improved a lot of things

packages/ai-layer/src/features/agent-qa.ts

@@ -36,7 +36,6 @@ export async function answerAgentQuestion(
       },
     ],
     maxTokens: 1024,
-    temperature: 0.7,
   });
 
   let parsed: unknown;

packages/ai-layer/src/features/artboard-query.ts

@@ -34,7 +34,6 @@ export async function queryCrossArtboard(
       },
     ],
     maxTokens: 1024,
-    temperature: 0.3,
   });
 
   // Returning empty results on parse failure is indistinguishable from "no match".
@@ -49,5 +48,19 @@ export async function queryCrossArtboard(
     );
   }
 
+  // Runtime guard: ensure the parsed value has the expected shape before casting.
+  // Without this, a malformed AI response (e.g. { results: null }) would let
+  // callers hit a TypeError on `.results.map()` instead of a clear error message.
+  if (
+    typeof parsed !== 'object' ||
+    parsed === null ||
+    !Array.isArray((parsed as Record<string, unknown>)['results'])
+  ) {
+    throw new Error(
+      `Artboard query response missing "results" array. ` +
+      `Raw response (first 300 chars): ${response.text.slice(0, 300)}`
+    );
+  }
+
   return parsed as ArtboardQueryOutput;
 }

packages/ai-layer/src/features/completion-zone.ts

@@ -57,7 +57,6 @@ export async function fillCompletionZone(
       system,
       messages: [{ role: 'user', content: userContent }],
       maxTokens: 4096,
-      temperature: 0.3,
     });
 
     try {

packages/ai-layer/src/features/diff-summary.ts

@@ -27,7 +27,6 @@ export async function generateDiffSummary(
       },
     ],
     maxTokens: 128,
-    temperature: 0.3,
   });
 
   return { summary: response.text.trim() };

packages/ai-layer/src/features/drift-report.ts

@@ -2,10 +2,12 @@ import type { AIGateway } from '../gateway.js';
 import { buildSystemPrompt } from '../prompts/system.js';
 
 export interface DriftReportInput {
-  /** Screenshot of the live app as base64 data URL */
-  screenshotBase64: string;
-  /** Active Design Language File as JSON string */
-  dlfJson: string;
+  /** Screenshot of the live app as base64 data URL (optional — text-only analysis if absent) */
+  screenshotBase64?: string;
+  /** Active Design Language File as JSON string (optional — generic advice if absent) */
+  dlfJson?: string;
+  /** Human-readable artboard metadata to give the model context (name, size, origin, etc.) */
+  artboardContext?: string;
 }
 
 export interface DriftViolation {
@@ -29,32 +31,39 @@ export async function generateDriftReport(
 ): Promise<DriftReportOutput> {
   const system = buildSystemPrompt({
     role: 'a design system compliance auditor',
-    dlfJson: input.dlfJson,
+    ...(input.dlfJson !== undefined ? { dlfJson: input.dlfJson } : {}),
+  });
+
+  type ContentBlock =
+    | { type: 'image'; source: { type: 'base64'; media_type: 'image/png'; data: string } }
+    | { type: 'text'; text: string };
+
+  const userContent: ContentBlock[] = [];
+
+  if (input.screenshotBase64) {
+    userContent.push({
+      type: 'image',
+      source: {
+        type: 'base64',
+        media_type: 'image/png',
+        data: input.screenshotBase64.replace(/^data:image\/\w+;base64,/, ''),
+      },
+    });
+  }
+
+  const analysisInstructions = input.screenshotBase64
+    ? 'Compare this screenshot against the design language file provided in your system context.'
+    : `Analyse the following artboard for design system drift:\n\n${input.artboardContext ?? '(no artboard context provided)'}`;
+
+  userContent.push({
+    type: 'text',
+    text: `${analysisInstructions} Identify all design system drift violations.\n\nReturn a JSON object:\n{\n  "violations": [{"component":"...", "property":"...", "currentValue":"...", "expectedValue":"...", "severity":"critical|warning", "description":"..."}],\n  "summary": "...",\n  "violationCount": N\n}\n\nRespond ONLY with valid JSON.`,
   });
 
   const response = await gateway.complete({
     system,
-    messages: [
-      {
-        role: 'user',
-        content: [
-          {
-            type: 'image',
-            source: {
-              type: 'base64',
-              media_type: 'image/png',
-              data: input.screenshotBase64.replace(/^data:image\/\w+;base64,/, ''),
-            },
-          },
-          {
-            type: 'text',
-            text: 'Compare this screenshot against the design language file provided in your system context. Identify all design system drift violations.\n\nReturn a JSON object:\n{\n  "violations": [{"component":"...", "property":"...", "currentValue":"...", "expectedValue":"...", "severity":"critical|warning", "description":"..."}],\n  "summary": "...",\n  "violationCount": N\n}\n\nRespond ONLY with valid JSON.',
-          },
-        ],
-      },
-    ],
+    messages: [{ role: 'user', content: userContent }],
     maxTokens: 4096,
-    temperature: 0.3,
   });
 
   // Returning empty violations on parse failure would be a false-negative in a

packages/ai-layer/src/gateway.ts

@@ -73,10 +73,8 @@ export interface GatewayRequest {
   messages: Anthropic.Messages.MessageParam[];
   system?: Anthropic.Messages.TextBlockParam[];
   maxTokens?: number;
-  // NOTE: adaptive thinking (`thinking: { type: 'adaptive' }`) requires SDK >=0.58.
-  // Upgrade @anthropic-ai/sdk and uncomment when available.
-  /** Temperature: 0.3 for deterministic, 0.7 for generative */
-  temperature?: number;
+  // NOTE: temperature is intentionally omitted — Opus 4.7 with adaptive thinking
+  // rejects temperature, top_p, and top_k with a 400 error.
 }
 
 export interface GatewayResponse {
@@ -106,7 +104,7 @@ export class AIGateway {
         const response = await this.client.messages.create({
           model: MODEL,
           max_tokens: req.maxTokens ?? 4096,
-          ...(req.temperature !== undefined ? { temperature: req.temperature } : {}),
+          thinking: { type: 'adaptive' },
           ...(req.system !== undefined ? { system: req.system } : {}),
           messages: req.messages,
         });