# HELP python_gc_objects_collected_total Objects collected during gc
# TYPE python_gc_objects_collected_total counter
python_gc_objects_collected_total{generation="0"} 103771.0
python_gc_objects_collected_total{generation="1"} 115832.0
python_gc_objects_collected_total{generation="2"} 9144.0
# HELP python_gc_objects_uncollectable_total Uncollectable objects found during GC
# TYPE python_gc_objects_uncollectable_total counter
python_gc_objects_uncollectable_total{generation="0"} 0.0
python_gc_objects_uncollectable_total{generation="1"} 0.0
python_gc_objects_uncollectable_total{generation="2"} 0.0
# HELP python_gc_collections_total Number of times this generation was collected
# TYPE python_gc_collections_total counter
python_gc_collections_total{generation="0"} 2118.0
python_gc_collections_total{generation="1"} 192.0
python_gc_collections_total{generation="2"} 8.0
# HELP python_info Python platform information
# TYPE python_info gauge
python_info{implementation="CPython",major="3",minor="11",patchlevel="14",version="3.11.14"} 1.0
# HELP process_virtual_memory_bytes Virtual memory size in bytes.
# TYPE process_virtual_memory_bytes gauge
process_virtual_memory_bytes 1.253060608e+09
# HELP process_resident_memory_bytes Resident memory size in bytes.
# TYPE process_resident_memory_bytes gauge
process_resident_memory_bytes 4.39185408e+08
# HELP process_start_time_seconds Start time of the process since unix epoch in seconds.
# TYPE process_start_time_seconds gauge
process_start_time_seconds 1.78843448738e+09
# HELP process_cpu_seconds_total Total user and system CPU time spent in seconds.
# TYPE process_cpu_seconds_total counter
process_cpu_seconds_total 27.380000000000003
# HELP process_open_fds Number of open file descriptors.
# TYPE process_open_fds gauge
process_open_fds 21.0
# HELP process_max_fds Maximum number of open file descriptors.
# TYPE process_max_fds gauge
process_max_fds 1.048576e+06
# HELP agent_messages_received_total Total messages received by agent worker
# TYPE agent_messages_received_total counter
agent_messages_received_total{msg_type="text",user_department="",user_id="13590330195",user_name=""} 1.0
agent_messages_received_total{msg_type="text",user_department="",user_id="17670400361",user_name=""} 1.0
# HELP agent_messages_received_created Total messages received by agent worker
# TYPE agent_messages_received_created gauge
agent_messages_received_created{msg_type="text",user_department="",user_id="13590330195",user_name=""} 1.7884345052703671e+09
agent_messages_received_created{msg_type="text",user_department="",user_id="17670400361",user_name=""} 1.7884413462492414e+09
# HELP agent_api_call_latency_seconds Latency of internal/external API calls
# TYPE agent_api_call_latency_seconds histogram
# HELP agent_responses_total Total responses sent to users
# TYPE agent_responses_total counter
agent_responses_total{has_handoff="false",reply_type="text",user_department="",user_id="13590330195",user_name=""} 1.0
# HELP agent_responses_created Total responses sent to users
# TYPE agent_responses_created gauge
agent_responses_created{has_handoff="false",reply_type="text",user_department="",user_id="13590330195",user_name=""} 1.7884345305773385e+09
# HELP agent_llm_first_token_latency_seconds Latency of the first token from LLM
# TYPE agent_llm_first_token_latency_seconds histogram
agent_llm_first_token_latency_seconds_bucket{le="0.1"} 0.0
agent_llm_first_token_latency_seconds_bucket{le="0.3"} 0.0
agent_llm_first_token_latency_seconds_bucket{le="0.5"} 0.0
agent_llm_first_token_latency_seconds_bucket{le="0.7"} 0.0
agent_llm_first_token_latency_seconds_bucket{le="1.0"} 0.0
agent_llm_first_token_latency_seconds_bucket{le="1.5"} 0.0
agent_llm_first_token_latency_seconds_bucket{le="2.0"} 0.0
agent_llm_first_token_latency_seconds_bucket{le="3.0"} 0.0
agent_llm_first_token_latency_seconds_bucket{le="5.0"} 0.0
agent_llm_first_token_latency_seconds_bucket{le="+Inf"} 1.0
agent_llm_first_token_latency_seconds_count 1.0
agent_llm_first_token_latency_seconds_sum 37.73180137597956
# HELP agent_llm_first_token_latency_seconds_created Latency of the first token from LLM
# TYPE agent_llm_first_token_latency_seconds_created gauge
agent_llm_first_token_latency_seconds_created 1.7884344879284408e+09
# HELP agent_llm_generation_speed_tokens_per_second Generation speed of LLM in tokens per second
# TYPE agent_llm_generation_speed_tokens_per_second histogram
agent_llm_generation_speed_tokens_per_second_bucket{le="1.0"} 0.0
agent_llm_generation_speed_tokens_per_second_bucket{le="5.0"} 0.0
agent_llm_generation_speed_tokens_per_second_bucket{le="10.0"} 0.0
agent_llm_generation_speed_tokens_per_second_bucket{le="20.0"} 0.0
agent_llm_generation_speed_tokens_per_second_bucket{le="30.0"} 0.0
agent_llm_generation_speed_tokens_per_second_bucket{le="40.0"} 0.0
agent_llm_generation_speed_tokens_per_second_bucket{le="50.0"} 0.0
agent_llm_generation_speed_tokens_per_second_bucket{le="60.0"} 1.0
agent_llm_generation_speed_tokens_per_second_bucket{le="80.0"} 1.0
agent_llm_generation_speed_tokens_per_second_bucket{le="100.0"} 1.0
agent_llm_generation_speed_tokens_per_second_bucket{le="+Inf"} 1.0
agent_llm_generation_speed_tokens_per_second_count 1.0
agent_llm_generation_speed_tokens_per_second_sum 51.03357408603028
# HELP agent_llm_generation_speed_tokens_per_second_created Generation speed of LLM in tokens per second
# TYPE agent_llm_generation_speed_tokens_per_second_created gauge
agent_llm_generation_speed_tokens_per_second_created 1.7884344879284744e+09
