diff --git a/CHANGELOG.md b/CHANGELOG.md
index e9378424dec..12a4a0f9c13 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -52,6 +52,7 @@ Docs: https://docs.openclaw.ai
 - Cron: surface failed isolated-run diagnostics in `cron show`, status, and run history when requested tools are unavailable, so blocked cron runs report the actual tool-policy failure instead of a misleading green result. Fixes #75763. Thanks @RyanSandoval.
 - TUI/escape abort: track the in-flight runId after `chat.send` resolves so pressing Esc during the gap before the first gateway event aborts the run instead of repeatedly printing `no active run`. Fixes #1296. Thanks @Lukavyi and @romneyda.
 - TUI/render: stop the long-token sanitizer from injecting literal spaces inside inline code spans, fenced code blocks, table borders, and bare hyphenated/dotted identifiers, so copied package names, entity IDs, and shell line-continuations stay byte-for-byte intact while narrow-terminal protection still chunks unidentifiable long prose tokens. Fixes #48432, #39505. Thanks @DocOellerson, @xeusoc, @CCcassiusdjs, @akramcodez, @brokemac79, @romneyda.
+- Plugin skills: publish plugin-declared skills through the generated plugin skills directory (`~/.openclaw/plugin-skills/`) while keeping direct prompt loading intact, so agent file-based discovery paths find plugin skill `SKILL.md` files and inactive plugin links are cleaned up. Fixes #77296. (#77328) Thanks @zhangguiping-xydt.
 - Gateway/status: label Linux managed gateway services as `systemd user`, making status output explicit about the user-service scope instead of implying a system-level unit. Thanks @vincentkoc.
 - Plugins/install: remove the previous managed plugin directory when a reinstall switches sources, so stale ClawHub and npm copies no longer keep duplicate plugin ids in discovery after the new install wins. Thanks @vincentkoc.
 - Plugins/install: let official plugin reinstall recovery repair source-only installed runtime shadows, so `openclaw plugins install npm:@openclaw/discord --force` can replace the bad package instead of stopping at stale config validation. Thanks @vincentkoc.
diff --git a/src/agents/skills.loadworkspaceskillentries.test.ts b/src/agents/skills.loadworkspaceskillentries.test.ts
index 3f3c0a49c2b..5f0ba4a3347 100644
--- a/src/agents/skills.loadworkspaceskillentries.test.ts
+++ b/src/agents/skills.loadworkspaceskillentries.test.ts
@@ -77,6 +77,7 @@ function loadTestWorkspaceSkillEntries(
   return loadWorkspaceSkillEntries(workspaceDir, {
     managedSkillsDir: path.join(workspaceDir, ".managed"),
     bundledSkillsDir: "",
+    pluginSkillsDir: path.join(workspaceDir, ".plugin-skills"),
     ...opts,
   });
 }
@@ -195,7 +196,17 @@ describe("loadWorkspaceSkillEntries", () => {
       managedSkillsDir: managedDir,
     });
 
-    expect(enabledEntries.map((entry) => entry.skill.name)).toContain("browser-automation");
+    const browserEntry = enabledEntries.find((entry) => entry.skill.name === "browser-automation");
+    const browserSkillDir = path.join(pluginRoot, "skills", "browser-automation");
+    expect(browserEntry?.skill.baseDir).toBe(
+      path.join(workspaceDir, ".plugin-skills", "browser-automation"),
+    );
+    expect(browserEntry?.skill.filePath).toBe(
+      path.join(workspaceDir, ".plugin-skills", "browser-automation", "SKILL.md"),
+    );
+    await expect(
+      fs.readlink(path.join(workspaceDir, ".plugin-skills", "browser-automation")),
+    ).resolves.toBe(browserSkillDir);
 
     const blockedEntries = loadTestWorkspaceSkillEntries(workspaceDir, {
       config: {
@@ -207,6 +218,9 @@ describe("loadWorkspaceSkillEntries", () => {
     });
 
     expect(blockedEntries.map((entry) => entry.skill.name)).not.toContain("browser-automation");
+    await expect(
+      fs.lstat(path.join(workspaceDir, ".plugin-skills", "browser-automation")),
+    ).rejects.toMatchObject({ code: "ENOENT" });
