FN-6237: apply frontend UX criteria as workflow policy

Move frontend UX criteria out of triage self-instructions and into deterministic workflow policy.

- Add a shared frontend UX policy helper that matches frontend file scopes and injects the byte-equivalent checklist idempotently.
- Apply the policy during triage finalization and persist the updated PROMPT.md when applicable.
- Replace the legacy prompt-based injection instructions with a pointer to the deterministic policy.
- Cover path matching, insertion behavior, and checklist parity with focused core tests.
- Add a minor changeset for the published Fusion package.

Files changed:
 .changeset/fn-6237-frontend-ux-policy.md           |   5 +
 .../core/src/__tests__/frontend-ux-policy.test.ts  | 119 +++++++++++++++++
 packages/core/src/agent-prompts.ts                 |  29 +---
 packages/core/src/frontend-ux-policy.ts            | 148 +++++++++++++++++++++
 packages/core/src/index.ts                         |   1 +
 packages/engine/src/triage.ts                      |  19 ++-
 6 files changed, 291 insertions(+), 30 deletions(-)

Fusion-Task-Id: FN-6237

Fusion-Task-Lineage: 7ac95064-9ec6-4760-8609-20c35075aca1

.changeset/fn-6237-frontend-ux-policy.md

@@ -0,0 +1,5 @@
+---
+"@runfusion/fusion": minor
+---
+
+Move Frontend UX criteria injection from AI self-instructions into deterministic engine-applied workflow policy, preserving the byte-equivalent checklist and idempotent insertion behavior.

