diff --git a/.changeset/fix-session-title-filename-redaction.md b/.changeset/fix-session-title-filename-redaction.md
new file mode 100644
index 0000000000..a00428ec18
--- /dev/null
+++ b/.changeset/fix-session-title-filename-redaction.md
@@ -0,0 +1,5 @@
+---
+"@moonshot-ai/kimi-code": patch
+---
+
+Fix session titles redacting long hyphenated or underscored file names as if they were secret tokens.
diff --git a/packages/agent-core-v2/src/agent/prompt/promptMetadataText.ts b/packages/agent-core-v2/src/agent/prompt/promptMetadataText.ts
index 631c7c5d34..69945000ea 100644
--- a/packages/agent-core-v2/src/agent/prompt/promptMetadataText.ts
+++ b/packages/agent-core-v2/src/agent/prompt/promptMetadataText.ts
@@ -39,7 +39,15 @@ export function promptMetadataTextFromText(text: string): string | undefined {
       '$1=[redacted]',
     )
     .replaceAll(/\bsk-[A-Za-z0-9_-]{12,}\b/g, '[redacted]')
-    .replaceAll(/\b[A-Za-z0-9][A-Za-z0-9+/=_-]{39,}\b/g, '[redacted]')
+    .replaceAll(
+      /\b[A-Za-z0-9][A-Za-z0-9+/=_-]{39,}\b/g,
+      (match: string, offset: number, source: string) => {
+        const following = source.slice(offset + match.length);
+        return isFileNameStem(match, following) || isPathLike(match, offset, source)
+          ? match
+          : '[redacted]';
+      },
+    )
     .replaceAll(/\p{Cc}+/gu, ' ')
     .replaceAll(/\s+/g, ' ')
     .trim();
@@ -48,6 +56,51 @@ export function promptMetadataTextFromText(text: string): string | undefined {
   return sanitized.slice(0, MAX_LAST_PROMPT_LENGTH);
 }
 
+const SAFE_FILENAME_EXTENSIONS = new Set([
+  'md', 'markdown', 'txt', 'ts', 'tsx', 'mts', 'cts', 'js', 'jsx', 'mjs', 'cjs',
+  'py', 'rb', 'go', 'rs', 'java', 'kt', 'swift', 'c', 'h', 'cc', 'cpp', 'hpp',
+  'cs', 'css', 'scss', 'less', 'html', 'vue', 'svelte', 'php', 'sh', 'sql',
+  'graphql', 'proto', 'lua', 'dart',
+]);
+
+function isFileNameStem(stem: string, following: string): boolean {
+  if (!/^(?=.*[-_])[a-z0-9_-]+$/.test(stem)) return false;
+  return safeSuffixFollows(following);
+}
+
+function safeSuffixFollows(following: string): boolean {
+  const suffix = /^((?:\.[A-Za-z0-9]{1,8})+)(?![.A-Za-z0-9+/=_-])/.exec(following)?.[1];
+  if (suffix === undefined) return false;
+  const extension = suffix.slice(suffix.lastIndexOf('.') + 1);
+  return SAFE_FILENAME_EXTENSIONS.has(extension.toLowerCase());
+}
+
+function isPathLike(match: string, offset: number, source: string): boolean {
+  if (!match.includes('/')) return false;
+  const segments = match.split('/');
+  const directories = segments.slice(0, -1);
+  const base = segments[segments.length - 1];
+  if (!directories.every(isWordShapedSegment)) return false;
+  const following = source.slice(offset + match.length);
+  if (isFileNameStem(base, following)) return true;
+  if (base.length < 40 && /^[A-Za-z][A-Za-z0-9_-]*$/.test(base) && safeSuffixFollows(following)) {
+    return true;
+  }
+  if (!isWordShapedSegment(base)) return false;
+  if (segments.length < 3 || !segments.every((segment) => segment.length <= 24)) return false;
+  if (offset === 0 || source[offset - 1] !== '/') return false;
+  return PATH_ROOT_SEGMENTS.has(segments[0]) || source[offset - 2] === '~';
+}
+
+const PATH_ROOT_SEGMENTS = new Set([
