diff --git a/docs/superpowers/plans/2026-04-10-understandignore-impl.md b/docs/superpowers/plans/2026-04-10-understandignore-impl.md
new file mode 100644
index 0000000..4bc782d
--- /dev/null
+++ b/docs/superpowers/plans/2026-04-10-understandignore-impl.md
@@ -0,0 +1,776 @@
+# .understandignore Implementation Plan
+
+> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking.
+
+**Goal:** Add user-configurable file exclusion via `.understandignore` files using `.gitignore` syntax, with auto-generated starter files and a pre-analysis review pause.
+
+**Architecture:** An `IgnoreFilter` module in `packages/core` uses the `ignore` npm package to parse `.understandignore` files and filter paths. A companion `IgnoreGenerator` scans the project for common patterns and produces a commented-out starter file. The `project-scanner` agent applies the filter as a second pass after its existing hardcoded exclusions. The `/understand` skill adds a Phase 0.5 that generates the starter file and pauses for user review.
+
+**Tech Stack:** TypeScript, `ignore` npm package, Vitest
+
+**Spec:** `docs/superpowers/specs/2026-04-10-understandignore-design.md`
+
+---
+
+## File Structure
+
+### Core package
+- Create: `understand-anything-plugin/packages/core/src/ignore-filter.ts` — parse .understandignore, merge with defaults, filter paths
+- Create: `understand-anything-plugin/packages/core/src/ignore-generator.ts` — generate starter .understandignore by scanning project
+- Create: `understand-anything-plugin/packages/core/src/__tests__/ignore-filter.test.ts` — filter tests
+- Create: `understand-anything-plugin/packages/core/src/__tests__/ignore-generator.test.ts` — generator tests
+- Modify: `understand-anything-plugin/packages/core/src/index.ts` — export new modules
+- Modify: `understand-anything-plugin/packages/core/package.json` — add `ignore` dependency
+
+### Agents & skills
+- Modify: `understand-anything-plugin/agents/project-scanner.md` — add Layer 2 filtering step
+- Modify: `understand-anything-plugin/skills/understand/SKILL.md` — add Phase 0.5
+
+---
+
+## Task 1: Add `ignore` dependency
+
+**Files:**
+- Modify: `understand-anything-plugin/packages/core/package.json`
+
+- [ ] **Step 1: Install the `ignore` npm package**
+
+Run:
+```bash
+cd understand-anything-plugin && pnpm add --filter @understand-anything/core ignore
+```
+
+- [ ] **Step 2: Verify it was added**
+
+Run: `grep ignore understand-anything-plugin/packages/core/package.json`
+Expected: `"ignore": "^7.x.x"` (or similar) in dependencies
+
+- [ ] **Step 3: Commit**
+
+```bash
+git add understand-anything-plugin/packages/core/package.json understand-anything-plugin/pnpm-lock.yaml
+git commit -m "chore(core): add ignore package for .understandignore support"
+```
+
+---
+
+## Task 2: Create IgnoreFilter module with tests (TDD)
+
+**Files:**
+- Create: `understand-anything-plugin/packages/core/src/ignore-filter.ts`
+- Create: `understand-anything-plugin/packages/core/src/__tests__/ignore-filter.test.ts`
+
+- [ ] **Step 1: Write the failing tests**
+
+Create `understand-anything-plugin/packages/core/src/__tests__/ignore-filter.test.ts`:
+
+```typescript
+import { describe, it, expect, beforeEach, afterEach } from "vitest";
+import { createIgnoreFilter, DEFAULT_IGNORE_PATTERNS } from "../ignore-filter";
+import { mkdirSync, writeFileSync, rmSync } from "node:fs";
+import { join } from "node:path";
+import { tmpdir } from "node:os";
+
+describe("IgnoreFilter", () => {
+  let testDir: string;
+
+  beforeEach(() => {
+    testDir = join(tmpdir(), `ignore-filter-test-${Date.now()}`);
+    mkdirSync(testDir, { recursive: true });
+    mkdirSync(join(testDir, ".understand-anything"), { recursive: true });
+  });
+
+  afterEach(() => {
+    rmSync(testDir, { recursive: true, force: true });
+  });
+
+  describe("DEFAULT_IGNORE_PATTERNS", () => {
+    it("contains node_modules", () => {
+      expect(DEFAULT_IGNORE_PATTERNS).toContain("node_modules/");
+    });
+
+    it("contains .git", () => {
+      expect(DEFAULT_IGNORE_PATTERNS).toContain(".git/");
+    });
+
+    it("contains bin and obj for .NET", () => {
+      expect(DEFAULT_IGNORE_PATTERNS).toContain("bin/");
+      expect(DEFAULT_IGNORE_PATTERNS).toContain("obj/");
+    });
+
+    it("contains build output directories", () => {
+      expect(DEFAULT_IGNORE_PATTERNS).toContain("dist/");
+      expect(DEFAULT_IGNORE_PATTERNS).toContain("build/");
+      expect(DEFAULT_IGNORE_PATTERNS).toContain("out/");
+      expect(DEFAULT_IGNORE_PATTERNS).toContain("coverage/");
+    });
+  });
+
+  describe("createIgnoreFilter with no user file", () => {
+    it("ignores files matching default patterns", () => {
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored("node_modules/foo/bar.js")).toBe(true);
+      expect(filter.isIgnored("dist/index.js")).toBe(true);
+      expect(filter.isIgnored(".git/config")).toBe(true);
+      expect(filter.isIgnored("bin/Debug/app.dll")).toBe(true);
+      expect(filter.isIgnored("obj/Release/net8.0/app.dll")).toBe(true);
+    });
+
+    it("does not ignore source files", () => {
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored("src/index.ts")).toBe(false);
+      expect(filter.isIgnored("README.md")).toBe(false);
+      expect(filter.isIgnored("package.json")).toBe(false);
+    });
+
+    it("ignores lock files", () => {
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored("pnpm-lock.yaml")).toBe(true);
+      expect(filter.isIgnored("package-lock.json")).toBe(true);
+      expect(filter.isIgnored("yarn.lock")).toBe(true);
+    });
+
+    it("ignores binary/asset files", () => {
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored("logo.png")).toBe(true);
+      expect(filter.isIgnored("font.woff2")).toBe(true);
+      expect(filter.isIgnored("doc.pdf")).toBe(true);
+    });
+
+    it("ignores generated files", () => {
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored("bundle.min.js")).toBe(true);
+      expect(filter.isIgnored("style.min.css")).toBe(true);
+      expect(filter.isIgnored("source.map")).toBe(true);
+    });
+
+    it("ignores IDE directories", () => {
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored(".idea/workspace.xml")).toBe(true);
+      expect(filter.isIgnored(".vscode/settings.json")).toBe(true);
+    });
+  });
+
+  describe("createIgnoreFilter with user .understandignore", () => {
+    it("reads patterns from .understand-anything/.understandignore", () => {
+      writeFileSync(
+        join(testDir, ".understand-anything", ".understandignore"),
+        "# Exclude tests\n__tests__/\n*.test.ts\n"
+      );
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored("__tests__/foo.test.ts")).toBe(true);
+      expect(filter.isIgnored("src/utils.test.ts")).toBe(true);
+      expect(filter.isIgnored("src/utils.ts")).toBe(false);
+    });
+
+    it("reads patterns from project root .understandignore", () => {
+      writeFileSync(
+        join(testDir, ".understandignore"),
+        "docs/\n"
+      );
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored("docs/README.md")).toBe(true);
+      expect(filter.isIgnored("src/index.ts")).toBe(false);
+    });
+
+    it("handles # comments and blank lines", () => {
+      writeFileSync(
+        join(testDir, ".understand-anything", ".understandignore"),
+        "# This is a comment\n\n\nfixtures/\n\n# Another comment\n"
+      );
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored("fixtures/data.json")).toBe(true);
+      expect(filter.isIgnored("src/index.ts")).toBe(false);
+    });
+
+    it("supports ! negation to override defaults", () => {
+      writeFileSync(
+        join(testDir, ".understand-anything", ".understandignore"),
+        "!dist/\n"
+      );
+      const filter = createIgnoreFilter(testDir);
+      // dist/ is in defaults but negated by user
+      expect(filter.isIgnored("dist/index.js")).toBe(false);
+    });
+
+    it("supports ** recursive matching", () => {
+      writeFileSync(
+        join(testDir, ".understand-anything", ".understandignore"),
+        "**/snapshots/\n"
+      );
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored("src/components/snapshots/Button.snap")).toBe(true);
+      expect(filter.isIgnored("snapshots/foo.snap")).toBe(true);
+    });
+
+    it("merges .understand-anything/ and root .understandignore", () => {
+      writeFileSync(
+        join(testDir, ".understand-anything", ".understandignore"),
+        "__tests__/\n"
+      );
+      writeFileSync(
+        join(testDir, ".understandignore"),
+        "fixtures/\n"
+      );
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored("__tests__/foo.ts")).toBe(true);
+      expect(filter.isIgnored("fixtures/data.json")).toBe(true);
+      expect(filter.isIgnored("src/index.ts")).toBe(false);
+    });
