diff --git a/integrations/openclaw/index.ts b/integrations/openclaw/index.ts
index 3aa2a3314..58f59b6f9 100644
--- a/integrations/openclaw/index.ts
+++ b/integrations/openclaw/index.ts
@@ -42,7 +42,7 @@ import {
   isSubagentSession,
 } from "./isolation.ts";
 import {
-  loadTriagePrompt,
+  loadCompactTriagePrompt,
   loadDreamPrompt,
   isSkillsMode,
 } from "./skill-loader.ts";
@@ -464,7 +464,7 @@ function registerHooks(
           "openclaw-mem0: skills-mode skipping recall for system/bootstrap prompt",
         );
         // Still inject the protocol, just skip recall search
-        const systemContext = loadTriagePrompt(cfg.skills ?? {});
+        const systemContext = loadCompactTriagePrompt(cfg.skills ?? {});
         return { prependSystemContext: systemContext };
       }
 
@@ -474,7 +474,7 @@ function registerHooks(
       const userId = _effectiveUserId(isSubagent ? undefined : sessionId);
 
       // Static protocol goes in prependSystemContext (cacheable across turns)
-      let systemContext = loadTriagePrompt(cfg.skills ?? {});
+      let systemContext = loadCompactTriagePrompt(cfg.skills ?? {});
       if (isSubagent) {
         systemContext =
           "You are a subagent — use these memories for context but do not assume you are this user. Do NOT store new memories.\n\n" +
diff --git a/integrations/openclaw/skill-loader.test.ts b/integrations/openclaw/skill-loader.test.ts
index ab2125e54..ceb970884 100644
--- a/integrations/openclaw/skill-loader.test.ts
+++ b/integrations/openclaw/skill-loader.test.ts
@@ -2,7 +2,12 @@
  * Tests for path traversal prevention in skill-loader.
  */
 import { describe, it, expect } from "vitest";
-import { safePath, loadSkill } from "./skill-loader.ts";
+import {
+  safePath,
+  loadSkill,
+  loadTriagePrompt,
+  loadCompactTriagePrompt,
+} from "./skill-loader.ts";
 
 // ---------------------------------------------------------------------------
 // safePath — path containment
@@ -68,3 +73,71 @@ describe("loadSkill path traversal", () => {
     expect(result?.prompt).toBeTruthy();
   });
 });
+
+describe("loadCompactTriagePrompt", () => {
+  it("keeps the core triage instructions without inlining the full skill body", () => {
+    const prompt = loadCompactTriagePrompt();
+
+    expect(prompt).toContain("Use `memory_add` tool for ALL user facts");
+    expect(prompt).toContain("Batch facts by CATEGORY");
+    expect(prompt).toContain("ALWAYS rewrite the query");
+    expect(prompt).not.toContain("## Worked Examples");
+    expect(prompt).not.toContain("### memory_search");
+    expect(prompt).not.toContain("Conference requires at least 4 breakout rooms");
+    expect(prompt.length).toBeLessThan(3500);
+  });
+
+  it("keeps the always-recall guidance aligned with the full triage prompt", () => {
+    const config = { recall: { strategy: "always" as const } };
+    const expected =
+      "Automatic recall runs for both long-term and session memory. Use manual searches only when you need more specific context.";
+
+    expect(loadCompactTriagePrompt(config)).toContain(expected);
+    expect(loadTriagePrompt(config)).toContain(expected);
+  });
+
+  it("keeps the manual-recall guidance in compact mode", () => {
+    const prompt = loadCompactTriagePrompt({
+      recall: { strategy: "manual" },
+    });
+
+    expect(prompt).toContain("No automatic recall happens in manual mode.");
+  });
+
+  it("includes short config summaries and truncates oversized custom rules", () => {
+    const prompt = loadCompactTriagePrompt({
+      categories: {
+        travel: { importance: 0.7, ttl: "30d" },
+      },
+      customRules: {
+        include: [
+          "Always remember workshop venue requirements.",
+          "Keep track of recurring conference planning constraints.",
+          "Capture every catering preference, transit note, and presenter dependency in detail.",
+        ],
+        exclude: [
+          "Never store one-off demo logs, temporary ETA chatter, or transitory checklist updates.",
+          "Skip verbose retrospectives unless the user explicitly says the lesson should persist.",
+        ],
+      },
+    });
+
+    expect(prompt).toContain("travel (importance 0.7, expires: 30d)");
+    expect(prompt).toContain("include rule(s) and 2 exclude rule(s) are configured");
+    expect(prompt).toContain("Prompt kept compact, full rule text omitted");
+    expect(prompt).toContain('Preview: include "Always remember workshop venue requirements."');
+  });
+
+  it("omits default credential patterns in compact mode unless custom patterns are configured", () => {
+    const defaultPrompt = loadCompactTriagePrompt();
+    const customPrompt = loadCompactTriagePrompt({
+      triage: {
+        credentialPatterns: ["mem0-secret=", "Bearer "],
+      },
+    });
+
+    expect(defaultPrompt).not.toContain("Credential patterns to scan");
+    expect(customPrompt).toContain("Credential patterns to scan");
+    expect(customPrompt).toContain("mem0-secret=");
+  });
+});
diff --git a/integrations/openclaw/skill-loader.ts b/integrations/openclaw/skill-loader.ts
index 616194266..b4958cb09 100644
--- a/integrations/openclaw/skill-loader.ts
+++ b/integrations/openclaw/skill-loader.ts
@@ -191,8 +191,16 @@ function renderCategoriesBlock(
   return lines.join("\n");
 }
 
