Data Arrays Simulated 4 MCP tools

Data Array Engine

Normalize, order, and deduplicate governance arrays.

How you use it

Register ordered lists (slugs, scopes, envs) as governed arrays. Normalize before commit; never hand-sort differently per session.

Token savings

Stops flaky diffs from reorder-only noise and duplicate entries that confuse agents into re-processing the same item.

Consistency

Deduped, ordered, schema-valid arrays across tools and commits.

In action

Data Arrays

Load

Governed array config + live values.

Normalize

Drift

Enforce

Interactive demo

5 entries (unordered, dupes)

staging:docstest:unitstaging:docschore:hookstest:unit

[
  "staging:docs",
  "test:unit",
  "staging:docs",
  "chore:hooks",
  "test:unit"
]

Simulated behavior only — does not execute proprietary AGS engine code.

Diagram

Example usage

# MCP: array_plan_normalize
{ "arrayId": "engine-slugs" }

# MCP: array_enforce
{}