证据必须被固定在同一身份。

五桶并不是五个任意搜索目录；它们共享 App、asset、Trace 与 Cycle，且保持不同信任等级。

ASSET冻品口岸

CAMPAIGNcampaign-2026-07-31T10-…05Z-231d95

PIPELINE RUNpipe-2026-07-31T10-20-05Z-952f

OBSERVED2026-08-19 14:36:29Z

LLM GENERATE CALLS5

01 · Cycle 索引

同一条 Trace 的每次尝试。

失败与重跑保持同一 Trace 身份，Cycle 按真实写入顺序排列。

部分可用1

cycle-0001completed2026-07-31 10:25:21Z

02 · 五桶证据

同一身份，五种信任语义。

所有引用固定在同一 App、asset、Trace 与 Cycle，不跨身份借用证据。

AUDIT / cycle-0001

core健康

Schema、audit 与 current-run mechanical facts

1current fact

docs/ai-runs/.core/.schema/trace-2026…chema.jsonCURRENT

engines健康

Campaign、checkpoint 与 ToolLoop ledger refs

3current fact

.campaign/campaign-2026-07-31T10-20-0…paign.jsonCURRENT
.orchestrator/trace-2026-07-31T10-20-…point.jsonCURRENT
.toolloops/trace-2026-07-31T10-20-05Z…ents.jsonlCURRENT

aiskills健康

App-owned product projection refs

67current fact

docs/ai-skills/reports/冻品口岸/trace-202…00_交付目录.mdCURRENT
docs/ai-skills/reports/冻品口岸/trace-202…01_抗辩总纲.mdCURRENT
docs/ai-skills/reports/冻品口岸/trace-202…_主体责任划分.mdCURRENT
docs/ai-skills/reports/冻品口岸/trace-202…03_汇总报告.mdCURRENT
docs/ai-skills/reports/冻品口岸/trace-202…通资金关系分析.mdCURRENT
docs/ai-skills/reports/冻品口岸/trace-202…esult.jsonCURRENT
docs/ai-skills/reports/冻品口岸/trace-202…mmary.jsonCURRENT
docs/ai-skills/reports/冻品口岸/trace-202…esult.jsonCURRENT

memory未配置

历史辅助索引 refs

—historical auxiliary

no exact-scope refs—

memory_source_not_configured

golden健康

已审核 Diagnosis grounding refs

1reviewed grounding

.gemini/skills/_shared/golden/cognition.ymlAUX

03 · Step Receipt

每一步，只看写下的回执。

状态、Diagnosis 与 Campaign control 来自 compact checkpoint，不由页面补写。

健康3 / 3

Step	回执 / 结果	Reason / Diagnosis	Campaign control	Artifacts	Step run	完成时间
outlineoutline	pending—	`—`—	——	00 warnings	`—`	—
paperspapers	pending—	`—`—	——	00 warnings	`—`	—
reportsreports	completedcompleted	`—`no_failure_to_pivot	skipped—	160 warnings	`2026-07-31T10-20-05Z-001`	2026-07-31 10:25:21Z

