diff --git a/mateclaw-server/src/main/java/vip/mate/wiki/metrics/WikiMetrics.java b/mateclaw-server/src/main/java/vip/mate/wiki/metrics/WikiMetrics.java
new file mode 100644
index 00000000..34655afb
--- /dev/null
+++ b/mateclaw-server/src/main/java/vip/mate/wiki/metrics/WikiMetrics.java
@@ -0,0 +1,189 @@
+package vip.mate.wiki.metrics;
+
+import io.micrometer.core.instrument.Counter;
+import io.micrometer.core.instrument.MeterRegistry;
+import io.micrometer.core.instrument.Tag;
+import io.micrometer.core.instrument.Tags;
+import io.micrometer.core.instrument.Timer;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.beans.factory.ObjectProvider;
+import org.springframework.stereotype.Component;
+
+import java.time.Duration;
+import java.util.concurrent.ConcurrentHashMap;
+
+/**
+ * Centralized wiki metrics gateway.
+ *
+ * <p>All wiki-domain metrics flow through this Bean so we can:
+ * <ul>
+ *   <li>Standardize tag names ({@code kb_id}, {@code stage}, {@code provider})</li>
+ *   <li>Gracefully no-op when MeterRegistry is absent (test env)</li>
+ *   <li>Add cross-cutting concerns (cardinality limits, sampling) in one place</li>
+ * </ul>
+ *
+ * <p>Mirrors the decorator pattern used in {@code vip.mate.memory.spi.decorator.MetricsMemoryProvider}
+ * but is service-flavored rather than decorator-flavored: callers inject this bean and
+ * push metrics through explicit methods rather than wrapping a delegate.
+ *
+ * <p>Method families:
+ * <ul>
+ *   <li>{@code recordCompile*} — wiki compile pipeline timings &amp; cache outcomes</li>
+ *   <li>{@code recordRelation*} — page-to-page relation computation &amp; cache</li>
+ *   <li>{@code recordRetrieval} — hybrid retrieval timings &amp; result counts</li>
+ *   <li>{@code recordVision*} — image OCR / vision-in calls &amp; cache</li>
+ *   <li>{@link #startTimer} — generic try-with-resources timer for ad-hoc spans</li>
+ * </ul>
+ *
+ * @author MateClaw Team
+ */
+@Slf4j
+@Component
+public class WikiMetrics {
+
+    private final MeterRegistry registry;
+    private final ConcurrentHashMap<String, Counter> counterCache = new ConcurrentHashMap<>();
+    private final ConcurrentHashMap<String, Timer> timerCache = new ConcurrentHashMap<>();
+
+    public WikiMetrics(ObjectProvider<MeterRegistry> registryProvider) {
+        this.registry = registryProvider.getIfAvailable();
+        if (registry == null) {
+            log.info("[WikiMetrics] MeterRegistry not available; running in no-op mode");
+        } else {
+            log.info("[WikiMetrics] MeterRegistry available; metrics enabled");
+        }
+    }
+
+    // ==================== Compile pipeline ====================
+
+    /** Records the duration of one compile-pipeline stage. */
+    public void recordCompileStage(String stage, Long kbId, Duration duration) {
+        if (registry == null) {
+            return;
+        }
+        getTimer("wiki.compile.stage",
+                Tags.of(Tag.of("stage", stage),
+                        Tag.of("kb_id", String.valueOf(kbId))))
+                .record(duration);
+    }
+
+    /**
+     * Records LLM prompt-cache outcome for a compile call.
+     *
+     * @param hit         whether the call hit a cached prefix
+     * @param tokensSaved when {@code hit==true}, the count of cached input tokens
+     */
+    public void recordCompileCache(boolean hit, long tokensSaved) {
+        if (registry == null) {
+            return;
+        }
+        getCounter("wiki.compile.cache.outcome",
+                Tags.of(Tag.of("outcome", hit ? "hit" : "miss"))).increment();
+        if (hit && tokensSaved > 0) {
+            getCounter("wiki.compile.cache.tokens_saved", Tags.empty())
+                    .increment(tokensSaved);
+        }
+    }
+
+    // ==================== Relation / Graph ====================
+
+    public void recordRelationCompute(Long kbId, int nodeCount, Duration duration) {
+        if (registry == null) {
+            return;
+        }
+        getTimer("wiki.relation.compute",
+                Tags.of(Tag.of("kb_id", String.valueOf(kbId))))
+                .record(duration);
+        getCounter("wiki.relation.compute.invocations", Tags.empty()).increment();
+        // Distribution summary for nodeCount intentionally omitted to keep cardinality bounded;
+        // surface via a separate gauge if needed.