+  'Users', 'Volumes', 'home', 'tmp', 'var', 'opt', 'usr', 'etc', 'root', 'mnt',
+  'media', 'srv',
+]);
+
+function isWordShapedSegment(segment: string): boolean {
+  return segment.length < 40 && /^([A-Z]?[a-z0-9_-]*|[A-Z0-9_-]+)$/.test(segment);
+}
+
 function promptPartText(part: ContentPart): string | undefined {
   switch (part.type) {
     case 'text': {
diff --git a/packages/agent-core-v2/test/agent/rpc/prompt-metadata.test.ts b/packages/agent-core-v2/test/agent/rpc/prompt-metadata.test.ts
index 7e1527c443..ef3cc9d2c5 100644
--- a/packages/agent-core-v2/test/agent/rpc/prompt-metadata.test.ts
+++ b/packages/agent-core-v2/test/agent/rpc/prompt-metadata.test.ts
@@ -7,6 +7,9 @@
  *   - an inline image-compression caption (harness metadata placed next to
  *     the image by prompt ingestion) never leaks into titles/lastPrompt,
  *     whether it is a standalone text part or merged into the user's text
+ *   - sanitization keeps slug-shaped text/code file names readable while
+ *     bare tokens, `sk-` keys (even with a file extension), git SHAs, and
+ *     JWT segments stay redacted
  */
 
 import { describe, expect, it } from 'vitest';
@@ -53,3 +56,81 @@ describe('promptMetadataTextFromPayload', () => {
     expect(text).not.toContain('Image compressed');
   });
 });
+
+describe('prompt metadata sanitization', () => {
+  const sanitize = (text: string) =>
+    promptMetadataTextFromPayload({ input: [{ type: 'text', text }] });
+
+  it('keeps slug-shaped stems of text/code files readable', () => {
+    expect(sanitize('帮我看看 refact-000-08-12-external-hooks-feature-scopes.ts 这个文件')).toBe(
+      '帮我看看 refact-000-08-12-external-hooks-feature-scopes.ts 这个文件',
+    );
+    expect(sanitize('打开 src/refact-000-08-12-external-hooks-feature-scopes.md')).toBe(
+      '打开 src/refact-000-08-12-external-hooks-feature-scopes.md',
+    );
+    expect(sanitize('跑下 refact-000-08-12-external-hooks-feature-scopes.test.ts')).toBe(
+      '跑下 refact-000-08-12-external-hooks-feature-scopes.test.ts',
+    );
+  });
+
+  it('still redacts bare long tokens, sk- keys, and git SHAs', () => {
+    expect(sanitize(`token ${'A1b2'.repeat(13)}`)).toBe('token [redacted]');
+    expect(sanitize('key sk-abcdefghijklmnop1234')).toBe('key [redacted]');
+    expect(sanitize(`看下 commit ${'9f8e7d6c5b'.repeat(4)}`)).toBe('看下 commit [redacted]');
+  });
+
+  it('redacts token-shaped strings even when a file extension follows', () => {
+    expect(sanitize('cat sk-abcdefghijklmnop1234.env')).toBe('cat [redacted].env');
+    expect(sanitize(`cat ${'A1b2'.repeat(13)}.json`)).toBe('cat [redacted].json');
+    expect(sanitize('检查 sk-project-notes-2024.md')).toBe('检查 [redacted].md');
+    expect(sanitize('refact-000-08-12-external-hooks-feature-scopes.json')).toBe('[redacted].json');
+    expect(sanitize('refact-000-08-12-external-hooks-feature-scopes.ts.json')).toBe(
+      '[redacted].ts.json',
+    );
+    expect(sanitize(`${'A1b2'.repeat(10)}_.ts-${'Z9y8'.repeat(12)}`)).toBe('[redacted].[redacted]');
+    expect(sanitize(`${'Ab1c'.repeat(10)}-.ts`)).toBe('[redacted]-.ts');
+    expect(sanitize(`open ${'a'.repeat(44)}/refact-000-08-12-external-hooks-feature-scopes.ts`)).toBe(
+      'open [redacted].ts',
+    );