   });
 
   it("loads frontmatter edge cases in one workspace", async () => {
diff --git a/src/agents/skills/plugin-skills.test.ts b/src/agents/skills/plugin-skills.test.ts
index 3e1a34c54fa..d68d4f39bbe 100644
--- a/src/agents/skills/plugin-skills.test.ts
+++ b/src/agents/skills/plugin-skills.test.ts
@@ -1,3 +1,4 @@
+import fsSync from "node:fs";
 import fs from "node:fs/promises";
 import path from "node:path";
 import { afterEach, beforeAll, beforeEach, describe, expect, it, vi } from "vitest";
@@ -8,6 +9,7 @@ import {
 import type { OpenClawConfig } from "../../config/config.js";
 import type { PluginManifestRegistry } from "../../plugins/manifest-registry.js";
 import { createTrackedTempDirs } from "../../test-utils/tracked-temp-dirs.js";
+import { __testing } from "./plugin-skills.js";
 
 const hoisted = vi.hoisted(() => {
   const loadManifestRegistry = vi.fn();
@@ -279,6 +281,31 @@ describe("resolvePluginSkillDirs", () => {
     expect(dirs).toEqual([]);
   });
 
+  it("cleans up generated plugin skill links when the plugin registry is empty", async () => {
+    const workspaceDir = await tempDirs.make("openclaw-");
+    const pluginSkillsDir = await tempDirs.make("managed-plugin-skills-");
+    const staleRoot = await tempDirs.make("stale-plugin-skills-");
+    const staleSkill = path.join(staleRoot, "stale-skill");
+    await fs.mkdir(staleSkill, { recursive: true });
+    fsSync.symlinkSync(staleSkill, path.join(pluginSkillsDir, "stale-skill"), "dir");
+
+    hoisted.loadPluginManifestRegistryForInstalledIndex.mockReturnValue({
+      diagnostics: [],
+      plugins: [],
+    });
+
+    const dirs = resolvePluginSkillDirs({
+      workspaceDir,
+      config: {} as OpenClawConfig,
+      pluginSkillsDir,
+    });
+
+    expect(dirs).toEqual([]);
+    await expect(fs.lstat(path.join(pluginSkillsDir, "stale-skill"))).rejects.toMatchObject({
+      code: "ENOENT",
+    });
+  });
+
   it("resolves Claude bundle command roots through the normal plugin skill path", async () => {
     const workspaceDir = await tempDirs.make("openclaw-");
     const pluginRoot = await tempDirs.make("openclaw-claude-bundle-");
@@ -337,3 +364,191 @@ describe("resolvePluginSkillDirs", () => {
     expect(dirs).toEqual([path.resolve(pluginRoot, "skills")]);
   });
 });
+
+describe("publishPluginSkills", () => {
+  const { publishPluginSkills } = __testing;
+
+  async function writeSkillDir(
+    parentDir: string,
+    name: string,
+    description = `${name} description`,
+  ) {
+    const dir = path.join(parentDir, name);
+    await fs.mkdir(dir, { recursive: true });
+    await fs.writeFile(
+      path.join(dir, "SKILL.md"),
+      `---\nname: ${name}\ndescription: ${description}\n---\n\n# ${name}\n`,
+    );
+    return dir;
+  }
+
+  it("creates symlinks for each plugin skill dir", async () => {
+    const skillParent = await tempDirs.make("plugin-skills-");
+    const managedDir = await tempDirs.make("managed-skills-");
+
+    const dirA = await writeSkillDir(skillParent, "skill-a");
+    const dirB = await writeSkillDir(skillParent, "skill-b");
+
+    publishPluginSkills([dirA, dirB], {
+      pluginSkillsDir: managedDir,
+    });
+
+    const linkA = path.join(managedDir, "skill-a");
+    const linkB = path.join(managedDir, "skill-b");
+    expect(fsSync.readlinkSync(linkA)).toBe(dirA);
+    expect(fsSync.readlinkSync(linkB)).toBe(dirB);
+  });
+
+  it("is idempotent: skips symlinks that already point to the same target", async () => {
+    const skillParent = await tempDirs.make("plugin-skills-");
+    const managedDir = await tempDirs.make("managed-skills-");
+
+    const dir = await writeSkillDir(skillParent, "my-skill");
+
+    publishPluginSkills([dir], { pluginSkillsDir: managedDir });
+    const mtimeAfterFirst = (await fs.lstat(path.join(managedDir, "my-skill"))).mtimeMs;
+
+    // Second call with same input should preserve the existing symlink.