# HELP agent_llm_total_latency_seconds Total latency of LLM generation
# TYPE agent_llm_total_latency_seconds histogram
agent_llm_total_latency_seconds_bucket{le="0.5"} 0.0
agent_llm_total_latency_seconds_bucket{le="1.0"} 0.0
agent_llm_total_latency_seconds_bucket{le="2.0"} 0.0
agent_llm_total_latency_seconds_bucket{le="3.0"} 0.0
agent_llm_total_latency_seconds_bucket{le="5.0"} 0.0
agent_llm_total_latency_seconds_bucket{le="8.0"} 0.0
agent_llm_total_latency_seconds_bucket{le="12.0"} 0.0
agent_llm_total_latency_seconds_bucket{le="15.0"} 0.0
agent_llm_total_latency_seconds_bucket{le="20.0"} 0.0
agent_llm_total_latency_seconds_bucket{le="30.0"} 0.0
agent_llm_total_latency_seconds_bucket{le="+Inf"} 1.0
agent_llm_total_latency_seconds_count 1.0
agent_llm_total_latency_seconds_sum 40.2007642549579
# HELP agent_llm_total_latency_seconds_created Total latency of LLM generation
# TYPE agent_llm_total_latency_seconds_created gauge
agent_llm_total_latency_seconds_created 1.788434487928492e+09
# HELP agent_llm_total_tokens_total Total tokens generated by LLM
# TYPE agent_llm_total_tokens_total counter
agent_llm_total_tokens_total{model_name="deepseek-v4-flash"} 126.0
# HELP agent_llm_total_tokens_created Total tokens generated by LLM
# TYPE agent_llm_total_tokens_created gauge
agent_llm_total_tokens_created{model_name="deepseek-v4-flash"} 1.7884413869699073e+09
# HELP agent_llm_prompt_tokens_total Total prompt tokens sent to LLM providers
# TYPE agent_llm_prompt_tokens_total counter
agent_llm_prompt_tokens_total{model_name="deepseek-v4-flash",phase="react"} 135606.0
# HELP agent_llm_prompt_tokens_created Total prompt tokens sent to LLM providers
# TYPE agent_llm_prompt_tokens_created gauge
agent_llm_prompt_tokens_created{model_name="deepseek-v4-flash",phase="react"} 1.7884345183820508e+09
# HELP agent_llm_cached_prompt_tokens_total Total prompt tokens read from provider prompt cache
# TYPE agent_llm_cached_prompt_tokens_total counter
agent_llm_cached_prompt_tokens_total{model_name="deepseek-v4-flash",phase="react"} 92160.0
# HELP agent_llm_cached_prompt_tokens_created Total prompt tokens read from provider prompt cache
# TYPE agent_llm_cached_prompt_tokens_created gauge
agent_llm_cached_prompt_tokens_created{model_name="deepseek-v4-flash",phase="react"} 1.7884345183820639e+09
# HELP agent_llm_cache_write_tokens_total Total prompt tokens written to provider prompt cache
# TYPE agent_llm_cache_write_tokens_total counter
agent_llm_cache_write_tokens_total{model_name="deepseek-v4-flash",phase="react"} 0.0
# HELP agent_llm_cache_write_tokens_created Total prompt tokens written to provider prompt cache
# TYPE agent_llm_cache_write_tokens_created gauge
agent_llm_cache_write_tokens_created{model_name="deepseek-v4-flash",phase="react"} 1.7884345183820708e+09
# HELP agent_llm_prompt_cache_requests_total LLM requests grouped by provider prompt cache hit status
# TYPE agent_llm_prompt_cache_requests_total counter
agent_llm_prompt_cache_requests_total{model_name="deepseek-v4-flash",phase="react",status="hit"} 4.0
# HELP agent_llm_prompt_cache_requests_created LLM requests grouped by provider prompt cache hit status
# TYPE agent_llm_prompt_cache_requests_created gauge
agent_llm_prompt_cache_requests_created{model_name="deepseek-v4-flash",phase="react",status="hit"} 1.7884345183820782e+09
# HELP agent_system_prompt_bust_total Static system / MCP extension fingerprint changes that invalidate prompt-cache prefixes
# TYPE agent_system_prompt_bust_total counter
# HELP agent_prompt_cache_tools_fp_change_total Same-trace consecutive LLM calls where tools fingerprint changed
# TYPE agent_prompt_cache_tools_fp_change_total counter
agent_prompt_cache_tools_fp_change_total{model_name="deepseek-v4-flash"} 1.0
# HELP agent_prompt_cache_tools_fp_change_created Same-trace consecutive LLM calls where tools fingerprint changed
# TYPE agent_prompt_cache_tools_fp_change_created gauge
agent_prompt_cache_tools_fp_change_created{model_name="deepseek-v4-flash"} 1.7884413615806303e+09
# HELP agent_prompt_cache_stable_tools_miss_total Same-trace consecutive LLM calls with unchanged tools_fp but cached_tokens=0
# TYPE agent_prompt_cache_stable_tools_miss_total counter
# HELP agent_memory_prefix_bust_total User memory preamble changes that invalidate prompt-cache prefixes
# TYPE agent_memory_prefix_bust_total counter
agent_memory_prefix_bust_total 0.0
# HELP agent_memory_prefix_bust_created User memory preamble changes that invalidate prompt-cache prefixes
# TYPE agent_memory_prefix_bust_created gauge
agent_memory_prefix_bust_created 1.7884344879285538e+09
# HELP agent_cache_hits_total Total cache hits
# TYPE agent_cache_hits_total counter
# HELP agent_cache_misses_total Total cache misses
# TYPE agent_cache_misses_total counter
agent_cache_misses_total 1.0
# HELP agent_cache_misses_created Total cache misses
# TYPE agent_cache_misses_created gauge
agent_cache_misses_created 1.7884344879285643e+09
# HELP agent_intent_classify_latency_seconds Latency of intent classifier call
# TYPE agent_intent_classify_latency_seconds histogram
agent_intent_classify_latency_seconds_bucket{le="0.05"} 0.0
agent_intent_classify_latency_seconds_bucket{le="0.1"} 0.0
agent_intent_classify_latency_seconds_bucket{le="0.15"} 0.0
agent_intent_classify_latency_seconds_bucket{le="0.2"} 0.0
agent_intent_classify_latency_seconds_bucket{le="0.3"} 0.0
agent_intent_classify_latency_seconds_bucket{le="0.5"} 0.0
agent_intent_classify_latency_seconds_bucket{le="0.8"} 0.0
agent_intent_classify_latency_seconds_bucket{le="1.0"} 0.0
agent_intent_classify_latency_seconds_bucket{le="1.5"} 0.0