+    expect(sanitize(`https://example.com/${'Ab1c'.repeat(10)}_.ts?download=1`)).toBe(
+      'https://example.[redacted].ts?download=1',
+    );
+  });
+
+  it('keeps absolute paths readable but redacts token-looking segments', () => {
+    expect(sanitize('cd /Users/alice/Projects/kimi-code-workspace/')).toBe(
+      'cd /Users/alice/Projects/kimi-code-workspace/',
+    );
+    expect(
+      sanitize('看下 /Users/alice/Projects/kimi-code-workspace/kimi-code/packages/README.md'),
+    ).toBe('看下 /Users/alice/Projects/kimi-code-workspace/kimi-code/packages/README.md');
+    expect(
+      sanitize(
+        '看下 /Users/alice/Projects/kimi-code-workspace/refact-000-08-12-external-hooks-feature-scopes.ts',
+      ),
+    ).toBe(
+      '看下 /Users/alice/Projects/kimi-code-workspace/refact-000-08-12-external-hooks-feature-scopes.ts',
+    );
+    expect(sanitize('看下 packages/agent-core-v2/src/agent/prompt/promptMetadataText.ts')).toBe(
+      '看下 packages/agent-core-v2/src/agent/prompt/promptMetadataText.ts',
+    );
+    expect(sanitize(`cat /tmp/${'Ab1c'.repeat(12)}`)).toBe('cat /[redacted]');
+    expect(sanitize(`token ${'Ab1c'.repeat(10)}/${'Z9x8'.repeat(10)}`)).toBe('token [redacted]');
+    expect(sanitize(`token ${'a'.repeat(32)}/${'b'.repeat(32)}`)).toBe('token [redacted]');
+    expect(sanitize(`token ${'a'.repeat(20)}/${'b'.repeat(20)}/${'c'.repeat(20)}`)).toBe(
+      'token [redacted]',
+    );
+    expect(sanitize(`token /users/${'a'.repeat(20)}/${'b'.repeat(20)}/${'c'.repeat(20)}`)).toBe(
+      'token /[redacted]',
+    );
+    expect(sanitize('open ~/Projects/kimi-code-workspace/external-hooks-feature')).toBe(
+      'open ~/Projects/kimi-code-workspace/external-hooks-feature',
+    );
+    expect(sanitize(`secret /${'Ab1c'.repeat(8)}/${'Z9x8'.repeat(8)}`)).toBe('secret /[redacted]');
+  });
+
+  it('still redacts JWT segments joined by dots', () => {
+    const jwt = `eyJhbGciOiJIUzI1NiJ9.${'a'.repeat(45)}.${'b'.repeat(43)}`;
+    expect(sanitize(`jwt ${jwt}`)).toBe('jwt eyJhbGciOiJIUzI1NiJ9.[redacted].[redacted]');
+  });
+});
diff --git a/packages/agent-core/src/session/prompt-metadata.ts b/packages/agent-core/src/session/prompt-metadata.ts
index c43c056bb5..c5f0a18407 100644
--- a/packages/agent-core/src/session/prompt-metadata.ts
+++ b/packages/agent-core/src/session/prompt-metadata.ts
@@ -69,7 +69,15 @@ function sanitizeAndTruncatePromptText(text: string, maxLength: number): string
       '$1=[redacted]',
     )
     .replaceAll(/\bsk-[A-Za-z0-9_-]{12,}\b/g, '[redacted]')
-    .replaceAll(/\b[A-Za-z0-9][A-Za-z0-9+/=_-]{39,}\b/g, '[redacted]')
+    .replaceAll(
+      /\b[A-Za-z0-9][A-Za-z0-9+/=_-]{39,}\b/g,
+      (match: string, offset: number, source: string) => {
+        const following = source.slice(offset + match.length);
+        return isFileNameStem(match, following) || isPathLike(match, offset, source)
+          ? match
+          : '[redacted]';
+      },
+    )
     .replaceAll(/\p{Cc}+/gu, ' ')
     .replaceAll(/\s+/g, ' ')
     .trim();
@@ -77,3 +85,80 @@ function sanitizeAndTruncatePromptText(text: string, maxLength: number): string
   if (sanitized.length === 0) return undefined;
   return sanitized.slice(0, maxLength);
 }
+
+// Extensions that mark a long token-shaped word as a human-named file stem.
