched_graph_labels": []
      },
      {
        "thread_id": "thread-7529ec06",
        "title": "Привет. Меня зовут Сергей, я генеральный директор Инноцифры. Собери информацию…",
        "score": 782,
        "support_score": 520,
        "support_sources": [
          "memory",
          "task",
          "context",
          "graph_direct",
          "graph_neighbor"
        ],
        "matched_tokens": [
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        "matched_graph_labels": [
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        ]
      }
    ],
    "judge_error": "The read operation timed out"
  },
  "degraded_flags": [
    "heuristic_route_threshold",
    "route_model_judge_failed"
  ],
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    "telegramChatId": 613610837,
    "telegramUsername": "Myasnikov_S",
    "telegramFirstName": "Sergey",
    "telegramMultipart": true,
    "telegramMultipartPartCount": 2,
    "telegramMultipartMessageIds": [
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    ],
    "telegramMultipartCombinedLength": 7428,
    "sourceMessageId": "657+658",
    "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",
        "telegramMultipart": true,
        "telegramMultipartPartCount": 2,
        "telegramMultipartMessageIds": [
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        ],
        "telegramMultipartCombinedLength": 7428
      },
      "linkedAt": "2026-04-07T15:22:19.189Z",
      "updatedAt": "2026-04-17T13:07:37.039Z"
    },
    "ingress_source": "telegram",
    "telegram_source_user_id": "613610837",
    "telegram_chat_id": "613610837",
    "telegram_source_message_id": "657+658",
    "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-1a95fdbbeb084b4d",
    "trace_id": "trace-42477b437e3a45a0",
    "request_run_id": null,
    "request_path": "/v1/telegram/ingress/execute",
    "operator_intent_classification": {
      "route_type": "none",
      "confidence": 0.95,
      "reason": "The user is providing feedback on a previous AI-generated analysis and requesting a re-evaluation of their wishlist with a new priority scoring system. While there are existing tasks related to a wishlist, this is a specific request for a new analytical pass and prioritization logic, which is best handled by the canonical planner to update the context and plan the next steps.",
      "selected_run_id": "",
      "selected_approval_id": "",
      "approval_decision": "",
      "task_action": "",
      "auto_approve_safe_task_actions": false,
      "tkach_pipeline_goal": "",
      "tkach_next_steps": [],
      "human_gate_policy": "",
      "wants_plain_language": true,
      "llm": {
        "model": "gemini-3-flash-preview",
        "usage": {
          "prompt_tokens": 4216,
          "completion_tokens": 195,
          "cached_tokens": 0,
          "total_tokens": 4411
        }
      }
    }
  },
  "external_id": "work-package:73",
  "work_package_id": "73",
  "url": "https://pryaja.uvvu.ru/openproject/api/v3/work_packages/73",
  "work_package_url": "https://pryaja.uvvu.ru/openproject/api/v3/work_packages/73",
  "openproject_channel": "openproject",
  "created_by_pryaja": true
}