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电子口岸

CAMPAIGNcampaign-2026-07-31T07-…16Z-1991ca

PIPELINE RUNpipe-2026-07-31T07-23-16Z-a77e

OBSERVED2026-10-18 17:37:41Z

LLM GENERATE CALLS7

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 07:28:28Z

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-2026-07-31T07-23-1…paign.jsonCURRENT
.orchestrator/trace-2026-07-31T07-23-…point.jsonCURRENT
.toolloops/trace-2026-07-31T07-23-16Z…ents.jsonlCURRENT

aiskills健康

App-owned product projection refs

233current fact

docs/ai-skills/reports/电子口岸/trace-202…制关系核验清单.mdCURRENT
docs/ai-skills/reports/电子口岸/trace-202…理现状核验清单.mdCURRENT
docs/ai-skills/reports/电子口岸/trace-202…与政策风险分析.mdCURRENT
docs/ai-skills/reports/电子口岸/trace-202…esult.jsonCURRENT
docs/ai-skills/reports/电子口岸/trace-202…mmary.jsonCURRENT
docs/ai-skills/reports/电子口岸/trace-202…dence.jsonCURRENT
docs/ai-skills/reports/电子口岸/trace-202…chema.jsonCURRENT
docs/ai-skills/reports/电子口岸/trace-202…dence.jsonCURRENT

bounded view · more refs exist

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—	60 warnings	`2026-07-31T07-23-16Z-001`	2026-07-31 07:28:28Z