+// Secret-carrier formats (env/json/yaml/pem/key/...) are excluded on purpose:
+// this sanitizer is a privacy boundary and fails closed.
+const SAFE_FILENAME_EXTENSIONS = new Set([
+  'md', 'markdown', 'txt', 'ts', 'tsx', 'mts', 'cts', 'js', 'jsx', 'mjs', 'cjs',
+  'py', 'rb', 'go', 'rs', 'java', 'kt', 'swift', 'c', 'h', 'cc', 'cpp', 'hpp',
+  'cs', 'css', 'scss', 'less', 'html', 'vue', 'svelte', 'php', 'sh', 'sql',
+  'graphql', 'proto', 'lua', 'dart',
+]);
+
+// A long token-shaped word stays readable only as the stem of a human-named
+// slug of a text/code file, e.g.
+// `refact-000-08-12-external-hooks-feature-scopes.test.ts`. The stem must be
+// all-lowercase slug characters (`a-z0-9_-`) with at least one `-`/`_`
+// separator — machine-generated tokens are mixed-case with overwhelming
+// probability and never qualify — and a safe extension must follow.
+function isFileNameStem(stem: string, following: string): boolean {
+  if (!/^(?=.*[-_])[a-z0-9_-]+$/.test(stem)) return false;
+  return safeSuffixFollows(following);
+}
+
+// A dotted suffix counts as a file extension only when its final component
+// is a safe text/code extension; a dotted segment longer than 8
+// alphanumerics (e.g. a JWT segment) is not an extension, and anything that
+// continues with another dot or token character after the suffix is not a
+// file name either.
+function safeSuffixFollows(following: string): boolean {
+  const suffix = /^((?:\.[A-Za-z0-9]{1,8})+)(?![.A-Za-z0-9+/=_-])/.exec(following)?.[1];
+  if (suffix === undefined) return false;
+  const extension = suffix.slice(suffix.lastIndexOf('.') + 1);
+  return SAFE_FILENAME_EXTENSIONS.has(extension.toLowerCase());
+}
+
+// A long token-shaped word also stays readable as a path, absolute or
+// relative, e.g. `/Users/.../refact-...-scopes.ts` or `src/.../README.md`.
+// Every directory segment must stay below the 40-char token threshold and
+// look like a human-named word (lowercase, Capitalized, or ALL-CAPS like
+// `README`). The basename is more flexible: a long slug must pass the strict
+// file-name rule above, but below the token threshold it cannot be a
+// catch-all secret on its own, so normal code-file casing (camelCase /
+// PascalCase / kebab / snake) with a safe suffix stays readable. An
+// extensionless match needs stronger local-path context — rooted at a
+// well-known filesystem root (or `~/`) with at least three segments, each no
+// longer than a natural directory name — so slash-joined token material like
+// `<20 lowercase chars>/<20 lowercase chars>/<20 lowercase chars>` fails
+// closed, as do mixed-case random segments and token-length basenames (e.g.
+// `/tmp/<48-char token>`).