agent_intent_classify_latency_seconds_bucket{le="2.0"} 0.0
agent_intent_classify_latency_seconds_bucket{le="+Inf"} 0.0
agent_intent_classify_latency_seconds_count 0.0
agent_intent_classify_latency_seconds_sum 0.0
# HELP agent_intent_classify_latency_seconds_created Latency of intent classifier call
# TYPE agent_intent_classify_latency_seconds_created gauge
agent_intent_classify_latency_seconds_created 1.7884344879285715e+09
# HELP agent_intent_classify_total Total intent classifier invocations
# TYPE agent_intent_classify_total counter
# HELP agent_intent_total Total intent detections (from classifier or fallback)
# TYPE agent_intent_total counter
agent_intent_total{intent="unknown",user_department="百运网/AI与数字化中心/AI算法组",user_id="13590330195",user_name="许皓泉"} 1.0
agent_intent_total{intent="unknown",user_department="百运网/AI与数字化中心/数据质量与测试组",user_id="17670400361",user_name="李亮"} 1.0
# HELP agent_intent_created Total intent detections (from classifier or fallback)
# TYPE agent_intent_created gauge
agent_intent_created{intent="unknown",user_department="百运网/AI与数字化中心/AI算法组",user_id="13590330195",user_name="许皓泉"} 1.7884345299660938e+09
agent_intent_created{intent="unknown",user_department="百运网/AI与数字化中心/数据质量与测试组",user_id="17670400361",user_name="李亮"} 1.7884413869702742e+09
# HELP agent_tool_usage_total Tool usage per conversation turn (deduplicated by tool name)
# TYPE agent_tool_usage_total counter
agent_tool_usage_total{intent="unknown",tool_name="quote_tool",user_department="百运网/AI与数字化中心/AI算法组",user_id="13590330195",user_name="许皓泉"} 1.0
# HELP agent_tool_usage_created Tool usage per conversation turn (deduplicated by tool name)
# TYPE agent_tool_usage_created gauge
agent_tool_usage_created{intent="unknown",tool_name="quote_tool",user_department="百运网/AI与数字化中心/AI算法组",user_id="13590330195",user_name="许皓泉"} 1.7884345299655557e+09
# HELP agent_tool_exec_total Total individual tool executions (not deduplicated)
# TYPE agent_tool_exec_total counter
agent_tool_exec_total{status="success",tool_name="quote_tool",user_department="百运网/AI与数字化中心/AI算法组",user_id="13590330195",user_name="许皓泉"} 1.0
agent_tool_exec_total{status="success",tool_name="tool_search",user_department="百运网/AI与数字化中心/数据质量与测试组",user_id="17670400361",user_name="李亮"} 1.0
agent_tool_exec_total{status="success",tool_name="surcharge_tool",user_department="百运网/AI与数字化中心/数据质量与测试组",user_id="17670400361",user_name="李亮"} 1.0
# HELP agent_tool_exec_created Total individual tool executions (not deduplicated)
# TYPE agent_tool_exec_created gauge
agent_tool_exec_created{status="success",tool_name="quote_tool",user_department="百运网/AI与数字化中心/AI算法组",user_id="13590330195",user_name="许皓泉"} 1.7884345249093668e+09
agent_tool_exec_created{status="success",tool_name="tool_search",user_department="百运网/AI与数字化中心/数据质量与测试组",user_id="17670400361",user_name="李亮"} 1.7884413558530376e+09
agent_tool_exec_created{status="success",tool_name="surcharge_tool",user_department="百运网/AI与数字化中心/数据质量与测试组",user_id="17670400361",user_name="李亮"} 1.7884413792863169e+09
# HELP agent_tool_exec_latency_seconds Per-tool execution latency
# TYPE agent_tool_exec_latency_seconds histogram
agent_tool_exec_latency_seconds_bucket{le="0.05",tool_name="quote_tool"} 0.0
agent_tool_exec_latency_seconds_bucket{le="0.1",tool_name="quote_tool"} 0.0
agent_tool_exec_latency_seconds_bucket{le="0.2",tool_name="quote_tool"} 0.0
agent_tool_exec_latency_seconds_bucket{le="0.5",tool_name="quote_tool"} 0.0
agent_tool_exec_latency_seconds_bucket{le="1.0",tool_name="quote_tool"} 0.0
agent_tool_exec_latency_seconds_bucket{le="2.0",tool_name="quote_tool"} 0.0
agent_tool_exec_latency_seconds_bucket{le="3.0",tool_name="quote_tool"} 0.0
agent_tool_exec_latency_seconds_bucket{le="5.0",tool_name="quote_tool"} 0.0
agent_tool_exec_latency_seconds_bucket{le="10.0",tool_name="quote_tool"} 1.0
agent_tool_exec_latency_seconds_bucket{le="15.0",tool_name="quote_tool"} 1.0
agent_tool_exec_latency_seconds_bucket{le="+Inf",tool_name="quote_tool"} 1.0
agent_tool_exec_latency_seconds_count{tool_name="quote_tool"} 1.0
agent_tool_exec_latency_seconds_sum{tool_name="quote_tool"} 6.5206241279956885
agent_tool_exec_latency_seconds_bucket{le="0.05",tool_name="tool_search"} 1.0
agent_tool_exec_latency_seconds_bucket{le="0.1",tool_name="tool_search"} 1.0
agent_tool_exec_latency_seconds_bucket{le="0.2",tool_name="tool_search"} 1.0
agent_tool_exec_latency_seconds_bucket{le="0.5",tool_name="tool_search"} 1.0
agent_tool_exec_latency_seconds_bucket{le="1.0",tool_name="tool_search"} 1.0
agent_tool_exec_latency_seconds_bucket{le="2.0",tool_name="tool_search"} 1.0
agent_tool_exec_latency_seconds_bucket{le="3.0",tool_name="tool_search"} 1.0
agent_tool_exec_latency_seconds_bucket{le="5.0",tool_name="tool_search"} 1.0
agent_tool_exec_latency_seconds_bucket{le="10.0",tool_name="tool_search"} 1.0
agent_tool_exec_latency_seconds_bucket{le="15.0",tool_name="tool_search"} 1.0
agent_tool_exec_latency_seconds_bucket{le="+Inf",tool_name="tool_search"} 1.0
agent_tool_exec_latency_seconds_count{tool_name="tool_search"} 1.0
agent_tool_exec_latency_seconds_sum{tool_name="tool_search"} 0.0011543550062924623
agent_tool_exec_latency_seconds_bucket{le="0.05",tool_name="surcharge_tool"} 0.0
agent_tool_exec_latency_seconds_bucket{le="0.1",tool_name="surcharge_tool"} 0.0
agent_tool_exec_latency_seconds_bucket{le="0.2",tool_name="surcharge_tool"} 0.0
agent_tool_exec_latency_seconds_bucket{le="0.5",tool_name="surcharge_tool"} 0.0
agent_tool_exec_latency_seconds_bucket{le="1.0",tool_name="surcharge_tool"} 0.0
