Register with State Hub and align workplan IDs to FLUID-WP prefix

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_014KmVxhJ35tCo7rE7UnLwWu

Assistant: claude-code
Assistant-Model: opus
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Assistant-Session: 8ba9bb93-a72a-4883-b189-2499cce5c400

workplans/FLUID-WP-0005-fluid-insight.md

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+---
+id: FLUID-WP-0005
+type: workplan
+title: "FLUID Insight - observation plane (Blueprint Phase B)"
+domain: infotech
+repo: fluid-core
+status: active
+owner: worsch
+topic_slug: fluid-core
+created: "2026-09-04"
+updated: "2026-09-04"
+planning_priority: high
+planning_order: 4
+depends_on:
+  - FLUID-WP-0004
+---
+
+# FLUID-WP-0005 - FLUID Insight
+
+Turn traffic into evidence. Deterministic heuristics only at this stage — no
+model inference anywhere in this workplan.
+
+## T01 - Telemetry ingest and normalizer
+
+```task
+id: FLUID-WP-0005-T01
+status: todo
+priority: high
+```
+
+Request, error, sequence, adoption and explicit-feedback events into one
+normalized interaction event (Blueprint §6.1).
+
+## T02 - Redaction and privacy filter
+
+```task
+id: FLUID-WP-0005-T02
+status: todo
+priority: high
+```
+
+Field exclusion, pseudonymization, tenant isolation, retention, cohort minimum
+sizes (§6.2). Raw payload capture is off by default and must stay that way —
+FLUID learns about the interface, not about people.
+
+## T03 - Cohort engine
+
+```task
+id: FLUID-WP-0005-T03
+status: todo
+priority: medium
+```
+
+Coarse, stable, comparable over time (§6.3). Resist granularity: cohorts should
+not be more specific than the analysis requires.
+
+## T04 - Interaction topology analyzer
+
+```task
+id: FLUID-WP-0005-T04
+status: todo
+priority: high
+```
+
+Recurring call-sequence detection (§6.4) — the signal that makes FLUID more than
+error counting.
+
+## T05 - Pressure classifier
+
+```task
+id: FLUID-WP-0005-T05
+status: todo
+priority: high
+```
+
+The ten pressure classes from §6.5. Classification retains evidence references
+in every case.
+
+## T06 - Pressure registry
+
+```task
+id: FLUID-WP-0005-T06
+status: todo
+priority: high
+```
+
+Deduplication, aggregation, frequency, severity, confidence, and the §9
+lifecycle. Pressure may remain unresolved on purpose — not every mismatch
+deserves adaptation.
+
+## T07 - Fitness engine
+
+```task
+id: FLUID-WP-0005-T07
+status: todo
+priority: high
+```
+
+Blueprint §18: primary metrics, guardrails, secondary and learning metrics kept
+distinct. Baseline and measurement window are retained, never recomputed.
+
+## T08 - Explicit feedback collector
+
+```task
+id: FLUID-WP-0005-T08
+status: todo
+priority: medium
+```
+
+API Standards §15. Accepted over the wire, stored as evidence, and never
+treated as authority to change anything.
+
+## T09 - CLI and pressure API
+
+```task
+id: FLUID-WP-0005-T09
+status: todo
+priority: medium
+```
+
+Blueprint §44.2 plus `fluid pressure list|show|dismiss`, `fluid cohort list`,
+`fluid fitness compare`.