+        if (nodeCount > 0) {
+            getCounter("wiki.relation.compute.nodes", Tags.empty()).increment(nodeCount);
+        }
+    }
+
+    public void recordRelationCacheHit(boolean hit) {
+        if (registry == null) {
+            return;
+        }
+        getCounter("wiki.relation.cache",
+                Tags.of(Tag.of("outcome", hit ? "hit" : "miss"))).increment();
+    }
+
+    // ==================== Retrieval ====================
+
+    public void recordRetrieval(String mode, Duration duration, int resultCount) {
+        if (registry == null) {
+            return;
+        }
+        getTimer("wiki.retrieval.duration",
+                Tags.of(Tag.of("mode", mode))).record(duration);
+        if (resultCount > 0) {
+            getCounter("wiki.retrieval.results",
+                    Tags.of(Tag.of("mode", mode))).increment(resultCount);
+        }
+    }
+
+    // ==================== OCR / Vision ====================
+
+    public void recordVisionCall(String provider, boolean success, Duration duration) {
+        if (registry == null) {
+            return;
+        }
+        getTimer("wiki.vision.call",
+                Tags.of(Tag.of("provider", provider),
+                        Tag.of("outcome", success ? "success" : "failure")))
+                .record(duration);
+    }
+
+    public void recordVisionCacheHit(boolean hit) {
+        if (registry == null) {
+            return;
+        }
+        getCounter("wiki.vision.cache",
+                Tags.of(Tag.of("outcome", hit ? "hit" : "miss"))).increment();
+    }
+
+    // ==================== Generic try-with-resources timer ====================
+
+    /**
+     * Convenience for ad-hoc timers using the AutoCloseable pattern:
+     *
+     * <pre>{@code
+     *   try (var sample = metrics.startTimer("wiki.compile.stage", "stage", "summary")) {
+     *       // work...
+     *   }
+     * }</pre>
+     */
+    public WikiTimerSample startTimer(String name, String... keyValues) {
+        return new WikiTimerSample(this, name, keyValues, System.nanoTime());
+    }
+
+    /** Used by {@link WikiTimerSample#close()} — package-private. */
+    void recordTimer(String name, Tags tags, long durationNanos) {
+        if (registry == null) {
+            return;
+        }
+        getTimer(name, tags).record(Duration.ofNanos(durationNanos));
+    }
+
+    // ==================== Internal cache to avoid registering same meter twice ====================
+
+    private Counter getCounter(String name, Tags tags) {
+        return counterCache.computeIfAbsent(meterKey(name, tags),
+                k -> registry.counter(name, tags));
+    }
+
+    private Timer getTimer(String name, Tags tags) {
+        return timerCache.computeIfAbsent(meterKey(name, tags),
+                k -> registry.timer(name, tags));
+    }
+
+    private static String meterKey(String name, Tags tags) {
+        StringBuilder sb = new StringBuilder(name);
+        for (Tag t : tags) {
+            sb.append('|').append(t.getKey()).append('=').append(t.getValue());
+        }
+        return sb.toString();
+    }
+}
diff --git a/mateclaw-server/src/main/java/vip/mate/wiki/metrics/WikiTimerSample.java b/mateclaw-server/src/main/java/vip/mate/wiki/metrics/WikiTimerSample.java
new file mode 100644
index 00000000..d6e470a5
--- /dev/null
+++ b/mateclaw-server/src/main/java/vip/mate/wiki/metrics/WikiTimerSample.java
@@ -0,0 +1,43 @@
+package vip.mate.wiki.metrics;
+
+import io.micrometer.core.instrument.Tag;
+import io.micrometer.core.instrument.Tags;
+
+/**
+ * AutoCloseable timer sample for try-with-resources usage.
+ *
+ * <p>Created by {@link WikiMetrics#startTimer(String, String...)}; closing the
+ * sample records the elapsed nanoseconds against the named timer with the
+ * given key-value tags. Closing twice is a no-op — safe inside try/finally
+ * blocks that may also have an explicit {@code close()} call.
+ *
+ * @author MateClaw Team
+ */
+public class WikiTimerSample implements AutoCloseable {
+
+    private final WikiMetrics metrics;
+    private final String name;
+    private final Tags tags;
+    private final long startNanos;
+    private boolean closed;
+
+    WikiTimerSample(WikiMetrics metrics, String name, String[] keyValues, long startNanos) {
+        this.metrics = metrics;
+        this.name = name;
+        Tags built = Tags.empty();
+        for (int i = 0; i + 1 < keyValues.length; i += 2) {
+            built = built.and(Tag.of(keyValues[i], keyValues[i + 1]));
+        }
+        this.tags = built;
+        this.startNanos = startNanos;
+    }
+
+    @Override
+    public void close() {
+        if (closed) {
+            return;
+        }
+        closed = true;
+        metrics.recordTimer(name, tags, System.nanoTime() - startNanos);
+    }
+}