agent_tool_exec_latency_seconds_bucket{le="2.0",tool_name="surcharge_tool"} 0.0
agent_tool_exec_latency_seconds_bucket{le="3.0",tool_name="surcharge_tool"} 0.0
agent_tool_exec_latency_seconds_bucket{le="5.0",tool_name="surcharge_tool"} 0.0
agent_tool_exec_latency_seconds_bucket{le="10.0",tool_name="surcharge_tool"} 0.0
agent_tool_exec_latency_seconds_bucket{le="15.0",tool_name="surcharge_tool"} 0.0
agent_tool_exec_latency_seconds_bucket{le="+Inf",tool_name="surcharge_tool"} 1.0
agent_tool_exec_latency_seconds_count{tool_name="surcharge_tool"} 1.0
agent_tool_exec_latency_seconds_sum{tool_name="surcharge_tool"} 17.700468610972166
# HELP agent_tool_exec_latency_seconds_created Per-tool execution latency
# TYPE agent_tool_exec_latency_seconds_created gauge
agent_tool_exec_latency_seconds_created{tool_name="quote_tool"} 1.788434524909311e+09
agent_tool_exec_latency_seconds_created{tool_name="tool_search"} 1.7884413558529944e+09
agent_tool_exec_latency_seconds_created{tool_name="surcharge_tool"} 1.7884413792862794e+09
# HELP agent_task_machine_transitions_total Task Machine lifecycle transition decisions
# TYPE agent_task_machine_transitions_total counter
# HELP agent_task_machine_tool_denied_total Task Machine execution guard denials
# TYPE agent_task_machine_tool_denied_total counter
# HELP agent_task_machine_store_errors_total Task Machine store and CAS errors
# TYPE agent_task_machine_store_errors_total counter
# HELP agent_task_machine_projections_total Task Machine tool/prompt projection outcomes
# TYPE agent_task_machine_projections_total counter
# HELP agent_task_machine_shadow_total Task Machine shadow comparison records
# TYPE agent_task_machine_shadow_total counter
# HELP agent_task_machine_task_terminal_total Task Machine terminal task outcomes
# TYPE agent_task_machine_task_terminal_total counter
# HELP agent_task_machine_task_duration_seconds Task Machine duration from task creation to terminal transition
# TYPE agent_task_machine_task_duration_seconds histogram
# HELP agent_gateway_event_loop_lag_seconds Latest Gateway asyncio event loop scheduling lag in seconds
# TYPE agent_gateway_event_loop_lag_seconds gauge
agent_gateway_event_loop_lag_seconds 0.0019513340084813535
# HELP agent_gateway_event_loop_lag_observed_seconds Observed Gateway asyncio event loop scheduling lag in seconds
# TYPE agent_gateway_event_loop_lag_observed_seconds histogram
agent_gateway_event_loop_lag_observed_seconds_bucket{le="0.01"} 13099.0
agent_gateway_event_loop_lag_observed_seconds_bucket{le="0.05"} 13100.0
agent_gateway_event_loop_lag_observed_seconds_bucket{le="0.1"} 13100.0
agent_gateway_event_loop_lag_observed_seconds_bucket{le="0.2"} 13100.0
agent_gateway_event_loop_lag_observed_seconds_bucket{le="0.5"} 13101.0
agent_gateway_event_loop_lag_observed_seconds_bucket{le="1.0"} 13102.0
agent_gateway_event_loop_lag_observed_seconds_bucket{le="2.0"} 13103.0
agent_gateway_event_loop_lag_observed_seconds_bucket{le="5.0"} 13103.0
agent_gateway_event_loop_lag_observed_seconds_bucket{le="10.0"} 13103.0
agent_gateway_event_loop_lag_observed_seconds_bucket{le="+Inf"} 13103.0
agent_gateway_event_loop_lag_observed_seconds_count 13103.0
agent_gateway_event_loop_lag_observed_seconds_sum 19.436431740003172
# HELP agent_gateway_event_loop_lag_observed_seconds_created Observed Gateway asyncio event loop scheduling lag in seconds
# TYPE agent_gateway_event_loop_lag_observed_seconds_created gauge
agent_gateway_event_loop_lag_observed_seconds_created 1.78843448792869e+09
# HELP agent_gateway_event_loop_lag_warn_total Total Gateway event loop lag warnings above configured threshold
# TYPE agent_gateway_event_loop_lag_warn_total counter
agent_gateway_event_loop_lag_warn_total 0.0
# HELP agent_gateway_event_loop_lag_warn_created Total Gateway event loop lag warnings above configured threshold
# TYPE agent_gateway_event_loop_lag_warn_created gauge
agent_gateway_event_loop_lag_warn_created 1.7884344879287052e+09
# HELP agent_react_iterations Number of Think->Act->Observe cycles per turn
# TYPE agent_react_iterations histogram
agent_react_iterations_bucket{le="1.0"} 1.0
agent_react_iterations_bucket{le="2.0"} 1.0
agent_react_iterations_bucket{le="3.0"} 2.0
agent_react_iterations_bucket{le="4.0"} 2.0
agent_react_iterations_bucket{le="5.0"} 2.0
agent_react_iterations_bucket{le="6.0"} 2.0
agent_react_iterations_bucket{le="7.0"} 2.0
agent_react_iterations_bucket{le="8.0"} 2.0
agent_react_iterations_bucket{le="+Inf"} 2.0
agent_react_iterations_count 2.0
agent_react_iterations_sum 4.0
# HELP agent_react_iterations_created Number of Think->Act->Observe cycles per turn
# TYPE agent_react_iterations_created gauge
agent_react_iterations_created 1.788434487928714e+09
# HELP agent_quote_hallucination_blocked_total Total blocked hallucinated quote responses (quote features present but no successful quote_tool)
# TYPE agent_quote_hallucination_blocked_total counter
# HELP agent_compliance_quote_parallel_count_total Total quote_tool compliance parallel executions by post-merge outcome
# TYPE agent_compliance_quote_parallel_count_total counter
agent_compliance_quote_parallel_count_total{outcome="allow_quote"} 1.0
# HELP agent_compliance_quote_parallel_count_created Total quote_tool compliance parallel executions by post-merge outcome
# TYPE agent_compliance_quote_parallel_count_created gauge
agent_compliance_quote_parallel_count_created{outcome="allow_quote"} 1.7884345299650059e+09
