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-2026-07-25T05-…49Z-c8fcb1

PIPELINE RUNpipe-2026-07-25T05-54-49Z-05af

OBSERVED2026-08-19 13:53:43Z

LLM GENERATE CALLS1

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-0001failed2026-07-25 05:56:56Z

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-2026-07-25T05-54-4…paign.jsonCURRENT
.orchestrator/trace-2026-07-25T05-54-…point.jsonCURRENT
.toolloops/trace-2026-07-25T05-54-49Z…ents.jsonlCURRENT

aiskills健康

App-owned product projection refs

85current fact

docs/ai-skills/reports/测试NB-00002/tra…dence.jsonCURRENT
docs/ai-skills/reports/测试NB-00002/tra…chema.jsonCURRENT
docs/ai-skills/reports/测试NB-00002/tra…dence.jsonCURRENT
docs/ai-skills/reports/测试NB-00002/tra…step6.jsonCURRENT
docs/ai-skills/reports/测试NB-00002/tra…2024年收入.mdCURRENT
docs/ai-skills/reports/测试NB-00002/tra…0万元房租发票.mdCURRENT
docs/ai-skills/reports/测试NB-00002/tra…68元房租发票.mdCURRENT
docs/ai-skills/reports/测试NB-00002/tra…22元房租发票.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—	10 warnings	`2026-07-25T05-54-49Z-001`	2026-07-25 05:56:56Z

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61 / 61

发生时间	事件	Tool	状态 / 阶段	进度	有界计数	观察时序	Step run
2026-07-25 05:54:49Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-49Z-002`
2026-07-25 05:54:51Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	2 srecorded idle —material —	`2026-07-25T05-54-49Z-002`
2026-07-25 05:54:51Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-49Z-002`
2026-07-25 05:54:51Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-51Z-003`
2026-07-25 05:54:51Z	tool_call—	`reports_design`	success—	—watchdog fact unavailable	—	25 msrecorded idle —material —	`2026-07-25T05-54-51Z-003`
2026-07-25 05:54:51Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-51Z-003`
2026-07-25 05:54:51Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-51Z-005`
2026-07-25 05:54:52Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	943 msrecorded idle —material —	`2026-07-25T05-54-51Z-005`
2026-07-25 05:54:52Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-51Z-005`
2026-07-25 05:54:52Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-52Z-006`
2026-07-25 05:54:52Z	tool_call—	`penetration_construct`	success—	—watchdog fact unavailable	—	182 msrecorded idle —material —	`2026-07-25T05-54-52Z-006`
2026-07-25 05:54:52Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-52Z-006`
2026-07-25 05:54:52Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-52Z-007`
2026-07-25 05:54:52Z	tool_call—	`penetration_export`	success—	—watchdog fact unavailable	—	0 msrecorded idle —material —	`2026-07-25T05-54-52Z-007`
2026-07-25 05:54:52Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-52Z-007`
2026-07-25 05:54:52Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-52Z-008`
2026-07-25 05:54:52Z	tool_call—	`penetration_finalize`	success—	—watchdog fact unavailable	—	0 msrecorded idle —material —	`2026-07-25T05-54-52Z-008`
2026-07-25 05:54:52Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-52Z-008`
2026-07-25 05:54:52Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-52Z-009`
2026-07-25 05:54:52Z	tool_call—	`nexrur_core_schema`	success—	—watchdog fact unavailable	—	38 msrecorded idle —material —	`2026-07-25T05-54-52Z-009`
2026-07-25 05:54:52Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-52Z-009`
2026-07-25 05:54:52Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-52Z-010`
2026-07-25 05:54:53Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	965 msrecorded idle —material —	`2026-07-25T05-54-52Z-010`
2026-07-25 05:54:53Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-52Z-010`
2026-07-25 05:54:53Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-53Z-011`
2026-07-25 05:54:53Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	18 msrecorded idle —material —	`2026-07-25T05-54-53Z-011`
2026-07-25 05:54:53Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-53Z-011`
2026-07-25 05:54:53Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-53Z-013`
2026-07-25 05:54:54Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	962 msrecorded idle —material —	`2026-07-25T05-54-53Z-013`
2026-07-25 05:54:54Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-53Z-013`
2026-07-25 05:54:54Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:54:55Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:25Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	1 min 30 srecorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:25Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:25Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:27Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	2 srecorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:29Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	1 srecorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:31Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	1 srecorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:33Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	2 srecorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:34Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	1 srecorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:36Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	1 srecorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:38Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	1 srecorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:40Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	2 srecorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:42Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	2 srecorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:44Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	2 srecorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:44Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:44Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:46Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	1 srecorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:48Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	1 srecorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:50Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	2 srecorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:51Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	1 srecorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:53Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	1 srecorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:54Z	tool_call—	`qcc_consult`	failed—	—watchdog fact unavailable	—	2 min 0 srecorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:54Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-54-54Z-014`
2026-07-25 05:56:54Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-56-54Z-015`
2026-07-25 05:56:55Z	tool_call—	`nexrur_mcp_call`	success—	—watchdog fact unavailable	—	1 srecorded idle —material —	`2026-07-25T05-56-54Z-015`
2026-07-25 05:56:55Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	972 msrecorded idle —material —	`2026-07-25T05-56-54Z-015`
2026-07-25 05:56:55Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-56-54Z-015`
2026-07-25 05:56:55Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-56-55Z-016`
2026-07-25 05:56:56Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	309 msrecorded idle —material —	`2026-07-25T05-56-55Z-016`
2026-07-25 05:56:56Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-25T05-56-55Z-016`

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3

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
qcc_consult
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。