diff --git a/tools/skillgen/expected/graphify__skill-agents.md b/tools/skillgen/expected/graphify__skill-agents.md
index 20e2883..afb4ecc 100644
--- a/tools/skillgen/expected/graphify__skill-agents.md
+++ b/tools/skillgen/expected/graphify__skill-agents.md
@@ -131,7 +131,7 @@ Omit any category with 0 files from the summary.
 
 Then act on it:
 - If `total_files` is 0: stop with "No supported files found in [path]."
-- If `skipped_sensitive` is non-empty: mention file count skipped, not the file names.
+- If `skipped_sensitive` is non-empty: report the count and list the skipped file names, so a wrongly-flagged source or doc is visible and can be renamed or moved (#2106).
 - If `total_words` > 2,000,000 OR `total_files` > 500: show the warning. Then compute the top 5 first-level subdirectories by file count:
   - Read `scan_root` from the detect JSON (always an absolute path to the resolved INPUT_PATH).
   - Concatenate all file lists across all types (`code`, `document`, `paper`, `image`, `video`).
diff --git a/tools/skillgen/expected/graphify__skill-aider.md b/tools/skillgen/expected/graphify__skill-aider.md
index 8d13335..4f03ccb 100644
--- a/tools/skillgen/expected/graphify__skill-aider.md
+++ b/tools/skillgen/expected/graphify__skill-aider.md
@@ -123,7 +123,7 @@ Omit any category with 0 files from the summary.
 
 Then act on it:
 - If `total_files` is 0: stop with "No supported files found in [path]."
-- If `skipped_sensitive` is non-empty: mention file count skipped, not the file names.
+- If `skipped_sensitive` is non-empty: report the count and list the skipped file names, so a wrongly-flagged source or doc is visible and can be renamed or moved (#2106).
 - If `total_words` > 2,000,000 OR `total_files` > 200: show the warning and the top 5 subdirectories by file count, then ask which subfolder to run on. Wait for the user's answer before proceeding.
 - Otherwise: proceed directly to Step 2.5 if video files were detected, or Step 3 if not.
 
diff --git a/tools/skillgen/expected/graphify__skill-amp.md b/tools/skillgen/expected/graphify__skill-amp.md
index 20e2883..afb4ecc 100644
--- a/tools/skillgen/expected/graphify__skill-amp.md
+++ b/tools/skillgen/expected/graphify__skill-amp.md
@@ -131,7 +131,7 @@ Omit any category with 0 files from the summary.
 
 Then act on it:
 - If `total_files` is 0: stop with "No supported files found in [path]."
-- If `skipped_sensitive` is non-empty: mention file count skipped, not the file names.
+- If `skipped_sensitive` is non-empty: report the count and list the skipped file names, so a wrongly-flagged source or doc is visible and can be renamed or moved (#2106).
 - If `total_words` > 2,000,000 OR `total_files` > 500: show the warning. Then compute the top 5 first-level subdirectories by file count:
   - Read `scan_root` from the detect JSON (always an absolute path to the resolved INPUT_PATH).
   - Concatenate all file lists across all types (`code`, `document`, `paper`, `image`, `video`).
diff --git a/tools/skillgen/expected/graphify__skill-claw.md b/tools/skillgen/expected/graphify__skill-claw.md
index 977bb9d..d98865c 100644
--- a/tools/skillgen/expected/graphify__skill-claw.md
+++ b/tools/skillgen/expected/graphify__skill-claw.md
@@ -131,7 +131,7 @@ Omit any category with 0 files from the summary.
 
 Then act on it:
 - If `total_files` is 0: stop with "No supported files found in [path]."
-- If `skipped_sensitive` is non-empty: mention file count skipped, not the file names.
+- If `skipped_sensitive` is non-empty: report the count and list the skipped file names, so a wrongly-flagged source or doc is visible and can be renamed or moved (#2106).
 - If `total_words` > 2,000,000 OR `total_files` > 500: show the warning. Then compute the top 5 first-level subdirectories by file count:
   - Read `scan_root` from the detect JSON (always an absolute path to the resolved INPUT_PATH).
   - Concatenate all file lists across all types (`code`, `document`, `paper`, `image`, `video`).
diff --git a/tools/skillgen/expected/graphify__skill-codex.md b/tools/skillgen/expected/graphify__skill-codex.md
index 44613ea..0c821a2 100644
--- a/tools/skillgen/expected/graphify__skill-codex.md
+++ b/tools/skillgen/expected/graphify__skill-codex.md
@@ -131,7 +131,7 @@ Omit any category with 0 files from the summary.
 