# HELP agent_compliance_quote_parallel_latency_gain_ms Estimated serial-compliant-latency minus parallel latency in milliseconds
# TYPE agent_compliance_quote_parallel_latency_gain_ms histogram
agent_compliance_quote_parallel_latency_gain_ms_bucket{le="0.0"} 0.0
agent_compliance_quote_parallel_latency_gain_ms_bucket{le="10.0"} 0.0
agent_compliance_quote_parallel_latency_gain_ms_bucket{le="50.0"} 0.0
agent_compliance_quote_parallel_latency_gain_ms_bucket{le="100.0"} 0.0
agent_compliance_quote_parallel_latency_gain_ms_bucket{le="200.0"} 0.0
agent_compliance_quote_parallel_latency_gain_ms_bucket{le="500.0"} 0.0
agent_compliance_quote_parallel_latency_gain_ms_bucket{le="1000.0"} 0.0
agent_compliance_quote_parallel_latency_gain_ms_bucket{le="2000.0"} 0.0
agent_compliance_quote_parallel_latency_gain_ms_bucket{le="5000.0"} 0.0
agent_compliance_quote_parallel_latency_gain_ms_bucket{le="+Inf"} 1.0
agent_compliance_quote_parallel_latency_gain_ms_count 1.0
agent_compliance_quote_parallel_latency_gain_ms_sum 6526.5424169483595
# HELP agent_compliance_quote_parallel_latency_gain_ms_created Estimated serial-compliant-latency minus parallel latency in milliseconds
# TYPE agent_compliance_quote_parallel_latency_gain_ms_created gauge
agent_compliance_quote_parallel_latency_gain_ms_created 1.788434487928741e+09
# HELP agent_compliance_quote_parallel_reuse_count_total Total quote_tool compliance precheck cache reuse count
# TYPE agent_compliance_quote_parallel_reuse_count_total counter
agent_compliance_quote_parallel_reuse_count_total 0.0
# HELP agent_compliance_quote_parallel_reuse_count_created Total quote_tool compliance precheck cache reuse count
# TYPE agent_compliance_quote_parallel_reuse_count_created gauge
agent_compliance_quote_parallel_reuse_count_created 1.7884344879287539e+09
# HELP agent_compliance_quote_parallel_block_after_quote_total Total parallel quote executions later overridden by block_quote
# TYPE agent_compliance_quote_parallel_block_after_quote_total counter
agent_compliance_quote_parallel_block_after_quote_total 0.0
# HELP agent_compliance_quote_parallel_block_after_quote_created Total parallel quote executions later overridden by block_quote
# TYPE agent_compliance_quote_parallel_block_after_quote_created gauge
agent_compliance_quote_parallel_block_after_quote_created 1.7884344879287596e+09
# HELP agent_compliance_quote_parallel_mcp_failure_after_quote_total Total parallel quote executions later fail-closed by MCP failure
# TYPE agent_compliance_quote_parallel_mcp_failure_after_quote_total counter
agent_compliance_quote_parallel_mcp_failure_after_quote_total 0.0
# HELP agent_compliance_quote_parallel_mcp_failure_after_quote_created Total parallel quote executions later fail-closed by MCP failure
# TYPE agent_compliance_quote_parallel_mcp_failure_after_quote_created gauge
agent_compliance_quote_parallel_mcp_failure_after_quote_created 1.7884344879287658e+09
# HELP agent_claim_guard_blocked_total Total blocked claim-without-evidence responses by claim_evidence_guard
# TYPE agent_claim_guard_blocked_total counter
# HELP agent_react_llm_think_time_seconds LLM thinking time per ReAct iteration
# TYPE agent_react_llm_think_time_seconds histogram
agent_react_llm_think_time_seconds_bucket{le="0.5"} 0.0
agent_react_llm_think_time_seconds_bucket{le="1.0"} 0.0
agent_react_llm_think_time_seconds_bucket{le="1.5"} 0.0
agent_react_llm_think_time_seconds_bucket{le="2.0"} 0.0
agent_react_llm_think_time_seconds_bucket{le="3.0"} 0.0
agent_react_llm_think_time_seconds_bucket{le="5.0"} 0.0
agent_react_llm_think_time_seconds_bucket{le="8.0"} 2.0
agent_react_llm_think_time_seconds_bucket{le="12.0"} 3.0
agent_react_llm_think_time_seconds_bucket{le="20.0"} 4.0
agent_react_llm_think_time_seconds_bucket{le="+Inf"} 4.0
agent_react_llm_think_time_seconds_count 4.0
agent_react_llm_think_time_seconds_sum 35.15399695793167
# HELP agent_react_llm_think_time_seconds_created LLM thinking time per ReAct iteration
# TYPE agent_react_llm_think_time_seconds_created gauge
agent_react_llm_think_time_seconds_created 1.7884344879287803e+09
# HELP agent_react_tool_exec_time_seconds Total tool execution time per ReAct iteration
# TYPE agent_react_tool_exec_time_seconds histogram
agent_react_tool_exec_time_seconds_bucket{le="0.1"} 1.0
agent_react_tool_exec_time_seconds_bucket{le="0.3"} 1.0
agent_react_tool_exec_time_seconds_bucket{le="0.5"} 1.0
agent_react_tool_exec_time_seconds_bucket{le="1.0"} 1.0
agent_react_tool_exec_time_seconds_bucket{le="2.0"} 1.0
agent_react_tool_exec_time_seconds_bucket{le="3.0"} 1.0
agent_react_tool_exec_time_seconds_bucket{le="5.0"} 1.0
agent_react_tool_exec_time_seconds_bucket{le="10.0"} 1.0
agent_react_tool_exec_time_seconds_bucket{le="15.0"} 2.0
agent_react_tool_exec_time_seconds_bucket{le="30.0"} 3.0
agent_react_tool_exec_time_seconds_bucket{le="+Inf"} 3.0
agent_react_tool_exec_time_seconds_count 3.0
agent_react_tool_exec_time_seconds_sum 29.294514339999296
# HELP agent_react_tool_exec_time_seconds_created Total tool execution time per ReAct iteration
# TYPE agent_react_tool_exec_time_seconds_created gauge
agent_react_tool_exec_time_seconds_created 1.7884344879287949e+09
