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-2026-07-28T22-…36Z-e3b140

PIPELINE RUNpipe-2026-07-28T22-53-36Z-83e3

OBSERVED2026-10-18 17:37:15Z

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-0001completed2026-07-28 22:53:48Z

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-2026-07-28T22-53-3…paign.jsonCURRENT
.orchestrator/trace-2026-07-28T22-53-…point.jsonCURRENT
.toolloops/trace-2026-07-28T22-53-36Z…ents.jsonlCURRENT

aiskills健康

App-owned product projection refs

52current fact

docs/ai-skills/papers/交通事故/trace-2026…打车电子行程单.mdCURRENT
docs/ai-skills/papers/交通事故/trace-2026…2 审判员您好.mdCURRENT
docs/ai-skills/papers/交通事故/trace-2026…244_加强版.mdCURRENT
docs/ai-skills/papers/交通事故/trace-2026…书(护照样本).mdCURRENT
docs/ai-skills/papers/交通事故/trace-2026…(身份证样本).mdCURRENT
docs/ai-skills/papers/交通事故/trace-2026…诉讼费用通知书.mdCURRENT
docs/ai-skills/papers/交通事故/trace-2026…交通事故认定书.mdCURRENT
docs/ai-skills/papers/交通事故/trace-2026…诊的出租车票据.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	completedcompleted	`—`no_failure_to_pivot	skipped—	00 warnings	`2026-07-28T22-53-36Z-001`	2026-07-28 22:53:48Z
reportsreports	pending—	`—`—	——	90 warnings	`—`	—

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45 / 45

发生时间	事件	Tool	状态 / 阶段	进度	有界计数	观察时序	Step run
2026-07-28 22:53:36Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-36Z-002`
2026-07-28 22:53:37Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	684 msrecorded idle —material —	`2026-07-28T22-53-36Z-002`
2026-07-28 22:53:37Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-36Z-002`
2026-07-28 22:53:37Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-37Z-003`
2026-07-28 22:53:37Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-37Z-003`
2026-07-28 22:53:46Z	tool_call—	`nexrur_llm_generate`	success—	—watchdog fact unavailable	—	8 srecorded idle —material —	`2026-07-28T22-53-37Z-003`
2026-07-28 22:53:46Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-37Z-003`
2026-07-28 22:53:46Z	tool_call—	`papers_design`	success—	—watchdog fact unavailable	—	8 srecorded idle —material —	`2026-07-28T22-53-37Z-003`
2026-07-28 22:53:46Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-37Z-003`
2026-07-28 22:53:46Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-46Z-005`
2026-07-28 22:53:46Z	tool_call—	`nexrur_evidence_obligations`	success—	—watchdog fact unavailable	—	267 msrecorded idle —material —	`2026-07-28T22-53-46Z-005`
2026-07-28 22:53:46Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-46Z-005`
2026-07-28 22:53:46Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-46Z-006`
2026-07-28 22:53:46Z	tool_call—	`extract_design`	success—	—watchdog fact unavailable	—	8 msrecorded idle —material —	`2026-07-28T22-53-46Z-006`
2026-07-28 22:53:46Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-46Z-006`
2026-07-28 22:53:46Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-46Z-007`
2026-07-28 22:53:46Z	tool_call—	`extract_execute`	success—	—watchdog fact unavailable	—	3 msrecorded idle —material —	`2026-07-28T22-53-46Z-007`
2026-07-28 22:53:46Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-46Z-007`
2026-07-28 22:53:46Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-46Z-008`
2026-07-28 22:53:46Z	tool_call—	`extract_repair`	success—	—watchdog fact unavailable	—	3 msrecorded idle —material —	`2026-07-28T22-53-46Z-008`
2026-07-28 22:53:46Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-46Z-008`
2026-07-28 22:53:46Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-46Z-009`
2026-07-28 22:53:46Z	tool_call—	`extract_writer`	success—	—watchdog fact unavailable	—	67 msrecorded idle —material —	`2026-07-28T22-53-46Z-009`
2026-07-28 22:53:46Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-46Z-009`
2026-07-28 22:53:46Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-46Z-010`
2026-07-28 22:53:46Z	tool_call—	`nexrur_core_schema`	success—	—watchdog fact unavailable	—	34 msrecorded idle —material —	`2026-07-28T22-53-46Z-010`
2026-07-28 22:53:46Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-46Z-010`
2026-07-28 22:53:46Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-46Z-011`
2026-07-28 22:53:46Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	331 msrecorded idle —material —	`2026-07-28T22-53-46Z-011`
2026-07-28 22:53:46Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-46Z-011`
2026-07-28 22:53:46Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-46Z-012`
2026-07-28 22:53:46Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	18 msrecorded idle —material —	`2026-07-28T22-53-46Z-012`
2026-07-28 22:53:46Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-46Z-012`
2026-07-28 22:53:46Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-46Z-013`
2026-07-28 22:53:47Z	tool_call—	`papers_materialize`	success—	—watchdog fact unavailable	—	672 msrecorded idle —material —	`2026-07-28T22-53-46Z-013`
2026-07-28 22:53:47Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-46Z-013`
2026-07-28 22:53:47Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-47Z-014`
2026-07-28 22:53:47Z	tool_call—	`nexrur_core_schema`	success—	—watchdog fact unavailable	—	44 msrecorded idle —material —	`2026-07-28T22-53-47Z-014`
2026-07-28 22:53:47Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-47Z-014`
2026-07-28 22:53:47Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-47Z-015`
2026-07-28 22:53:48Z	tool_call—	`nexrur_step6_evidence_obligations`	success—	—watchdog fact unavailable	—	532 msrecorded idle —material —	`2026-07-28T22-53-47Z-015`
2026-07-28 22:53:48Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-47Z-015`
2026-07-28 22:53:48Z	batch_start—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-48Z-016`
2026-07-28 22:53:48Z	tool_call—	`nexrur_fail2pivot`	success—	—watchdog fact unavailable	—	19 msrecorded idle —material —	`2026-07-28T22-53-48Z-016`
2026-07-28 22:53:48Z	batch_end—	`—`	——	—watchdog fact unavailable	—	—recorded idle —material —	`2026-07-28T22-53-48Z-016`

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。