+    publishPluginSkills([dir], { pluginSkillsDir: managedDir });
+    const mtimeAfterSecond = (await fs.lstat(path.join(managedDir, "my-skill"))).mtimeMs;
+
+    expect(mtimeAfterSecond).toBe(mtimeAfterFirst);
+    expect(fsSync.readlinkSync(path.join(managedDir, "my-skill"))).toBe(dir);
+  });
+
+  it("replaces owned generated symlinks when a plugin skill target moves", async () => {
+    const skillParent1 = await tempDirs.make("plugin-skills-1-");
+    const skillParent2 = await tempDirs.make("plugin-skills-2-");
+    const managedDir = await tempDirs.make("managed-skills-");
+
+    const dir1 = await writeSkillDir(skillParent1, "my-skill", "old");
+    const dir2 = await writeSkillDir(skillParent2, "my-skill", "new");
+
+    fsSync.symlinkSync(dir1, path.join(managedDir, "my-skill"), "dir");
+
+    publishPluginSkills([dir2], { pluginSkillsDir: managedDir });
+
+    expect(fsSync.readlinkSync(path.join(managedDir, "my-skill"))).toBe(dir2);
+  });
+
+  it("cleans up stale symlinks whose targets still exist", async () => {
+    const skillParent = await tempDirs.make("plugin-skills-");
+    const managedDir = await tempDirs.make("managed-skills-");
+
+    const dir = await writeSkillDir(skillParent, "current-skill");
+    const staleDir = await writeSkillDir(skillParent, "stale-skill");
+
+    fsSync.symlinkSync(staleDir, path.join(managedDir, "stale-skill"), "dir");
+
+    publishPluginSkills([dir], { pluginSkillsDir: managedDir });
+
+    expect(fsSync.existsSync(path.join(managedDir, "current-skill"))).toBe(true);
+    expect(fsSync.existsSync(path.join(managedDir, "stale-skill"))).toBe(false);
+  });
+
+  it("cleans up broken symlinks (dangling)", async () => {
+    const skillParent = await tempDirs.make("plugin-skills-");
+    const managedDir = await tempDirs.make("managed-skills-");
+
+    const dir = await writeSkillDir(skillParent, "current-skill");
+    const nonexistentDir = path.join(skillParent, "nonexistent");
+
+    // Create a symlink to a nonexistent directory.
+    fsSync.symlinkSync(nonexistentDir, path.join(managedDir, "broken-skill"), "dir");
+
+    publishPluginSkills([dir], { pluginSkillsDir: managedDir });
+
+    expect(fsSync.existsSync(path.join(managedDir, "current-skill"))).toBe(true);
+    // Broken symlink pointing to nonexistent target should be removed.
+    expect(fsSync.existsSync(path.join(managedDir, "broken-skill"))).toBe(false);
+  });
+
+  it.runIf(process.platform !== "win32")(
+    "skips child skill directories whose SKILL.md symlinks outside the declared root",
+    async () => {
+      const skillParent = await tempDirs.make("plugin-skills-");
+      const managedDir = await tempDirs.make("managed-skills-");
+      const outsideDir = await tempDirs.make("outside-skill-file-");
+      const parentDir = path.join(skillParent, "skills");
+      const leakDir = path.join(parentDir, "leak");
+      await fs.mkdir(leakDir, { recursive: true });
+      await fs.writeFile(
+        path.join(outsideDir, "SKILL.md"),
+        "---\nname: leak\ndescription: Outside\n---\n",
+      );
+      await fs.symlink(path.join(outsideDir, "SKILL.md"), path.join(leakDir, "SKILL.md"));
+      const validDir = await writeSkillDir(parentDir, "valid");
+
+      publishPluginSkills([parentDir], { pluginSkillsDir: managedDir });
+
+      expect(fsSync.existsSync(path.join(managedDir, "leak"))).toBe(false);
+      expect(fsSync.readlinkSync(path.join(managedDir, "valid"))).toBe(validDir);
+    },
+  );
+
+  it("does not create managed skills dir when skill dirs list is empty", async () => {
+    const parent = await tempDirs.make("parent-");
+    const managedDir = path.join(parent, "does-not-exist");
+    publishPluginSkills([], { pluginSkillsDir: managedDir });
+    expect(fsSync.existsSync(managedDir)).toBe(false);
+  });
+
+  it("skips directories that do not contain a SKILL.md and have no skill children", async () => {
+    const skillParent = await tempDirs.make("plugin-skills-");
+    const managedDir = await tempDirs.make("managed-skills-");
+
+    // Create a dir without SKILL.md – should be skipped.
