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测试NB-00002

CAMPAIGNcampaign-2026-07-24T22-…40Z-da8679

PIPELINE RUNpipe-2026-07-24T22-27-40Z-e226

OBSERVED2026-08-19 13:50:05Z

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-0001completed2026-07-24 22:29:13Z

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-2026-07-24T22-27-4…paign.jsonCURRENT
.orchestrator/trace-2026-07-24T22-27-…point.jsonCURRENT
.toolloops/trace-2026-07-24T22-27-40Z…ents.jsonlCURRENT

aiskills健康

App-owned product projection refs

171current fact

docs/ai-skills/reports/测试NB-00002/tra…00_交付目录.mdCURRENT
docs/ai-skills/reports/测试NB-00002/tra…01_抗辩总纲.mdCURRENT
docs/ai-skills/reports/测试NB-00002/tra…_主体责任划分.mdCURRENT
docs/ai-skills/reports/测试NB-00002/tra…03_汇总报告.mdCURRENT
docs/ai-skills/reports/测试NB-00002/tra…_基础资料盘点.mdCURRENT
docs/ai-skills/reports/测试NB-00002/tra…同付款匹配底稿.mdCURRENT
docs/ai-skills/reports/测试NB-00002/tra…舟项目全貌分析.mdCURRENT
docs/ai-skills/reports/测试NB-00002/tra…纷资产减值评估.mdCURRENT

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	completedcompleted	`—`no_failure_to_pivot	skipped—	220 warnings	`2026-07-24T22-27-40Z-001`	2026-07-24 22:29:13Z

