Suppress benign PinStorage key generation warning

* Validate iOS backup path before checks

* Fix iOS backup path mypy typing

* Fix custom module test backup fixture

.github/workflows/mypy.yml

@@ -1,5 +1,8 @@
 name: Mypy
-on: workflow_dispatch
+on:
+  pull_request:
+    branches: [main]
+  workflow_dispatch:
 
 jobs:
   mypy_py3:

README.md

@@ -60,6 +60,28 @@ For alternative installation options and known issues, please refer to the [docu
 
 MVT provides two commands `mvt-ios` and `mvt-android`. [Check out the documentation to learn how to use them!](https://docs.mvt.re/)
 
+### Shell completion
+
+MVT can generate shell completion scripts for Bash, Zsh, and Fish:
+
+```bash
+mvt-ios completion
+mvt-android completion
+```
+
+The commands print setup instructions by default. To generate a completion script directly, pass the shell name:
+
+```bash
+mvt-ios completion bash
+mvt-android completion zsh
+```
+
+MVT only writes completion files or shell configuration when `--install` is passed. See the [command completion documentation](https://docs.mvt.re/en/latest/command_completion/) for details.
+Module-running `check-*` commands can load custom Python modules with
+`--load-module PATH` or from a folder set in `MVT_CUSTOM_MODULES`. See the
+[development documentation](https://docs.mvt.re/en/latest/development/) for
+details.
+
 
 ## License
 

docs/android/methodology.md

@@ -38,6 +38,22 @@ By separating artifact collection from forensic analysis, this approach ensures
 
 For more information, refer to the [AndroidQF project documentation](https://github.com/mvt-project/androidqf).
 
+### VirusTotal package lookups
+
+AndroidQF records APK file hashes in `packages.json`. MVT can optionally look up non-system APK hashes on VirusTotal while checking an AndroidQF acquisition:
+
+```bash
+MVT_VT_API_KEY=<key> mvt-android check-androidqf --virustotal /path/to/androidqf-output
+```
+
+The `--virustotal` option is disabled by default because it sends APK hashes to VirusTotal and requires network access. It uses the `VT_API_KEY` MVT configuration value, which can also be provided through the `MVT_VT_API_KEY` environment variable.
+
+To avoid exhausting free VirusTotal API quotas, MVT waits 16 seconds between package hash requests by default. Use `--delay` to change the delay, or `--delay 0` to disable throttling:
+
+```bash
+mvt-android check-androidqf --virustotal --delay 30 /path/to/androidqf-output
+```
+
 ## Android Intrusion Logs
 
 On devices where the user has opted into Android's [**Advanced Protection Mode**](https://support.google.com/android/answer/16339980) and turned on the optional Intrusion Logging featrue, Android can create and archive structured *Intrusion Logs* in an encrypted format. These logs record DNS queries, outbound network connections, process starts, ADB activity and other security-relevant events, and are a high-fidelity complement to the rest of an AndroidQF acquisition. The logs are generated on-device and encrypted before being stored in the Google account associated with the device. The encryption key is protected by the user device PIN. The intrusion log data is not accessible to Google.

docs/command_completion.md

@@ -1,43 +1,66 @@
-# Command Completion 
+# Command Completion
 
-MVT utilizes the [Click](https://click.palletsprojects.com/en/stable/) library for creating its command line interface. 
+MVT utilizes the [Click](https://click.palletsprojects.com/en/stable/) library for creating its command line interface.
 
 Click provides tab completion support for Bash (version 4.4 and up), Zsh, and Fish.
 
-To enable it, you need to manually register a special function with your shell, which varies depending on the shell you are using.
+To enable it, you need to register a completion script with your shell, which varies depending on the shell you are using.
 
-The following describes how to generate the command completion scripts and add them to your shell configuration. 
+The following describes how to generate the command completion scripts and add them to your shell configuration.
 
 > **Note: You will need to start a new shell for the changes to take effect.**
 
 ### For Bash
 
 ```bash
-# Generates bash completion scripts
-echo "$(_MVT_IOS_COMPLETE=bash_source mvt-ios)" > ~/.mvt-ios-complete.bash &&
-echo "$(_MVT_ANDROID_COMPLETE=bash_source mvt-android)" > ~/.mvt-android-complete.bash
+# Generate bash completion scripts
+mvt-ios completion bash > ~/.mvt-ios-complete.bash
+mvt-android completion bash > ~/.mvt-android-complete.bash
 ```
 
 Add the following to `~/.bashrc`:
 ```bash
 # source mvt completion scripts
-. ~/.mvt-ios-complete.bash && .  ~/.mvt-android-complete.bash
+[ -f ~/.mvt-ios-complete.bash ] && . ~/.mvt-ios-complete.bash
+[ -f ~/.mvt-android-complete.bash ] && . ~/.mvt-android-complete.bash
 ```
 