 Then act on it:
 - If `total_files` is 0: stop with "No supported files found in [path]."
-- If `skipped_sensitive` is non-empty: mention file count skipped, not the file names.
+- If `skipped_sensitive` is non-empty: report the count and list the skipped file names, so a wrongly-flagged source or doc is visible and can be renamed or moved (#2106).
 - If `total_words` > 2,000,000 OR `total_files` > 500: show the warning. Then compute the top 5 first-level subdirectories by file count:
   - Read `scan_root` from the detect JSON (always an absolute path to the resolved INPUT_PATH).
   - Concatenate all file lists across all types (`code`, `document`, `paper`, `image`, `video`).
diff --git a/tools/skillgen/expected/graphify__skill-copilot.md b/tools/skillgen/expected/graphify__skill-copilot.md
index 977bb9d..d98865c 100644
--- a/tools/skillgen/expected/graphify__skill-copilot.md
+++ b/tools/skillgen/expected/graphify__skill-copilot.md
@@ -131,7 +131,7 @@ Omit any category with 0 files from the summary.
 
 Then act on it:
 - If `total_files` is 0: stop with "No supported files found in [path]."
-- If `skipped_sensitive` is non-empty: mention file count skipped, not the file names.
+- If `skipped_sensitive` is non-empty: report the count and list the skipped file names, so a wrongly-flagged source or doc is visible and can be renamed or moved (#2106).
 - If `total_words` > 2,000,000 OR `total_files` > 500: show the warning. Then compute the top 5 first-level subdirectories by file count:
   - Read `scan_root` from the detect JSON (always an absolute path to the resolved INPUT_PATH).
   - Concatenate all file lists across all types (`code`, `document`, `paper`, `image`, `video`).
diff --git a/tools/skillgen/expected/graphify__skill-devin.md b/tools/skillgen/expected/graphify__skill-devin.md
index 0866e4a..e3e6d2d 100644
--- a/tools/skillgen/expected/graphify__skill-devin.md
+++ b/tools/skillgen/expected/graphify__skill-devin.md
@@ -136,7 +136,7 @@ Omit any category with 0 files from the summary.
 
 Then act on it:
 - If `total_files` is 0: stop with "No supported files found in [path]."
-- If `skipped_sensitive` is non-empty: mention file count skipped, not the file names.
+- If `skipped_sensitive` is non-empty: report the count and list the skipped file names, so a wrongly-flagged source or doc is visible and can be renamed or moved (#2106).
 - If `total_words` > 2,000,000 OR `total_files` > 200: show the warning and the top 5 subdirectories by file count, then ask which subfolder to run on. Wait for the user's answer before proceeding.
 - Otherwise: proceed directly to Step 2.5 if video files were detected, or Step 3 if not.
 
diff --git a/tools/skillgen/expected/graphify__skill-droid.md b/tools/skillgen/expected/graphify__skill-droid.md
index 56388a2..c3815d5 100644
--- a/tools/skillgen/expected/graphify__skill-droid.md
+++ b/tools/skillgen/expected/graphify__skill-droid.md
@@ -131,7 +131,7 @@ Omit any category with 0 files from the summary.
 
 Then act on it:
 - If `total_files` is 0: stop with "No supported files found in [path]."
-- If `skipped_sensitive` is non-empty: mention file count skipped, not the file names.
+- If `skipped_sensitive` is non-empty: report the count and list the skipped file names, so a wrongly-flagged source or doc is visible and can be renamed or moved (#2106).
 - If `total_words` > 2,000,000 OR `total_files` > 500: show the warning. Then compute the top 5 first-level subdirectories by file count:
   - Read `scan_root` from the detect JSON (always an absolute path to the resolved INPUT_PATH).
   - Concatenate all file lists across all types (`code`, `document`, `paper`, `image`, `video`).
diff --git a/tools/skillgen/expected/graphify__skill-kilo.md b/tools/skillgen/expected/graphify__skill-kilo.md
index b3d77a8..dbb4658 100644
--- a/tools/skillgen/expected/graphify__skill-kilo.md
+++ b/tools/skillgen/expected/graphify__skill-kilo.md
@@ -131,7 +131,7 @@ Omit any category with 0 files from the summary.
 