04 · ToolLoop Activity

工具调用与进度分开记录。

只展示有界事件、计数与时序，不返回工具正文或 provider response。

健康117 / 117

发生时间	事件	Tool	状态 / 阶段	进度	有界计数	观察时序	Step run
2026-07-31 10:20:05Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-05Z-002`
2026-07-31 10:20:06Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	743 msrecorded idle —material —	`2026-07-31T10-20-05Z-002`
2026-07-31 10:20:06Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-05Z-002`
2026-07-31 10:20:06Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-06Z-003`
2026-07-31 10:20:06Z	tool_call—	`reports_design`	success—	—watchdog fact unavailable	—	24 msrecorded idle —material —	`2026-07-31T10-20-06Z-003`
2026-07-31 10:20:06Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-06Z-003`
2026-07-31 10:20:06Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-06Z-005`
2026-07-31 10:20:06Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	364 msrecorded idle —material —	`2026-07-31T10-20-06Z-005`
2026-07-31 10:20:06Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-06Z-005`
2026-07-31 10:20:06Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-06Z-006`
2026-07-31 10:20:06Z	tool_call—	`penetration_construct`	success—	—watchdog fact unavailable	—	98 msrecorded idle —material —	`2026-07-31T10-20-06Z-006`
2026-07-31 10:20:06Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-06Z-006`
2026-07-31 10:20:06Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-06Z-007`
2026-07-31 10:20:06Z	tool_call—	`penetration_export`	success—	—watchdog fact unavailable	—	0 msrecorded idle —material —	`2026-07-31T10-20-06Z-007`
2026-07-31 10:20:06Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-06Z-007`
2026-07-31 10:20:06Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-06Z-008`
2026-07-31 10:20:06Z	tool_call—	`penetration_finalize`	success—	—watchdog fact unavailable	—	4 msrecorded idle —material —	`2026-07-31T10-20-06Z-008`
2026-07-31 10:20:06Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-06Z-008`
2026-07-31 10:20:06Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-06Z-009`
2026-07-31 10:20:06Z	tool_call—	`nexrur_core_schema`	success—	—watchdog fact unavailable	—	39 msrecorded idle —material —	`2026-07-31T10-20-06Z-009`
2026-07-31 10:20:06Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-06Z-009`
2026-07-31 10:20:06Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-06Z-010`
2026-07-31 10:20:07Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	593 msrecorded idle —material —	`2026-07-31T10-20-06Z-010`
2026-07-31 10:20:07Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-06Z-010`
2026-07-31 10:20:07Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-07Z-011`
2026-07-31 10:20:07Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	17 msrecorded idle —material —	`2026-07-31T10-20-07Z-011`
2026-07-31 10:20:07Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-07Z-011`
2026-07-31 10:20:07Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-07Z-013`
2026-07-31 10:20:07Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	370 msrecorded idle —material —	`2026-07-31T10-20-07Z-013`
2026-07-31 10:20:07Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-07Z-013`
2026-07-31 10:20:07Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-07Z-014`
2026-07-31 10:20:07Z	tool_call—	`qcc_consult`	success—	—watchdog fact unavailable	—	77 msrecorded idle —material —	`2026-07-31T10-20-07Z-014`
2026-07-31 10:20:07Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-07Z-014`
2026-07-31 10:20:07Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-07Z-015`
2026-07-31 10:20:07Z	tool_call—	`qcc_evaluate`	success—	—watchdog fact unavailable	—	1 msrecorded idle —material —	`2026-07-31T10-20-07Z-015`
2026-07-31 10:20:07Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-07Z-015`
2026-07-31 10:20:07Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-07Z-016`
2026-07-31 10:20:07Z	tool_call—	`qcc_finalize`	success—	—watchdog fact unavailable	—	0 msrecorded idle —material —	`2026-07-31T10-20-07Z-016`
2026-07-31 10:20:07Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-07Z-016`
2026-07-31 10:20:07Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-07Z-017`
2026-07-31 10:20:07Z	tool_call—	`nexrur_core_schema`	success—	—watchdog fact unavailable	—	42 msrecorded idle —material —	`2026-07-31T10-20-07Z-017`
2026-07-31 10:20:07Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-07Z-017`
2026-07-31 10:20:07Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-07Z-018`
2026-07-31 10:20:08Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	383 msrecorded idle —material —	`2026-07-31T10-20-07Z-018`
2026-07-31 10:20:08Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-07Z-018`
2026-07-31 10:20:08Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-08Z-019`
2026-07-31 10:20:08Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	19 msrecorded idle —material —	`2026-07-31T10-20-08Z-019`
2026-07-31 10:20:08Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-08Z-019`
2026-07-31 10:20:08Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:20:08Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:20:08Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:20:08Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:20:08Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:20:08Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:20:08Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	14 msrecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:20:13Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	5 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:20:18Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	10 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:20:23Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	15 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:20:28Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	20 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:20:33Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	25 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:20:38Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	30 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:20:43Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	35 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:20:48Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	40 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:20:53Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	