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-2026-08-03T06-…37Z-c07aed

PIPELINE RUNpipe-2026-08-03T06-01-37Z-3c3e

OBSERVED2026-10-18 17:36:48Z

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-0001completed2026-08-03 06:15:13Z

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-2026-08-03T06-01-3…paign.jsonCURRENT
.orchestrator/trace-2026-08-03T06-01-…point.jsonCURRENT
.toolloops/trace-2026-08-03T06-01-37Z…ents.jsonlCURRENT

aiskills健康

App-owned product projection refs

71current 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…约事实核验清单.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…与法律适用分析.mdCURRENT
docs/ai-skills/reports/冻品口岸/trace-202…与人工复核清单.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	completedcompleted	`—`no_failure_to_pivot	skipped—	200 warnings	`2026-08-03T06-01-37Z-001`	2026-08-03 06:15:13Z

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106 / 106

发生时间	事件	Tool	状态 / 阶段	进度	有界计数	观察时序	Step run
2026-08-03 06:01:37Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-37Z-002`
2026-08-03 06:01:38Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	646 msrecorded idle —material —	`2026-08-03T06-01-37Z-002`
2026-08-03 06:01:38Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-37Z-002`
2026-08-03 06:01:38Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-38Z-003`
2026-08-03 06:01:38Z	tool_call—	`reports_design`	success—	—watchdog fact unavailable	—	24 msrecorded idle —material —	`2026-08-03T06-01-38Z-003`
2026-08-03 06:01:38Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-38Z-003`
2026-08-03 06:01:38Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-38Z-005`
2026-08-03 06:01:39Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	365 msrecorded idle —material —	`2026-08-03T06-01-38Z-005`
2026-08-03 06:01:39Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-38Z-005`
2026-08-03 06:01:39Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-39Z-006`
2026-08-03 06:01:39Z	tool_call—	`penetration_construct`	success—	—watchdog fact unavailable	—	205 msrecorded idle —material —	`2026-08-03T06-01-39Z-006`
2026-08-03 06:01:39Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-39Z-006`
2026-08-03 06:01:39Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-39Z-007`
2026-08-03 06:01:39Z	tool_call—	`penetration_export`	success—	—watchdog fact unavailable	—	0 msrecorded idle —material —	`2026-08-03T06-01-39Z-007`
2026-08-03 06:01:39Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-39Z-007`
2026-08-03 06:01:39Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-39Z-008`
2026-08-03 06:01:39Z	tool_call—	`penetration_finalize`	success—	—watchdog fact unavailable	—	0 msrecorded idle —material —	`2026-08-03T06-01-39Z-008`
2026-08-03 06:01:39Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-39Z-008`
2026-08-03 06:01:39Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-39Z-009`
2026-08-03 06:01:39Z	tool_call—	`nexrur_core_schema`	success—	—watchdog fact unavailable	—	36 msrecorded idle —material —	`2026-08-03T06-01-39Z-009`
2026-08-03 06:01:39Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-39Z-009`
2026-08-03 06:01:39Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-39Z-010`
2026-08-03 06:01:40Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	608 msrecorded idle —material —	`2026-08-03T06-01-39Z-010`
2026-08-03 06:01:40Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-39Z-010`
2026-08-03 06:01:40Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-40Z-011`
2026-08-03 06:01:40Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	18 msrecorded idle —material —	`2026-08-03T06-01-40Z-011`
2026-08-03 06:01:40Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-40Z-011`
2026-08-03 06:01:40Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-40Z-013`
2026-08-03 06:01:40Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	395 msrecorded idle —material —	`2026-08-03T06-01-40Z-013`
2026-08-03 06:01:40Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-40Z-013`
2026-08-03 06:01:40Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:01:40Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	38 srecorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	19 msrecorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	22 msrecorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	20 msrecorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	19 msrecorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	19 msrecorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	18 msrecorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	4 msrecorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	2 msrecorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	2 msrecorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	2 msrecorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	3 msrecorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	2 msrecorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	2 msrecorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	2 msrecorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	2 msrecorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	tool_call—	`qcc_consult`	success—	—watchdog fact unavailable	—	39 srecorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-01-40Z-014`
