一条 Trace，拆回真实执行层。

从 Cycle、compact receipt、ToolLoop activity 到 incident causal chain；这里只解释观察来源，不接管 Campaign。

ASSET冻品口岸

CAMPAIGNcampaign-2026-07-31T07-…27Z-1f69e2

PIPELINE RUNpipe-2026-07-31T07-23-27Z-6436

OBSERVED2026-08-19 13:53:28Z

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-0001failed2026-07-31 07:28:31Z

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-2026-07-31T07-23-2…paign.jsonCURRENT
.orchestrator/trace-2026-07-31T07-23-…point.jsonCURRENT
.toolloops/trace-2026-07-31T07-23-27Z…ents.jsonlCURRENT

aiskills健康

App-owned product projection refs

61current fact

docs/ai-skills/reports/冻品口岸/trace-202…与人工复核清单.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…dence.jsonCURRENT
docs/ai-skills/reports/冻品口岸/trace-202…chema.jsonCURRENT
docs/ai-skills/reports/冻品口岸/trace-202…dence.jsonCURRENT
docs/ai-skills/reports/冻品口岸/trace-202…step6.jsonCURRENT
docs/ai-skills/reports/冻品口岸/trace-202…品口岸诉讼策略.mdCURRENT

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	failedfailed	`TOOLLOOP_BATCH_ERROR`—	handoff_failed—	40 warnings	`2026-07-31T07-23-27Z-001`	2026-07-31 07:28:31Z

