# Model and Workflow Disagree on Next Step

## Ontology Metadata

Code: ISS-0038
Version: ISS-0038@0.1.0
Ontology release: 0.1.0
Updated: 2026-05-10T00:00:00Z
Canonical URL: /workbench/issues/model-and-workflow-disagree-on-next-step/

## Summary

The AI model recommends or selects a next step that conflicts with the workflow state, required handoff, routing rule, or process sequence.

## Category

- CAT-0070 — Workflow & Handoffs
  - URL: /workbench/categories/workflow-and-handoffs/
  - Summary: Problems where review steps, handoffs, task progress, workflow ownership, downstream steps, or process coordination break, loop, disagree, or lose resolution.

## Primary Pattern

- PAT-0240 — Authority-State Mismatch
  - URL: /workbench/patterns/authority-state-mismatch/
  - Summary: A structural condition where observed system state no longer aligns with the declared authority state that is supposed to govern it.

## Declared Patterns

- PAT-0240 — Authority-State Mismatch
  - URL: /workbench/patterns/authority-state-mismatch/
  - Summary: A structural condition where observed system state no longer aligns with the declared authority state that is supposed to govern it.
- PAT-0150 — Interface Mismatch
  - URL: /workbench/patterns/interface-mismatch/
  - Summary: A structural condition where observed interface behavior, shape, or exchange differs from the declared interface contract.
- PAT-0180 — Compatibility Violation
  - URL: /workbench/patterns/compatibility-violation/
  - Summary: A structural condition where a graph, object, behavior, or runtime state exceeds a declared compatibility envelope without an authorized exception.

## Derived Primary Lenses

- LEN-0130 — Compatibility Envelope Lens
  - URL: /workbench/lenses/compatibility-envelope-lens/
  - Summary: Determines whether structure fits within declared runtime, platform, version, or support constraints.
- LEN-0200 — Interface Contract Lens
  - URL: /workbench/lenses/interface-contract-lens/
  - Summary: Compares declared interface structure to observed runtime structure to detect contract deviations.
- LEN-0270 — Reconciliation Lens
  - URL: /workbench/lenses/reconciliation-lens/
  - Summary: Evaluates whether structural changes align with declared authority updates, version changes, or reconciliation rules.

## Derived Secondary Lenses

- LEN-0120 — Boundary Compliance Lens
  - URL: /workbench/lenses/boundary-compliance-lens/
  - Summary: Evaluates observed structure against declared boundary posture, including allow, block, and exception rules.
- LEN-0170 — Convergence Lens
  - URL: /workbench/lenses/convergence-lens/
  - Summary: Compares parallel structural systems to determine whether they align under shared authority.
- LEN-0230 — Normalization Lens
  - URL: /workbench/lenses/normalization-lens/
  - Summary: Transforms structurally equivalent variants into a canonical form to prevent false divergence.
- LEN-0280 — Reference Stability Lens
  - URL: /workbench/lenses/reference-stability-lens/
  - Summary: Evaluates whether structural references, identifiers, nodes, and edges remain consistent across execution cycles or comparable states.

## Search Intents

- model and workflow disagree on next step
- AI chose wrong workflow step
- model says one thing workflow says another
- AI next step conflicts with process
- workflow state disagrees with AI recommendation
- AI routing conflicts with workflow