diff --git a/src/core/orphan-policy.ts b/src/core/orphan-policy.ts
index 739fed020..aa3272dd0 100644
--- a/src/core/orphan-policy.ts
+++ b/src/core/orphan-policy.ts
@@ -33,6 +33,10 @@ const DENY_PREFIXES = [
   '_templates/',
   'openclaw/config/',
   'extracts/',
+  // auto_chronicle event volume (life/events/<day>-<hash>) — machine leaf, no
+  // inbound links by design. Deny-prefix (not whole `life/` first-segment) so
+  // human-authored life/diary/ stays IN the orphan denominator. (#2264)
+  'life/events/',
 ];
 
 const FIRST_SEGMENT_EXCLUSIONS = new Set([
diff --git a/test/doctor-orphan-ratio.test.ts b/test/doctor-orphan-ratio.test.ts
index 04da90705..29d293b1e 100644
--- a/test/doctor-orphan-ratio.test.ts
+++ b/test/doctor-orphan-ratio.test.ts
@@ -177,6 +177,38 @@ describe('runDoctor — orphan_ratio check (local surface, D5)', () => {
     expect(check!.message).toContain('gbrain extract links --by-mention');
   });
 
+  test('#2264 — auto_chronicle life/events/ volume is excluded, so it does not trip orphan_ratio', async () => {
+    // Healthy knowledge graph: 100 fully-linked entity pages (no real decay).
+    for (let i = 0; i < 100; i++) {
+      await engine.putPage(`people/person-${i}`, {
+        type: 'person', title: `Person ${i}`, compiled_truth: 'b', timeline: '', frontmatter: {},
+      });
+    }
+    await engine.putPage('writing/index', {
+      type: 'note', title: 'Index', compiled_truth: 'index', timeline: '', frontmatter: {},
+    });
+    const links = [];
+    for (let i = 0; i < 100; i++) {
+      links.push({
+        from_slug: 'writing/index',
+        to_slug: `people/person-${i}`,
+        link_type: 'mentions', link_source: 'markdown', context: '',
+      });
+    }
+    await engine.addLinksBatch(links);
+    // Machine chronicle volume: 500 life/events/ pages, no inbound links by
+    // design. Without the exclusion these swamp the denominator (~83% orphan
+    // → FAIL); excluded, orphan_ratio reflects the healthy knowledge graph.
+    for (let i = 0; i < 500; i++) {
+      await engine.putPage(`life/events/2026-08-${i}-evt`, {
+        type: 'event', title: `Event ${i}`, compiled_truth: 'e', timeline: '', frontmatter: {},
+      });
+    }
+    const report = await runDoctorJson();
+    const check = findCheck(report, 'orphan_ratio');
+    expect(check!.status).toBe('ok');
+  });
+
   test('zero entity pages → vacuous status ok', async () => {
     const report = await runDoctorJson();
     const check = findCheck(report, 'orphan_ratio');
diff --git a/test/orphans-pure-fn.test.ts b/test/orphans-pure-fn.test.ts
index 7dfd7a80e..c03b5c769 100644
--- a/test/orphans-pure-fn.test.ts
+++ b/test/orphans-pure-fn.test.ts
@@ -216,6 +216,8 @@ describe('shouldExclude — orphan filter regression (preserve curation)', () =>
     expect(shouldExclude('dashboards/_index')).toBe(true);
     expect(shouldExclude('scripts/build')).toBe(true);
     expect(shouldExclude('output/foo')).toBe(true);
+    // #2264 — auto_chronicle event volume (life/events/…) is a machine leaf.
+    expect(shouldExclude('life/events/2026-08-01-abc123')).toBe(true);
   });
 
   test('first-segment exclusions fire', () => {
@@ -245,6 +247,12 @@ describe('shouldExclude — orphan filter regression (preserve curation)', () =>
     expect(shouldExclude('companies/acme')).toBe(false);
     expect(shouldExclude('writing/post-1')).toBe(false);
     expect(shouldExclude('agents/arya/qa-reports/launch-review')).toBe(false);
+    // #2264 — knowledge classes must STAY in the denominator so real graph decay still trips.
+    expect(shouldExclude('concepts/information-architecture')).toBe(false);
+    expect(shouldExclude('notes/some-note')).toBe(false);
+    expect(shouldExclude('projects/proj-x')).toBe(false);
+    // #2264 — only life/events/ is excluded; human-authored life/diary/ stays counted.
+    expect(shouldExclude('life/diary/2026-08-01-xyz')).toBe(false);
   });
 });