Add VLM-judge creative critique tools

Close the generate → look → critique → revise loop with five agent tools
built entirely on existing vision-capable chat providers — no dedicated
scorer models:

- critique_image: directional defect list (what/where/fix) against the
  brief with a pass/revise verdict; forbids "add more detail" advice.
- compare_images: pairwise knockout tournament; every match judged twice
  with presentation order swapped to cancel position bias, plus a
  tiebreak call on disagreement.
- score_image_adherence: decomposes the brief into binary yes/no checks
  and answers each with the VLM — an explainable adherence score.
- record_style_preference / get_style_profile: persist aesthetic
  preferences via LongTermMemory and return them as a taste-profile
  block for generation prompts and judge rubrics.

Judging tools take provider+model params (pair with find_model) and run
through runProviderPrediction's generate_message capability at
temperature 0, so asset:// image sources resolve like everywhere else.
All five register as built-ins.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01SGdnz8JAsc4p3SyUUY3sAc

Author: claude

packages/agents/src/index.ts

@@ -209,6 +209,14 @@ export {
   EmbedTextTool
 } from "./tools/media-tools.js";
 export { ImageGenerationTool } from "./tools/image-generation-tool.js";
+export {
+  CritiqueImageTool,
+  CompareImagesTool,
+  ScoreImageAdherenceTool,
+  RecordStylePreferenceTool,
+  GetStyleProfileTool,
+  CREATIVE_CRITIQUE_TOOL_NAMES
+} from "./tools/creative-critique-tools.js";
 export {
   persistOutput,
   workspaceDir as workspaceDirFromContext,

packages/agents/src/tools/builtin-tools.ts

@@ -77,6 +77,13 @@ import {
 } from "./edit-search-tools.js";
 import { TodoWriteTool } from "./todo-tools.js";
 import { ViewImageTool, ListImagesTool } from "./view-image-tool.js";
+import {
+  CritiqueImageTool,
+  CompareImagesTool,
+  ScoreImageAdherenceTool,
+  RecordStylePreferenceTool,
+  GetStyleProfileTool
+} from "./creative-critique-tools.js";
 
 export const BUILTIN_TOOL_CLASSES: ReadonlyArray<new () => Tool> = [
   // Filesystem (workspace-relative)
@@ -104,6 +111,13 @@ export const BUILTIN_TOOL_CLASSES: ReadonlyArray<new () => Tool> = [
   DataForSEONewsTool,
   DataForSEOImagesTool,
 
+  // Creative critique (VLM judging + taste memory)
+  CritiqueImageTool,
+  CompareImagesTool,
+  ScoreImageAdherenceTool,
+  RecordStylePreferenceTool,
+  GetStyleProfileTool,
+
   // Generation
   ImageGenerationTool,
   GoogleImageGenerationTool,