# HELP agent_hook_errors_total Total lifecycle hook exceptions
# TYPE agent_hook_errors_total counter
# HELP agent_handoff_total Total handoff to human events
# TYPE agent_handoff_total counter
# HELP agent_handoff_success_total Successful handoff to human events (ticket created or reused)
# TYPE agent_handoff_success_total counter
# HELP agent_handoff_intent_total Handoff tool entered (includes clarification path)
# TYPE agent_handoff_intent_total counter
# HELP agent_handoff_resolution_total Handoff context resolution outcomes
# TYPE agent_handoff_resolution_total counter
# HELP agent_handoff_choice_created_total PendingChoice menus created for handoff
# TYPE agent_handoff_choice_created_total counter
# HELP agent_handoff_choice_resolved_total PendingChoice resolved by user selection
# TYPE agent_handoff_choice_resolved_total counter
# HELP agent_handoff_choice_invalid_reply_total Invalid replies while handoff PendingChoice is active
# TYPE agent_handoff_choice_invalid_reply_total counter
# HELP agent_handoff_choice_expired_total Expired handoff PendingChoice
# TYPE agent_handoff_choice_expired_total counter
# HELP agent_handoff_choice_execution_retry_total Handoff choice execution failed and released for retry
# TYPE agent_handoff_choice_execution_retry_total counter
# HELP agent_handoff_execution_total Actual handoff ticket create/reuse attempts (authorized)
# TYPE agent_handoff_execution_total counter
# HELP agent_handoff_success_event_total Authorized handoff success events
# TYPE agent_handoff_success_event_total counter
# HELP agent_handoff_reuse_total Same-type pending ticket reuse
# TYPE agent_handoff_reuse_total counter
# HELP agent_handoff_direct_contract_rejected_total System direct handoff contract rejected
# TYPE agent_handoff_direct_contract_rejected_total counter
# HELP agent_handoff_redis_failure_total Handoff PendingChoice storage failures
# TYPE agent_handoff_redis_failure_total counter
# HELP agent_handoff_assistant_gate_total Workorder assistant activation check before handoff menu
# TYPE agent_handoff_assistant_gate_total counter
# HELP agent_choice_superseded_total PendingChoice superseded by a newer menu in the same session
# TYPE agent_choice_superseded_total counter
# HELP agent_choice_create_rejected_total PendingChoice create rejected (e.g. active in-flight)
# TYPE agent_choice_create_rejected_total counter
# HELP agent_choice_execution_complete_total PendingChoice execution completed successfully
# TYPE agent_choice_execution_complete_total counter
# HELP agent_choice_execution_retry_total PendingChoice execution released for retry
# TYPE agent_choice_execution_retry_total counter
# HELP agent_choice_flag_ignored_total Active PendingChoice ignored because kind feature flag is off
# TYPE agent_choice_flag_ignored_total counter
# HELP agent_handoff_trigger_type_overridden_total Model trigger_type overridden by trusted authorization
# TYPE agent_handoff_trigger_type_overridden_total counter
# HELP agent_handoff_unique_users Unique handoff users today (deduplicated by user_id, key resets daily)
# TYPE agent_handoff_unique_users gauge
agent_handoff_unique_users 4.0
# HELP agent_handoff_count_total Total count of handoff events today (sum without labels, daily key in Redis, resets at midnight)
# TYPE agent_handoff_count_total gauge
agent_handoff_count_total 15.0
# HELP agent_slash_command_usage_total Total user slash/hash command invocations
# TYPE agent_slash_command_usage_total counter
agent_slash_command_usage_total{command="new",prefix="/",user_department="unknown",user_id="13590330195",user_name="unknown"} 1.0
agent_slash_command_usage_total{command="new",prefix="/",user_department="unknown",user_id="17670400361",user_name="unknown"} 1.0
# HELP agent_slash_command_usage_created Total user slash/hash command invocations
# TYPE agent_slash_command_usage_created gauge
agent_slash_command_usage_created{command="new",prefix="/",user_department="unknown",user_id="13590330195",user_name="unknown"} 1.7884344956813872e+09
agent_slash_command_usage_created{command="new",prefix="/",user_department="unknown",user_id="17670400361",user_name="unknown"} 1.7884413422807431e+09
# HELP agent_knowledge_event_total Total Agent knowledge/business telemetry events
# TYPE agent_knowledge_event_total counter
agent_knowledge_event_total{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_ai_qa_question_submit",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",platform="wecom",question_round="null"} 1.0
agent_knowledge_event_total{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_qa_exact_match_reply",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",platform="wecom",question_round="null"} 1.0
agent_knowledge_event_total{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="ai_qa_answer_show_wai",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",platform="wecom",question_round="null"} 1.0
# HELP agent_knowledge_event_created Total Agent knowledge/business telemetry events
# TYPE agent_knowledge_event_created gauge
agent_knowledge_event_created{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_ai_qa_question_submit",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",platform="wecom",question_round="null"} 1.7884345299818506e+09
agent_knowledge_event_created{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_qa_exact_match_reply",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",platform="wecom",question_round="null"} 1.788434530010949e+09
agent_knowledge_event_created{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="ai_qa_answer_show_wai",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",platform="wecom",question_round="null"} 1.7884345300172055e+09