-function renderTriageKnobs(config: SkillsConfig): string {
+function renderTriageKnobs(
+  config: SkillsConfig,
+  options: {
+    includeCredentialPatterns?: boolean;
+    includeDefaultCredentialPatterns?: boolean;
+  } = {},
+): string {
   const lines: string[] = [];
+  const includeCredentialPatterns = options.includeCredentialPatterns ?? true;
+  const includeDefaultCredentialPatterns = options.includeDefaultCredentialPatterns ?? true;
 
   if (config.triage?.importanceThreshold !== undefined) {
     lines.push(
@@ -200,13 +208,82 @@ function renderTriageKnobs(config: SkillsConfig): string {
     );
   }
 
-  const patterns = resolveCredentialPatterns(config);
-  lines.push(`- Credential patterns to scan: ${patterns.map((p) => `\`${p}\``).join(", ")}`);
+  const hasCustomCredentialPatterns = config.triage?.credentialPatterns !== undefined;
+  if (includeCredentialPatterns && (includeDefaultCredentialPatterns || hasCustomCredentialPatterns)) {
+    const patterns = resolveCredentialPatterns(config);
+    lines.push(`- Credential patterns to scan: ${patterns.map((p) => `\`${p}\``).join(", ")}`);
+  }
 
   if (lines.length === 0) return "";
   return "\n## Active Configuration Overrides\n\n" + lines.join("\n");
 }
 
+const COMPACT_CUSTOM_RULE_CHAR_BUDGET = 280;
+const COMPACT_CUSTOM_RULE_PREVIEW_LIMIT = 2;
+
+function formatCategoryConfig(
+  name: string,
+  cat: CategoryConfig,
+): string {
+  const ttlLabel = cat.ttl ? `expires: ${cat.ttl}` : "permanent";
+  const immLabel = cat.immutable ? ", immutable" : "";
+  return `${name} (importance ${cat.importance}, ${ttlLabel}${immLabel})`;
+}
+
+function renderCompactCategories(config: SkillsConfig): string[] {
+  if (!config.categories || Object.keys(config.categories).length === 0) {
+    return [];
+  }
+
+  const mergedCategories = resolveCategories(config);
+  return [
+    "## Active Category Overrides",
+    "",
+    ...Object.entries(config.categories).map(([name]) =>
+      `- ${formatCategoryConfig(name, mergedCategories[name]!)}`,
+    ),
+  ];
+}
+
+function renderCompactCustomRules(config: SkillsConfig): string[] {
+  const includeRules = config.customRules?.include ?? [];
+  const excludeRules = config.customRules?.exclude ?? [];
+  if (includeRules.length === 0 && excludeRules.length === 0) {
+    return [];
+  }
+
+  const formatRuleList = (label: string, rules: string[]) =>
+    `${label}: ${rules.map((rule) => `"${rule}"`).join("; ")}`;
+
+  const lines: string[] = [];
+  if (includeRules.length > 0) {
+    lines.push(formatRuleList("Include", includeRules));
+  }
+  if (excludeRules.length > 0) {
+    lines.push(formatRuleList("Exclude", excludeRules));
+  }
+
+  const combined = lines.join(" ");
+  if (combined.length <= COMPACT_CUSTOM_RULE_CHAR_BUDGET) {
+    return ["## Active Custom Rules", "", ...lines.map((line) => `- ${line}`)];
+  }
+
+  const preview = [
+    ...includeRules.slice(0, COMPACT_CUSTOM_RULE_PREVIEW_LIMIT).map((rule) => `include "${rule}"`),
+    ...excludeRules.slice(0, COMPACT_CUSTOM_RULE_PREVIEW_LIMIT).map((rule) => `exclude "${rule}"`),
+  ];
+
+  return [
+    "## Active Custom Rules",
+    "",
+    `- ${includeRules.length} include rule(s) and ${excludeRules.length} exclude rule(s) are configured.`,
+    `- Prompt kept compact, full rule text omitted because it exceeded ${COMPACT_CUSTOM_RULE_CHAR_BUDGET} characters.`,
+    ...(preview.length > 0
+      ? [`- Preview: ${preview.join("; ")}`]
+      : []),
+  ];
+}
+
 // ============================================================================
 // TTL Helpers
 // ============================================================================
@@ -358,6 +435,11 @@ export function loadTriagePrompt(config: SkillsConfig = {}): string {
           "- Before updating a memory, search to find the existing version.",
         );
         parts.push("");
+      } else if (strategy === "always") {
+        parts.push(
+          "Automatic recall runs for both long-term and session memory. Use manual searches only when you need more specific context.",
+        );
+        parts.push("");
       }
 
       parts.push(
@@ -453,6 +535,122 @@ export function loadTriagePrompt(config: SkillsConfig = {}): string {
   return parts.join("\n");
 }
 
