diff --git a/esphome/components/libretiny/__init__.py b/esphome/components/libretiny/__init__.py
index e9449662a7..4f42f40478 100644
--- a/esphome/components/libretiny/__init__.py
+++ b/esphome/components/libretiny/__init__.py
@@ -467,12 +467,11 @@ async def component_to_code(config):
         # it for project source files only. GCC uses the last -O flag.
         build_src_flags += " -Os"
     cg.add_platformio_option("build_src_flags", build_src_flags)
-    # IRAM_ATTR routes ISR code into RAM-executable sections (see
-    # esphome/core/hal.h). Most families need no linker help; LN882H is the
-    # exception — its stock linker has no glob for ".sram.text", so this
-    # pre-link hook injects KEEP(*(.sram.text*)) into .flash_copysection.
-    # The script also prints a post-link summary on all non-BK72xx families.
-    cg.add_platformio_option("extra_scripts", ["pre:patch_linker.py"])
+    # IRAM_ATTR is a no-op on BK72xx (SDK masks FIQ+IRQ around flash ops).
+    # On other families, patch_linker.py routes .sram.text into the right
+    # RAM-executable output section and prints a post-link placement summary.
+    if FAMILY_COMPONENT[config[CONF_FAMILY]] != COMPONENT_BK72XX:
+        cg.add_platformio_option("extra_scripts", ["pre:patch_linker.py"])
     # dummy version code
     cg.add_define("USE_ARDUINO_VERSION_CODE", cg.RawExpression("VERSION_CODE(0, 0, 0)"))
     # decrease web server stack size (16k words -> 4k words)
diff --git a/esphome/components/libretiny/patch_linker.py.script b/esphome/components/libretiny/patch_linker.py.script
index c9b04ee901..0be4df0a33 100644
--- a/esphome/components/libretiny/patch_linker.py.script
+++ b/esphome/components/libretiny/patch_linker.py.script
@@ -5,19 +5,17 @@ import os
 import re
 import subprocess
 
-# ESPHome marks ISR code IRAM_ATTR, which on LibreTiny maps to a section
-# that each family's linker routes into RAM-executable memory so the function
-# is callable while flash is busy (see esphome/core/hal.h for the per-family
-# section names).
+# ESPHome marks ISR code IRAM_ATTR, which on LibreTiny maps to a per-family
+# section routed into RAM-executable memory (see esphome/core/hal.h).
 #
-# Most families need no linker patching:
+# This script is NOT loaded on BK72xx (IRAM_ATTR is a no-op there; the SDK
+# masks FIQ+IRQ around flash writes). On the remaining families:
 # - RTL8710B: hal.h uses section(".image2.ram.text"); stock linker consumes it.
 # - RTL8720C: hal.h uses section(".sram.text"); stock linker consumes it.
-# - BK72xx: IRAM_ATTR is a no-op (SDK masks FIQ+IRQ around flash writes).
+# - LN882H: stock linker has no glob for ".sram.text", so we inject
+#   KEEP(*(.sram.text*)) into ".flash_copysection" (> RAM0 AT> FLASH).
 #
-# LN882H is the only family that needs patching: its stock linker has no glob
-# that catches ".sram.text", so we inject KEEP(*(.sram.text*)) into the
-# ".flash_copysection" output (which is flash-to-RAM0 copied at startup).
+# All families also get a post-link summary showing where IRAM_ATTR landed.
 
 
 _MARKER = "/* esphome .sram.text */"
@@ -51,10 +49,6 @@ def _detect(env):
 
 
 KNOWN_VARIANTS = frozenset({
-    "BK7231N",
-    "BK7231T",
-    "BK7231Q",
-    "BK7251",
     "LN882H",
     "RTL8710B",
     "RTL8720C",
@@ -169,8 +163,5 @@ if _patchers := _patchers_for(_variant):
     # as a pre-link action so it executes once the linker scripts exist.
     env.AddPreAction("$BUILD_DIR/${PROGNAME}.elf", _pre_link)
 
-_BK72XX_VARIANTS = frozenset({"BK7231N", "BK7231T", "BK7231Q", "BK7251"})
-
-# Post-link summary for every family where IRAM_ATTR places code in RAM.
-if _variant not in _BK72XX_VARIANTS:
-    env.AddPostAction("$BUILD_DIR/${PROGNAME}.elf", _post_link)
+# Post-link summary for every family that reaches this script.
+env.AddPostAction("$BUILD_DIR/${PROGNAME}.elf", _post_link)