+    const emptyDir = path.join(skillParent, "empty-dir");
+    await fs.mkdir(emptyDir, { recursive: true });
+
+    publishPluginSkills([emptyDir], {
+      pluginSkillsDir: managedDir,
+    });
+
+    expect(fsSync.existsSync(path.join(managedDir, "empty-dir"))).toBe(false);
+  });
+
+  it("expands parent skill containers to child directories that contain SKILL.md", async () => {
+    const skillParent = await tempDirs.make("plugin-skills-");
+    const managedDir = await tempDirs.make("managed-skills-");
+
+    // Create a parent skills dir with child skill dirs (the layout used by
+    // bundled plugins like browser and memory-wiki).
+    const parentDir = path.join(skillParent, "skills");
+    const childA = await writeSkillDir(parentDir, "browser");
+    const childB = await writeSkillDir(parentDir, "memory");
+
+    publishPluginSkills([parentDir], {
+      pluginSkillsDir: managedDir,
+    });
+
+    // Child skill dirs should be published under their basenames.
+    expect(fsSync.readlinkSync(path.join(managedDir, "browser"))).toBe(childA);
+    expect(fsSync.readlinkSync(path.join(managedDir, "memory"))).toBe(childB);
+
+    // The parent dir itself should NOT be published (no SKILL.md there).
+    expect(fsSync.existsSync(path.join(managedDir, "skills"))).toBe(false);
+  });
+
+  it("handles empty skill dirs list without error", async () => {
+    const managedDir = await tempDirs.make("managed-skills-");
+    publishPluginSkills([], { pluginSkillsDir: managedDir });
+    // No error expected. The managed dir may or may not be created.
+  });
+
+  it("handles collision: same basename from different plugins uses first one", async () => {
+    const skillParent1 = await tempDirs.make("plugin-skills-1-");
+    const skillParent2 = await tempDirs.make("plugin-skills-2-");
+    const managedDir = await tempDirs.make("managed-skills-");
+
+    const dir1 = await writeSkillDir(skillParent1, "shared-name", "first");
+    const dir2 = await writeSkillDir(skillParent2, "shared-name", "second");
+
+    publishPluginSkills([dir1, dir2], {
+      pluginSkillsDir: managedDir,
+    });
+
+    // First one wins.
+    expect(fsSync.readlinkSync(path.join(managedDir, "shared-name"))).toBe(dir1);
+  });
+});
diff --git a/src/agents/skills/plugin-skills.ts b/src/agents/skills/plugin-skills.ts
index df4b24826ab..7c2ed971db0 100644
--- a/src/agents/skills/plugin-skills.ts
+++ b/src/agents/skills/plugin-skills.ts
@@ -11,12 +11,15 @@ import {
 import { loadPluginMetadataSnapshot } from "../../plugins/plugin-metadata-snapshot.js";
 import { hasKind } from "../../plugins/slots.js";
 import { isPathInsideWithRealpath } from "../../security/scan-paths.js";
+import { CONFIG_DIR } from "../../utils.js";
 
 const log = createSubsystemLogger("skills");
 
 export function resolvePluginSkillDirs(params: {
   workspaceDir: string | undefined;
   config?: OpenClawConfig;
+  /** Override the plugin skills directory for testing. */
+  pluginSkillsDir?: string;
 }): string[] {
   const workspaceDir = (params.workspaceDir ?? "").trim();
   if (!workspaceDir) {
@@ -29,6 +32,9 @@ export function resolvePluginSkillDirs(params: {
   });
   const registry = metadataSnapshot.manifestRegistry;
   if (registry.plugins.length === 0) {
+    publishPluginSkills([], {
+      pluginSkillsDir: params.pluginSkillsDir,
+    });
     return [];
   }
   const normalizedPlugins = normalizePluginsConfigWithResolver(
@@ -93,5 +99,160 @@ export function resolvePluginSkillDirs(params: {
     }
   }
 
+  publishPluginSkills(resolved, {
+    pluginSkillsDir: params.pluginSkillsDir,
+  });
+
   return resolved;
 }
+
+function resolveDefaultPluginSkillsDir(): string {
+  return path.join(CONFIG_DIR, "plugin-skills");
+}
+
+/**
+ * Collect skill dir targets from a resolved directory.
