---
path: /studio/isis/artifact-detection
surface: studio
domain: isis
auth:
  signed-in + studio entitlement (segment not in `AAA_ONLY_STUDIO_ROUTES` —
  renders as-is)
source: apps/oshun/web/src/app/studio/isis/artifact-detection/page.tsx
status: walked
last_walked:
  '2026-05-29 automated runtime walk (Playwright headless) — render, /v1 data
  (2xx), console/page-errors, expected content, screenshot verified; live
  screen-reader, touch, offline, and telemetry-delivery checks pending a manual
  AT pass. Evidence: WALKTHROUGH/results/runtime-sweep-2026-05-29.md; body
  re-derived 2026-06-03 from current source (lane-console architecture)'
---

# Isis Artifact Detection

## Purpose

Admin lane console for 3D quality operations: it logs per-asset defect reports
against the 3d-quality-gates review queue and groups them by provider, model
version, and failure codes, surfacing a recurrent-failure cluster once
occurrences and distinct assets cross the escalation thresholds (a systematic
artifact, not one-off noise). All reads and writes flow through
`/v1/admin/isis/artifact-detection`; it is admin-scoped and fails closed.

## Entry points

- Sibling quick-action from `/studio/isis/automated-quality-scoring`
- Studio index (`/studio`)
- Direct URL / bookmark

## Layout regions

`page.tsx` mounts `<ShellLayout active="studio">` (no breadcrumb panel) and three
panels: the workspace, the Route Map, and sibling quick-actions.

- **Header**: shell header
- **Workspace panel** (`data-isis-artifact-detection-workspace`):
  - `<h1>` (`WorkspaceHeading`) "Isis Artifact Detection Workspace"
  - Summary paragraph (`data-artifact-summary`)
  - Recurrent-failure cluster list (`data-artifact-clusters`, threshold
    annotation from `response.thresholds`), each cluster
    `data-artifact-cluster=<fingerprint>` with `data-artifact-cluster-count`;
    empty state `data-artifact-clusters-empty`
  - Defect-report form (`data-artifact-form`)
  - Defect-report list (`data-artifact-reports`), each
    `data-artifact-report=<queueItemId>`
- **Route Map panel** (`data-isis-artifact-detection-route-map`): `<h2>Route
  Map</h2>` over `STUDIO_ISIS_ARTIFACT_DETECTION_ROUTE_MAP` (5 entries)
- **Sibling quick-actions panel**: `/studio/isis/automated-quality-scoring`,
  `/studio`

## States

- [ ] **Loading** — `outcome === null`; `data-artifact-loading` "Loading artifact
      detection…"
- [ ] **Unauthorized** — 401/403 admin-scope fail-closed;
      `data-artifact-unauthorized` ("Isis workspace scope required to view
      artifact detection.")
- [ ] **Error** — non-OK or malformed response; `data-artifact-error`
- [ ] **Ready (form)** — `response` present; cluster list + form + reports render
- [ ] **Result** — after a log POST, `data-artifact-result`
      (`data-artifact-status=ok|error`); duplicate queue-item id →
      "A defect with that queue-item id already exists."

## Interactions

### Defect-report form (`data-artifact-form`)

- [ ] **Queue-item id** (`data-artifact-queueid`, text input)
- [ ] **Asset id** (`data-artifact-assetid`, text input)
- [ ] **Failure code** (`data-artifact-failurecode`, `<select>` populated from
      `response.failureCodes`)
- [ ] **Provider** (`data-artifact-provider`, text input; defaults `tripo-comfy`)
- [ ] **Model version** (`data-artifact-modelversion`, text input; defaults
      `tripo-2.1`)
- [ ] **Log defect** (`data-artifact-log`) — disabled until all fields present;
      `POST /v1/admin/isis/artifact-detection`, then reloads the catalog

### Route Map

- [ ] **Route-map articles** ×5 (primary, `/scenes/[sceneId]`,
      `/exports/[exportId]`, `/revisions/[revisionId]`,
      `/governance/[policyId]`)

### Sibling quick-actions

- [ ] **Open Isis Automated Quality Scoring workspace** →
      `/studio/isis/automated-quality-scoring`
- [ ] **Back to Studio workspace index** → `/studio`

## Data & contracts

- **Reads**: `GET /v1/admin/isis/artifact-detection` (reports, clusters,
  thresholds, failureCodes, severities, benchmarkCategories)
- **Writes**: `POST /v1/admin/isis/artifact-detection` (log a defect report;
  returns `{ ok, clusters }`)
- **Realtime**: none
- **Caching**: client fetch on mount, `cache: 'no-store'`, `buildBffAuthHeaders()`
- **Auth/role check**: admin-scoped, fail-closed (401/403); route gated on
  signed-in + studio entitlement
- **Component sources**:
  - `apps/oshun/web/src/components/studio/StudioIsisArtifactDetectionWorkspace.tsx`
  - `apps/oshun/web/src/components/studio/StudioIsisArtifactDetectionRouteMap.ts`

## Cross-references

- Studio overview: [`../../studio-overview.md`](../../studio-overview.md)
- Sibling routes:
  - [`studio-isis-automated-quality-scoring.md`](./studio-isis-automated-quality-scoring.md)
  - [`studio-isis-anomaly-detection.md`](./studio-isis-anomaly-detection.md)
  - [`studio-isis-content-safety.md`](./studio-isis-content-safety.md)

## Open questions / known gaps

- [ ] No breadcrumb on this route — navigation is via sibling quick-actions
- [ ] Route-map sub-paths (`/scenes`, `/exports`, `/revisions`, `/governance`)
      are declared but not yet implemented as separate pages