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交通事故

CAMPAIGNcampaign-2026-07-29T01-…21Z-c1fa53

PIPELINE RUNpipe-2026-07-29T01-05-21Z-697a

OBSERVED2026-08-19 13:53:00Z

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-0001completed2026-07-29 01:07:02Z

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-2026-07-29T01-05-2…paign.jsonCURRENT
.orchestrator/trace-2026-07-29T01-05-…point.jsonCURRENT
.toolloops/trace-2026-07-29T01-05-21Z…ents.jsonlCURRENT

aiskills健康

App-owned product projection refs

73current fact

docs/ai-skills/reports/交通事故/trace-202…00_交付目录.mdCURRENT
docs/ai-skills/reports/交通事故/trace-202…01_抗辩总纲.mdCURRENT
docs/ai-skills/reports/交通事故/trace-202…_主体责任划分.mdCURRENT
docs/ai-skills/reports/交通事故/trace-202…03_汇总报告.mdCURRENT
docs/ai-skills/reports/交通事故/trace-202…与侵权责任基础.mdCURRENT
docs/ai-skills/reports/交通事故/trace-202…保主体责任认定.mdCURRENT
docs/ai-skills/reports/交通事故/trace-202…_损失量化分析.mdCURRENT
docs/ai-skills/reports/交通事故/trace-202…果关系初步分析.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	`2026-07-29T01-05-21Z-001`	2026-07-29 01:07:02Z