+function isPathLike(match: string, offset: number, source: string): boolean {
+  if (!match.includes('/')) return false;
+  const segments = match.split('/');
+  const directories = segments.slice(0, -1);
+  const base = segments[segments.length - 1];
+  if (!directories.every(isWordShapedSegment)) return false;
+  const following = source.slice(offset + match.length);
+  if (isFileNameStem(base, following)) return true;
+  if (base.length < 40 && /^[A-Za-z][A-Za-z0-9_-]*$/.test(base) && safeSuffixFollows(following)) {
+    return true;
+  }
+  if (!isWordShapedSegment(base)) return false;
+  if (segments.length < 3 || !segments.every((segment) => segment.length <= 24)) return false;
+  if (offset === 0 || source[offset - 1] !== '/') return false;
+  return PATH_ROOT_SEGMENTS.has(segments[0]) || source[offset - 2] === '~';
+}
+
+// Case-sensitive filesystem roots that anchor an extensionless absolute path.
+// macOS roots keep their capital (`Users`, `Volumes`); lowercase lookalikes
+// that double as API route segments (`/users/...`, `/data/...`) do not
+// qualify, so API-shaped slash-delimited IDs fail closed.
+const PATH_ROOT_SEGMENTS = new Set([
+  'Users', 'Volumes', 'home', 'tmp', 'var', 'opt', 'usr', 'etc', 'root', 'mnt',
+  'media', 'srv',
+]);
+
+function isWordShapedSegment(segment: string): boolean {
+  return segment.length < 40 && /^([A-Z]?[a-z0-9_-]*|[A-Z0-9_-]+)$/.test(segment);
+}
diff --git a/packages/agent-core/test/session/prompt-metadata.test.ts b/packages/agent-core/test/session/prompt-metadata.test.ts
index 4af1ad01a6..539cc0a183 100644
--- a/packages/agent-core/test/session/prompt-metadata.test.ts
+++ b/packages/agent-core/test/session/prompt-metadata.test.ts
@@ -7,6 +7,9 @@
  *   - an inline image-compression caption (harness metadata placed next to
  *     the image by prompt ingestion) never leaks into titles/lastPrompt,
  *     whether it is a standalone text part or merged into the user's text
+ *   - sanitization keeps slug-shaped text/code file names readable while
+ *     bare tokens, `sk-` keys (even with a file extension), git SHAs, and
+ *     JWT segments stay redacted
  *   - SessionAPIImpl.steer updates title/lastPrompt exactly like prompt —
  *     a steer can launch the session's first turn (e.g. goal mode)
  */
@@ -68,6 +71,84 @@ describe('promptMetadataTextFromPayload', () => {
   });
 });
 
+describe('prompt metadata sanitization', () => {
+  const sanitize = (text: string) =>
+    promptMetadataTextFromPayload({ input: [{ type: 'text', text }] });
+
+  it('keeps slug-shaped stems of text/code files readable', () => {
+    expect(sanitize('帮我看看 refact-000-08-12-external-hooks-feature-scopes.ts 这个文件')).toBe(
+      '帮我看看 refact-000-08-12-external-hooks-feature-scopes.ts 这个文件',
+    );
+    expect(sanitize('打开 src/refact-000-08-12-external-hooks-feature-scopes.md')).toBe(
+      '打开 src/refact-000-08-12-external-hooks-feature-scopes.md',
+    );
+    expect(sanitize('跑下 refact-000-08-12-external-hooks-feature-scopes.test.ts')).toBe(
+      '跑下 refact-000-08-12-external-hooks-feature-scopes.test.ts',
+    );
+  });
+
+  it('still redacts bare long tokens, sk- keys, and git SHAs', () => {
+    expect(sanitize(`token ${'A1b2'.repeat(13)}`)).toBe('token [redacted]');