2026-08-03 06:02:19Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-02-19Z-015`
2026-08-03 06:02:19Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-02-19Z-015`
2026-08-03 06:05:46Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	3 min 26 srecorded idle —material —	`2026-08-03T06-02-19Z-015`
2026-08-03 06:05:46Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-02-19Z-015`
2026-08-03 06:05:46Z	tool_call—	`qcc_evaluate`	success—	—watchdog fact unavailable	—	3 min 26 srecorded idle —material —	`2026-08-03T06-02-19Z-015`
2026-08-03 06:05:46Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-02-19Z-015`
2026-08-03 06:05:46Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-05-46Z-016`
2026-08-03 06:05:46Z	tool_call—	`qcc_finalize`	success—	—watchdog fact unavailable	—	0 msrecorded idle —material —	`2026-08-03T06-05-46Z-016`
2026-08-03 06:05:46Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-05-46Z-016`
2026-08-03 06:05:46Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-05-46Z-017`
2026-08-03 06:05:46Z	tool_call—	`nexrur_core_schema`	success—	—watchdog fact unavailable	—	43 msrecorded idle —material —	`2026-08-03T06-05-46Z-017`
2026-08-03 06:05:46Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-05-46Z-017`
2026-08-03 06:05:46Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-05-46Z-018`
2026-08-03 06:05:47Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	430 msrecorded idle —material —	`2026-08-03T06-05-46Z-018`
2026-08-03 06:05:47Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-05-46Z-018`
2026-08-03 06:05:47Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-05-47Z-019`
2026-08-03 06:05:47Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	17 msrecorded idle —material —	`2026-08-03T06-05-47Z-019`
2026-08-03 06:05:47Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-05-47Z-019`
2026-08-03 06:05:47Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-05-47Z-020`
2026-08-03 06:05:47Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-05-47Z-020`
2026-08-03 06:05:47Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-05-47Z-020`
2026-08-03 06:05:47Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-05-47Z-020`
2026-08-03 06:05:47Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-05-47Z-020`
2026-08-03 06:05:47Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-05-47Z-020`
2026-08-03 06:08:07Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	2 min 20 srecorded idle —material —	`2026-08-03T06-05-47Z-020`
2026-08-03 06:08:07Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-05-47Z-020`
2026-08-03 06:08:57Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	3 min 10 srecorded idle —material —	`2026-08-03T06-05-47Z-020`
2026-08-03 06:08:57Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-05-47Z-020`
2026-08-03 06:09:26Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	3 min 38 srecorded idle —material —	`2026-08-03T06-05-47Z-020`
2026-08-03 06:09:26Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-05-47Z-020`
2026-08-03 06:10:51Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	5 min 3 srecorded idle —material —	`2026-08-03T06-05-47Z-020`
2026-08-03 06:10:51Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-05-47Z-020`
2026-08-03 06:11:27Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	5 min 40 srecorded idle —material —	`2026-08-03T06-05-47Z-020`
2026-08-03 06:11:27Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-05-47Z-020`
2026-08-03 06:11:27Z	tool_call—	`reports_drafting`	success—	—watchdog fact unavailable	—	5 min 40 srecorded idle —material —	`2026-08-03T06-05-47Z-020`
2026-08-03 06:11:27Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-05-47Z-020`
2026-08-03 06:11:27Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-11-27Z-021`
2026-08-03 06:11:27Z	tool_call—	`reports_finalize`	success—	—watchdog fact unavailable	—	255 msrecorded idle —material —	`2026-08-03T06-11-27Z-021`
2026-08-03 06:11:27Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-11-27Z-021`
2026-08-03 06:11:27Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-11-27Z-022`
2026-08-03 06:15:12Z	tool_call—	`reports_review`	success—	—watchdog fact unavailable	—	3 min 44 srecorded idle —material —	`2026-08-03T06-11-27Z-022`
2026-08-03 06:15:12Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-11-27Z-022`
2026-08-03 06:15:12Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-15-12Z-023`
2026-08-03 06:15:12Z	tool_call—	`nexrur_core_schema`	success—	—watchdog fact unavailable	—	55 msrecorded idle —material —	`2026-08-03T06-15-12Z-023`
2026-08-03 06:15:12Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-15-12Z-023`
2026-08-03 06:15:12Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-15-12Z-024`
2026-08-03 06:15:13Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	584 msrecorded idle —material —	`2026-08-03T06-15-12Z-024`
2026-08-03 06:15:13Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-15-12Z-024`
2026-08-03 06:15:13Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-15-13Z-025`
2026-08-03 06:15:13Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	20 msrecorded idle —material —	`2026-08-03T06-15-13Z-025`
2026-08-03 06:15:13Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-08-03T06-15-13Z-025`

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。