+  });
+});
+```
+
+- [ ] **Step 2: Run tests to verify they fail**
+
+Run: `pnpm --filter @understand-anything/core test -- --run src/__tests__/ignore-filter.test.ts`
+Expected: FAIL — module not found
+
+- [ ] **Step 3: Implement IgnoreFilter**
+
+Create `understand-anything-plugin/packages/core/src/ignore-filter.ts`:
+
+```typescript
+import ignore, { type Ignore } from "ignore";
+import { readFileSync, existsSync } from "node:fs";
+import { join } from "node:path";
+
+/**
+ * Hardcoded default ignore patterns matching the project-scanner agent's
+ * exclusion rules, plus bin/obj for .NET projects.
+ */
+export const DEFAULT_IGNORE_PATTERNS: string[] = [
+  // Dependency directories
+  "node_modules/",
+  ".git/",
+  "vendor/",
+  "venv/",
+  ".venv/",
+  "__pycache__/",
+
+  // Build output
+  "dist/",
+  "build/",
+  "out/",
+  "coverage/",
+  ".next/",
+  ".cache/",
+  ".turbo/",
+  "target/",
+  "bin/",
+  "obj/",
+
+  // Lock files
+  "*.lock",
+  "package-lock.json",
+  "yarn.lock",
+  "pnpm-lock.yaml",
+
+  // Binary/asset files
+  "*.png",
+  "*.jpg",
+  "*.jpeg",
+  "*.gif",
+  "*.svg",
+  "*.ico",
+  "*.woff",
+  "*.woff2",
+  "*.ttf",
+  "*.eot",
+  "*.mp3",
+  "*.mp4",
+  "*.pdf",
+  "*.zip",
+  "*.tar",
+  "*.gz",
+
+  // Generated files
+  "*.min.js",
+  "*.min.css",
+  "*.map",
+  "*.generated.*",
+
+  // IDE/editor
+  ".idea/",
+  ".vscode/",
+
+  // Misc
+  "LICENSE",
+  ".gitignore",
+  ".editorconfig",
+  ".prettierrc",
+  ".eslintrc*",
+  "*.log",
+];
+
+export interface IgnoreFilter {
+  /** Returns true if the given relative path should be excluded from analysis. */
+  isIgnored(relativePath: string): boolean;
+}
+
+/**
+ * Creates an IgnoreFilter that merges hardcoded defaults with user-defined
+ * patterns from .understandignore files.
+ *
+ * Pattern load order (later entries can override earlier ones via ! negation):
+ * 1. Hardcoded defaults
+ * 2. .understand-anything/.understandignore (if exists)
+ * 3. .understandignore at project root (if exists)
+ */
+export function createIgnoreFilter(projectRoot: string): IgnoreFilter {
+  const ig: Ignore = ignore();
+
+  // Layer 1: hardcoded defaults
+  ig.add(DEFAULT_IGNORE_PATTERNS);
+
+  // Layer 2: .understand-anything/.understandignore
+  const projectIgnorePath = join(projectRoot, ".understand-anything", ".understandignore");
+  if (existsSync(projectIgnorePath)) {
+    const content = readFileSync(projectIgnorePath, "utf-8");
+    ig.add(content);
+  }
+
+  // Layer 3: .understandignore at project root
+  const rootIgnorePath = join(projectRoot, ".understandignore");
+  if (existsSync(rootIgnorePath)) {
+    const content = readFileSync(rootIgnorePath, "utf-8");
+    ig.add(content);
+  }
+
+  return {
+    isIgnored(relativePath: string): boolean {
+      return ig.ignores(relativePath);
+    },
+  };
+}
+```
+
+- [ ] **Step 4: Run tests to verify they pass**
+
+Run: `pnpm --filter @understand-anything/core test -- --run src/__tests__/ignore-filter.test.ts`
+Expected: All tests PASS
+
+- [ ] **Step 5: Build to verify no type errors**
+
+Run: `pnpm --filter @understand-anything/core build`
+Expected: Clean build
+
+- [ ] **Step 6: Commit**
+
+```bash
+git add understand-anything-plugin/packages/core/src/ignore-filter.ts understand-anything-plugin/packages/core/src/__tests__/ignore-filter.test.ts
+git commit -m "feat(core): add IgnoreFilter module with .understandignore parsing and tests"
+```
+
+---
+
+## Task 3: Create IgnoreGenerator module with tests (TDD)
+
+**Files:**
+- Create: `understand-anything-plugin/packages/core/src/ignore-generator.ts`
+- Create: `understand-anything-plugin/packages/core/src/__tests__/ignore-generator.test.ts`
+
+- [ ] **Step 1: Write the failing tests**
+
+Create `understand-anything-plugin/packages/core/src/__tests__/ignore-generator.test.ts`:
+
+```typescript
+import { describe, it, expect, beforeEach, afterEach } from "vitest";
+import { generateStarterIgnoreFile } from "../ignore-generator";
+import { mkdirSync, rmSync, writeFileSync } from "node:fs";
+import { join } from "node:path";
+import { tmpdir } from "node:os";
+
+describe("generateStarterIgnoreFile", () => {
+  let testDir: string;
+
+  beforeEach(() => {
+    testDir = join(tmpdir(), `ignore-gen-test-${Date.now()}`);
+    mkdirSync(testDir, { recursive: true });
+  });
+
+  afterEach(() => {
+    rmSync(testDir, { recursive: true, force: true });
+  });
+
+  it("includes a header comment explaining the file", () => {
+    const content = generateStarterIgnoreFile(testDir);
+    expect(content).toContain(".understandignore");
+    expect(content).toContain("same as .gitignore");
+    expect(content).toContain("Built-in defaults");
+  });
+
+  it("all suggestions are commented out", () => {
+    // Create some directories to trigger suggestions
+    mkdirSync(join(testDir, "__tests__"), { recursive: true });
+    mkdirSync(join(testDir, "docs"), { recursive: true });
+    const content = generateStarterIgnoreFile(testDir);
+    const lines = content.split("\n").filter((l) => l.trim() && !l.startsWith("#"));
+    // No active (uncommented) patterns
+    expect(lines).toHaveLength(0);
+  });
+
+  it("suggests __tests__ when __tests__ directory exists", () => {
+    mkdirSync(join(testDir, "__tests__"), { recursive: true });
+    const content = generateStarterIgnoreFile(testDir);
+    expect(content).toContain("# __tests__/");
+  });
+
+  it("suggests docs when docs directory exists", () => {
+    mkdirSync(join(testDir, "docs"), { recursive: true });
+    const content = generateStarterIgnoreFile(testDir);
+    expect(content).toContain("# docs/");
+  });
+
+  it("suggests test directories when they exist", () => {
+    mkdirSync(join(testDir, "test"), { recursive: true });
+    mkdirSync(join(testDir, "tests"), { recursive: true });
+    const content = generateStarterIgnoreFile(testDir);
+    expect(content).toContain("# test/");
+    expect(content).toContain("# tests/");
+  });
+
+  it("suggests fixtures when fixtures directory exists", () => {
+    mkdirSync(join(testDir, "fixtures"), { recursive: true });
+    const content = generateStarterIgnoreFile(testDir);
+    expect(content).toContain("# fixtures/");
+  });
+
+  it("suggests examples when examples directory exists", () => {
+    mkdirSync(join(testDir, "examples"), { recursive: true });
+    const content = generateStarterIgnoreFile(testDir);
+    expect(content).toContain("# examples/");
+  });
+
+  it("suggests .storybook when .storybook directory exists", () => {
+    mkdirSync(join(testDir, ".storybook"), { recursive: true });
+    const content = generateStarterIgnoreFile(testDir);
+    expect(content).toContain("# .storybook/");
+  });
+
+  it("suggests migrations when migrations directory exists", () => {
+    mkdirSync(join(testDir, "migrations"), { recursive: true });
+    const content = generateStarterIgnoreFile(testDir);
+    expect(content).toContain("# migrations/");
+  });
+
+  it("suggests scripts when scripts directory exists", () => {
+    mkdirSync(join(testDir, "scripts"), { recursive: true });
+    const content = generateStarterIgnoreFile(testDir);
+    expect(content).toContain("# scripts/");
+  });
+
+  it("always includes generic suggestions", () => {
+    const content = generateStarterIgnoreFile(testDir);
+    expect(content).toContain("# *.snap");
+    expect(content).toContain("# *.test.*");
+    expect(content).toContain("# *.spec.*");
+  });
+
+  it("does not suggest directories that don't exist", () => {
+    const content = generateStarterIgnoreFile(testDir);
+    // __tests__ doesn't exist, so it shouldn't be in directory suggestions
+    // (it may still be in generic test file patterns)
+    expect(content).not.toContain("# __tests__/");
+    expect(content).not.toContain("# .storybook/");
+  });
+});
+```
+
+- [ ] **Step 2: Run tests to verify they fail**
+
+Run: `pnpm --filter @understand-anything/core test -- --run src/__tests__/ignore-generator.test.ts`
+Expected: FAIL — module not found
+
+- [ ] **Step 3: Implement IgnoreGenerator**
+
+Create `understand-anything-plugin/packages/core/src/ignore-generator.ts`:
+
+```typescript
+import { existsSync } from "node:fs";
+import { join } from "node:path";
+
+const HEADER = `# .understandignore — patterns for files/dirs to exclude from analysis
+# Syntax: same as .gitignore (globs, # comments, ! negation, trailing / for dirs)
+# Lines below are suggestions — uncomment to activate.
+# Use ! prefix to force-include something excluded by defaults.
+#
+# Built-in defaults (always excluded unless negated):
+#   node_modules/, .git/, dist/, build/, bin/, obj/, *.lock, *.min.js, etc.
+#
+`;
+
+/** Directories to check for and suggest excluding. */
+const DETECTABLE_DIRS = [
+  { dir: "__tests__", pattern: "__tests__/" },
+  { dir: "test", pattern: "test/" },