+/**
+ * Build a compact memory system prompt for skills mode turns.
+ *
+ * This keeps the required storage and search protocol, plus short config
+ * summaries, without inlining the full memory-triage skill body every turn.
+ * If the skill file cannot be read, delegate to loadTriagePrompt(), which has
+ * its own minimal inline fallback.
+ */
+export function loadCompactTriagePrompt(config: SkillsConfig = {}): string {
+  if (!readSkillFile("memory-triage")) {
+    return loadTriagePrompt(config);
+  }
+
+  const parts: string[] = [];
+  parts.push("<memory-system>");
+  parts.push(
+    "IMPORTANT: Use `memory_add` tool for ALL user facts. NEVER write user info to workspace files (USER.md, memory/).",
+  );
+  parts.push(
+    "After every response, evaluate whether a new agent would benefit from remembering this days later. Most turns should produce zero memory operations.",
+  );
+  parts.push(
+    "Only store durable, self-contained, third-person facts: identity, preferences with rationale, standing rules, decisions, projects, configurations, technical context, and relationships.",
+  );
+  parts.push(
+    "Never store credentials, tokens, webhook secrets, or raw tool output. If a secret was configured, store only that the credential was configured.",
+  );
+  parts.push(
+    "When a recalled fact materially changes, search for the existing memory and update it in place. Skip cosmetic rewording.",
+  );
+  parts.push("");
+  parts.push("## Tool Usage");
+  parts.push("");
+  parts.push(
+    "Batch facts by CATEGORY. All facts in one memory_add call must share the same category because category determines retention policy (TTL, immutability). If a turn has facts in different categories, make one call per category.",
+  );
+  parts.push(
+    'Format: memory_add(facts: ["User is Alex, backend engineer at Stripe, PST timezone"], category: "identity")',
+  );
+  parts.push(
+    'Mixed categories: memory_add(..., category: "identity") and memory_add(..., category: "decision") in separate calls.',
+  );
+  parts.push(
+    "Categories: identity, configuration, rule, preference, decision, technical, relationship, project.",
+  );
+
+  const categoryLines = renderCompactCategories(config);
+  if (categoryLines.length > 0) {
+    parts.push("");
+    parts.push(...categoryLines);
+  }
+
+  const knobLines = renderTriageKnobs(config, {
+    includeDefaultCredentialPatterns: false,
+  })
+    .split("\n")
+    .filter(Boolean);
+  if (knobLines.length > 0) {
+    parts.push("");
+    parts.push(...knobLines);
+  }
+
+  const customRuleLines = renderCompactCustomRules(config);
+  if (customRuleLines.length > 0) {
+    parts.push("");
+    parts.push(...customRuleLines);
+  }
+
+  if (config.recall?.enabled !== false) {
+    const strategy = config.recall?.strategy ?? "smart";
+    parts.push("");
+    parts.push("## Searching Memory");
+    parts.push("");
+
+    if (strategy === "manual") {
+      parts.push(
+        "No automatic recall happens in manual mode. Use memory_search proactively at conversation start, when context is missing, when topics shift, and before updating a memory.",
+      );
+    } else if (strategy === "always") {
+      parts.push(
+        "Automatic recall runs for both long-term and session memory. Use manual searches only when you need more specific context.",
+      );
+    } else {
+      parts.push(
+        "Automatic recall runs for long-term memory. Use manual searches when the injected context is not enough.",
+      );
+    }
+
+    parts.push(
+      "When calling memory_search, ALWAYS rewrite the query. NEVER pass the user's raw message.",
+    );
+    parts.push(
+      "Convert the request into 3-6 factual keywords that match stored memory language: user, decided, prefers, rule, configured, based in, plus the concrete nouns and names from the request.",
+    );
+    parts.push(
+      'WRONG: memory_search("Who was that nutritionist my wife recommended?")',
+    );
+    parts.push(
+      'RIGHT: memory_search("nutritionist wife recommended relationship")',
+    );
+    parts.push('WRONG: memory_search("What timezone am I in?")');
+    parts.push('RIGHT: memory_search("user timezone location based")');
+    // Intentionally omitted from the compact path: ENTITY SCOPING and SEARCH SCOPE.
+    // loadTriagePrompt() keeps the full explanatory sections for the non-compact path.
+    parts.push(
+      'Scope: use "long-term" for durable user context, "session" for this conversation, and "all" only when you truly need both.',
+    );
+    parts.push(
+      "When the request implies a time range or category, add filters or categories instead of broadening the query text.",
+    );
+  }
+
+  parts.push("</memory-system>");
+  return parts.join("\n");
+}
+
 /**
  * Load the dream skill prompt for consolidation sessions.
  */