45 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:20:58Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	50 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:21:03Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	55 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:21:08Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	1 min 0 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:21:14Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	1 min 5 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:21:19Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	1 min 10 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:21:24Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	1 min 15 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:21:29Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	1 min 20 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:21:34Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	1 min 25 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:21:39Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	1 min 30 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:21:44Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	1 min 35 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:21:49Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	1 min 40 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:21:54Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	1 min 45 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:21:59Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	1 min 50 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:22:04Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	1 min 55 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:22:09Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	2 min 0 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:22:14Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	2 min 5 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:22:19Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	2 min 10 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:22:24Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	2 min 16 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:22:26Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	2 min 18 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:22:26Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:22:29Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	2 min 21 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:22:34Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	2 min 26 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:22:39Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	2 min 31 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:22:44Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	2 min 36 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:22:49Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	2 min 41 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:22:54Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	2 min 46 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:22:59Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	2 min 51 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:23:04Z	tool_progress—	`nexrur_llm_generate`	waitingllm_provider_admission	—watchdog fact unavailable	—	2 min 56 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:23:08Z	tool_call—	`nexrur_llm_generate`	failed—	—watchdog fact unavailable	—	3 min 0 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:23:08Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:23:08Z	tool_call—	`nexrur_llm_generate`	failed—	—watchdog fact unavailable	—	3 min 0 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:23:08Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:23:08Z	tool_call—	`nexrur_llm_generate`	failed—	—watchdog fact unavailable	—	3 min 0 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:23:08Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:23:08Z	tool_call—	`nexrur_llm_generate`	failed—	—watchdog fact unavailable	—	3 min 0 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:23:08Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:23:08Z	tool_call—	`reports_drafting`	success—	—watchdog fact unavailable	—	3 min 0 srecorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:23:08Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-20-08Z-020`
2026-07-31 10:23:08Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-23-08Z-021`
2026-07-31 10:23:08Z	tool_call—	`reports_finalize`	success—	—watchdog fact unavailable	—	114 msrecorded idle —material —	`2026-07-31T10-23-08Z-021`
2026-07-31 10:23:08Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-23-08Z-021`
2026-07-31 10:23:08Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-23-08Z-022`
2026-07-31 10:25:20Z	tool_call—	`reports_review`	success—	—watchdog fact unavailable	—	2 min 12 srecorded idle —material —	`2026-07-31T10-23-08Z-022`
2026-07-31 10:25:20Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-23-08Z-022`
2026-07-31 10:25:20Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-25-20Z-023`
2026-07-31 10:25:20Z	tool_call—	`nexrur_core_schema`	success—	—watchdog fact unavailable	—	47 msrecorded idle —material —	`2026-07-31T10-25-20Z-023`
2026-07-31 10:25:20Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-25-20Z-023`
2026-07-31 10:25:20Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-25-20Z-024`
2026-07-31 10:25:21Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	479 msrecorded idle —material —	`2026-07-31T10-25-20Z-024`
2026-07-31 10:25:21Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-25-20Z-024`
2026-07-31 10:25:21Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-25-21Z-025`
2026-07-31 10:25:21Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	18 msrecorded idle —material —	`2026-07-31T10-25-21Z-025`
2026-07-31 10:25:21Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T10-25-21Z-025`

05 · Incident 因果链

问题不是一堆错误，而是一条因果链。

按 warning、primary、derived 与 recovery 解释机械事实，保留原始 reason code。

健康2

primary
nexrur_llm_generate
First observed ToolLoop execution failure in this cycle.
—failed
derived
nexrur_llm_generate
Tool activity was blocked after an earlier execution fault.
—failed

本页不返回 checkpoint body、未登记的 ToolLoop extra、prompt、provider response 或 artifact 正文；ToolLoop extra 只允许投影有界的 *_count 数值。读取和因果投影契约以 DESIGN_RUNTIME.md ↗为准。