+ * If the directory contains a direct SKILL.md it is published as-is.
+ * Otherwise child subdirectories that contain SKILL.md are expanded.
+ */
+function collectSkillTargets(dir: string, targets: Map<string, string>): void {
+  if (hasPublishableSkillFile({ skillDir: dir, rootDir: dir })) {
+    const basename = path.basename(dir);
+    const existing = targets.get(basename);
+    if (existing) {
+      log.warn(
+        `plugin skill name collision: "${basename}" resolves to both ${existing} and ${dir}; ` +
+          `only the first will be published`,
+      );
+      return;
+    }
+    targets.set(basename, dir);
+    return;
+  }
+
+  let entries: fs.Dirent[];
+  try {
+    entries = fs.readdirSync(dir, { withFileTypes: true });
+  } catch {
+    return;
+  }
+  for (const entry of entries) {
+    if (!entry.isDirectory()) continue;
+    const childPath = path.join(dir, entry.name);
+    if (!hasPublishableSkillFile({ skillDir: childPath, rootDir: dir })) continue;
+    const basename = entry.name;
+    const existing = targets.get(basename);
+    if (existing) {
+      log.warn(
+        `plugin skill name collision: "${basename}" resolves to both ${existing} and ${childPath}; ` +
+          `only the first will be published`,
+      );
+      continue;
+    }
+    targets.set(basename, childPath);
+  }
+}
+
+function hasPublishableSkillFile(params: { skillDir: string; rootDir: string }): boolean {
+  const skillMd = path.join(params.skillDir, "SKILL.md");
+  let skillMdStat: fs.Stats;
+  try {
+    skillMdStat = fs.lstatSync(skillMd);
+  } catch {
+    return false;
+  }
+  if (!skillMdStat.isFile() || skillMdStat.isSymbolicLink()) {
+    log.warn(`plugin skill SKILL.md is not a regular file: ${skillMd}`);
+    return false;
+  }
+  if (!isPathInsideWithRealpath(params.rootDir, skillMd, { requireRealpath: true })) {
+    log.warn(`plugin skill SKILL.md escapes declared skill root: ${skillMd}`);
+    return false;
+  }
+  return true;
+}
+
+/**
+ * Creates symlinks from each resolved plugin skill directory into the
+ * plugin skills directory (~/.openclaw/plugin-skills/) so the agent SDK can
+ * discover them at the conventional file-system path.
+ *
+ * The plugin-skills directory is fully owned by OpenClaw — every entry is
+ * a generated symlink. Cleanup of stale links is therefore safe.
+ */
+function publishPluginSkills(skillDirs: string[], opts?: { pluginSkillsDir?: string }): void {
+  const pluginSkillsDir = opts?.pluginSkillsDir ?? resolveDefaultPluginSkillsDir();
+  const managedTargets = new Map<string, string>();
+
+  // Collect basename → target mappings, reporting collisions.
+  // Directories that contain SKILL.md are published as-is.
+  // Parent containers (e.g. ./skills/) are expanded to their child
+  // directories that each contain a SKILL.md.
+  for (const dir of skillDirs) {
+    collectSkillTargets(dir, managedTargets);
+  }
+
+  // Plugin skill symlinks are owned by OpenClaw and publish at extra-dir
+  // precedence, so they never shadow managed or bundled skills.