+  { dir: "tests", pattern: "tests/" },
+  { dir: "fixtures", pattern: "fixtures/" },
+  { dir: "testdata", pattern: "testdata/" },
+  { dir: "docs", pattern: "docs/" },
+  { dir: "examples", pattern: "examples/" },
+  { dir: "scripts", pattern: "scripts/" },
+  { dir: "migrations", pattern: "migrations/" },
+  { dir: ".storybook", pattern: ".storybook/" },
+];
+
+/** Always-included generic suggestions. */
+const GENERIC_SUGGESTIONS = [
+  "*.test.*",
+  "*.spec.*",
+  "*.snap",
+];
+
+/**
+ * Generates a starter .understandignore file by scanning the project root
+ * for common directories and suggesting them as commented-out exclusions.
+ *
+ * All suggestions are commented out — the user must uncomment to activate.
+ * Returns the file content as a string.
+ */
+export function generateStarterIgnoreFile(projectRoot: string): string {
+  const sections: string[] = [HEADER];
+
+  // Detected directory suggestions
+  const detected: string[] = [];
+  for (const { dir, pattern } of DETECTABLE_DIRS) {
+    if (existsSync(join(projectRoot, dir))) {
+      detected.push(pattern);
+    }
+  }
+
+  if (detected.length > 0) {
+    sections.push("# --- Detected directories (uncomment to exclude) ---\n");
+    for (const pattern of detected) {
+      sections.push(`# ${pattern}`);
+    }
+    sections.push("");
+  }
+
+  // Generic suggestions (always included)
+  sections.push("# --- Test file patterns (uncomment to exclude) ---\n");
+  for (const pattern of GENERIC_SUGGESTIONS) {
+    sections.push(`# ${pattern}`);
+  }
+  sections.push("");
+
+  return sections.join("\n");
+}
+```
+
+- [ ] **Step 4: Run tests to verify they pass**
+
+Run: `pnpm --filter @understand-anything/core test -- --run src/__tests__/ignore-generator.test.ts`
+Expected: All tests PASS
+
+- [ ] **Step 5: Build**
+
+Run: `pnpm --filter @understand-anything/core build`
+Expected: Clean build
+
+- [ ] **Step 6: Commit**
+
+```bash
+git add understand-anything-plugin/packages/core/src/ignore-generator.ts understand-anything-plugin/packages/core/src/__tests__/ignore-generator.test.ts
+git commit -m "feat(core): add IgnoreGenerator for starter .understandignore file creation"
+```
+
+---
+
+## Task 4: Export new modules from core
+
+**Files:**
+- Modify: `understand-anything-plugin/packages/core/src/index.ts`
+
+- [ ] **Step 1: Add exports**
+
+Add to the end of `understand-anything-plugin/packages/core/src/index.ts`:
+
+```typescript
+export {
+  createIgnoreFilter,
+  DEFAULT_IGNORE_PATTERNS,
+  type IgnoreFilter,
+} from "./ignore-filter.js";
+export { generateStarterIgnoreFile } from "./ignore-generator.js";
+```
+
+- [ ] **Step 2: Build and run all tests**
+
+Run: `pnpm --filter @understand-anything/core build && pnpm --filter @understand-anything/core test -- --run`
+Expected: Clean build, all tests pass
+
+- [ ] **Step 3: Commit**
+
+```bash
+git add understand-anything-plugin/packages/core/src/index.ts
+git commit -m "feat(core): export IgnoreFilter and IgnoreGenerator from core index"
+```
+
+---
+
+## Task 5: Update project-scanner agent
+
+**Files:**
+- Modify: `understand-anything-plugin/agents/project-scanner.md`
+
+- [ ] **Step 1: Read the current project-scanner.md**
+
+Read `understand-anything-plugin/agents/project-scanner.md` to understand the current structure.
+
+- [ ] **Step 2: Add bin/ and obj/ to hardcoded exclusions**
+
+In Step 2 (Exclusion Filtering), add `bin/` and `obj/` to the "Build output" line:
+
+Change:
+```
+- **Build output:** paths with a directory segment matching `dist/`, `build/`, `out/`, `coverage/`, `.next/`, `.cache/`, `.turbo/`, `target/` (Rust)
+```
+
+To:
+```
+- **Build output:** paths with a directory segment matching `dist/`, `build/`, `out/`, `coverage/`, `.next/`, `.cache/`, `.turbo/`, `target/` (Rust), `bin/` (.NET), `obj/` (.NET)
+```
+
+- [ ] **Step 3: Add Layer 2 filtering step**
+
+After Step 2 (Exclusion Filtering), add a new step:
+
+```markdown
+**Step 2.5 -- User-Configured Filtering (.understandignore)**
+
+After applying the hardcoded exclusion filters above, apply user-configured patterns from `.understandignore`:
+
+1. Check if `.understand-anything/.understandignore` exists in the project root. If so, read it.
+2. Check if `.understandignore` exists in the project root. If so, read it.
+3. Parse both files using `.gitignore` syntax (glob patterns, `#` comments, blank lines ignored, `!` prefix for negation, trailing `/` for directories, `**/` for recursive matching).
+4. Filter the remaining file list through these patterns. Files matching any pattern are excluded.
+5. `!` negation patterns override the hardcoded exclusions from Step 2 (e.g., `!dist/` force-includes dist/).
+6. Track the count of files removed by this step as `filteredByIgnore`.
+
+This filtering must be deterministic (not LLM-based). Use a Node.js script with the `ignore` npm package if implementing programmatically, or apply the patterns manually if the file list is small.
+```
+
+- [ ] **Step 4: Update scan output schema**
+
+Find the output JSON schema section and add `filteredByIgnore` field:
+
+```json
+{
+  "name": "...",
+  "description": "...",
+  "languages": ["..."],
+  "frameworks": ["..."],
+  "files": [...],
+  "totalFiles": 123,
+  "filteredByIgnore": 5,
+  "estimatedComplexity": "moderate",
+  "importMap": {}
+}
+```
+
+- [ ] **Step 5: Commit**
+
+```bash
+git add understand-anything-plugin/agents/project-scanner.md
+git commit -m "feat(agent): add .understandignore support and bin/obj exclusions to project-scanner"
+```
+
+---
+
+## Task 6: Update /understand skill with Phase 0.5
+
+**Files:**
+- Modify: `understand-anything-plugin/skills/understand/SKILL.md`
+
+- [ ] **Step 1: Read the current SKILL.md Phase 0 section**
+
+Read `understand-anything-plugin/skills/understand/SKILL.md` lines 22-80 to understand Phase 0.
+
+- [ ] **Step 2: Add Phase 0.5 after Phase 0**
+
+After the Phase 0 section (after the `---` separator before Phase 1), insert:
+
+```markdown
+## Phase 0.5 — Ignore Configuration
+
+Set up and verify the `.understandignore` file before scanning.
+
+1. Check if `$PROJECT_ROOT/.understand-anything/.understandignore` exists.
+2. **If it does NOT exist**, generate a starter file:
+   - Run a Node.js script (or inline logic) that scans `$PROJECT_ROOT` for common directories (`__tests__/`, `test/`, `tests/`, `fixtures/`, `testdata/`, `docs/`, `examples/`, `scripts/`, `migrations/`, `.storybook/`) and generates a `.understandignore` file with commented-out suggestions.
+   - Write the generated content to `$PROJECT_ROOT/.understand-anything/.understandignore`.
+   - Report to the user:
+     > "Generated `.understand-anything/.understandignore` with suggested exclusions based on your project structure. Please review it and uncomment any patterns you'd like to exclude from analysis. When ready, confirm to continue."
+   - **Wait for user confirmation before proceeding.**
+3. **If it already exists**, report:
+   > "Found `.understand-anything/.understandignore`. Review it if needed, then confirm to continue."
+   - **Wait for user confirmation before proceeding.**
+4. After confirmation, proceed to Phase 1.
+
+**Note:** The `.understandignore` file uses `.gitignore` syntax. The user can add patterns to exclude files from analysis, or use `!` prefix to force-include files excluded by built-in defaults (e.g., `!dist/` to analyze dist/ files).
+
+---
+```
+
+- [ ] **Step 3: Update Phase 1 reporting**
+
+In the Phase 1 section, after the gate check (~line 114), add a note about reporting ignore stats:
+
+```markdown
+After scanning, if the scan result includes `filteredByIgnore > 0`, report:
+> "Scanned {totalFiles} files ({filteredByIgnore} excluded by .understandignore)"
+```
+
+- [ ] **Step 4: Commit**
+
+```bash
+git add understand-anything-plugin/skills/understand/SKILL.md
+git commit -m "feat(skill): add Phase 0.5 for .understandignore setup and review pause"
+```
+
+---
+
+## Task 7: Build, test, and verify end-to-end
+
+**Files:**
+- All modified files
+
+- [ ] **Step 1: Build core**
+
+Run: `pnpm --filter @understand-anything/core build`
+Expected: Clean build
+
+- [ ] **Step 2: Run all core tests**
+
+Run: `pnpm --filter @understand-anything/core test -- --run`
+Expected: All tests pass (existing + new ignore-filter + ignore-generator tests)
+
+- [ ] **Step 3: Build skill package**
+
+Run: `pnpm --filter @understand-anything/skill build`
+Expected: Clean build
+
+- [ ] **Step 4: Verify files exist**
+
+Run:
+```bash
+ls understand-anything-plugin/packages/core/src/ignore-filter.ts understand-anything-plugin/packages/core/src/ignore-generator.ts
+```
+Expected: Both files listed
+
+- [ ] **Step 5: Verify exports work**
+
+Run:
+```bash