packages/core/src/__tests__/frontend-ux-policy.test.ts

@@ -0,0 +1,119 @@
+import { describe, expect, it } from "vitest";
+import {
+  FRONTEND_UX_CRITERIA_SECTION,
+  applyFrontendUxCriteria,
+  matchesFrontendUxPath,
+} from "../frontend-ux-policy.js";
+import { WORKFLOW_STEP_TEMPLATES } from "../types.js";
+
+const EXACT_FRONTEND_UX_CRITERIA = `## Frontend UX Criteria
+
+- [ ] **Design tokens only** — no hardcoded \`px\` values except \`0\`, no hardcoded hex/rgb colors; use CSS custom properties (\`--color-*\`, \`--spacing-*\`, etc.)
+- [ ] **Icon sizing** — match the surrounding component's icon size convention (default lucide size unless the local pattern already uses an explicit \`size={N}\`)
+- [ ] **Semantic color tokens for status** — use \`--color-error\` for stderr/error states, \`--color-warning\` for starting/pending states; never hardcode status colors
+- [ ] **Component reuse** — reach for existing classes (\`.btn\`, \`.btn-icon\`, \`.card\`, \`.input\`) before writing one-off styles
+- [ ] **Responsive scaffolding** — add \`@media (max-width: 768px)\` overrides for any new layout; verify mobile usability
+- [ ] **Single canonical nav destination** — each route must appear in exactly one of: Header primary nav, Header overflow menu, or MobileNavBar More; no duplicates across all three
+- [ ] **Status-indicator dot convention** — use the existing \`.status-dot\` pattern (size, border, animation) rather than custom dot styling
+- [ ] **Visual hierarchy preserved** — new elements must not disrupt heading levels, content flow, or information architecture established in the surrounding page
+`;
+
+function promptWithFileScope(paths: string[]): string {
+  return `# Task: FN-0000 - Example
+
+## Mission
+
+Implement the requested change without disturbing surrounding behavior.
+
+## File Scope
+
+${paths.map((path) => `- \`${path}\``).join("\n")}
+
+## Acceptance Criteria
+
+- Works as expected
+`;
+}
+
+function extractInsertedCriteria(prompt: string): string {
+  const start = prompt.indexOf("## Frontend UX Criteria");
+  expect(start).toBeGreaterThanOrEqual(0);
+  const rest = prompt.slice(start);
+  expect(rest.slice(FRONTEND_UX_CRITERIA_SECTION.length)).toMatch(/^\n## File Scope/);
+  return rest.slice(0, FRONTEND_UX_CRITERIA_SECTION.length);
+}
+
+describe("frontend UX policy", () => {
+  it("preserves the byte-exact criteria section fixture", () => {
+    expect(FRONTEND_UX_CRITERIA_SECTION).toBe(EXACT_FRONTEND_UX_CRITERIA);
+    expect(FRONTEND_UX_CRITERIA_SECTION.endsWith("\n")).toBe(true);
+    expect(FRONTEND_UX_CRITERIA_SECTION.endsWith("\n\n")).toBe(false);
+  });
+
+  it.each([
+    ["dashboard package", "packages/dashboard/src/server.ts"],
+    ["app components", "packages/plugin/app/components/Button.tsx"],
+    ["app hooks", "packages/plugin/app/hooks/useThing.ts"],
+    ["app css", "packages/plugin/app/layout.css"],
+    ["app tsx", "packages/plugin/app/routes.tsx"],
+  ])("injects exactly once after Mission for %s scope", (_label, path) => {
+    const original = promptWithFileScope([path]);
+    const injected = applyFrontendUxCriteria(original);
+
+    expect(injected).toContain(FRONTEND_UX_CRITERIA_SECTION);
+    expect(extractInsertedCriteria(injected)).toBe(FRONTEND_UX_CRITERIA_SECTION);
+    expect(injected.match(/## Frontend UX Criteria/g)).toHaveLength(1);
+    expect(injected).toMatch(/## Mission\n\nImplement the requested change without disturbing surrounding behavior\.\n\n## Frontend UX Criteria\n\n- \[ \] \*\*Design tokens only\*\*/);
+    expect(applyFrontendUxCriteria(injected)).toBe(injected);
+  });
+
+  it.each([
+    ["backend", "packages/engine/src/triage.ts"],
+    ["config json", "package.json"],
+    ["eslint config", "eslint.config.mjs"],
+    ["docs", "docs/dashboard-guide.md"],
+    ["dashboard src css excluded from rule 4 but matched by dashboard package", "packages/dashboard/src/styles.css", true],
+    ["component css covered by component rule, not rule 4", "packages/plugin/app/components/Button.css", true],
+  ])("matches the expected frontend classification for %s", (_label, path, expected = false) => {
+    expect(matchesFrontendUxPath(path)).toBe(expected);
+  });
+
+  it("does not inject for backend-only, config-only, or docs-only file scopes", () => {
+    for (const path of ["packages/engine/src/triage.ts", "package.json", "eslint.config.mjs", "docs/testing.md"]) {
+      const original = promptWithFileScope([path]);
+      expect(applyFrontendUxCriteria(original)).toBe(original);
+    }
+  });
+
+  it("uses caller-provided file scope paths without reparsing prompt markdown", () => {
+    const promptWithoutFileScope = `# Task: FN-0000 - Example
+
+## Mission
+
+Implement dashboard UI.
+
+## Acceptance Criteria
+
+- Works as expected
+`;
+
+    const injected = applyFrontendUxCriteria(promptWithoutFileScope, ["packages/dashboard/app/routes.tsx"]);
+
+    expect(injected).toContain(FRONTEND_UX_CRITERIA_SECTION);
+    expect(injected.match(/## Frontend UX Criteria/g)).toHaveLength(1);
+  });
+
+  it("keeps checklist tokens aligned with the frontend UX design persona", () => {
+    const persona = WORKFLOW_STEP_TEMPLATES.find((template) => template.id === "frontend-ux-design");
+    expect(persona?.name).toBe("Frontend UX Design");
+    expect(persona?.prompt).toContain("design tokens");
+    expect(persona?.prompt).toContain("Component Reuse");
+    expect(persona?.prompt).toContain("Responsive Behavior");
+    expect(persona?.prompt).toContain("Visual Hierarchy");
+
+    expect(FRONTEND_UX_CRITERIA_SECTION).toContain("Design tokens only");
+    expect(FRONTEND_UX_CRITERIA_SECTION).toContain("Component reuse");
+    expect(FRONTEND_UX_CRITERIA_SECTION).toContain("Responsive scaffolding");
+    expect(FRONTEND_UX_CRITERIA_SECTION).toContain("Visual hierarchy preserved");
+  });
+});

packages/core/src/agent-prompts.ts

@@ -508,34 +508,7 @@ If the task targets a different task ID (audit, forensic walk, historical reconc
 - \`.fusion/\` is gitignored, so a fresh worktree from \`main\` does **not** include \`.fusion/tasks/{TARGET_ID}/\` or \`.fusion/fusion.db\`. The running worktree's own \`.fusion/\` (if present) is scratch/session state for the running task only, not source of truth.
 - Prefer \`fn_task_get\` / \`fn_task_list\` when the target task ID is known; fall back to project-root filesystem reads only when tools cannot provide needed evidence.
 
