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wusheng pushed a commit to branch docs/fix-readme-and-claude-md
in repository https://gitbox.apache.org/repos/asf/skywalking.git

commit c0c1ab0f511fc35a9151e3b4b2933a55292868e6
Author: Wu Sheng <[email protected]>
AuthorDate: Sun Jan 18 09:24:03 2026 +0800

    Polish docs/README.md and update CLAUDE.md PR guidelines
---
 CLAUDE.md      | 1 +
 docs/README.md | 4 ++--
 2 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/CLAUDE.md b/CLAUDE.md
index 599e4c49f3..7f48ff5219 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -309,6 +309,7 @@ Follow the PR template in `.github/PULL_REQUEST_TEMPLATE`. 
Key requirements:
 **Always:**
 - Reference related issue: `Closes #<issue number>`
 - Update [`CHANGES` 
log](https://github.com/apache/skywalking/blob/master/docs/en/changes/changes.md)
+- Do NOT add AI assistant as co-author. Code responsibility is on the 
committer's hands.
 
 ## Tips for AI Assistants
 
diff --git a/docs/README.md b/docs/README.md
index f0fa70fe2f..8e63d627a0 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -14,7 +14,7 @@ Installation and configuration guides for different 
deployment scenarios.
 
 - **Quick Start** - Get SkyWalking running with 
[Docker](en/setup/backend/backend-docker.md) or 
[Kubernetes](en/setup/backend/backend-k8s.md)
 - **Marketplace** - Explore all [out-of-box monitoring 
features](en/setup/backend/marketplace.md) for services, service mesh, 
Kubernetes, databases, message queues, and more
-- **Agent Compatibility** - Check [supported libraries and 
frameworks](en/setup/service-agent/agent-compatibility.md) for SkyWalking 
language agents
+- **Agent Compatibility** - Check [agent 
compatibility](en/setup/service-agent/agent-compatibility.md) for SkyWalking 
language agents
 - **Advanced Setup** - Storage options, cluster management, security, and 
dynamic configuration
 
 ### APIs
@@ -27,7 +27,7 @@ Extend SkyWalking with custom analysis pipelines using 
[Observability Analysis L
 [Suggestions](en/security/README.md) for keeping your SkyWalking deployment 
secure. For reporting security vulnerabilities, please follow the [ASF Security 
Policy](https://www.apache.org/security/).
 
 ### Academy
-In-depth [articles and papers](en/academy/scaling-with-apache-skywalking.md) 
about SkyWalking architecture and best practices.
+In-depth articles and papers about SkyWalking architecture and best practices.
 
 ### FAQs
 [Solutions](en/FAQ/README.md) to common issues with setup and development.

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