diff --git a/agent/app/service/agents_overview.go b/agent/app/service/agents_overview.go
index a59159b1be8b..610d1fb9d25d 100644
--- a/agent/app/service/agents_overview.go
+++ b/agent/app/service/agents_overview.go
@@ -103,7 +103,7 @@ func countOpenclawConfiguredChannels(conf map[string]interface{}) int {
 
 func loadOpenclawOverviewSkillStats(containerName string) (int, error) {
 	output, err := cmd.RunDefaultWithStdoutBashCfAndTimeOut(
-		"docker exec %s openclaw gateway call skills.status --json 2>&1",
+		"docker exec %s openclaw skills list --json 2>&1",
 		30*time.Second,
 		containerName,
 	)
diff --git a/agent/app/service/agents_skills.go b/agent/app/service/agents_skills.go
index b52224510e06..e4c998eec335 100644
--- a/agent/app/service/agents_skills.go
+++ b/agent/app/service/agents_skills.go
@@ -23,7 +23,10 @@ type openclawSkillListItem struct {
 	Source      string `json:"source"`
 	Bundled     bool   `json:"bundled"`
 	Disabled    bool   `json:"disabled"`
-	SkillKey    string `json:"skillKey"`
+}
+
+type openclawSkillInfo struct {
+	SkillKey string `json:"skillKey"`
 }
 
 type skillhubSearchPayload struct {
@@ -32,6 +35,7 @@ type skillhubSearchPayload struct {
 }
 
 var clawhubSearchLinePattern = regexp.MustCompile(`^(\S+)\s+(.+?)\s+\(([\d.]+)\)$`)
+var ansiEscapePattern = regexp.MustCompile(`\x1b\[[0-9;?]*[ -/]*[@-~]`)
 
 func (a AgentService) ListSkills(req dto.AgentIDReq) ([]dto.AgentSkillItem, error) {
 	_, install, err := a.loadOpenclawAgentAndInstall(req.AgentID)
@@ -41,7 +45,11 @@ func (a AgentService) ListSkills(req dto.AgentIDReq) ([]dto.AgentSkillItem, erro
 	if err := ensureContainerRunning(install.ContainerName); err != nil {
 		return nil, err
 	}
-	output, err := loadOpenclawSkillsStatus(install.ContainerName)
+	output, err := cmd.RunDefaultWithStdoutBashCfAndTimeOut(
+		"docker exec %s openclaw skills list --json 2>&1",
+		30*time.Second,
+		install.ContainerName,
+	)
 	if err != nil {
 		return nil, err
 	}
@@ -86,7 +94,7 @@ func (a AgentService) UpdateSkill(req dto.AgentSkillUpdateReq) error {
 	if err != nil {
 		return err
 	}
-	skillKey, err := getOpenclawSkillKeyFromStatus(install.ContainerName, req.Name)
+	skillKey, err := getOpenclawSkillKey(install.ContainerName, req.Name)
 	if err != nil {
 		return err
 	}
@@ -119,12 +127,15 @@ func (a AgentService) InstallSkill(req dto.AgentSkillInstallReq) error {
 }
 
 func parseOpenclawSkillsList(output string) ([]dto.AgentSkillItem, error) {
-	trimmed := strings.TrimSpace(output)
-	if trimmed == "" {
+	payloadBytes, err := extractEmbeddedJSON(output)
+	if err != nil {
+		return nil, err
+	}
+	if len(payloadBytes) == 0 {
 		return nil, nil
 	}
 	var payload openclawSkillsList
-	if err := json.Unmarshal([]byte(trimmed), &payload); err != nil {
+	if err := json.Unmarshal(payloadBytes, &payload); err != nil {
 		return nil, err
 	}
 	items := make([]dto.AgentSkillItem, 0, len(payload.Skills))
@@ -140,14 +151,6 @@ func parseOpenclawSkillsList(output string) ([]dto.AgentSkillItem, error) {
 	return items, nil
 }
 
-func loadOpenclawSkillsStatus(containerName string) (string, error) {
-	return cmd.RunDefaultWithStdoutBashCfAndTimeOut(
-		"docker exec %s openclaw gateway call skills.status --json 2>&1",
-		30*time.Second,
-		containerName,
-	)
-}
-
 func loadOpenclawSkillSearchOutput(containerName, source, keyword string) (string, error) {
 	switch source {
 	case "skillhub":
@@ -229,32 +232,50 @@ func buildOpenclawSkillInstallCommand(source, slug string) string {
 	}
 }
 
-func getOpenclawSkillKeyFromStatus(containerName, name string) (string, error) {
-	output, err := loadOpenclawSkillsStatus(containerName)
+func getOpenclawSkillKey(containerName, name string) (string, error) {
+	output, err := cmd.RunDefaultWithStdoutBashCfAndTimeOut(
+		"docker exec %s openclaw skills info %q --json 2>&1",
+		30*time.Second,
+		containerName,
+		name,
+	)
 	if err != nil {
 		return "", err
 	}
-	return parseOpenclawSkillKeyFromStatus(name, output)
+	return parseOpenclawSkillKey(name, output)
 }
 
-func parseOpenclawSkillKeyFromStatus(name, output string) (string, error) {
-	trimmed := strings.TrimSpace(output)
-	if trimmed == "" {
-		return "", fmt.Errorf("skill %s does not have a skillKey", name)
+func parseOpenclawSkillKey(name, output string) (string, error) {
+	payloadBytes, err := extractEmbeddedJSON(output)
+	if err != nil {
+		return "", err
 	}
-	var payload openclawSkillsList
-	if err := json.Unmarshal([]byte(trimmed), &payload); err != nil {
+	var payload openclawSkillInfo
+	if err := json.Unmarshal(payloadBytes, &payload); err != nil {
 		return "", err
 	}
-	for _, item := range payload.Skills {
-		if item.Name == name {
-			if item.SkillKey == "" {
-				return "", fmt.Errorf("skill %s does not have a skillKey", name)
-			}
-			return item.SkillKey, nil
+	if payload.SkillKey == "" {
+		return "", fmt.Errorf("skill %s does not have a skillKey", name)
+	}
+	return payload.SkillKey, nil
+}
+
+func extractEmbeddedJSON(output string) ([]byte, error) {
+	trimmed := strings.TrimSpace(ansiEscapePattern.ReplaceAllString(output, ""))
+	if trimmed == "" {
+		return nil, nil
+	}
+	for i := 0; i < len(trimmed); i++ {
+		if trimmed[i] != '{' && trimmed[i] != '[' {
+			continue
+		}
+		decoder := json.NewDecoder(strings.NewReader(trimmed[i:]))
+		var raw json.RawMessage
+		if err := decoder.Decode(&raw); err == nil {
+			return raw, nil
 		}
 	}
-	return "", fmt.Errorf("skill %s not found", name)
+	return nil, fmt.Errorf("json payload not found")
 }
 
 func setOpenclawSkillEnabled(conf map[string]interface{}, skillKey string, enabled bool) {