+node -e "import('@understand-anything/core').then(m => { console.log('IgnoreFilter:', typeof m.createIgnoreFilter); console.log('Generator:', typeof m.generateStarterIgnoreFile); })"
+```
+Expected: Both show `function`
+
+- [ ] **Step 6: Final commit (if any unstaged changes)**
+
+```bash
+git status
+# If clean, skip. If changes exist:
+git add -A && git commit -m "chore: final verification for .understandignore support"
+```
diff --git a/docs/superpowers/specs/2026-04-10-understandignore-design.md b/docs/superpowers/specs/2026-04-10-understandignore-design.md
new file mode 100644
index 0000000..2d71f51
--- /dev/null
+++ b/docs/superpowers/specs/2026-04-10-understandignore-design.md
@@ -0,0 +1,258 @@
+# .understandignore Design Spec
+
+## Overview
+
+Add user-configurable file exclusion via `.understandignore` files, using `.gitignore` syntax. This makes analysis faster by skipping irrelevant files (vendor code, generated output, test fixtures) without modifying hardcoded defaults.
+
+## Goals
+
+- Let users exclude files/directories from analysis via `.understandignore`
+- Use `.gitignore` syntax (familiar, no learning curve)
+- Keep hardcoded defaults as built-in — `.understandignore` adds patterns on top
+- Allow `!` negation to force-include files excluded by defaults
+- Auto-generate a commented-out starter file on first run (deterministic code, not LLM)
+- Pause before analysis to let user review the ignore file
+
+## Non-Goals
+
+- Replacing `.gitignore` — this is analysis-specific
+- Per-directory `.understandignore` files (project root and `.understand-anything/` only)
+- GUI for editing ignore patterns
+
+---
+
+## IgnoreFilter Module
+
+New file: `packages/core/src/ignore-filter.ts`
+
+Uses the [`ignore`](https://www.npmjs.com/package/ignore) npm package for gitignore-compatible pattern matching.
+
+### API
+
+```typescript
+export interface IgnoreFilter {
+  isIgnored(relativePath: string): boolean;
+}
+
+export function createIgnoreFilter(projectRoot: string): IgnoreFilter;
+```
+
+### Behavior
+
+`createIgnoreFilter` loads patterns in this order (later entries can override earlier ones):
+
+1. **Hardcoded defaults** — the existing exclusion patterns from project-scanner (node_modules/, .git/, dist/, build/, bin/, obj/, *.lock, *.min.js, etc.)
+2. **`.understand-anything/.understandignore`** — project-level, lives alongside the output
+3. **`.understandignore`** at project root — alternative location for visibility
+
+Patterns merge additively. `!` negation in user files can override hardcoded defaults (e.g., `!dist/` force-includes dist/).
+
+### Hardcoded Default Patterns
+
+These are the built-in defaults (matching current project-scanner behavior, plus bin/obj for .NET):
+
+```
+# Dependency directories
+node_modules/
+.git/
+vendor/
+venv/
+.venv/
+__pycache__/
+
+# Build output
+dist/
+build/
+out/
+coverage/
+.next/
+.cache/
+.turbo/
+target/
+bin/
+obj/
+
+# Lock files
+*.lock
+package-lock.json
+yarn.lock
+pnpm-lock.yaml
+
+# Binary/asset files
+*.png
+*.jpg
+*.jpeg
+*.gif
+*.svg
+*.ico
+*.woff
+*.woff2
+*.ttf
+*.eot
+*.mp3
+*.mp4
+*.pdf
+*.zip
+*.tar
+*.gz
+
+# Generated files
+*.min.js
+*.min.css
+*.map
+*.generated.*
+
+# IDE/editor
+.idea/
+.vscode/
+
+# Misc
+LICENSE
+.gitignore
+.editorconfig
+.prettierrc
+.eslintrc*
+*.log
+```
+
+---
+
+## Starter File Generator
+
+New file: `packages/core/src/ignore-generator.ts`
+
+### API
+
+```typescript
+export function generateStarterIgnoreFile(projectRoot: string): string;
+```
+
+### Behavior
+
+- Deterministic code — scans the project directory for common patterns
+- Returns the file content as a string (caller writes it to disk)
+- All suggestions are **commented out** — user must uncomment to activate
+- Header comment explains the file, syntax, and built-in defaults
+
+### Detection Logic
+
+| If exists | Suggest |
+|-----------|---------|
+| `__tests__/` or `*.test.*` files | `# __tests__/`, `# *.test.*`, `# *.spec.*` |
+| `fixtures/` or `testdata/` | `# fixtures/`, `# testdata/` |
+| `test/` or `tests/` | `# test/`, `# tests/` |
+| `.storybook/` | `# .storybook/` |
+| `docs/` | `# docs/` |
+| `examples/` | `# examples/` |
+| `scripts/` | `# scripts/` |
+| `migrations/` | `# migrations/` |
+| `*.snap` files | `# *.snap` |
+| `bin/` (non-.NET, i.e. shell scripts) | `# bin/` |
+| `obj/` | `# obj/` |
+
+### Generated File Format
+
+```
+# .understandignore — patterns for files/dirs to exclude from analysis
+# Syntax: same as .gitignore (globs, # comments, ! negation, trailing / for dirs)
+# Lines below are suggestions — uncomment to activate.
+# Use ! prefix to force-include something excluded by defaults.
+#
+# Built-in defaults (always excluded unless negated):
+#   node_modules/, .git/, dist/, build/, bin/, obj/, *.lock, *.min.js, etc.
+#
+
+# --- Suggested exclusions (uncomment to activate) ---
+
+# Test files
+# __tests__/
+# *.test.*
+# *.spec.*
+
+# Test data
+# fixtures/
+# testdata/
+
+# Documentation
+# docs/
+
+# ... (more suggestions based on detection)
+```
+
+Only generated if `.understand-anything/.understandignore` doesn't already exist.
+
+---
+
+## Skill Integration
+
+### Phase 0.5: Ignore Setup (new phase in SKILL.md)
+
+Added between Pre-flight (Phase 0) and SCAN (Phase 1):
+
+1. Check if `.understand-anything/.understandignore` exists
+2. If not, run `generateStarterIgnoreFile(projectRoot)` and write the result to `.understand-anything/.understandignore`
+3. Report to user:
+   - **First run:** "Generated `.understand-anything/.understandignore` with suggested exclusions. Please review it and uncomment any patterns you'd like to exclude. When ready, confirm to continue."
+   - **Subsequent runs:** "Found `.understand-anything/.understandignore`. Review it if needed, then confirm to continue."
+4. Wait for user confirmation before proceeding
+
+### Phase 1: SCAN changes
+
+The `project-scanner` agent's scan script is updated to:
+
+1. Collect files via `git ls-files` (or fallback)
+2. Apply agent's hardcoded pattern filter (Layer 1 — existing behavior)
+3. Apply `IgnoreFilter` from core (Layer 2 — user patterns)
+4. Add `filteredByIgnore` count to scan output
+5. Report: "Scanned {totalFiles} files ({filteredByIgnore} excluded by .understandignore)"
+
+Two-layer filtering:
+- **Layer 1:** Agent's hardcoded patterns in the prompt (fast, coarse filter)
+- **Layer 2:** `IgnoreFilter` from core (deterministic code, user-configurable)
+
+---
+
+## Project Scanner Agent Update
+
+Changes to `understand-anything-plugin/agents/project-scanner.md`:
+
+- After the file list is built and Layer 1 filtering is applied, the agent runs a Node.js script that imports `createIgnoreFilter` from `@understand-anything/core` and filters the remaining paths
+- The scan result JSON includes a new `filteredByIgnore: number` field
+- Existing hardcoded exclusion patterns in the agent prompt remain for backward compatibility
+
+---
+
+## Testing
+
+### `packages/core/src/__tests__/ignore-filter.test.ts`
+
+- Parses basic glob patterns (`*.log`, `dist/`)
+- Handles `#` comments and blank lines
+- Handles `!` negation (force-include)
+- Handles `**/` recursive matching
+- Handles trailing `/` for directory-only patterns
+- Merges defaults + user patterns correctly
+- `!` in user file overrides hardcoded defaults
+- Returns `false` for paths not matching any pattern
+
+### `packages/core/src/__tests__/ignore-generator.test.ts`
+
+- Generates starter file with header comment
+- Detects existing directories and suggests relevant patterns
+- All suggestions are commented out (prefixed with `# `)
+- Doesn't overwrite existing file
+- Includes bin/obj suggestions when relevant
+
+---
+
+## File Structure
+
+| File | Purpose |
+|------|---------|
+| `packages/core/src/ignore-filter.ts` | Parse .understandignore, merge with defaults, filter paths |
+| `packages/core/src/ignore-generator.ts` | Generate starter file by scanning project structure |
+| `packages/core/src/__tests__/ignore-filter.test.ts` | Filter logic tests |
+| `packages/core/src/__tests__/ignore-generator.test.ts` | Generator tests |
+| `agents/project-scanner.md` | Add Layer 2 filtering via IgnoreFilter |
+| `skills/understand/SKILL.md` | Add Phase 0.5 (generate + pause for review) |
+| `packages/core/package.json` | Add `ignore` npm dependency |
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index f6efbda..327a918 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -42,6 +42,9 @@ importers:
       fuse.js:
         specifier: ^7.1.0
         version: 7.1.0
+      ignore:
+        specifier: ^7.0.5
+        version: 7.0.5
       tree-sitter-javascript:
         specifier: ^0.25.0
         version: 0.25.0
@@ -1586,6 +1589,10 @@ packages:
   http-cache-semantics@4.2.0:
     resolution: {integrity: sha512-dTxcvPXqPvXBQpq5dUr6mEMJX4oIEFv6bwom3FDwKRDsuIjjJGANqhBuoAn9c1RQJIdAKav33ED65E2ys+87QQ==}
 
