diff --git a/crates/ruff_dev/src/generate_docs.rs b/crates/ruff_dev/src/generate_docs.rs
index 90c88cda5c2be5..6f275e1a4231e2 100644
--- a/crates/ruff_dev/src/generate_docs.rs
+++ b/crates/ruff_dev/src/generate_docs.rs
@@ -8,6 +8,7 @@ use std::path::PathBuf;
 use anyhow::Result;
 use regex::{Captures, Regex};
 use strum::IntoEnumIterator;
+use itertools::Itertools;
 
 use ruff_diagnostics::FixAvailability;
 use ruff_linter::registry::{Linter, Rule, RuleNamespace};
@@ -33,7 +34,18 @@ pub(crate) fn main(args: &Args) -> Result<()> {
 
             let (linter, _) = Linter::parse_code(&rule.noqa_code().to_string()).unwrap();
             if linter.url().is_some() {
-                output.push_str(&format!("Derived from the **{}** linter.", linter.name()));
+                let codes_dsv: String = match linter.common_prefix() {
+                    "" => linter
+                        .upstream_categories()
+                        .unwrap()
+                        .iter()
+                        .map(|c| c.prefix)
+                        .join("-"),
+                    prefix => prefix.to_string(),
+                };
+                let anchor = format!("{}-{}", linter.name().to_lowercase(), codes_dsv.to_lowercase());
+
+                output.push_str(&format!("Derived from the **[{}](../rules.md#{})** linter.", linter.name(), anchor));
                 output.push('\n');
                 output.push('\n');
             }