diff --git a/strix/skills/__init__.py b/strix/skills/__init__.py
index 8a9a5acd..d675514c 100644
--- a/strix/skills/__init__.py
+++ b/strix/skills/__init__.py
@@ -8,7 +8,6 @@ from typing import TypeGuard
 
 import yaml
 
-from strix.telemetry import posthog, scarf
 from strix.utils.resource_paths import get_strix_resource_path
 
 
@@ -241,16 +240,22 @@ def validate_requested_skills(skill_list: list[str], max_skills: int = 5) -> str
     return None
 
 
+_LOADED_SKILLS: set[str] = set()
+_LOADED_SKILLS_LOCK = threading.Lock()
+
+
 def _track_skill_loaded(skill_name: str, file_path: Path) -> None:
     builtin = get_strix_resource_path("skills")
     if not file_path.is_relative_to(builtin):
         skill_name = "custom"
+    with _LOADED_SKILLS_LOCK:
+        _LOADED_SKILLS.add(skill_name)
 
-    def _send() -> None:
-        posthog.skill_loaded(skill_name)
-        scarf.skill_loaded(skill_name)
 
-    threading.Thread(target=_send, daemon=True).start()
+def get_loaded_skill_names() -> list[str]:
+    """Distinct skills loaded so far in this process (custom skills collapse to ``"custom"``)."""
+    with _LOADED_SKILLS_LOCK:
+        return sorted(_LOADED_SKILLS)
 
 
 def _candidate_skill_files(skill_name: str) -> list[Path]:
diff --git a/strix/telemetry/README.md b/strix/telemetry/README.md
index e774ab8f..023eb932 100644
--- a/strix/telemetry/README.md
+++ b/strix/telemetry/README.md
@@ -16,7 +16,7 @@ We collect only very **basic** usage data including:
 **System Context:** OS type, architecture, Strix version\
 **Scan Context:** Scan mode (quick/standard/deep), scan type (whitebox/blackbox)\
 **Model Usage:** Which LLM model is being used and whether it runs via an API key or a model subscription (not prompts or responses)\
-**Feature Usage:** Which built-in skills are loaded\
+**Feature Usage:** Which built-in skills were used during a scan (reported once, at scan end)\
 **Aggregate Metrics:** Vulnerability counts by severity and weakness category (CWE)
 
 ### What We **Never** Collect
diff --git a/strix/telemetry/posthog.py b/strix/telemetry/posthog.py
index 756f163c..a85a843b 100644
--- a/strix/telemetry/posthog.py
+++ b/strix/telemetry/posthog.py
@@ -4,10 +4,12 @@ from typing import TYPE_CHECKING, Any
 import requests
 
 from strix.config import load_settings
+from strix.skills import get_loaded_skill_names
 from strix.telemetry._common import (
     SEND_TIMEOUT,
     SESSION_ID,
     base_props,
+    get_version,
     is_first_run,
 )
 
@@ -35,7 +37,12 @@ def _send(event: str, properties: dict[str, Any]) -> bool:
             "api_key": _POSTHOG_PUBLIC_API_KEY,
             "event": event,
             "distinct_id": SESSION_ID,
-            "properties": properties,
+            "properties": {
+                **properties,
+                "$lib": "strix-cli",
+                "$lib_version": get_version(),
+                "$process_person_profile": False,
+            },
         }
         with requests.post(f"{_POSTHOG_HOST}/capture/", json=payload, timeout=SEND_TIMEOUT):
             pass
@@ -82,16 +89,6 @@ def finding(severity: str, cwe: str | None = None, is_cve: bool = False) -> None
     )
 
 
-def skill_loaded(skill_name: str) -> None:
-    _send(
-        "skill_loaded",
-        {
-            **base_props(),
-            "skill": skill_name,
-        },
-    )
-
-
 def end(report_state: "ReportState", exit_reason: str = "completed") -> None:
     if report_state.posthog_scan_ended_sent:
         return
@@ -130,6 +127,7 @@ def end(report_state: "ReportState", exit_reason: str = "completed") -> None:
             "vulnerabilities_total": len(report_state.vulnerability_reports),
             **{f"vulnerabilities_{k}": v for k, v in vulnerabilities_counts.items()},
             **llm_props,
+            "skills": get_loaded_skill_names(),
         },
     )
 
diff --git a/strix/telemetry/scarf.py b/strix/telemetry/scarf.py
index 22767424..fbaea998 100644
--- a/strix/telemetry/scarf.py
+++ b/strix/telemetry/scarf.py
@@ -7,6 +7,7 @@ from typing import TYPE_CHECKING, Any
 import requests
 
 from strix.config import load_settings
+from strix.skills import get_loaded_skill_names
 from strix.telemetry._common import (
     SEND_TIMEOUT,
     SESSION_ID,
@@ -90,17 +91,6 @@ def finding(severity: str, cwe: str | None = None, is_cve: bool = False) -> None
     )
 
 
-def skill_loaded(skill_name: str) -> None:
-    _send(
-        "skill_loaded",
-        {
-            **base_props(),
-            "session": SESSION_ID,
-            "skill": skill_name,
-        },
-    )
-
-
 def end(report_state: ReportState, exit_reason: str = "completed") -> None:
     if report_state.scarf_scan_ended_sent:
         return
@@ -140,6 +130,7 @@ def end(report_state: ReportState, exit_reason: str = "completed") -> None:
             "vulnerabilities_total": len(report_state.vulnerability_reports),
             **{f"vulnerabilities_{k}": v for k, v in vulnerabilities_counts.items()},
             **llm_props,
+            "skills": ",".join(get_loaded_skill_names()),
         },
     )