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78 / 78

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 07:23:27Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-27Z-002`
2026-07-31 07:23:28Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	620 msrecorded idle —material —	`2026-07-31T07-23-27Z-002`
2026-07-31 07:23:28Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-27Z-002`
2026-07-31 07:23:28Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-28Z-003`
2026-07-31 07:23:28Z	tool_call—	`reports_design`	success—	—watchdog fact unavailable	—	22 msrecorded idle —material —	`2026-07-31T07-23-28Z-003`
2026-07-31 07:23:28Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-28Z-003`
2026-07-31 07:23:28Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-28Z-005`
2026-07-31 07:23:28Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	363 msrecorded idle —material —	`2026-07-31T07-23-28Z-005`
2026-07-31 07:23:28Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-28Z-005`
2026-07-31 07:23:28Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-28Z-006`
2026-07-31 07:23:28Z	tool_call—	`penetration_construct`	success—	—watchdog fact unavailable	—	96 msrecorded idle —material —	`2026-07-31T07-23-28Z-006`
2026-07-31 07:23:28Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-28Z-006`
2026-07-31 07:23:28Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-28Z-007`
2026-07-31 07:23:28Z	tool_call—	`penetration_export`	success—	—watchdog fact unavailable	—	0 msrecorded idle —material —	`2026-07-31T07-23-28Z-007`
2026-07-31 07:23:28Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-28Z-007`
2026-07-31 07:23:28Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-28Z-008`
2026-07-31 07:23:28Z	tool_call—	`penetration_finalize`	success—	—watchdog fact unavailable	—	0 msrecorded idle —material —	`2026-07-31T07-23-28Z-008`
2026-07-31 07:23:28Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-28Z-008`
2026-07-31 07:23:28Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-28Z-009`
2026-07-31 07:23:28Z	tool_call—	`nexrur_core_schema`	success—	—watchdog fact unavailable	—	37 msrecorded idle —material —	`2026-07-31T07-23-28Z-009`
2026-07-31 07:23:28Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-28Z-009`
2026-07-31 07:23:28Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-28Z-010`
2026-07-31 07:23:29Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	578 msrecorded idle —material —	`2026-07-31T07-23-28Z-010`
2026-07-31 07:23:29Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-28Z-010`
2026-07-31 07:23:29Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-29Z-011`
2026-07-31 07:23:29Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	20 msrecorded idle —material —	`2026-07-31T07-23-29Z-011`
2026-07-31 07:23:29Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-29Z-011`
2026-07-31 07:23:29Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-29Z-013`
2026-07-31 07:23:29Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	362 msrecorded idle —material —	`2026-07-31T07-23-29Z-013`
2026-07-31 07:23:29Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-29Z-013`
2026-07-31 07:23:29Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-29Z-014`
2026-07-31 07:23:29Z	tool_call—	`qcc_consult`	success—	—watchdog fact unavailable	—	75 msrecorded idle —material —	`2026-07-31T07-23-29Z-014`
2026-07-31 07:23:29Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-29Z-014`
2026-07-31 07:23:29Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-29Z-015`
2026-07-31 07:23:29Z	tool_call—	`qcc_evaluate`	success—	—watchdog fact unavailable	—	0 msrecorded idle —material —	`2026-07-31T07-23-29Z-015`
2026-07-31 07:23:29Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-29Z-015`
2026-07-31 07:23:29Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-29Z-016`
2026-07-31 07:23:29Z	tool_call—	`qcc_finalize`	success—	—watchdog fact unavailable	—	0 msrecorded idle —material —	`2026-07-31T07-23-29Z-016`
2026-07-31 07:23:29Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-29Z-016`
2026-07-31 07:23:29Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-29Z-017`
2026-07-31 07:23:29Z	tool_call—	`nexrur_core_schema`	success—	—watchdog fact unavailable	—	40 msrecorded idle —material —	`2026-07-31T07-23-29Z-017`
2026-07-31 07:23:29Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-29Z-017`
2026-07-31 07:23:29Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-29Z-018`
2026-07-31 07:23:30Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	377 msrecorded idle —material —	`2026-07-31T07-23-29Z-018`
2026-07-31 07:23:30Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-29Z-018`
2026-07-31 07:23:30Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-30Z-019`
2026-07-31 07:23:30Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	17 msrecorded idle —material —	`2026-07-31T07-23-30Z-019`
2026-07-31 07:23:30Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-30Z-019`
2026-07-31 07:23:30Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-30Z-020`
2026-07-31 07:23:30Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-30Z-020`
2026-07-31 07:23:30Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-30Z-020`
2026-07-31 07:23:30Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-30Z-020`
2026-07-31 07:23:30Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-30Z-020`
2026-07-31 07:23:30Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-30Z-020`
2026-07-31 07:25:58Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	2 min 28 srecorded idle —material —	`2026-07-31T07-23-30Z-020`
2026-07-31 07:25:58Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-30Z-020`
2026-07-31 07:26:30Z	tool_call—	`nexrur_llm_generate`	failed—	—watchdog fact unavailable	—	3 min 0 srecorded idle —material —	`2026-07-31T07-23-30Z-020`
2026-07-31 07:26:30Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-30Z-020`
2026-07-31 07:26:30Z	tool_call—	`nexrur_llm_generate`	failed—	—watchdog fact unavailable	—	3 min 0 srecorded idle —material —	`2026-07-31T07-23-30Z-020`
2026-07-31 07:26:30Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-30Z-020`
2026-07-31 07:26:30Z	tool_call—	`nexrur_llm_generate`	failed—	—watchdog fact unavailable	—	3 min 0 srecorded idle —material —	`2026-07-31T07-23-30Z-020`
2026-07-31 07:26:30Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-30Z-020`
2026-07-31 07:26:30Z	tool_call—	`nexrur_llm_generate`	failed—	—watchdog fact unavailable	—	3 min 0 srecorded idle —material —	`2026-07-31T07-23-30Z-020`
2026-07-31 07:26:30Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-30Z-020`
2026-07-31 07:26:30Z	tool_call—	`reports_drafting`	success—	—watchdog fact unavailable	—	3 min 0 srecorded idle —material —	`2026-07-31T07-23-30Z-020`
2026-07-31 07:26:30Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-30Z-020`
2026-07-31 07:26:30Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-26-30Z-021`
2026-07-31 07:26:30Z	tool_call—	`reports_finalize`	success—	—watchdog fact unavailable	—	94 msrecorded idle —material —	`2026-07-31T07-26-30Z-021`
2026-07-31 07:26:30Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-26-30Z-021`
2026-07-31 07:26:30Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-26-30Z-022`
2026-07-31 07:28:30Z	tool_call—	`reports_review`	failed—	—watchdog fact unavailable	—	2 min 0 srecorded idle —material —	`2026-07-31T07-26-30Z-022`
2026-07-31 07:28:30Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-26-30Z-022`
2026-07-31 07:28:30Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-28-30Z-023`
2026-07-31 07:28:30Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	469 msrecorded idle —material —	`2026-07-31T07-28-30Z-023`
2026-07-31 07:28:30Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-28-30Z-023`
2026-07-31 07:28:30Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-28-30Z-024`
2026-07-31 07:28:31Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	315 msrecorded idle —material —	`2026-07-31T07-28-30Z-024`
2026-07-31 07:28:31Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-28-30Z-024`

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4

primary
reports
First observed execution failure in this cycle.
TOOLLOOP_BATCH_ERRORfailed
recovery
reports / campaign
Campaign emitted a bounded control result.
TOOLLOOP_BATCH_ERRORhandoff_failed
derived
nexrur_llm_generate
Tool activity was blocked after an earlier execution fault.
—failed
derived
reports_review
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。