Optional AI summaries

The rule

Gittensory is deterministic. When AI summaries are enabled, they sit on top of the structured response — they never replace it, never add facts that aren't in the response, and never change ranked actions, blockers, or scoreability numbers.

Where they appear

• In the /app/playground tool runs, behind an opt-in toggle, above the JSON.
• Optionally inside the MCP CLI with --summary, printed above the structured output.
• Never in public GitHub comments. Never in maintainer packets without explicit maintainer opt-in.

What is sent to the model

{
  "tool":   "plan-next-work",
  "response": { /* deterministic JSON shown to user */ },
  "context": {
    "boundary": "private-mcp",
    "ruleset_snapshot": "rs_2026_05_29_a1f3"
  }
}

Only the response Gittensory already showed you, plus the boundary and ruleset snapshot, are sent. No source code, no PAT, no GitHub identity, no per-user history.

Model choice

You pick the provider per-session: GPT, Claude, or a local model. Defaults to off. The selection lives in your browser only and is cleared on sign-out.