+  ignore@7.0.5:
+    resolution: {integrity: sha512-Hs59xBNfUIunMFgWAbGX5cq6893IbWg4KnrjbYwX3tx0ztorVgTDA6B2sxf8ejHJ4wz8BqGUMYlnzNBer5NvGg==}
+    engines: {node: '>= 4'}
+
   inline-style-parser@0.2.7:
     resolution: {integrity: sha512-Nb2ctOyNR8DqQoR0OwRG95uNWIC0C1lCgf5Naz5H6Ji72KZ8OcFZLz2P5sNgwlyoJ8Yif11oMuYs5pBQa86csA==}
 
@@ -4121,6 +4128,8 @@ snapshots:
 
   http-cache-semantics@4.2.0: {}
 
+  ignore@7.0.5: {}
+
   inline-style-parser@0.2.7: {}
 
   iron-webcrypto@1.2.1: {}
diff --git a/understand-anything-plugin/agents/project-scanner.md b/understand-anything-plugin/agents/project-scanner.md
index e8814f9..2ccc2fe 100644
--- a/understand-anything-plugin/agents/project-scanner.md
+++ b/understand-anything-plugin/agents/project-scanner.md
@@ -39,7 +39,7 @@ Discover all tracked files. In order of preference:
 
 Remove ALL files matching these patterns:
 - **Dependency directories:** paths containing `node_modules/`, `.git/`, `vendor/`, `venv/`, `.venv/`, `__pycache__/`
-- **Build output:** paths with a directory segment matching `dist/`, `build/`, `out/`, `coverage/`, `.next/`, `.cache/`, `.turbo/`, `target/` (Rust) — match full directory segments only, not substrings (e.g., `buildSrc/` should NOT be excluded)
+- **Build output:** paths with a directory segment matching `dist/`, `build/`, `out/`, `coverage/`, `.next/`, `.cache/`, `.turbo/`, `target/` (Rust), `obj/` (.NET) — match full directory segments only, not substrings (e.g., `buildSrc/` should NOT be excluded). Note: `bin/` is NOT excluded by default because Node.js and Ruby projects use `bin/` for CLI launchers; .NET users can add `bin/` to `.understandignore`.
 - **Lock files:** `*.lock`, `package-lock.json`, `yarn.lock`, `pnpm-lock.yaml`
 - **Binary/asset files:** `.png`, `.jpg`, `.jpeg`, `.gif`, `.svg`, `.ico`, `.woff`, `.woff2`, `.ttf`, `.eot`, `.mp3`, `.mp4`, `.pdf`, `.zip`, `.tar`, `.gz`
 - **Generated files:** `*.min.js`, `*.min.css`, `*.map`, `*.generated.*` (note: do NOT exclude `*.d.ts` — many projects have hand-written declaration files)
@@ -58,6 +58,18 @@ Remove ALL files matching these patterns:
 
 **Note on package manifests:** Config files read for framework detection (`package.json`, `tsconfig.json`, `Cargo.toml`, `go.mod`, `pyproject.toml`, etc.) should also appear in the file list with `fileCategory: "config"`.
 
+**Step 2.5 -- User-Configured Filtering (.understandignore)**
+
+When `.understandignore` files exist, **replace** Step 2's hardcoded filtering with a unified filter that combines defaults and user patterns in a single pass. This ensures `!` negation patterns can override defaults.
+
+1. Check if `$PROJECT_ROOT/.understand-anything/.understandignore` exists. If so, read it.
+2. Check if `$PROJECT_ROOT/.understandignore` exists. If so, read it.
+3. If neither file exists, skip this step entirely — Step 2's hardcoded filtering is sufficient.
+4. If at least one file exists, re-filter the **original file list from Step 1** (not the Step 2 output) using the `createIgnoreFilter` function from `@understand-anything/core`, which merges hardcoded defaults and user patterns into a single `.gitignore`-compatible matcher. This ensures `!` negation in user files can override hardcoded defaults (e.g., `!dist/` force-includes dist/ files).
+5. Track the count of additional files removed beyond Step 2's baseline as `filteredByIgnore`.
+
+This filtering must be deterministic (not LLM-based). Use a Node.js script with the `ignore` npm package from `@understand-anything/core`.
+
 **Step 3 -- Language Detection**
 
 Map file extensions to language identifiers:
@@ -217,6 +229,7 @@ The script must write this exact JSON structure to the output file:
     {"path": "package.json", "language": "json", "sizeLines": 35, "fileCategory": "config"}
   ],
   "totalFiles": 42,
+  "filteredByIgnore": 0,
   "estimatedComplexity": "moderate",
   "importMap": {
     "src/index.ts": ["src/utils.ts", "src/config.ts"],
@@ -237,6 +250,7 @@ The script must write this exact JSON structure to the output file:
 - `files` (object[]) -- every discovered file, sorted by `path` alphabetically
 - `files[].fileCategory` (string) -- one of: `code`, `config`, `docs`, `infra`, `data`, `script`, `markup`
 - `totalFiles` (integer) -- must equal `files.length`
+- `filteredByIgnore` (integer) -- count of files removed by `.understandignore` patterns in Step 2.5; 0 if no `.understandignore` file exists
 - `estimatedComplexity` (string) -- one of `small`, `moderate`, `large`, `very-large`
 - `importMap` (object) -- map from every file path to its list of resolved project-internal import paths; empty array for non-code files and files with no resolved imports; external packages excluded
 
@@ -281,6 +295,7 @@ Then assemble the final output JSON:
     {"path": "Dockerfile", "language": "dockerfile", "sizeLines": 22, "fileCategory": "infra"}
   ],
   "totalFiles": 42,
+  "filteredByIgnore": 0,
   "estimatedComplexity": "moderate",
   "importMap": {
     "src/index.ts": ["src/utils.ts"]
@@ -295,6 +310,7 @@ Then assemble the final output JSON:
 - `frameworks` (string[]): directly from script output
 - `files` (object[]): directly from script output, including `fileCategory` per file
 - `totalFiles` (integer): directly from script output
+- `filteredByIgnore` (integer): directly from script output
 - `estimatedComplexity` (string): directly from script output
 - `importMap` (object): directly from script output
 