# HELP agent_knowledge_event_latency_seconds Agent knowledge/business telemetry event latency
# TYPE agent_knowledge_event_latency_seconds histogram
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_ai_qa_question_submit",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.005",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_ai_qa_question_submit",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.01",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_ai_qa_question_submit",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.025",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_ai_qa_question_submit",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.05",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_ai_qa_question_submit",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.075",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_ai_qa_question_submit",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.1",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_ai_qa_question_submit",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.25",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_ai_qa_question_submit",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.5",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_ai_qa_question_submit",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.75",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_ai_qa_question_submit",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="1.0",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_ai_qa_question_submit",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="2.5",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_ai_qa_question_submit",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="5.0",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_ai_qa_question_submit",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="7.5",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_ai_qa_question_submit",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="10.0",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_ai_qa_question_submit",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="+Inf",platform="wecom",question_round="null"} 1.0
agent_knowledge_event_latency_seconds_count{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_ai_qa_question_submit",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",platform="wecom",question_round="null"} 1.0
agent_knowledge_event_latency_seconds_sum{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_ai_qa_question_submit",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",platform="wecom",question_round="null"} 26.981692790985107
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_qa_exact_match_reply",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.005",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_qa_exact_match_reply",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.01",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_qa_exact_match_reply",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.025",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_qa_exact_match_reply",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.05",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_qa_exact_match_reply",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.075",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_qa_exact_match_reply",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.1",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_qa_exact_match_reply",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.25",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_qa_exact_match_reply",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.5",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_qa_exact_match_reply",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.75",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_qa_exact_match_reply",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="1.0",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_qa_exact_match_reply",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="2.5",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_qa_exact_match_reply",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="5.0",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_qa_exact_match_reply",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="7.5",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_qa_exact_match_reply",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="10.0",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_qa_exact_match_reply",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="+Inf",platform="wecom",question_round="null"} 1.0
agent_knowledge_event_latency_seconds_count{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_qa_exact_match_reply",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",platform="wecom",question_round="null"} 1.0
agent_knowledge_event_latency_seconds_sum{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_qa_exact_match_reply",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",platform="wecom",question_round="null"} 26.981692790985107