 Then act on it:
 - If `total_files` is 0: stop with "No supported files found in [path]."
-- If `skipped_sensitive` is non-empty: mention file count skipped, not the file names.
+- If `skipped_sensitive` is non-empty: report the count and list the skipped file names, so a wrongly-flagged source or doc is visible and can be renamed or moved (#2106).
 - If `total_words` > 2,000,000 OR `total_files` > 500: show the warning. Then compute the top 5 first-level subdirectories by file count:
   - Read `scan_root` from the detect JSON (always an absolute path to the resolved INPUT_PATH).
   - Concatenate all file lists across all types (`code`, `document`, `paper`, `image`, `video`).
diff --git a/tools/skillgen/expected/graphify__skill-kiro.md b/tools/skillgen/expected/graphify__skill-kiro.md
index 977bb9d..d98865c 100644
--- a/tools/skillgen/expected/graphify__skill-kiro.md
+++ b/tools/skillgen/expected/graphify__skill-kiro.md
@@ -131,7 +131,7 @@ Omit any category with 0 files from the summary.
 
 Then act on it:
 - If `total_files` is 0: stop with "No supported files found in [path]."
-- If `skipped_sensitive` is non-empty: mention file count skipped, not the file names.
+- If `skipped_sensitive` is non-empty: report the count and list the skipped file names, so a wrongly-flagged source or doc is visible and can be renamed or moved (#2106).
 - If `total_words` > 2,000,000 OR `total_files` > 500: show the warning. Then compute the top 5 first-level subdirectories by file count:
   - Read `scan_root` from the detect JSON (always an absolute path to the resolved INPUT_PATH).
   - Concatenate all file lists across all types (`code`, `document`, `paper`, `image`, `video`).
diff --git a/tools/skillgen/expected/graphify__skill-opencode.md b/tools/skillgen/expected/graphify__skill-opencode.md
index 87f2831..cf5dae4 100644
--- a/tools/skillgen/expected/graphify__skill-opencode.md
+++ b/tools/skillgen/expected/graphify__skill-opencode.md
@@ -131,7 +131,7 @@ Omit any category with 0 files from the summary.
 
 Then act on it:
 - If `total_files` is 0: stop with "No supported files found in [path]."
-- If `skipped_sensitive` is non-empty: mention file count skipped, not the file names.
+- If `skipped_sensitive` is non-empty: report the count and list the skipped file names, so a wrongly-flagged source or doc is visible and can be renamed or moved (#2106).
 - If `total_words` > 2,000,000 OR `total_files` > 500: show the warning. Then compute the top 5 first-level subdirectories by file count:
   - Read `scan_root` from the detect JSON (always an absolute path to the resolved INPUT_PATH).
   - Concatenate all file lists across all types (`code`, `document`, `paper`, `image`, `video`).
diff --git a/tools/skillgen/expected/graphify__skill-pi.md b/tools/skillgen/expected/graphify__skill-pi.md
index 977bb9d..d98865c 100644
--- a/tools/skillgen/expected/graphify__skill-pi.md
+++ b/tools/skillgen/expected/graphify__skill-pi.md
@@ -131,7 +131,7 @@ Omit any category with 0 files from the summary.
 
 Then act on it:
 - If `total_files` is 0: stop with "No supported files found in [path]."
-- If `skipped_sensitive` is non-empty: mention file count skipped, not the file names.
+- If `skipped_sensitive` is non-empty: report the count and list the skipped file names, so a wrongly-flagged source or doc is visible and can be renamed or moved (#2106).
 - If `total_words` > 2,000,000 OR `total_files` > 500: show the warning. Then compute the top 5 first-level subdirectories by file count:
   - Read `scan_root` from the detect JSON (always an absolute path to the resolved INPUT_PATH).
   - Concatenate all file lists across all types (`code`, `document`, `paper`, `image`, `video`).
diff --git a/tools/skillgen/expected/graphify__skill-trae.md b/tools/skillgen/expected/graphify__skill-trae.md
index aff8cc0..b0cbeb1 100644
--- a/tools/skillgen/expected/graphify__skill-trae.md
+++ b/tools/skillgen/expected/graphify__skill-trae.md
@@ -131,7 +131,7 @@ Omit any category with 0 files from the summary.
 