diff --git a/understand-anything-plugin/packages/core/package.json b/understand-anything-plugin/packages/core/package.json
index 457aae8..2318ddc 100644
--- a/understand-anything-plugin/packages/core/package.json
+++ b/understand-anything-plugin/packages/core/package.json
@@ -38,6 +38,7 @@
   },
   "dependencies": {
     "fuse.js": "^7.1.0",
+    "ignore": "^7.0.5",
     "tree-sitter-javascript": "^0.25.0",
     "tree-sitter-typescript": "^0.23.2",
     "web-tree-sitter": "^0.26.6",
diff --git a/understand-anything-plugin/packages/core/src/__tests__/ignore-filter.test.ts b/understand-anything-plugin/packages/core/src/__tests__/ignore-filter.test.ts
new file mode 100644
index 0000000..d7f9626
--- /dev/null
+++ b/understand-anything-plugin/packages/core/src/__tests__/ignore-filter.test.ts
@@ -0,0 +1,155 @@
+import { describe, it, expect, beforeEach, afterEach } from "vitest";
+import { createIgnoreFilter, DEFAULT_IGNORE_PATTERNS } from "../ignore-filter";
+import { mkdirSync, writeFileSync, rmSync } from "node:fs";
+import { join } from "node:path";
+import { tmpdir } from "node:os";
+
+describe("IgnoreFilter", () => {
+  let testDir: string;
+
+  beforeEach(() => {
+    testDir = join(tmpdir(), `ignore-filter-test-${Date.now()}`);
+    mkdirSync(testDir, { recursive: true });
+    mkdirSync(join(testDir, ".understand-anything"), { recursive: true });
+  });
+
+  afterEach(() => {
+    rmSync(testDir, { recursive: true, force: true });
+  });
+
+  describe("DEFAULT_IGNORE_PATTERNS", () => {
+    it("contains node_modules", () => {
+      expect(DEFAULT_IGNORE_PATTERNS).toContain("node_modules/");
+    });
+
+    it("contains .git", () => {
+      expect(DEFAULT_IGNORE_PATTERNS).toContain(".git/");
+    });
+
+    it("contains obj for .NET", () => {
+      expect(DEFAULT_IGNORE_PATTERNS).toContain("obj/");
+    });
+
+    it("does not contain bin (used by Node/Ruby CLI launchers)", () => {
+      expect(DEFAULT_IGNORE_PATTERNS).not.toContain("bin/");
+    });
+
+    it("contains build output directories", () => {
+      expect(DEFAULT_IGNORE_PATTERNS).toContain("dist/");
+      expect(DEFAULT_IGNORE_PATTERNS).toContain("build/");
+      expect(DEFAULT_IGNORE_PATTERNS).toContain("out/");
+      expect(DEFAULT_IGNORE_PATTERNS).toContain("coverage/");
+    });
+  });
+
+  describe("createIgnoreFilter with no user file", () => {
+    it("ignores files matching default patterns", () => {
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored("node_modules/foo/bar.js")).toBe(true);
+      expect(filter.isIgnored("dist/index.js")).toBe(true);
+      expect(filter.isIgnored(".git/config")).toBe(true);
+      expect(filter.isIgnored("obj/Release/net8.0/app.dll")).toBe(true);
+    });
+
+    it("does not ignore source files", () => {
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored("src/index.ts")).toBe(false);
+      expect(filter.isIgnored("README.md")).toBe(false);
+      expect(filter.isIgnored("package.json")).toBe(false);
+    });
+
+    it("ignores lock files", () => {
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored("pnpm-lock.yaml")).toBe(true);
+      expect(filter.isIgnored("package-lock.json")).toBe(true);
+      expect(filter.isIgnored("yarn.lock")).toBe(true);
+    });
+
+    it("ignores binary/asset files", () => {
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored("logo.png")).toBe(true);
+      expect(filter.isIgnored("font.woff2")).toBe(true);
+      expect(filter.isIgnored("doc.pdf")).toBe(true);
+    });
+
+    it("ignores generated files", () => {
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored("bundle.min.js")).toBe(true);
+      expect(filter.isIgnored("style.min.css")).toBe(true);
+      expect(filter.isIgnored("source.map")).toBe(true);
+    });
+
+    it("ignores IDE directories", () => {
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored(".idea/workspace.xml")).toBe(true);
+      expect(filter.isIgnored(".vscode/settings.json")).toBe(true);
+    });
+  });
+
+  describe("createIgnoreFilter with user .understandignore", () => {
+    it("reads patterns from .understand-anything/.understandignore", () => {
+      writeFileSync(
+        join(testDir, ".understand-anything", ".understandignore"),
+        "# Exclude tests\n__tests__/\n*.test.ts\n"
+      );
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored("__tests__/foo.test.ts")).toBe(true);
+      expect(filter.isIgnored("src/utils.test.ts")).toBe(true);
+      expect(filter.isIgnored("src/utils.ts")).toBe(false);
+    });
+
+    it("reads patterns from project root .understandignore", () => {
+      writeFileSync(
+        join(testDir, ".understandignore"),
+        "docs/\n"
+      );
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored("docs/README.md")).toBe(true);
+      expect(filter.isIgnored("src/index.ts")).toBe(false);
+    });
+
+    it("handles # comments and blank lines", () => {
+      writeFileSync(
+        join(testDir, ".understand-anything", ".understandignore"),
+        "# This is a comment\n\n\nfixtures/\n\n# Another comment\n"
+      );
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored("fixtures/data.json")).toBe(true);
+      expect(filter.isIgnored("src/index.ts")).toBe(false);
+    });
+
+    it("supports ! negation to override defaults", () => {
+      writeFileSync(
+        join(testDir, ".understand-anything", ".understandignore"),
+        "!dist/\n"
+      );
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored("dist/index.js")).toBe(false);
+    });
+
+    it("supports ** recursive matching", () => {
+      writeFileSync(
+        join(testDir, ".understand-anything", ".understandignore"),
+        "**/snapshots/\n"
+      );
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored("src/components/snapshots/Button.snap")).toBe(true);
+      expect(filter.isIgnored("snapshots/foo.snap")).toBe(true);
+    });
+
+    it("merges .understand-anything/ and root .understandignore", () => {
+      writeFileSync(
+        join(testDir, ".understand-anything", ".understandignore"),
+        "__tests__/\n"
+      );
+      writeFileSync(
+        join(testDir, ".understandignore"),
+        "fixtures/\n"
+      );
+      const filter = createIgnoreFilter(testDir);
+      expect(filter.isIgnored("__tests__/foo.ts")).toBe(true);
+      expect(filter.isIgnored("fixtures/data.json")).toBe(true);
+      expect(filter.isIgnored("src/index.ts")).toBe(false);
+    });
+  });
+});
diff --git a/understand-anything-plugin/packages/core/src/__tests__/ignore-generator.test.ts b/understand-anything-plugin/packages/core/src/__tests__/ignore-generator.test.ts
new file mode 100644
index 0000000..5d47140
--- /dev/null
+++ b/understand-anything-plugin/packages/core/src/__tests__/ignore-generator.test.ts
@@ -0,0 +1,162 @@
+import { describe, it, expect, beforeEach, afterEach } from "vitest";
+import { generateStarterIgnoreFile } from "../ignore-generator";
+import { mkdirSync, rmSync, writeFileSync } from "node:fs";
+import { join } from "node:path";
+import { tmpdir } from "node:os";
+
+describe("generateStarterIgnoreFile", () => {
+  let testDir: string;
+
+  beforeEach(() => {
+    testDir = join(tmpdir(), `ignore-gen-test-${Date.now()}`);
+    mkdirSync(testDir, { recursive: true });
+  });
+
+  afterEach(() => {
+    rmSync(testDir, { recursive: true, force: true });
+  });
+
+  it("includes a header comment explaining the file", () => {
+    const content = generateStarterIgnoreFile(testDir);
+    expect(content).toContain(".understandignore");
+    expect(content).toContain("same as .gitignore");
+    expect(content).toContain("Built-in defaults");
+  });
+
+  it("all suggestions are commented out", () => {
+    mkdirSync(join(testDir, "__tests__"), { recursive: true });
+    mkdirSync(join(testDir, "docs"), { recursive: true });
+    const content = generateStarterIgnoreFile(testDir);
+    const lines = content.split("\n").filter((l) => l.trim() && !l.startsWith("#"));
+    expect(lines).toHaveLength(0);
+  });
+
+  it("suggests __tests__ when directory exists", () => {
+    mkdirSync(join(testDir, "__tests__"), { recursive: true });
+    const content = generateStarterIgnoreFile(testDir);
+    expect(content).toContain("# __tests__/");
+  });
+
+  it("suggests docs when directory exists", () => {
+    mkdirSync(join(testDir, "docs"), { recursive: true });
+    const content = generateStarterIgnoreFile(testDir);
+    expect(content).toContain("# docs/");
+  });
+
+  it("suggests test and tests when they exist", () => {
+    mkdirSync(join(testDir, "test"), { recursive: true });
+    mkdirSync(join(testDir, "tests"), { recursive: true });
+    const content = generateStarterIgnoreFile(testDir);
+    expect(content).toContain("# test/");
+    expect(content).toContain("# tests/");
+  });
+
+  it("suggests fixtures when directory exists", () => {
+    mkdirSync(join(testDir, "fixtures"), { recursive: true });
+    const content = generateStarterIgnoreFile(testDir);
+    expect(content).toContain("# fixtures/");
+  });
+
+  it("suggests examples when directory exists", () => {
+    mkdirSync(join(testDir, "examples"), { recursive: true });
+    const content = generateStarterIgnoreFile(testDir);
+    expect(content).toContain("# examples/");
+  });
+
+  it("suggests .storybook when directory exists", () => {
+    mkdirSync(join(testDir, ".storybook"), { recursive: true });
+    const content = generateStarterIgnoreFile(testDir);
+    expect(content).toContain("# .storybook/");
+  });
+
+  it("suggests migrations when directory exists", () => {
+    mkdirSync(join(testDir, "migrations"), { recursive: true });
+    const content = generateStarterIgnoreFile(testDir);
+    expect(content).toContain("# migrations/");
+  });
+
+  it("suggests scripts when directory exists", () => {
+    mkdirSync(join(testDir, "scripts"), { recursive: true });
+    const content = generateStarterIgnoreFile(testDir);
+    expect(content).toContain("# scripts/");
+  });
+
+  it("always includes generic test file suggestions", () => {
+    const content = generateStarterIgnoreFile(testDir);
+    expect(content).toContain("# *.snap");
+    expect(content).toContain("# *.test.*");
+    expect(content).toContain("# *.spec.*");
+  });
+
+  it("does not suggest directories that don't exist", () => {
+    const content = generateStarterIgnoreFile(testDir);
+    expect(content).not.toContain("# __tests__/");
+    expect(content).not.toContain("# .storybook/");
+    expect(content).not.toContain("# fixtures/");
+  });
+
+  describe(".gitignore integration", () => {
+    it("includes .gitignore patterns not covered by defaults", () => {
+      writeFileSync(join(testDir, ".gitignore"), ".env\nsecrets/\n*.pyc\n");
+      const content = generateStarterIgnoreFile(testDir);
+      expect(content).toContain("From .gitignore");