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87 / 87

发生时间	事件	Tool	状态 / 阶段	进度	有界计数	观察时序	Step run
2026-07-24 22:27:40Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-40Z-002`
2026-07-24 22:27:42Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	2 srecorded idle —material —	`2026-07-24T22-27-40Z-002`
2026-07-24 22:27:42Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-40Z-002`
2026-07-24 22:27:42Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-42Z-003`
2026-07-24 22:27:42Z	tool_call—	`reports_design`	success—	—watchdog fact unavailable	—	31 msrecorded idle —material —	`2026-07-24T22-27-42Z-003`
2026-07-24 22:27:42Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-42Z-003`
2026-07-24 22:27:42Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-42Z-005`
2026-07-24 22:27:43Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	853 msrecorded idle —material —	`2026-07-24T22-27-42Z-005`
2026-07-24 22:27:43Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-42Z-005`
2026-07-24 22:27:43Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-43Z-006`
2026-07-24 22:27:43Z	tool_call—	`penetration_construct`	success—	—watchdog fact unavailable	—	139 msrecorded idle —material —	`2026-07-24T22-27-43Z-006`
2026-07-24 22:27:43Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-43Z-006`
2026-07-24 22:27:43Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-43Z-007`
2026-07-24 22:27:43Z	tool_call—	`penetration_export`	success—	—watchdog fact unavailable	—	0 msrecorded idle —material —	`2026-07-24T22-27-43Z-007`
2026-07-24 22:27:43Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-43Z-007`
2026-07-24 22:27:43Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-43Z-008`
2026-07-24 22:27:43Z	tool_call—	`penetration_finalize`	success—	—watchdog fact unavailable	—	1 msrecorded idle —material —	`2026-07-24T22-27-43Z-008`
2026-07-24 22:27:43Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-43Z-008`
2026-07-24 22:27:43Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-43Z-009`
2026-07-24 22:27:43Z	tool_call—	`nexrur_core_schema`	success—	—watchdog fact unavailable	—	38 msrecorded idle —material —	`2026-07-24T22-27-43Z-009`
2026-07-24 22:27:43Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-43Z-009`
2026-07-24 22:27:43Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-43Z-010`
2026-07-24 22:27:44Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	850 msrecorded idle —material —	`2026-07-24T22-27-43Z-010`
2026-07-24 22:27:44Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-43Z-010`
2026-07-24 22:27:44Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-44Z-011`
2026-07-24 22:27:44Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	17 msrecorded idle —material —	`2026-07-24T22-27-44Z-011`
2026-07-24 22:27:44Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-44Z-011`
2026-07-24 22:27:44Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-44Z-013`
2026-07-24 22:27:45Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	836 msrecorded idle —material —	`2026-07-24T22-27-44Z-013`
2026-07-24 22:27:45Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-44Z-013`
2026-07-24 22:27:45Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-45Z-014`
2026-07-24 22:27:45Z	tool_call—	`qcc_consult`	success—	—watchdog fact unavailable	—	42 msrecorded idle —material —	`2026-07-24T22-27-45Z-014`
2026-07-24 22:27:45Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-45Z-014`
2026-07-24 22:27:45Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-45Z-015`
2026-07-24 22:27:45Z	tool_call—	`qcc_evaluate`	success—	—watchdog fact unavailable	—	0 msrecorded idle —material —	`2026-07-24T22-27-45Z-015`
2026-07-24 22:27:45Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-45Z-015`
2026-07-24 22:27:45Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-45Z-016`
2026-07-24 22:27:45Z	tool_call—	`qcc_finalize`	success—	—watchdog fact unavailable	—	0 msrecorded idle —material —	`2026-07-24T22-27-45Z-016`
2026-07-24 22:27:45Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-45Z-016`
2026-07-24 22:27:45Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-45Z-017`
2026-07-24 22:27:45Z	tool_call—	`nexrur_core_schema`	success—	—watchdog fact unavailable	—	33 msrecorded idle —material —	`2026-07-24T22-27-45Z-017`
2026-07-24 22:27:45Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-45Z-017`
2026-07-24 22:27:45Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-45Z-018`
2026-07-24 22:27:46Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	862 msrecorded idle —material —	`2026-07-24T22-27-45Z-018`
2026-07-24 22:27:46Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-45Z-018`
2026-07-24 22:27:46Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-46Z-019`
2026-07-24 22:27:46Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	18 msrecorded idle —material —	`2026-07-24T22-27-46Z-019`
2026-07-24 22:27:46Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-46Z-019`
2026-07-24 22:27:46Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:27:46Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:27:46Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:27:46Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:27:46Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:27:46Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:27:46Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:27:46Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:28:21Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	35 srecorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:28:21Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:28:27Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	41 srecorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:28:27Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:28:28Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	42 srecorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:28:28Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:28:33Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	46 srecorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:28:33Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:28:35Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	48 srecorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:28:35Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:28:38Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	51 srecorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:28:38Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:28:40Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	53 srecorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:28:40Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:28:40Z	tool_call—	`reports_drafting`	success—	—watchdog fact unavailable	—	53 srecorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:28:40Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-27-46Z-020`
2026-07-24 22:28:40Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-28-40Z-021`
2026-07-24 22:28:40Z	tool_call—	`reports_finalize`	success—	—watchdog fact unavailable	—	281 msrecorded idle —material —	`2026-07-24T22-28-40Z-021`
2026-07-24 22:28:40Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-28-40Z-021`
2026-07-24 22:28:40Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-28-40Z-022`
2026-07-24 22:29:10Z	tool_call—	`reports_review`	success—	—watchdog fact unavailable	—	30 srecorded idle —material —	`2026-07-24T22-28-40Z-022`
2026-07-24 22:29:10Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-28-40Z-022`
2026-07-24 22:29:10Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-29-10Z-023`
2026-07-24 22:29:10Z	tool_call—	`nexrur_core_schema`	success—	—watchdog fact unavailable	—	49 msrecorded idle —material —	`2026-07-24T22-29-10Z-023`
2026-07-24 22:29:10Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-29-10Z-023`
2026-07-24 22:29:10Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-29-10Z-024`
2026-07-24 22:29:13Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	2 srecorded idle —material —	`2026-07-24T22-29-10Z-024`
2026-07-24 22:29:13Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-29-10Z-024`
2026-07-24 22:29:13Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-29-13Z-025`
2026-07-24 22:29:13Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	17 msrecorded idle —material —	`2026-07-24T22-29-13Z-025`
2026-07-24 22:29:13Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-24T22-29-13Z-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。