+    expect(sanitize('key sk-abcdefghijklmnop1234')).toBe('key [redacted]');
+    expect(sanitize(`看下 commit ${'9f8e7d6c5b'.repeat(4)}`)).toBe('看下 commit [redacted]');
+  });
+
+  it('redacts token-shaped strings even when a file extension follows', () => {
+    expect(sanitize('cat sk-abcdefghijklmnop1234.env')).toBe('cat [redacted].env');
+    expect(sanitize(`cat ${'A1b2'.repeat(13)}.json`)).toBe('cat [redacted].json');
+    expect(sanitize('检查 sk-project-notes-2024.md')).toBe('检查 [redacted].md');
+    expect(sanitize('refact-000-08-12-external-hooks-feature-scopes.json')).toBe('[redacted].json');
+    expect(sanitize('refact-000-08-12-external-hooks-feature-scopes.ts.json')).toBe(
+      '[redacted].ts.json',
+    );
+    expect(sanitize(`${'A1b2'.repeat(10)}_.ts-${'Z9y8'.repeat(12)}`)).toBe('[redacted].[redacted]');
+    expect(sanitize(`${'Ab1c'.repeat(10)}-.ts`)).toBe('[redacted]-.ts');
+    expect(sanitize(`open ${'a'.repeat(44)}/refact-000-08-12-external-hooks-feature-scopes.ts`)).toBe(
+      'open [redacted].ts',
+    );
+    expect(sanitize(`https://example.com/${'Ab1c'.repeat(10)}_.ts?download=1`)).toBe(
+      'https://example.[redacted].ts?download=1',
+    );
+  });
+
+  it('keeps absolute paths readable but redacts token-looking segments', () => {
+    expect(sanitize('cd /Users/alice/Projects/kimi-code-workspace/')).toBe(
+      'cd /Users/alice/Projects/kimi-code-workspace/',
+    );
+    expect(
+      sanitize('看下 /Users/alice/Projects/kimi-code-workspace/kimi-code/packages/README.md'),
+    ).toBe('看下 /Users/alice/Projects/kimi-code-workspace/kimi-code/packages/README.md');
+    expect(
+      sanitize(
+        '看下 /Users/alice/Projects/kimi-code-workspace/refact-000-08-12-external-hooks-feature-scopes.ts',
+      ),
+    ).toBe(
+      '看下 /Users/alice/Projects/kimi-code-workspace/refact-000-08-12-external-hooks-feature-scopes.ts',
+    );
+    expect(sanitize('看下 packages/agent-core-v2/src/agent/prompt/promptMetadataText.ts')).toBe(
+      '看下 packages/agent-core-v2/src/agent/prompt/promptMetadataText.ts',
+    );
+    expect(sanitize(`cat /tmp/${'Ab1c'.repeat(12)}`)).toBe('cat /[redacted]');
+    expect(sanitize(`token ${'Ab1c'.repeat(10)}/${'Z9x8'.repeat(10)}`)).toBe('token [redacted]');
+    expect(sanitize(`token ${'a'.repeat(32)}/${'b'.repeat(32)}`)).toBe('token [redacted]');
+    expect(sanitize(`token ${'a'.repeat(20)}/${'b'.repeat(20)}/${'c'.repeat(20)}`)).toBe(
+      'token [redacted]',
+    );
+    expect(sanitize(`token /users/${'a'.repeat(20)}/${'b'.repeat(20)}/${'c'.repeat(20)}`)).toBe(
+      'token /[redacted]',
+    );
+    expect(sanitize('open ~/Projects/kimi-code-workspace/external-hooks-feature')).toBe(
+      'open ~/Projects/kimi-code-workspace/external-hooks-feature',
+    );
+    expect(sanitize(`secret /${'Ab1c'.repeat(8)}/${'Z9x8'.repeat(8)}`)).toBe('secret /[redacted]');
+  });
+
+  it('still redacts JWT segments joined by dots', () => {
+    const jwt = `eyJhbGciOiJIUzI1NiJ9.${'a'.repeat(45)}.${'b'.repeat(43)}`;
+    expect(sanitize(`jwt ${jwt}`)).toBe('jwt eyJhbGciOiJIUzI1NiJ9.[redacted].[redacted]');
+  });
+});
+
 describe('SessionAPIImpl prompt metadata', () => {
   it('derives title and lastPrompt from a steer the same way as a prompt', async () => {
     const sessionDir = await makeTempDir();