+      expect(content).toContain("# .env");
+      expect(content).toContain("# secrets/");
+      expect(content).toContain("# *.pyc");
+    });
+
+    it("excludes .gitignore patterns already in defaults", () => {
+      writeFileSync(join(testDir, ".gitignore"), "node_modules/\ndist/\n.env\n");
+      const content = generateStarterIgnoreFile(testDir);
+      // .env is not in defaults, should appear
+      expect(content).toContain("# .env");
+      // node_modules/ and dist/ are in defaults, should not appear in .gitignore section
+      const gitignoreSection = content.split("From .gitignore")[1]?.split("---")[0] ?? "";
+      expect(gitignoreSection).not.toContain("node_modules");
+      expect(gitignoreSection).not.toContain("dist");
+    });
+
+    it("skips .gitignore comments and blank lines", () => {
+      writeFileSync(join(testDir, ".gitignore"), "# a comment\n\n.env\n  \n");
+      const content = generateStarterIgnoreFile(testDir);
+      expect(content).toContain("# .env");
+      // Should not include the original comment as a pattern
+      const gitignoreSection = content.split("From .gitignore")[1]?.split("---")[0] ?? "";
+      expect(gitignoreSection).not.toContain("a comment");
+    });
+
+    it("handles .gitignore with trailing-slash normalization for defaults", () => {
+      // "dist" without trailing slash should still match "dist/" default
+      writeFileSync(join(testDir, ".gitignore"), "dist\ncoverage\n.env\n");
+      const content = generateStarterIgnoreFile(testDir);
+      expect(content).toContain("From .gitignore");
+      // Extract lines between the .gitignore header and the next section header
+      const lines = content.split("\n");
+      const headerIdx = lines.findIndex((l) => l.includes("From .gitignore"));
+      const nextSectionIdx = lines.findIndex((l, i) => i > headerIdx && l.startsWith("# ---"));
+      const sectionLines = lines.slice(headerIdx + 1, nextSectionIdx === -1 ? undefined : nextSectionIdx);
+      const patterns = sectionLines.filter((l) => l.startsWith("# ") && !l.startsWith("# ---")).map((l) => l.slice(2));
+      expect(patterns).toContain(".env");
+      expect(patterns).not.toContain("dist");
+      expect(patterns).not.toContain("coverage");
+    });
+
+    it("omits .gitignore section when no .gitignore exists", () => {
+      const content = generateStarterIgnoreFile(testDir);
+      expect(content).not.toContain("From .gitignore");
+    });
+
+    it("omits .gitignore section when all patterns are covered by defaults", () => {
+      writeFileSync(join(testDir, ".gitignore"), "node_modules/\ndist/\n*.lock\n");
+      const content = generateStarterIgnoreFile(testDir);
+      expect(content).not.toContain("From .gitignore");
+    });
+
+    it("all .gitignore suggestions are commented out", () => {
+      writeFileSync(join(testDir, ".gitignore"), ".env\nsecrets/\n*.pyc\n");
+      const content = generateStarterIgnoreFile(testDir);
+      const lines = content.split("\n").filter((l) => l.trim() && !l.startsWith("#"));
+      expect(lines).toHaveLength(0);
+    });
+  });
+});
diff --git a/understand-anything-plugin/packages/core/src/ignore-filter.ts b/understand-anything-plugin/packages/core/src/ignore-filter.ts
new file mode 100644
index 0000000..a56d2e3
--- /dev/null
+++ b/understand-anything-plugin/packages/core/src/ignore-filter.ts
@@ -0,0 +1,111 @@
+import ignore, { type Ignore } from "ignore";
+import { readFileSync, existsSync } from "node:fs";
+import { join } from "node:path";
+
+/**
+ * Hardcoded default ignore patterns matching the project-scanner agent's
+ * exclusion rules, plus bin/obj for .NET projects.
+ */
+export const DEFAULT_IGNORE_PATTERNS: string[] = [
+  // Dependency directories
+  "node_modules/",
+  ".git/",
+  "vendor/",
+  "venv/",
+  ".venv/",
+  "__pycache__/",
+
+  // Build output
+  "dist/",
+  "build/",
+  "out/",
+  "coverage/",
+  ".next/",
+  ".cache/",
+  ".turbo/",
+  "target/",
+  "obj/",
+
+  // Lock files
+  "*.lock",
+  "package-lock.json",
+  "yarn.lock",
+  "pnpm-lock.yaml",
+
+  // Binary/asset files
+  "*.png",
+  "*.jpg",
+  "*.jpeg",
+  "*.gif",
+  "*.svg",
+  "*.ico",
+  "*.woff",
+  "*.woff2",
+  "*.ttf",
+  "*.eot",
+  "*.mp3",
+  "*.mp4",
+  "*.pdf",
+  "*.zip",
+  "*.tar",
+  "*.gz",
+
+  // Generated files
+  "*.min.js",
+  "*.min.css",
+  "*.map",
+  "*.generated.*",
+
+  // IDE/editor
+  ".idea/",
+  ".vscode/",
+
+  // Misc
+  "LICENSE",
+  ".gitignore",
+  ".editorconfig",
+  ".prettierrc",
+  ".eslintrc*",
+  "*.log",
+];
+
+export interface IgnoreFilter {
+  /** Returns true if the given relative path should be excluded from analysis. */
+  isIgnored(relativePath: string): boolean;
+}
+
+/**
+ * Creates an IgnoreFilter that merges hardcoded defaults with user-defined
+ * patterns from .understandignore files.
+ *
+ * Pattern load order (later entries can override earlier ones via ! negation):
+ * 1. Hardcoded defaults
+ * 2. .understand-anything/.understandignore (if exists)
+ * 3. .understandignore at project root (if exists)
+ */
+export function createIgnoreFilter(projectRoot: string): IgnoreFilter {
+  const ig: Ignore = ignore();
+
+  // Layer 1: hardcoded defaults
+  ig.add(DEFAULT_IGNORE_PATTERNS);
+
+  // Layer 2: .understand-anything/.understandignore
+  const projectIgnorePath = join(projectRoot, ".understand-anything", ".understandignore");
+  if (existsSync(projectIgnorePath)) {
+    const content = readFileSync(projectIgnorePath, "utf-8");
+    ig.add(content);
+  }
+
+  // Layer 3: .understandignore at project root
+  const rootIgnorePath = join(projectRoot, ".understandignore");
+  if (existsSync(rootIgnorePath)) {
+    const content = readFileSync(rootIgnorePath, "utf-8");
+    ig.add(content);
+  }
+
+  return {
+    isIgnored(relativePath: string): boolean {
+      return ig.ignores(relativePath);
+    },
+  };
+}
diff --git a/understand-anything-plugin/packages/core/src/ignore-generator.ts b/understand-anything-plugin/packages/core/src/ignore-generator.ts
new file mode 100644
index 0000000..f0e49ac
--- /dev/null
+++ b/understand-anything-plugin/packages/core/src/ignore-generator.ts
@@ -0,0 +1,102 @@
+import { existsSync, readFileSync } from "node:fs";
+import { join } from "node:path";
+import { DEFAULT_IGNORE_PATTERNS } from "./ignore-filter.js";
+
+const HEADER = `# .understandignore — patterns for files/dirs to exclude from analysis
+# Syntax: same as .gitignore (globs, # comments, ! negation, trailing / for dirs)
+# Lines below are suggestions — uncomment to activate.
+# Use ! prefix to force-include something excluded by defaults.
+#
+# Built-in defaults (always excluded unless negated):
+#   node_modules/, .git/, dist/, build/, obj/, *.lock, *.min.js, etc.
+#
+`;
+
+const DETECTABLE_DIRS = [
+  { dir: "__tests__", pattern: "__tests__/" },
+  { dir: "test", pattern: "test/" },
+  { dir: "tests", pattern: "tests/" },
+  { dir: "fixtures", pattern: "fixtures/" },
+  { dir: "testdata", pattern: "testdata/" },
+  { dir: "docs", pattern: "docs/" },
+  { dir: "examples", pattern: "examples/" },
+  { dir: "scripts", pattern: "scripts/" },
+  { dir: "migrations", pattern: "migrations/" },
+  { dir: ".storybook", pattern: ".storybook/" },
+];
+
+const GENERIC_SUGGESTIONS = [
+  "*.test.*",
+  "*.spec.*",
+  "*.snap",
+];
+
+/**
+ * Parses a .gitignore file and returns active patterns (no comments, no blanks).
+ */
+function parseGitignorePatterns(gitignorePath: string): string[] {
+  if (!existsSync(gitignorePath)) return [];
+  const content = readFileSync(gitignorePath, "utf-8");
+  return content
+    .split("\n")
+    .map((line) => line.trim())
+    .filter((line) => line.length > 0 && !line.startsWith("#"));
+}
+
+/**
+ * Returns true if a gitignore pattern is already covered by the hardcoded defaults.
+ * Normalizes trailing slashes for comparison.
+ */
+function isCoveredByDefaults(pattern: string): boolean {
+  const normalize = (p: string) => p.replace(/\/+$/, "");
+  const normalized = normalize(pattern);
+  return DEFAULT_IGNORE_PATTERNS.some((d) => normalize(d) === normalized);
+}
+
+/**
+ * Generates a starter .understandignore file content by scanning the project
+ * for common directories and reading .gitignore patterns.
+ * All suggestions are commented out — this is a one-time generation.
+ */
+export function generateStarterIgnoreFile(projectRoot: string): string {
+  const sections: string[] = [HEADER];
+
+  // Section 1: patterns from .gitignore not already in defaults
+  const gitignorePath = join(projectRoot, ".gitignore");
+  const gitignorePatterns = parseGitignorePatterns(gitignorePath).filter(
+    (p) => !isCoveredByDefaults(p),
+  );
+
+  if (gitignorePatterns.length > 0) {
+    sections.push("# --- From .gitignore (uncomment to exclude) ---\n");
+    for (const pattern of gitignorePatterns) {
+      sections.push(`# ${pattern}`);
+    }
+    sections.push("");
+  }
+
+  // Section 2: detected directories
+  const detected: string[] = [];
+  for (const { dir, pattern } of DETECTABLE_DIRS) {
+    if (existsSync(join(projectRoot, dir))) {
+      detected.push(pattern);
+    }
+  }
+
+  if (detected.length > 0) {
+    sections.push("# --- Detected directories (uncomment to exclude) ---\n");
+    for (const pattern of detected) {
+      sections.push(`# ${pattern}`);
+    }
+    sections.push("");
+  }
+
+  // Section 3: generic test patterns
+  sections.push("# --- Test file patterns (uncomment to exclude) ---\n");
+  for (const pattern of GENERIC_SUGGESTIONS) {
+    sections.push(`# ${pattern}`);
+  }
+  sections.push("");
+
+  return sections.join("\n");
+}
diff --git a/understand-anything-plugin/packages/core/src/index.ts b/understand-anything-plugin/packages/core/src/index.ts
index 756284d..0375dad 100644
--- a/understand-anything-plugin/packages/core/src/index.ts
+++ b/understand-anything-plugin/packages/core/src/index.ts
@@ -114,3 +114,9 @@ export {
   ShellParser,
   registerAllParsers,
 } from "./plugins/parsers/index.js";
+export {
+  createIgnoreFilter,
+  DEFAULT_IGNORE_PATTERNS,
+  type IgnoreFilter,
+} from "./ignore-filter.js";
+export { generateStarterIgnoreFile } from "./ignore-generator.js";
diff --git a/understand-anything-plugin/pnpm-lock.yaml b/understand-anything-plugin/pnpm-lock.yaml
index 9f2efe4..72c86ba 100644
--- a/understand-anything-plugin/pnpm-lock.yaml
+++ b/understand-anything-plugin/pnpm-lock.yaml
@@ -27,6 +27,9 @@ importers:
       fuse.js:
         specifier: ^7.1.0
         version: 7.1.0
+      ignore:
+        specifier: ^7.0.5
+        version: 7.0.5
       tree-sitter-javascript:
         specifier: ^0.25.0
         version: 0.25.0
@@ -1015,6 +1018,10 @@ packages:
   html-url-attributes@3.0.1:
     resolution: {integrity: sha512-ol6UPyBWqsrO6EJySPz2O7ZSr856WDrEzM5zMqp+FJJLGMW35cLYmmZnl0vztAZxRUoNZJFTCohfjuIJ8I4QBQ==}
 