-## Frontend UX Criteria Injection
-
-<!-- UX criteria mirror the "frontend-ux-design" reviewer persona in packages/core/src/types.ts — keep them aligned. -->
-
-If the derived **File Scope** touches any of the following paths:
-- \`packages/dashboard/**\`
-- \`packages/*/app/components/**\`
-- \`packages/*/app/hooks/**\`
-- Any \`*.css\` or \`*.tsx\` file inside a dashboard-like package
-
-…then **PREPEND** a \`## Frontend UX Criteria\` section to the generated PROMPT.md, placed immediately after the \`## Mission\` section.
-
-Use this exact checklist (keep it verbatim — do not expand or reorder):
-
-\`\`\`markdown
-## Frontend UX Criteria
-
-- [ ] **Design tokens only** — no hardcoded \`px\` values except \`0\`, no hardcoded hex/rgb colors; use CSS custom properties (\`--color-*\`, \`--spacing-*\`, etc.)
-- [ ] **Icon sizing** — match the surrounding component's icon size convention (default lucide size unless the local pattern already uses an explicit \`size={N}\`)
-- [ ] **Semantic color tokens for status** — use \`--color-error\` for stderr/error states, \`--color-warning\` for starting/pending states; never hardcode status colors
-- [ ] **Component reuse** — reach for existing classes (\`.btn\`, \`.btn-icon\`, \`.card\`, \`.input\`) before writing one-off styles
-- [ ] **Responsive scaffolding** — add \`@media (max-width: 768px)\` overrides for any new layout; verify mobile usability
-- [ ] **Single canonical nav destination** — each route must appear in exactly one of: Header primary nav, Header overflow menu, or MobileNavBar More; no duplicates across all three
-- [ ] **Status-indicator dot convention** — use the existing \`.status-dot\` pattern (size, border, animation) rather than custom dot styling
-- [ ] **Visual hierarchy preserved** — new elements must not disrupt heading levels, content flow, or information architecture established in the surrounding page
-\`\`\`
-
-Only inject this section when the task genuinely touches frontend UI. Omit it for backend-only, config-only, or documentation-only tasks.`;;
+<!-- Frontend UX criteria are applied deterministically by packages/core/src/frontend-ux-policy.ts and mirror the "frontend-ux-design" reviewer persona in packages/core/src/types.ts. -->`;;
 
 // FN-6235: single source for the built-in reviewer policy; the engine REVIEWER_SYSTEM_PROMPT duplicate was removed.
 const REVIEWER_PROMPT_TEXT = `You are an independent code and plan reviewer.