 Then act on it:
 - If `total_files` is 0: stop with "No supported files found in [path]."
-- If `skipped_sensitive` is non-empty: mention file count skipped, not the file names.
+- If `skipped_sensitive` is non-empty: report the count and list the skipped file names, so a wrongly-flagged source or doc is visible and can be renamed or moved (#2106).
 - If `total_words` > 2,000,000 OR `total_files` > 500: show the warning. Then compute the top 5 first-level subdirectories by file count:
   - Read `scan_root` from the detect JSON (always an absolute path to the resolved INPUT_PATH).
   - Concatenate all file lists across all types (`code`, `document`, `paper`, `image`, `video`).
diff --git a/tools/skillgen/expected/graphify__skill-vscode.md b/tools/skillgen/expected/graphify__skill-vscode.md
index f80f9f3..3e6bc6b 100644
--- a/tools/skillgen/expected/graphify__skill-vscode.md
+++ b/tools/skillgen/expected/graphify__skill-vscode.md
@@ -131,7 +131,7 @@ Omit any category with 0 files from the summary.
 
 Then act on it:
 - If `total_files` is 0: stop with "No supported files found in [path]."
-- If `skipped_sensitive` is non-empty: mention file count skipped, not the file names.
+- If `skipped_sensitive` is non-empty: report the count and list the skipped file names, so a wrongly-flagged source or doc is visible and can be renamed or moved (#2106).
 - If `total_words` > 2,000,000 OR `total_files` > 500: show the warning. Then compute the top 5 first-level subdirectories by file count:
   - Read `scan_root` from the detect JSON (always an absolute path to the resolved INPUT_PATH).
   - Concatenate all file lists across all types (`code`, `document`, `paper`, `image`, `video`).
diff --git a/tools/skillgen/expected/graphify__skill-windows.md b/tools/skillgen/expected/graphify__skill-windows.md
index 325d749..5743845 100644
--- a/tools/skillgen/expected/graphify__skill-windows.md
+++ b/tools/skillgen/expected/graphify__skill-windows.md
@@ -153,7 +153,7 @@ Omit any category with 0 files from the summary.
 
 Then act on it:
 - If `total_files` is 0: stop with "No supported files found in [path]."
-- If `skipped_sensitive` is non-empty: mention file count skipped, not the file names.
+- If `skipped_sensitive` is non-empty: report the count and list the skipped file names, so a wrongly-flagged source or doc is visible and can be renamed or moved (#2106).
 - If `total_words` > 2,000,000 OR `total_files` > 500: show the warning. Then compute the top 5 first-level subdirectories by file count:
   - Read `scan_root` from the detect JSON (always an absolute path to the resolved INPUT_PATH).
   - Concatenate all file lists across all types (`code`, `document`, `paper`, `image`, `video`).
diff --git a/tools/skillgen/expected/graphify__skill.md b/tools/skillgen/expected/graphify__skill.md
index 977bb9d..d98865c 100644
--- a/tools/skillgen/expected/graphify__skill.md
+++ b/tools/skillgen/expected/graphify__skill.md
@@ -131,7 +131,7 @@ Omit any category with 0 files from the summary.
 
 Then act on it:
 - If `total_files` is 0: stop with "No supported files found in [path]."
-- If `skipped_sensitive` is non-empty: mention file count skipped, not the file names.
+- If `skipped_sensitive` is non-empty: report the count and list the skipped file names, so a wrongly-flagged source or doc is visible and can be renamed or moved (#2106).
 - If `total_words` > 2,000,000 OR `total_files` > 500: show the warning. Then compute the top 5 first-level subdirectories by file count:
   - Read `scan_root` from the detect JSON (always an absolute path to the resolved INPUT_PATH).
   - Concatenate all file lists across all types (`code`, `document`, `paper`, `image`, `video`).
diff --git a/tools/skillgen/fragments/core/aider.md b/tools/skillgen/fragments/core/aider.md
index 8d13335..4f03ccb 100644
--- a/tools/skillgen/fragments/core/aider.md
+++ b/tools/skillgen/fragments/core/aider.md
@@ -123,7 +123,7 @@ Omit any category with 0 files from the summary.
 