+  ignore@7.0.5:
+    resolution: {integrity: sha512-Hs59xBNfUIunMFgWAbGX5cq6893IbWg4KnrjbYwX3tx0ztorVgTDA6B2sxf8ejHJ4wz8BqGUMYlnzNBer5NvGg==}
+    engines: {node: '>= 4'}
+
   inline-style-parser@0.2.7:
     resolution: {integrity: sha512-Nb2ctOyNR8DqQoR0OwRG95uNWIC0C1lCgf5Naz5H6Ji72KZ8OcFZLz2P5sNgwlyoJ8Yif11oMuYs5pBQa86csA==}
 
@@ -2203,6 +2210,14 @@ snapshots:
     optionalDependencies:
       vite: 6.4.1(@types/node@22.19.15)(jiti@2.6.1)(lightningcss@1.32.0)(yaml@2.8.3)
 
+  '@vitest/mocker@3.2.4(vite@6.4.1(@types/node@25.5.0)(jiti@2.6.1)(lightningcss@1.32.0)(yaml@2.8.3))':
+    dependencies:
+      '@vitest/spy': 3.2.4
+      estree-walker: 3.0.3
+      magic-string: 0.30.21
+    optionalDependencies:
+      vite: 6.4.1(@types/node@25.5.0)(jiti@2.6.1)(lightningcss@1.32.0)(yaml@2.8.3)
+
   '@vitest/pretty-format@3.2.4':
     dependencies:
       tinyrainbow: 2.0.0
@@ -2513,6 +2528,8 @@ snapshots:
 
   html-url-attributes@3.0.1: {}
 
+  ignore@7.0.5: {}
+
   inline-style-parser@0.2.7: {}
 
   is-alphabetical@2.0.1: {}
@@ -3283,7 +3300,7 @@ snapshots:
     dependencies:
       '@types/chai': 5.2.3
       '@vitest/expect': 3.2.4
-      '@vitest/mocker': 3.2.4(vite@6.4.1(@types/node@22.19.15)(jiti@2.6.1)(lightningcss@1.32.0)(yaml@2.8.3))
+      '@vitest/mocker': 3.2.4(vite@6.4.1(@types/node@25.5.0)(jiti@2.6.1)(lightningcss@1.32.0)(yaml@2.8.3))
       '@vitest/pretty-format': 3.2.4
       '@vitest/runner': 3.2.4
       '@vitest/snapshot': 3.2.4
diff --git a/understand-anything-plugin/skills/understand/SKILL.md b/understand-anything-plugin/skills/understand/SKILL.md
index be26f59..efebf1e 100644
--- a/understand-anything-plugin/skills/understand/SKILL.md
+++ b/understand-anything-plugin/skills/understand/SKILL.md
@@ -77,6 +77,47 @@ Determine whether to run a full analysis or incremental update.
 
 ---
 
+## Phase 0.5 — Ignore Configuration
+
+Set up and verify the `.understandignore` file before scanning.
+
+1. Check if `$PROJECT_ROOT/.understand-anything/.understandignore` exists.
+2. **If it does NOT exist**, generate a starter file:
+   - Run the following Node.js one-liner in `$PROJECT_ROOT` (reads `.gitignore` and deduplicates against built-in defaults):
+     ```bash
+     node -e "
+     const fs = require('fs');
+     const path = require('path');
+     const root = process.cwd();
+     const defaults = ['node_modules/','node_modules','.git/','vendor/','venv/','.venv/','__pycache__/','dist/','dist','build/','build','out/','coverage/','coverage','.next/','.cache/','.turbo/','target/','obj/','*.lock','package-lock.json','yarn.lock','pnpm-lock.yaml','*.png','*.jpg','*.jpeg','*.gif','*.svg','*.ico','*.woff','*.woff2','*.ttf','*.eot','*.mp3','*.mp4','*.pdf','*.zip','*.tar','*.gz','*.min.js','*.min.css','*.map','*.generated.*','.idea/','.vscode/','LICENSE','.gitignore','.editorconfig','.prettierrc','.eslintrc*','*.log'];
+     const norm = p => p.replace(/\/+$/, '');
+     const defaultSet = new Set(defaults.map(norm));
+     const header = '# .understandignore — patterns for files/dirs to exclude from analysis\n# Syntax: same as .gitignore (globs, # comments, ! negation, trailing / for dirs)\n# Lines below are suggestions — uncomment to activate.\n# Use ! prefix to force-include something excluded by defaults.\n#\n# Built-in defaults (always excluded unless negated):\n#   node_modules/, .git/, dist/, build/, obj/, *.lock, *.min.js, etc.\n#\n';
+     let body = '';
+     const gitignorePath = path.join(root, '.gitignore');
+     if (fs.existsSync(gitignorePath)) {
+       const gi = fs.readFileSync(gitignorePath, 'utf-8').split('\n').map(l => l.trim()).filter(l => l && !l.startsWith('#')).filter(p => !defaultSet.has(norm(p)));
+       if (gi.length) { body += '# --- From .gitignore (uncomment to exclude) ---\n\n' + gi.map(p => '# ' + p).join('\n') + '\n\n'; }
+     }
+     const dirs = ['__tests__','test','tests','fixtures','testdata','docs','examples','scripts','migrations','.storybook'];
+     const found = dirs.filter(d => fs.existsSync(path.join(root, d)));
+     if (found.length) { body += '# --- Detected directories (uncomment to exclude) ---\n\n' + found.map(d => '# ' + d + '/').join('\n') + '\n\n'; }
+     body += '# --- Test file patterns (uncomment to exclude) ---\n\n# *.test.*\n# *.spec.*\n# *.snap\n';
+     const outDir = path.join(root, '.understand-anything');
+     if (!fs.existsSync(outDir)) fs.mkdirSync(outDir, { recursive: true });
+     fs.writeFileSync(path.join(outDir, '.understandignore'), header + body);
+     "
+     ```
+   - Report to the user:
+     > Generated `.understand-anything/.understandignore` with suggested exclusions based on your project structure. Please review it and uncomment any patterns you'd like to exclude from analysis. When ready, confirm to continue.
+   - **Wait for user confirmation before proceeding.**
+3. **If it already exists**, report:
+   > Found `.understand-anything/.understandignore`. Review it if needed, then confirm to continue.
+   - **Wait for user confirmation before proceeding.**
+4. After confirmation, proceed to Phase 1.
+
+---
+
 ## Phase 1 — SCAN (Full analysis only)
 
 Dispatch a subagent using the `project-scanner` agent definition (at `agents/project-scanner.md`). Append the following additional context:
@@ -113,6 +154,9 @@ Store the file list as `$FILE_LIST` with `fileCategory` metadata for use in Phas
 
 **Gate check:** If >100 files, inform the user and suggest scoping with a subdirectory argument. Proceed only if user confirms or add guidance that this may take a while.
 
+If the scan result includes `filteredByIgnore > 0`, report:
+> Excluded {filteredByIgnore} files via `.understandignore`.
+
 ---
 
 ## Phase 2 — ANALYZE