diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 7f280aeb5..b5d01ed3f 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -27,7 +27,7 @@ Before you contribute, please read these repository documents:
 - Keep one report focused on one problem or one proposal
 - Include enough detail for someone else to reproduce the issue
 - Do not use public issues for security vulnerabilities; follow
-  [SECURITY.md](SECURITY.md) instead
+  [`SECURITY.md`](SECURITY.md) instead
 
 Useful details to include:
 
@@ -96,7 +96,7 @@ controls, or protocol compatibility, include test coverage for that behavior.
 - Preserve protocol compatibility for Git, Docker, AI, and package manager
   traffic
 - Avoid logging secrets, tokens, or private request data
-- Document new platform prefixes and examples in [README.md](README.md) when
+- Document new platform prefixes and examples in [`README.md`](README.md) when
   support is added
 
 ## Commit messages
@@ -127,6 +127,6 @@ Examples:
 ## Community standards
 
 By participating in this project, you agree to follow
-[CODE_OF_CONDUCT.md](CODE_OF_CONDUCT.md). Please be respectful, assume good
+[`CODE_OF_CONDUCT.md`](CODE_OF_CONDUCT.md). Please be respectful, assume good
 intent, and help keep the project welcoming for users and contributors from a
 wide range of backgrounds and experience levels.
diff --git a/README.md b/README.md
index e02e34d6a..d65a11d1e 100644
--- a/README.md
+++ b/README.md
@@ -3091,7 +3091,7 @@ Community and maintainer expectations are documented in:
 Copyright © Xi Xu.
 
 This repository is licensed under the AGPL-3.0 License - see the
-[LICENSE](LICENSE) file for details.
+[`LICENSE`](LICENSE) file for details.
 
 ---
 
diff --git a/README.zh-Hans.md b/README.zh-Hans.md
index d40c4ec61..f95e9475f 100644
--- a/README.zh-Hans.md
+++ b/README.zh-Hans.md
@@ -2953,7 +2953,7 @@ npx wrangler dev --log-level debug
 
 版权所有 © Xi Xu。
 
-本存储库采用 AGPL-3.0 许可证 - 查看 [LICENSE](LICENSE) 文件了解详情。
+本存储库采用 AGPL-3.0 许可证 - 查看 [`LICENSE`](LICENSE) 文件了解详情。
 
 ---
 
diff --git a/README.zh-Hant.md b/README.zh-Hant.md
index 26b79c9b2..02112f0ef 100644
--- a/README.zh-Hant.md
+++ b/README.zh-Hant.md
@@ -2953,7 +2953,7 @@ npx wrangler dev --log-level debug
 
 版權所有 © Xi Xu。
 
-本儲存庫採用 AGPL-3.0 許可證 - 檢視 [LICENSE](LICENSE) 檔案了解詳情。
+本儲存庫採用 AGPL-3.0 許可證 - 檢視 [`LICENSE`](LICENSE) 檔案了解詳情。
 
 ---
 
diff --git a/skills/xget/SKILL.md b/skills/xget/SKILL.md
index 82b297cdf..7975f4654 100644
--- a/skills/xget/SKILL.md
+++ b/skills/xget/SKILL.md
@@ -27,7 +27,7 @@ Resolve the base URL first:
 4. use `https://xget.example.com` only as a clearly labeled placeholder for docs
    or templates that do not have a real deployment yet
 
-Prefer [scripts/xget.mjs](scripts/xget.mjs) over manual guessing for live
+Prefer [`scripts/xget.mjs`](scripts/xget.mjs) over manual guessing for live
 platform data, URL conversion, and README `Use Cases` lookup.
 
 Only stop to ask when a missing fact blocks safe execution, such as an unknown
@@ -85,5 +85,5 @@ only needs docs or templates, use the placeholder path rules below.
    - OCI registries: `/cr/{registry}/...`
 9. If the live platform fetch fails or an upstream URL does not match any known
    platform, say so explicitly and fall back to the stable guidance in
-   [references/REFERENCE.md](references/REFERENCE.md) instead of inventing a
+   [`references/REFERENCE.md`](references/REFERENCE.md) instead of inventing a
    prefix.
diff --git a/skills/xget/references/REFERENCE.md b/skills/xget/references/REFERENCE.md
index b1ee9c24f..4cf5d66b7 100644
--- a/skills/xget/references/REFERENCE.md
+++ b/skills/xget/references/REFERENCE.md
@@ -2,7 +2,7 @@
 
 Use this file only when the user needs shell setup, deployment, or
 troubleshooting details. Reuse the base URL already resolved from
-[SKILL.md](../SKILL.md), and keep `https://xget.example.com` as a placeholder
+[`SKILL.md`](../SKILL.md), and keep `https://xget.example.com` as a placeholder
 only for docs or templates.
 
 ## Configuring `XGET_BASE_URL`