 Then act on it:
 - If `total_files` is 0: stop with "No supported files found in [path]."
-- If `skipped_sensitive` is non-empty: mention file count skipped, not the file names.
+- If `skipped_sensitive` is non-empty: report the count and list the skipped file names, so a wrongly-flagged source or doc is visible and can be renamed or moved (#2106).
 - If `total_words` > 2,000,000 OR `total_files` > 200: show the warning and the top 5 subdirectories by file count, then ask which subfolder to run on. Wait for the user's answer before proceeding.
 - Otherwise: proceed directly to Step 2.5 if video files were detected, or Step 3 if not.
 
diff --git a/tools/skillgen/fragments/core/core.md b/tools/skillgen/fragments/core/core.md
index 53076a5..e289107 100644
--- a/tools/skillgen/fragments/core/core.md
+++ b/tools/skillgen/fragments/core/core.md
@@ -90,7 +90,7 @@ Omit any category with 0 files from the summary.
 
 Then act on it:
 - If `total_files` is 0: stop with "No supported files found in [path]."
-- If `skipped_sensitive` is non-empty: mention file count skipped, not the file names.
+- If `skipped_sensitive` is non-empty: report the count and list the skipped file names, so a wrongly-flagged source or doc is visible and can be renamed or moved (#2106).
 - If `total_words` > 2,000,000 OR `total_files` > 500: show the warning. Then compute the top 5 first-level subdirectories by file count:
   - Read `scan_root` from the detect JSON (always an absolute path to the resolved INPUT_PATH).
   - Concatenate all file lists across all types (`code`, `document`, `paper`, `image`, `video`).
diff --git a/tools/skillgen/fragments/core/devin.md b/tools/skillgen/fragments/core/devin.md
index 0866e4a..e3e6d2d 100644
--- a/tools/skillgen/fragments/core/devin.md
+++ b/tools/skillgen/fragments/core/devin.md
@@ -136,7 +136,7 @@ Omit any category with 0 files from the summary.
 
 Then act on it:
 - If `total_files` is 0: stop with "No supported files found in [path]."
-- If `skipped_sensitive` is non-empty: mention file count skipped, not the file names.
+- If `skipped_sensitive` is non-empty: report the count and list the skipped file names, so a wrongly-flagged source or doc is visible and can be renamed or moved (#2106).
 - If `total_words` > 2,000,000 OR `total_files` > 200: show the warning and the top 5 subdirectories by file count, then ask which subfolder to run on. Wait for the user's answer before proceeding.
 - Otherwise: proceed directly to Step 2.5 if video files were detected, or Step 3 if not.
 
diff --git a/tools/skillgen/gen.py b/tools/skillgen/gen.py
index 1412b91..732215e 100644
--- a/tools/skillgen/gen.py
+++ b/tools/skillgen/gen.py
@@ -879,6 +879,14 @@ def _is_manifest_stamp_fix_line(line: str) -> bool:
     )
 
 
+def _is_sensitive_reporting_fix_line(line: str) -> bool:
+    """The #2106 change to how a non-empty ``skipped_sensitive`` is reported: the
+    skill now lists the skipped file names instead of only a count, so a
+    wrongly-flagged source/doc is visible. Both the removed count-only line and
+    the added list-the-names line mention ``skipped_sensitive`` is non-empty."""
+    return "skipped_sensitive` is non-empty" in line
+
+
 def _is_no_api_key_fix_line(line: str) -> bool:
     """Whether a line is part of the "no API key required" clarity (#1461).
 
@@ -960,6 +968,7 @@ _SANCTIONED_MONOLITH_DIFFS = (
     _is_zero_node_guard_fix_line,
     _is_manifest_root_fix_line,
     _is_manifest_stamp_fix_line,
+    _is_sensitive_reporting_fix_line,
     _is_no_api_key_fix_line,
     _is_shebang_allowlist_fix_line,
     _is_obsidian_usage_comment_line,