packages/core/src/frontend-ux-policy.ts

@@ -0,0 +1,148 @@
+/**
+ * Frontend UX criteria policy for generated task specifications.
+ *
+ * The checklist mirrors the `frontend-ux-design` reviewer persona in
+ * packages/core/src/types.ts. Keep this policy byte-equivalent with the legacy
+ * triage prompt checklist and idempotent when applied to generated PROMPT.md
+ * content.
+ *
+ * Rule 4 deterministically expands the legacy "Any CSS or TSX file inside a
+ * dashboard-like package" rule: match files under a package `app/` directory
+ * ending in `.css` or `.tsx`, excluding the `components/` and `hooks/` subtrees
+ * already covered by rules 2 and 3.
+ */
+export const FRONTEND_UX_PATH_GLOBS = [
+  "packages/dashboard/**",
+  "packages/*/app/components/**",
+  "packages/*/app/hooks/**",
+  "packages/*/app/**/*.css",
+  "packages/*/app/**/*.tsx",
+] as const;
+
+/**
+ * Byte-exact Frontend UX Criteria section copied from the legacy triage prompt.
+ * The section intentionally ends with exactly one trailing newline.
+ */
+export const FRONTEND_UX_CRITERIA_SECTION = `## Frontend UX Criteria
+
+- [ ] **Design tokens only** — no hardcoded \`px\` values except \`0\`, no hardcoded hex/rgb colors; use CSS custom properties (\`--color-*\`, \`--spacing-*\`, etc.)
+- [ ] **Icon sizing** — match the surrounding component's icon size convention (default lucide size unless the local pattern already uses an explicit \`size={N}\`)
+- [ ] **Semantic color tokens for status** — use \`--color-error\` for stderr/error states, \`--color-warning\` for starting/pending states; never hardcode status colors
+- [ ] **Component reuse** — reach for existing classes (\`.btn\`, \`.btn-icon\`, \`.card\`, \`.input\`) before writing one-off styles
+- [ ] **Responsive scaffolding** — add \`@media (max-width: 768px)\` overrides for any new layout; verify mobile usability
+- [ ] **Single canonical nav destination** — each route must appear in exactly one of: Header primary nav, Header overflow menu, or MobileNavBar More; no duplicates across all three
+- [ ] **Status-indicator dot convention** — use the existing \`.status-dot\` pattern (size, border, animation) rather than custom dot styling
+- [ ] **Visual hierarchy preserved** — new elements must not disrupt heading levels, content flow, or information architecture established in the surrounding page
+`;
+
+const FRONTEND_UX_HEADING = "## Frontend UX Criteria";
+
+/**
+ * Pure deterministic injection helper. When `fileScopePaths` is omitted, the
+ * helper parses `## File Scope` from the supplied prompt markdown using the same
+ * section shape as the engine triage parser.
+ */
+export function applyFrontendUxCriteria(promptMarkdown: string, fileScopePaths?: string[]): string {
+  if (promptMarkdown.includes(FRONTEND_UX_HEADING)) {
+    return promptMarkdown;
+  }
+
+  const paths = fileScopePaths ?? parseFileScopeFromPromptMarkdown(promptMarkdown);
+  if (!paths.some((path) => matchesFrontendUxPath(path))) {
+    return promptMarkdown;
+  }
+
+  return insertFrontendUxCriteriaAfterMission(promptMarkdown);
+}
+
+export function matchesFrontendUxPath(path: string): boolean {
+  const normalized = normalizePath(path);
+  if (!normalized) return false;
+
+  if (matchGlob(normalized, FRONTEND_UX_PATH_GLOBS[0])) return true;
+  if (matchGlob(normalized, FRONTEND_UX_PATH_GLOBS[1])) return true;
+  if (matchGlob(normalized, FRONTEND_UX_PATH_GLOBS[2])) return true;
+
+  const isAppCssOrTsx = matchGlob(normalized, FRONTEND_UX_PATH_GLOBS[3])
+    || matchGlob(normalized, FRONTEND_UX_PATH_GLOBS[4]);
+  if (!isAppCssOrTsx) return false;
+
+  return !matchGlob(normalized, FRONTEND_UX_PATH_GLOBS[1])
+    && !matchGlob(normalized, FRONTEND_UX_PATH_GLOBS[2]);
+}
+
+function parseFileScopeFromPromptMarkdown(text: string): string[] {
+  const match = text.match(/^##\s+File Scope\s*\n([\s\S]*?)(?=^##\s+|$)/m);
+  if (!match) return [];
+
+  const entries: string[] = [];
+  for (const line of match[1].split("\n")) {
+    const cleaned = normalizeFileScopeLine(line);
+    if (cleaned) entries.push(cleaned);
+  }
+  return entries;
+}
+
+function normalizeFileScopeLine(line: string): string {
+  let cleaned = line.trim();
+  if (!cleaned || cleaned.startsWith("<!--")) return "";
+  cleaned = cleaned.replace(/^[-*]\s+/, "").trim();
+  cleaned = cleaned.replace(/^`([^`]+)`.*$/, "$1").trim();
+  cleaned = cleaned.replace(/`/g, "").trim();
+  return cleaned;
+}
+
+function insertFrontendUxCriteriaAfterMission(content: string): string {
+  const missionMatch = content.match(/^##\s+Mission\s*$/m);
+  if (!missionMatch || missionMatch.index === undefined) {
+    return content;
+  }
+
+  const headerEnd = missionMatch.index + missionMatch[0].length;
+  const rest = content.slice(headerEnd);
+  const nextHeading = rest.search(/\n##\s/);
+  const sectionEndAbsolute = nextHeading === -1 ? content.length : headerEnd + nextHeading;
+  const before = content.slice(0, sectionEndAbsolute).trimEnd();
+  const after = content.slice(sectionEndAbsolute);
+  return `${before}\n\n${FRONTEND_UX_CRITERIA_SECTION}${after}`;
+}
+
+/** Check if a path matches a glob pattern (simple glob support: * and **). */
+function matchGlob(path: string, pattern: string): boolean {
+  const regexPattern = globToRegexPattern(normalizePath(pattern));
+  return new RegExp(`^${regexPattern}$`).test(normalizePath(path));
+}
+
+function globToRegexPattern(pattern: string): string {
+  let out = "";
+  for (let i = 0; i < pattern.length; i += 1) {
+    const char = pattern[i];
+    const next = pattern[i + 1];
+    const afterNext = pattern[i + 2];
+
+    if (char === "*" && next === "*" && afterNext === "/") {
+      out += "(?:.*/)?";
+      i += 2;
+      continue;
+    }
+    if (char === "*" && next === "*") {
+      out += ".*";
+      i += 1;
+      continue;
+    }
+    if (char === "*") {
+      out += "[^/]*";
+      continue;
+    }
+    out += escapeRegex(char);
+  }
+  return out;
+}
+
+function escapeRegex(char: string): string {
+  return /[\\^$+?.()|[\]{}]/.test(char) ? `\\${char}` : char;
+}
+
+function normalizePath(path: string): string {
+  return path.trim().replace(/\\/g, "/").replace(/^\.\//, "");
+}

