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repo.work.assign_missing_identifiers

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source: repo-manager
reason: deterministic projection registration

Assistant: claude-code
Assistant-Model: opus
Assistant-Process: 1116572@bnt-lap001
Assistant-Session: 8ba9bb93-a72a-4883-b189-2499cce5c400
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repo-manager 2026-09-04 01:52:06 +02:00
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10
workplans/FLUID-WP-0005-fluid-insight.md
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@ -13,6 +13,7 @@ planning_priority: high
planning_order: 4
depends_on:
- FLUID-WP-0004
state_hub_workstream_id: "06661687-9a1b-5f11-b900-7b086c9c2975"
---
# FLUID-WP-0005 - FLUID Insight
@ -26,6 +27,7 @@ model inference anywhere in this workplan.
id: FLUID-WP-0005-T01
status: todo
priority: high
state_hub_task_id: "0c074022-031b-5049-832f-1fa8b1ff8b4f"
```
Request, error, sequence, adoption and explicit-feedback events into one
@ -37,6 +39,7 @@ normalized interaction event (Blueprint §6.1).
id: FLUID-WP-0005-T02
status: todo
priority: high
state_hub_task_id: "13086f4a-217c-5999-a039-90f5d84fb53b"
```
Field exclusion, pseudonymization, tenant isolation, retention, cohort minimum
@ -49,6 +52,7 @@ FLUID learns about the interface, not about people.
id: FLUID-WP-0005-T03
status: todo
priority: medium
state_hub_task_id: "815765d4-8d20-5c6f-87ac-e085778cd58c"
```
Coarse, stable, comparable over time (§6.3). Resist granularity: cohorts should
@ -60,6 +64,7 @@ not be more specific than the analysis requires.
id: FLUID-WP-0005-T04
status: todo
priority: high
state_hub_task_id: "27726efa-e054-56c2-a6b8-3cce8f2e85e7"
```
Recurring call-sequence detection (§6.4) — the signal that makes FLUID more than
@ -71,6 +76,7 @@ error counting.
id: FLUID-WP-0005-T05
status: todo
priority: high
state_hub_task_id: "d2e4f2df-809f-5817-9b74-e1533f8f71d9"
```
The ten pressure classes from §6.5. Classification retains evidence references
@ -82,6 +88,7 @@ in every case.
id: FLUID-WP-0005-T06
status: todo
priority: high
state_hub_task_id: "50bd30a6-ae29-5e2b-9618-a3efe6a362b3"
```
Deduplication, aggregation, frequency, severity, confidence, and the §9
@ -94,6 +101,7 @@ deserves adaptation.
id: FLUID-WP-0005-T07
status: todo
priority: high
state_hub_task_id: "ebecef59-2ff8-59c0-8cff-cde53030d0c8"
```
Blueprint §18: primary metrics, guardrails, secondary and learning metrics kept
@ -105,6 +113,7 @@ distinct. Baseline and measurement window are retained, never recomputed.
id: FLUID-WP-0005-T08
status: todo
priority: medium
state_hub_task_id: "48f6bbce-2ae8-5b72-8fdc-e962c6ea1f54"
```
API Standards §15. Accepted over the wire, stored as evidence, and never
@ -116,6 +125,7 @@ treated as authority to change anything.
id: FLUID-WP-0005-T09
status: todo
priority: medium
state_hub_task_id: "ba413808-346b-5026-bfce-aec0eae0c410"
```
Blueprint §44.2 plus `fluid pressure list|show|dismiss`, `fluid cohort list`,