+  for (const [name, target] of managedTargets) {
+    const linkPath = path.join(pluginSkillsDir, name);
+    try {
+      fs.mkdirSync(pluginSkillsDir, { recursive: true });
+    } catch {
+      // best-effort; symlink will fail below if dir is truly unusable
+    }
+    try {
+      const existingTarget = fs.readlinkSync(linkPath);
+      if (existingTarget === target) {
+        continue;
+      }
+      fs.unlinkSync(linkPath);
+    } catch (err) {
+      if (!isNotFoundError(err)) {
+        log.warn(`failed to inspect plugin skill symlink "${linkPath}": ${String(err)}`);
+        continue;
+      }
+    }
+    try {
+      fs.symlinkSync(target, linkPath, "dir");
+    } catch (err) {
+      log.warn(`failed to create plugin skill symlink "${linkPath}" → "${target}": ${String(err)}`);
+    }
+  }
+
+  // Clean up stale symlinks for plugin skills that are no longer active.
+  // The plugin-skills directory is fully owned by OpenClaw: every entry is a
+  // generated symlink, so stale-link removal is safe without extra proof.
+  let existingEntries: fs.Dirent[];
+  try {
+    existingEntries = fs.readdirSync(pluginSkillsDir, { withFileTypes: true });
+  } catch {
+    return;
+  }
+  for (const entry of existingEntries) {
+    if (!entry.isSymbolicLink()) {
+      continue;
+    }
+    if (managedTargets.has(entry.name)) {
+      continue;
+    }
+    const linkPath = path.join(pluginSkillsDir, entry.name);
+    try {
+      fs.unlinkSync(linkPath);
+    } catch {
+      // best-effort cleanup
+    }
+  }
+}
+
+function isNotFoundError(err: unknown): boolean {
+  if (!err || typeof err !== "object") {
+    return false;
+  }
+  const code = (err as Record<string, unknown>).code;
+  return code === "ENOENT" || code === "ENOTDIR";
+}
+
+export const __testing = {
+  publishPluginSkills,
+};
diff --git a/src/agents/skills/workspace.ts b/src/agents/skills/workspace.ts
index bced0bb130f..0b4b569779a 100644
--- a/src/agents/skills/workspace.ts
+++ b/src/agents/skills/workspace.ts
@@ -405,6 +405,108 @@ function loadContainedSkillRecords(params: {
   );
 }
 
+function isPathInsideAnyRoot(rootRealPaths: readonly string[], candidateRealPath: string): boolean {
+  return rootRealPaths.some((rootRealPath) => isPathInside(rootRealPath, candidateRealPath));
+}
+
+function resolvePluginSkillRootRealPaths(pluginSkillDirs: readonly string[]): string[] {
+  return pluginSkillDirs
+    .map((dir) => tryRealpath(dir))
+    .filter((dir): dir is string => Boolean(dir))
+    .filter((dir, index, all) => all.indexOf(dir) === index);
+}
+
+function loadGeneratedPluginSkillRecords(params: {
+  pluginSkillsDir: string;
+  pluginSkillDirs: readonly string[];
+  source: string;
+  limits: ResolvedSkillsLimits;
+}): LoadedSkillRecord[] {
+  const allowedRootRealPaths = resolvePluginSkillRootRealPaths(params.pluginSkillDirs);
+  if (allowedRootRealPaths.length === 0) {
+    return [];
+  }
+
+  const rootDir = path.resolve(params.pluginSkillsDir);
+  if (!fs.existsSync(rootDir)) {
+    return [];
+  }
+  const rootRealPath = tryRealpath(rootDir) ?? rootDir;
+  const maxCandidatesPerRoot = Math.max(0, params.limits.maxCandidatesPerRoot);
+  const maxSkillsLoadedPerSource = Math.max(0, params.limits.maxSkillsLoadedPerSource);
+  const childDirScan = listChildDirectories(rootDir, {
+    maxCandidateDirs: maxCandidatesPerRoot,
+  });
+  const childDirs =
+    maxSkillsLoadedPerSource === 0
+      ? []
+      : childDirScan.dirs.toSorted().slice(0, maxCandidatesPerRoot);
+  const loadedSkills: LoadedSkillRecord[] = [];
+
+  for (const name of childDirs) {
+    const skillDir = path.join(rootDir, name);
+    if (!isSymlinkPath(skillDir)) {
+      continue;
+    }
+    const skillDirRealPath = tryRealpath(skillDir);
