diff --git a/mateclaw-server/src/main/java/vip/mate/wiki/pipeline/WikiSkillStepExecutor.java b/mateclaw-server/src/main/java/vip/mate/wiki/pipeline/WikiSkillStepExecutor.java
new file mode 100644
index 00000000..b3445e59
--- /dev/null
+++ b/mateclaw-server/src/main/java/vip/mate/wiki/pipeline/WikiSkillStepExecutor.java
@@ -0,0 +1,73 @@
+package vip.mate.wiki.pipeline;
+
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.stereotype.Component;
+import vip.mate.skill.model.SkillEntity;
+import vip.mate.skill.service.SkillService;
+
+import java.util.Set;
+
+/**
+ * Pipeline step executor that resolves a registered skill and contributes its
+ * declarative content to the chain.
+ *
+ * <p><b>Scope (MVP, security-restricted)</b>: the skill must be installed,
+ * enabled and not have a failed/blocked security scan. This executor injects
+ * the skill's instructions/content as the step output; it deliberately does
+ * <b>not</b> execute skill scripts — arbitrary script execution from a
+ * system-triggered pipeline requires a real sandbox and a separate security
+ * review (the same constraint that keeps a Python executor out of the MVP).
+ *
+ * @author MateClaw Team
+ */
+@Slf4j
+@Component
+public class WikiSkillStepExecutor implements WikiStepExecutor {
+
+    private static final Set<String> BLOCKED_SCAN_STATUSES = Set.of("FAILED", "BLOCKED", "REJECTED");
+
+    private final SkillService skillService;
+
+    public WikiSkillStepExecutor(SkillService skillService) {
+        this.skillService = skillService;
+    }
+
+    @Override
+    public String type() {
+        return "skill";
+    }
+
+    @Override
+    public String execute(WikiStepContext context) {
+        String skillName = context.stepConfig() == null ? null
+                : (String) (context.stepConfig().get("skill") instanceof String s ? s : null);
+        if (skillName == null || skillName.isBlank()) {
+            throw new IllegalArgumentException("skill step '" + context.stepId() + "' has no skill name");
+        }
+        SkillEntity skill = skillService.findByName(skillName);
+        if (skill == null) {
+            throw new IllegalArgumentException("Skill not found: " + skillName);
+        }
+        if (Boolean.FALSE.equals(skill.getEnabled())) {
+            throw new IllegalStateException("Skill is disabled: " + skillName);
+        }
+        String scan = skill.getSecurityScanStatus();
+        if (scan != null && BLOCKED_SCAN_STATUSES.contains(scan.trim().toUpperCase())) {
+            throw new IllegalStateException("Skill failed its security scan and cannot run in a pipeline: "
+                    + skillName + " (" + scan + ")");
+        }
+        // Reject any attempt to run the skill's script from a pipeline — not in MVP.
+        Object runScript = context.stepConfig().get("run_script");
+        if (Boolean.TRUE.equals(runScript) || "true".equalsIgnoreCase(String.valueOf(runScript))) {
+            throw new IllegalStateException("Script execution is not permitted for pipeline skill steps "
+                    + "(requires a sandbox + approval); skill: " + skillName);
+        }
+        String content = skill.getSkillContent();
+        if (content == null || content.isBlank()) {
+            content = skill.getDescription();
+        }
+        log.info("[WikiPipeline] skill step '{}' contributed content from skill '{}'",
+                context.stepId(), skillName);
+        return content == null ? "" : content;
+    }
+}
diff --git a/mateclaw-server/src/test/java/vip/mate/wiki/pipeline/WikiSkillStepExecutorTest.java b/mateclaw-server/src/test/java/vip/mate/wiki/pipeline/WikiSkillStepExecutorTest.java
new file mode 100644
index 00000000..2ea48913
--- /dev/null
+++ b/mateclaw-server/src/test/java/vip/mate/wiki/pipeline/WikiSkillStepExecutorTest.java
@@ -0,0 +1,81 @@
+package vip.mate.wiki.pipeline;
+
+import org.junit.jupiter.api.Test;
+import vip.mate.skill.model.SkillEntity;
+import vip.mate.skill.service.SkillService;
+
+import java.util.Map;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertThrows;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+import static org.mockito.Mockito.mock;
+import static org.mockito.Mockito.when;
+
+/**
+ * Unit tests for {@link WikiSkillStepExecutor}: returns the skill's content
+ * when allowed, and refuses disabled / scan-failed skills and script execution.
+ */
+class WikiSkillStepExecutorTest {
+
+    private SkillEntity skill(String name, Boolean enabled, String scan, String content) {
+        SkillEntity s = new SkillEntity();
+        s.setName(name);
+        s.setEnabled(enabled);
+        s.setSecurityScanStatus(scan);
+        s.setSkillContent(content);
+        return s;
+    }
+
+    private WikiSkillStepExecutor executor(SkillEntity skill) {
+        SkillService service = mock(SkillService.class);
+        when(service.findByName("wiki-link-enrich")).thenReturn(skill);
+        return new WikiSkillStepExecutor(service);
+    }
+
+    private WikiStepContext ctx(Map<String, Object> config) {
+        return new WikiStepContext(1L, 42L, "s1", config, "prior");
+    }
+
+    @Test
+    void returnsSkillContent_whenAllowed() throws Exception {
+        WikiSkillStepExecutor e = executor(skill("wiki-link-enrich", true, "PASSED", "do the thing"));
+        assertEquals("do the thing", e.execute(ctx(Map.of("skill", "wiki-link-enrich"))));
+    }
+
+    @Test
+    void missingSkillName_throws() {
+        WikiSkillStepExecutor e = executor(skill("wiki-link-enrich", true, "PASSED", "x"));
+        assertThrows(IllegalArgumentException.class, () -> e.execute(ctx(Map.of())));
+    }
+
+    @Test
+    void unknownSkill_throws() {
+        WikiSkillStepExecutor e = executor(skill("wiki-link-enrich", true, "PASSED", "x"));
+        assertThrows(IllegalArgumentException.class,
+                () -> e.execute(ctx(Map.of("skill", "does-not-exist"))));
+    }
+
+    @Test
+    void disabledSkill_throws() {
+        WikiSkillStepExecutor e = executor(skill("wiki-link-enrich", false, "PASSED", "x"));
+        assertThrows(IllegalStateException.class,
+                () -> e.execute(ctx(Map.of("skill", "wiki-link-enrich"))));
+    }
+
+    @Test
+    void scanFailedSkill_throws() {
+        WikiSkillStepExecutor e = executor(skill("wiki-link-enrich", true, "FAILED", "x"));
+        IllegalStateException ex = assertThrows(IllegalStateException.class,
+                () -> e.execute(ctx(Map.of("skill", "wiki-link-enrich"))));
+        assertTrue(ex.getMessage().contains("security scan"));
+    }
+
+    @Test
+    void scriptExecutionRequest_isRefused() {
+        WikiSkillStepExecutor e = executor(skill("wiki-link-enrich", true, "PASSED", "x"));
+        IllegalStateException ex = assertThrows(IllegalStateException.class,
+                () -> e.execute(ctx(Map.of("skill", "wiki-link-enrich", "run_script", true))));
+        assertTrue(ex.getMessage().contains("Script execution is not permitted"));
+    }
+}