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="ai_qa_answer_show_wai",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.005",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="ai_qa_answer_show_wai",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.01",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="ai_qa_answer_show_wai",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.025",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="ai_qa_answer_show_wai",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.05",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="ai_qa_answer_show_wai",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.075",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="ai_qa_answer_show_wai",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.1",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="ai_qa_answer_show_wai",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.25",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="ai_qa_answer_show_wai",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.5",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="ai_qa_answer_show_wai",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="0.75",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="ai_qa_answer_show_wai",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="1.0",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="ai_qa_answer_show_wai",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="2.5",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="ai_qa_answer_show_wai",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="5.0",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="ai_qa_answer_show_wai",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="7.5",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="ai_qa_answer_show_wai",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="10.0",platform="wecom",question_round="null"} 0.0
agent_knowledge_event_latency_seconds_bucket{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="ai_qa_answer_show_wai",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",le="+Inf",platform="wecom",question_round="null"} 1.0
agent_knowledge_event_latency_seconds_count{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="ai_qa_answer_show_wai",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",platform="wecom",question_round="null"} 1.0
agent_knowledge_event_latency_seconds_sum{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="ai_qa_answer_show_wai",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",platform="wecom",question_round="null"} 26.981692790985107
# HELP agent_knowledge_event_latency_seconds_created Agent knowledge/business telemetry event latency
# TYPE agent_knowledge_event_latency_seconds_created gauge
agent_knowledge_event_latency_seconds_created{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_ai_qa_question_submit",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",platform="wecom",question_round="null"} 1.7884345299818769e+09
agent_knowledge_event_latency_seconds_created{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="evt_qa_exact_match_reply",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",platform="wecom",question_round="null"} 1.7884345300109737e+09
agent_knowledge_event_latency_seconds_created{answer_state="完全命中回答来源",clarification_round="null",env="dev",event_name="ai_qa_answer_show_wai",event_result="success",feature_type="询价",hit_level="unknown",is_exact="true",is_follow_up="false",knowledge_category_name="null",platform="wecom",question_round="null"} 1.788434530017231e+09
# HELP agent_mcp_knowledge_chat_inflight Current in-flight knowledge_chat MCP calls after outer limiter
# TYPE agent_mcp_knowledge_chat_inflight gauge
agent_mcp_knowledge_chat_inflight 0.0
# HELP agent_mcp_knowledge_chat_waiting Current knowledge_chat MCP calls waiting for outer limiter
# TYPE agent_mcp_knowledge_chat_waiting gauge
agent_mcp_knowledge_chat_waiting 0.0
# HELP agent_mcp_knowledge_chat_acquire_latency_seconds Latency waiting for outer knowledge_chat MCP limiter
# TYPE agent_mcp_knowledge_chat_acquire_latency_seconds histogram
# HELP agent_mcp_knowledge_chat_reject_total Total knowledge_chat MCP calls rejected by outer limiter
# TYPE agent_mcp_knowledge_chat_reject_total counter
# HELP agent_mcp_knowledge_chat_rate_waiting Current knowledge_chat MCP calls waiting for outer token bucket rate limiter
# TYPE agent_mcp_knowledge_chat_rate_waiting gauge
agent_mcp_knowledge_chat_rate_waiting 0.0
# HELP agent_mcp_knowledge_chat_rate_tokens Current available tokens in outer knowledge_chat token bucket
# TYPE agent_mcp_knowledge_chat_rate_tokens gauge
agent_mcp_knowledge_chat_rate_tokens 0.0
# HELP agent_mcp_knowledge_chat_rate_wait_seconds Latency waiting for outer knowledge_chat token bucket rate limiter
# TYPE agent_mcp_knowledge_chat_rate_wait_seconds histogram
agent_mcp_knowledge_chat_rate_wait_seconds_bucket{le="0.005"} 0.0
agent_mcp_knowledge_chat_rate_wait_seconds_bucket{le="0.01"} 0.0
agent_mcp_knowledge_chat_rate_wait_seconds_bucket{le="0.025"} 0.0
agent_mcp_knowledge_chat_rate_wait_seconds_bucket{le="0.05"} 0.0
agent_mcp_knowledge_chat_rate_wait_seconds_bucket{le="0.075"} 0.0
agent_mcp_knowledge_chat_rate_wait_seconds_bucket{le="0.1"} 0.0
agent_mcp_knowledge_chat_rate_wait_seconds_bucket{le="0.25"} 0.0
agent_mcp_knowledge_chat_rate_wait_seconds_bucket{le="0.5"} 0.0
agent_mcp_knowledge_chat_rate_wait_seconds_bucket{le="0.75"} 0.0
agent_mcp_knowledge_chat_rate_wait_seconds_bucket{le="1.0"} 0.0
agent_mcp_knowledge_chat_rate_wait_seconds_bucket{le="2.5"} 0.0
agent_mcp_knowledge_chat_rate_wait_seconds_bucket{le="5.0"} 0.0
agent_mcp_knowledge_chat_rate_wait_seconds_bucket{le="7.5"} 0.0
agent_mcp_knowledge_chat_rate_wait_seconds_bucket{le="10.0"} 0.0
agent_mcp_knowledge_chat_rate_wait_seconds_bucket{le="+Inf"} 0.0
agent_mcp_knowledge_chat_rate_wait_seconds_count 0.0
agent_mcp_knowledge_chat_rate_wait_seconds_sum 0.0
# HELP agent_mcp_knowledge_chat_rate_wait_seconds_created Latency waiting for outer knowledge_chat token bucket rate limiter
# TYPE agent_mcp_knowledge_chat_rate_wait_seconds_created gauge
agent_mcp_knowledge_chat_rate_wait_seconds_created 1.7884344879290934e+09