packages/core/src/index.ts

@@ -17,6 +17,7 @@ export type {
 } from "./branch-assignment.js";
 export { customProviderRegistryKey } from "./custom-provider-key.js";
 export { redactSecrets } from "./redact-secrets.js";
+export * from "./frontend-ux-policy.js";
 export { MOCK_PROVIDER_ID } from "./mock-provider-constants.js";
 export type { MockProviderId, MockSessionPurpose } from "./mock-provider-constants.js";
 export {

packages/engine/src/triage.ts

@@ -22,6 +22,7 @@ import {
   resolveAgentMemoryInclusionMode,
   extractIntentSignature,
   findNearDuplicates,
+  applyFrontendUxCriteria,
   type NearDuplicateCandidate,
 } from "@fusion/core";
 import type { ImageContent } from "@earendil-works/pi-ai";
@@ -64,7 +65,7 @@ import { withRateLimitRetry } from "./rate-limit-retry.js";
 import { computeRecoveryDecision, formatDelay, MAX_RECOVERY_RETRIES } from "./recovery-policy.js";
 import type { StuckTaskDetector } from "./stuck-task-detector.js";
 import { exec } from "node:child_process";
-import { readFile } from "node:fs/promises";
+import { readFile, writeFile } from "node:fs/promises";
 import { join } from "node:path";
 import { promisify } from "node:util";
 import {
@@ -2150,7 +2151,7 @@ export class TriageProcessor {
 
   private async finalizeApprovedTask(
     task: Task,
-    written: string,
+    writtenInput: string,
     settings: Settings,
     options: {
       isReplan?: boolean;
@@ -2158,6 +2159,7 @@ export class TriageProcessor {
       recoveryLogAction?: string;
     } = {},
   ): Promise<void> {
+    let written = writtenInput;
     const dupMatch = written.match(/^DUPLICATE:\s*([A-Z]+-\d+)/i);
 
     if (dupMatch) {
@@ -2257,6 +2259,19 @@ export class TriageProcessor {
     } catch {
       // Fail open on persisted PROMPT.md parsing and keep using the in-memory parse.
     }
+
+    const promptWithFrontendUxCriteria = applyFrontendUxCriteria(written, parsedFileScope);
+    if (promptWithFrontendUxCriteria !== written) {
+      const promptPath = join(this.rootDir, ".fusion", "tasks", task.id, "PROMPT.md");
+      try {
+        await writeFile(promptPath, promptWithFrontendUxCriteria, "utf-8");
+        written = promptWithFrontendUxCriteria;
+      } catch (error: unknown) {
+        const message = error instanceof Error ? error.message : String(error);
+        planLog.warn(`${task.id}: failed to write Frontend UX Criteria to PROMPT.md (${message})`);
+      }
+    }
+
     let taskIntentSignature: ReturnType<typeof extractIntentSignature> = {
       routePaths: [],
       filePaths: [],