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81 / 81

发生时间	事件	Tool	状态 / 阶段	进度	有界计数	观察时序	Step run
2026-07-29 01:05:21Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-21Z-002`
2026-07-29 01:05:22Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	734 msrecorded idle —material —	`2026-07-29T01-05-21Z-002`
2026-07-29 01:05:22Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-21Z-002`
2026-07-29 01:05:22Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-22Z-003`
2026-07-29 01:05:22Z	tool_call—	`reports_design`	success—	—watchdog fact unavailable	—	27 msrecorded idle —material —	`2026-07-29T01-05-22Z-003`
2026-07-29 01:05:22Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-22Z-003`
2026-07-29 01:05:22Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-22Z-005`
2026-07-29 01:05:23Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	408 msrecorded idle —material —	`2026-07-29T01-05-22Z-005`
2026-07-29 01:05:23Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-22Z-005`
2026-07-29 01:05:23Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-23Z-006`
2026-07-29 01:05:23Z	tool_call—	`penetration_construct`	success—	—watchdog fact unavailable	—	142 msrecorded idle —material —	`2026-07-29T01-05-23Z-006`
2026-07-29 01:05:23Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-23Z-006`
2026-07-29 01:05:23Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-23Z-007`
2026-07-29 01:05:23Z	tool_call—	`penetration_export`	success—	—watchdog fact unavailable	—	0 msrecorded idle —material —	`2026-07-29T01-05-23Z-007`
2026-07-29 01:05:23Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-23Z-007`
2026-07-29 01:05:23Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-23Z-008`
2026-07-29 01:05:23Z	tool_call—	`penetration_finalize`	success—	—watchdog fact unavailable	—	0 msrecorded idle —material —	`2026-07-29T01-05-23Z-008`
2026-07-29 01:05:23Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-23Z-008`
2026-07-29 01:05:23Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-23Z-009`
2026-07-29 01:05:23Z	tool_call—	`nexrur_core_schema`	success—	—watchdog fact unavailable	—	38 msrecorded idle —material —	`2026-07-29T01-05-23Z-009`
2026-07-29 01:05:23Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-23Z-009`
2026-07-29 01:05:23Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-23Z-010`
2026-07-29 01:05:23Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	671 msrecorded idle —material —	`2026-07-29T01-05-23Z-010`
2026-07-29 01:05:23Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-23Z-010`
2026-07-29 01:05:23Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-23Z-011`
2026-07-29 01:05:23Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	17 msrecorded idle —material —	`2026-07-29T01-05-23Z-011`
2026-07-29 01:05:23Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-23Z-011`
2026-07-29 01:05:23Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-23Z-013`
2026-07-29 01:05:24Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	405 msrecorded idle —material —	`2026-07-29T01-05-23Z-013`
2026-07-29 01:05:24Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-23Z-013`
2026-07-29 01:05:24Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-014`
2026-07-29 01:05:24Z	tool_call—	`qcc_consult`	success—	—watchdog fact unavailable	—	0 msrecorded idle —material —	`2026-07-29T01-05-24Z-014`
2026-07-29 01:05:24Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-014`
2026-07-29 01:05:24Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-015`
2026-07-29 01:05:24Z	tool_call—	`qcc_evaluate`	success—	—watchdog fact unavailable	—	0 msrecorded idle —material —	`2026-07-29T01-05-24Z-015`
2026-07-29 01:05:24Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-015`
2026-07-29 01:05:24Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-016`
2026-07-29 01:05:24Z	tool_call—	`qcc_finalize`	success—	—watchdog fact unavailable	—	0 msrecorded idle —material —	`2026-07-29T01-05-24Z-016`
2026-07-29 01:05:24Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-016`
2026-07-29 01:05:24Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-017`
2026-07-29 01:05:24Z	tool_call—	`nexrur_core_schema`	success—	—watchdog fact unavailable	—	41 msrecorded idle —material —	`2026-07-29T01-05-24Z-017`
2026-07-29 01:05:24Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-017`
2026-07-29 01:05:24Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-018`
2026-07-29 01:05:24Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	416 msrecorded idle —material —	`2026-07-29T01-05-24Z-018`
2026-07-29 01:05:24Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-018`
2026-07-29 01:05:24Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-019`
2026-07-29 01:05:24Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	18 msrecorded idle —material —	`2026-07-29T01-05-24Z-019`
2026-07-29 01:05:24Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-019`
2026-07-29 01:05:24Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-020`
2026-07-29 01:05:25Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-020`
2026-07-29 01:05:25Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-020`
2026-07-29 01:05:25Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-020`
2026-07-29 01:05:25Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-020`
2026-07-29 01:05:25Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-020`
2026-07-29 01:05:54Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	29 srecorded idle —material —	`2026-07-29T01-05-24Z-020`
2026-07-29 01:05:54Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-020`
2026-07-29 01:06:02Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	37 srecorded idle —material —	`2026-07-29T01-05-24Z-020`
2026-07-29 01:06:02Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-020`
2026-07-29 01:06:11Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	46 srecorded idle —material —	`2026-07-29T01-05-24Z-020`
2026-07-29 01:06:11Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-020`
2026-07-29 01:06:12Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	47 srecorded idle —material —	`2026-07-29T01-05-24Z-020`
2026-07-29 01:06:12Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-020`
2026-07-29 01:06:21Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	56 srecorded idle —material —	`2026-07-29T01-05-24Z-020`
2026-07-29 01:06:21Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-020`
2026-07-29 01:06:21Z	tool_call—	`reports_drafting`	success—	—watchdog fact unavailable	—	56 srecorded idle —material —	`2026-07-29T01-05-24Z-020`
2026-07-29 01:06:21Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-05-24Z-020`
2026-07-29 01:06:21Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-06-21Z-021`
2026-07-29 01:06:21Z	tool_call—	`reports_finalize`	success—	—watchdog fact unavailable	—	212 msrecorded idle —material —	`2026-07-29T01-06-21Z-021`
2026-07-29 01:06:21Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-06-21Z-021`
2026-07-29 01:06:21Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-06-21Z-022`
2026-07-29 01:07:01Z	tool_call—	`reports_review`	success—	—watchdog fact unavailable	—	39 srecorded idle —material —	`2026-07-29T01-06-21Z-022`
2026-07-29 01:07:01Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-06-21Z-022`
2026-07-29 01:07:01Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-07-01Z-023`
2026-07-29 01:07:01Z	tool_call—	`nexrur_core_schema`	success—	—watchdog fact unavailable	—	50 msrecorded idle —material —	`2026-07-29T01-07-01Z-023`
2026-07-29 01:07:01Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-07-01Z-023`
2026-07-29 01:07:01Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-07-01Z-024`
2026-07-29 01:07:02Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	538 msrecorded idle —material —	`2026-07-29T01-07-01Z-024`
2026-07-29 01:07:02Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-07-01Z-024`
2026-07-29 01:07:02Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-07-02Z-025`
2026-07-29 01:07:02Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	19 msrecorded idle —material —	`2026-07-29T01-07-02Z-025`
2026-07-29 01:07:02Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-29T01-07-02Z-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。