+    if (!skillDirRealPath || !isPathInsideAnyRoot(allowedRootRealPaths, skillDirRealPath)) {
+      if (skillDirRealPath) {
+        warnEscapedSkillPath({
+          source: params.source,
+          rootDir,
+          rootRealPath,
+          candidatePath: path.resolve(skillDir),
+          candidateRealPath: skillDirRealPath,
+        });
+      }
+      continue;
+    }
+
+    const skillMd = path.join(skillDir, "SKILL.md");
+    let skillMdStat: fs.Stats;
+    try {
+      skillMdStat = fs.lstatSync(skillMd);
+    } catch {
+      continue;
+    }
+    if (!skillMdStat.isFile() || skillMdStat.isSymbolicLink()) {
+      continue;
+    }
+    const skillMdRealPath = tryRealpath(skillMd);
+    if (!skillMdRealPath || !isPathInside(skillDirRealPath, skillMdRealPath)) {
+      continue;
+    }
+    if (skillMdStat.size > params.limits.maxSkillFileBytes) {
+      skillsLogger.warn("Skipping skill due to oversized SKILL.md.", {
+        skill: name,
+        filePath: skillMd,
+        size: skillMdStat.size,
+        maxSkillFileBytes: params.limits.maxSkillFileBytes,
+      });
+      continue;
+    }
+
+    loadedSkills.push(
+      ...loadContainedSkillRecords({
+        skillDir,
+        source: params.source,
+        maxSkillFileBytes: params.limits.maxSkillFileBytes,
+      }),
+    );
+    if (loadedSkills.length >= maxSkillsLoadedPerSource) {
+      break;
+    }
+  }
+
+  if (loadedSkills.length > maxSkillsLoadedPerSource) {
+    return loadedSkills
+      .slice()
+      .sort((a, b) => a.skill.name.localeCompare(b.skill.name, "en"))
+      .slice(0, maxSkillsLoadedPerSource);
+  }
+  return loadedSkills;
+}
+
 function loadSkillEntries(
   workspaceDir: string,
   opts?: {
@@ -412,6 +514,7 @@ function loadSkillEntries(
     agentId?: string;
     managedSkillsDir?: string;
     bundledSkillsDir?: string;
+    pluginSkillsDir?: string;
   },
 ): SkillEntry[] {
   const limits = resolveSkillsLimits(opts?.config, opts?.agentId);
@@ -631,11 +734,13 @@ function loadSkillEntries(
   const managedSkillsDir = opts?.managedSkillsDir ?? path.join(CONFIG_DIR, "skills");
   const workspaceSkillsDir = path.resolve(workspaceDir, "skills");
   const bundledSkillsDir = opts?.bundledSkillsDir ?? resolveBundledSkillsDir();
+  const pluginSkillsDir = opts?.pluginSkillsDir ?? path.join(CONFIG_DIR, "plugin-skills");
   const extraDirsRaw = opts?.config?.skills?.load?.extraDirs ?? [];
   const extraDirs = extraDirsRaw.map((d) => normalizeOptionalString(d) ?? "").filter(Boolean);
   const pluginSkillDirs = resolvePluginSkillDirs({
     workspaceDir,
     config: opts?.config,
+    pluginSkillsDir,
   });
   const mergedExtraDirs = [...extraDirs, ...pluginSkillDirs];
 
@@ -645,13 +750,21 @@ function loadSkillEntries(
         source: "openclaw-bundled",
       })
     : [];
-  const extraSkills = mergedExtraDirs.flatMap((dir) => {
-    const resolved = resolveUserPath(dir);
-    return loadSkills({
-      dir: resolved,
+  const extraSkills = [
+    ...mergedExtraDirs.flatMap((dir) => {
+      const resolved = resolveUserPath(dir);
+      return loadSkills({
+        dir: resolved,
+        source: "openclaw-extra",
+      });
+    }),
+    ...loadGeneratedPluginSkillRecords({
+      pluginSkillsDir,
+      pluginSkillDirs,
       source: "openclaw-extra",
-    });
-  });
+      limits,
+    }),
+  ];
   const managedSkills = loadSkills({
     dir: managedSkillsDir,
     source: "openclaw-managed",
@@ -937,6 +1050,7 @@ export function loadWorkspaceSkillEntries(
     config?: OpenClawConfig;
     managedSkillsDir?: string;
     bundledSkillsDir?: string;
+    pluginSkillsDir?: string;
     skillFilter?: string[];
     agentId?: string;
     eligibility?: SkillEligibilityContext;