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84 / 84

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 07:23:16Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-16Z-002`
2026-07-31 07:23:19Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	2 srecorded idle —material —	`2026-07-31T07-23-16Z-002`
2026-07-31 07:23:19Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-16Z-002`
2026-07-31 07:23:19Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-19Z-003`
2026-07-31 07:23:19Z	tool_call—	`reports_design`	success—	—watchdog fact unavailable	—	40 msrecorded idle —material —	`2026-07-31T07-23-19Z-003`
2026-07-31 07:23:19Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-19Z-003`
2026-07-31 07:23:19Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-19Z-005`
2026-07-31 07:23:20Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	866 msrecorded idle —material —	`2026-07-31T07-23-19Z-005`
2026-07-31 07:23:20Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-19Z-005`
2026-07-31 07:23:20Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-20Z-006`
2026-07-31 07:23:21Z	tool_call—	`penetration_construct`	success—	—watchdog fact unavailable	—	598 msrecorded idle —material —	`2026-07-31T07-23-20Z-006`
2026-07-31 07:23:21Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-20Z-006`
2026-07-31 07:23:21Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-21Z-007`
2026-07-31 07:23:21Z	tool_call—	`penetration_export`	success—	—watchdog fact unavailable	—	0 msrecorded idle —material —	`2026-07-31T07-23-21Z-007`
2026-07-31 07:23:21Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-21Z-007`
2026-07-31 07:23:21Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-21Z-008`
2026-07-31 07:23:21Z	tool_call—	`penetration_finalize`	success—	—watchdog fact unavailable	—	1 msrecorded idle —material —	`2026-07-31T07-23-21Z-008`
2026-07-31 07:23:21Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-21Z-008`
2026-07-31 07:23:21Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-21Z-009`
2026-07-31 07:23:21Z	tool_call—	`nexrur_core_schema`	success—	—watchdog fact unavailable	—	38 msrecorded idle —material —	`2026-07-31T07-23-21Z-009`
2026-07-31 07:23:21Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-21Z-009`
2026-07-31 07:23:21Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-21Z-010`
2026-07-31 07:23:23Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	1 srecorded idle —material —	`2026-07-31T07-23-21Z-010`
2026-07-31 07:23:23Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-21Z-010`
2026-07-31 07:23:23Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-23Z-011`
2026-07-31 07:23:23Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	17 msrecorded idle —material —	`2026-07-31T07-23-23Z-011`
2026-07-31 07:23:23Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-23Z-011`
2026-07-31 07:23:23Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-23Z-013`
2026-07-31 07:23:24Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	921 msrecorded idle —material —	`2026-07-31T07-23-23Z-013`
2026-07-31 07:23:24Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-23Z-013`
2026-07-31 07:23:24Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-24Z-014`
2026-07-31 07:23:24Z	tool_call—	`qcc_consult`	success—	—watchdog fact unavailable	—	452 msrecorded idle —material —	`2026-07-31T07-23-24Z-014`
2026-07-31 07:23:24Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-24Z-014`
2026-07-31 07:23:24Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-24Z-015`
2026-07-31 07:23:24Z	tool_call—	`qcc_evaluate`	success—	—watchdog fact unavailable	—	1 msrecorded idle —material —	`2026-07-31T07-23-24Z-015`
2026-07-31 07:23:24Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-24Z-015`
2026-07-31 07:23:24Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-24Z-016`
2026-07-31 07:23:24Z	tool_call—	`qcc_finalize`	success—	—watchdog fact unavailable	—	0 msrecorded idle —material —	`2026-07-31T07-23-24Z-016`
2026-07-31 07:23:24Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-24Z-016`
2026-07-31 07:23:24Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-24Z-017`
2026-07-31 07:23:24Z	tool_call—	`nexrur_core_schema`	success—	—watchdog fact unavailable	—	42 msrecorded idle —material —	`2026-07-31T07-23-24Z-017`
2026-07-31 07:23:24Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-24Z-017`
2026-07-31 07:23:24Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-24Z-018`
2026-07-31 07:23:25Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	932 msrecorded idle —material —	`2026-07-31T07-23-24Z-018`
2026-07-31 07:23:25Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-24Z-018`
2026-07-31 07:23:25Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-25Z-019`
2026-07-31 07:23:25Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	18 msrecorded idle —material —	`2026-07-31T07-23-25Z-019`
2026-07-31 07:23:25Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-25Z-019`
2026-07-31 07:23:25Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:23:26Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:23:26Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:23:26Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:23:26Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:23:26Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:23:26Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:23:26Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:24:50Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	1 min 24 srecorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:24:50Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:25:52Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	2 min 26 srecorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:25:52Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:26:06Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	2 min 40 srecorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:26:06Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:26:26Z	tool_call—	`nexrur_llm_generate`	failed—	—watchdog fact unavailable	—	3 min 0 srecorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:26:26Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:26:26Z	tool_call—	`nexrur_llm_generate`	failed—	—watchdog fact unavailable	—	3 min 0 srecorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:26:26Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:26:26Z	tool_call—	`nexrur_llm_generate`	failed—	—watchdog fact unavailable	—	3 min 0 srecorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:26:26Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:26:26Z	tool_call—	`nexrur_llm_generate`	failed—	—watchdog fact unavailable	—	3 min 0 srecorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:26:26Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:26:26Z	tool_call—	`reports_drafting`	success—	—watchdog fact unavailable	—	3 min 0 srecorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:26:26Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-23-25Z-020`
2026-07-31 07:26:26Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-26-26Z-021`
2026-07-31 07:26:26Z	tool_call—	`reports_finalize`	success—	—watchdog fact unavailable	—	158 msrecorded idle —material —	`2026-07-31T07-26-26Z-021`
2026-07-31 07:26:26Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-26-26Z-021`
2026-07-31 07:26:26Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-26-26Z-022`
2026-07-31 07:28:26Z	tool_call—	`reports_review`	failed—	—watchdog fact unavailable	—	2 min 0 srecorded idle —material —	`2026-07-31T07-26-26Z-022`
2026-07-31 07:28:26Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-26-26Z-022`
2026-07-31 07:28:26Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-28-26Z-023`
2026-07-31 07:28:27Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	1 srecorded idle —material —	`2026-07-31T07-28-26Z-023`
2026-07-31 07:28:27Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-28-26Z-023`
2026-07-31 07:28:27Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-28-27Z-024`
2026-07-31 07:28:28Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	313 msrecorded idle —material —	`2026-07-31T07-28-27Z-024`
2026-07-31 07:28:28Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-31T07-28-27Z-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。