 ### For Zsh
 
 ```bash
-# Generates zsh completion scripts
-echo "$(_MVT_IOS_COMPLETE=zsh_source mvt-ios)" >  ~/.mvt-ios-complete.zsh &&
-echo "$(_MVT_ANDROID_COMPLETE=zsh_source mvt-android)" > ~/.mvt-android-complete.zsh
+# Generate zsh completion scripts
+mvt-ios completion zsh > ~/.mvt-ios-complete.zsh
+mvt-android completion zsh > ~/.mvt-android-complete.zsh
 ```
 
 Add the following to `~/.zshrc`:
 ```bash
 # source mvt completion scripts
-.  ~/.mvt-ios-complete.zsh  && .  ~/.mvt-android-complete.zsh
+[ -f ~/.mvt-ios-complete.zsh ] && . ~/.mvt-ios-complete.zsh
+[ -f ~/.mvt-android-complete.zsh ] && . ~/.mvt-android-complete.zsh
 ```
 
+### For Fish
+
+```bash
+# Generate fish completion scripts
+mkdir -p ~/.config/fish/completions
+mvt-ios completion fish > ~/.config/fish/completions/mvt-ios.fish
+mvt-android completion fish > ~/.config/fish/completions/mvt-android.fish
+```
+
+Fish loads completion files from `~/.config/fish/completions` automatically.
+
+### Automatic Installation
+
+MVT can write the completion file and update the relevant shell configuration for Bash and Zsh when you pass `--install`:
+
+```bash
+mvt-ios completion bash --install
+mvt-android completion bash --install
+```
+
+Replace `bash` with `zsh` or `fish` as needed. For Fish, `--install` writes the completion file into `~/.config/fish/completions`.
+
 For more information, visit the official [Click Docs](https://click.palletsprojects.com/en/stable/shell-completion/#enabling-completion).
 
-

docs/development.md

@@ -21,6 +21,100 @@ make check
 
 Run these tests before making new commits or opening pull requests.
 
+## Module dependencies
+
+Modules can require other modules to run first by declaring their classes in
+`dependencies`. The command runner uses a stable topological ordering, so the
+existing module list order is preserved wherever dependency constraints allow.
+
+```python
+class DependentModule(MVTModule):
+    dependencies = (PrerequisiteModule,)
+
+    def run(self):
+        prerequisite_results = self.get_dependency_results(PrerequisiteModule)
+```
+
+Selecting a single module also runs its transitive dependencies. If a dependency
+is unavailable or the dependency graph contains a cycle, the command logs a
+warning and does not run any modules.
+
+## Custom modules
+
+Module-running `check-*` commands can load custom modules from Python files that
+are not installed as part of MVT. Load one file with:
+
+```bash
+mvt-ios check-backup --load-module ./example_module.py --output ./out ./backup
+```
+
+You can also load a folder. MVT loads non-hidden top-level `*.py` files in
+sorted order and skips `__init__.py`:
+
+```bash
+mvt-ios check-fs --load-module ./custom_modules ./filesystem-dump
+```
+
+Set `MVT_CUSTOM_MODULES` to load a folder for every module-running command. This
+folder is loaded before any `--load-module` path:
+
+```bash
+MVT_CUSTOM_MODULES=./custom_modules mvt-android check-bugreport ./bugreport.zip
+```
+
+Custom modules are normal `MVTModule` subclasses:
+
+```python
+from mvt.common.module import MVTModule
+
+
+class ExampleCustomModule(MVTModule):
+    supported_commands = (("ios", "check-backup"), ("ios", "check-fs"))
+    slug = "example_custom_module"
+
+    def run(self):
+        self.results = [{"message": "custom module ran"}]
+
+    def check_indicators(self):
+        pass
+
+    def serialize(self, result):
+        return None
+```
+
+Use `supported_commands` to restrict a module to specific platform/command
+pairs. Missing or empty `supported_commands` means the module is available to
+all commands, which keeps older modules compatible. Supported pairs are:
+
+```python
+("ios", "check-backup")
+("ios", "check-fs")
+("ios", "check-iocs")
+("android", "check-backup")
+("android", "check-bugreport")
+("android", "check-androidqf")
+("android", "check-intrusion-logs")
+("android", "check-iocs")
+```
+
+Custom modules can depend on existing MVT module classes. Dependencies are
+resolved with the same ordering logic as built-in modules, and custom modules
+are appended after built-ins before ordering:
+
+```python
+from mvt.common.module import MVTModule
+from mvt.ios.modules.backup.manifest import Manifest
+
+
+class DependentCustomModule(MVTModule):
+    supported_commands = (("ios", "check-backup"),)
+    dependencies = (Manifest,)
+
+    def run(self):
+        manifest_results = self.get_dependency_results(Manifest)
+        self.results = [{"manifest_entries": len(manifest_results)}]
+```
+
 ## Profiling
 
 Some MVT modules extract and process significant amounts of data during the analysis process or while checking results against known indicators. Care must be

pyproject.toml

@@ -17,22 +17,22 @@ classifiers = [
     "Programming Language :: Python",
 ]
 dependencies = [
-    "click==8.3.2",
+    "click==8.3.3",
     "rich==14.3.3",
-    "tld==0.13.1",
+    "tld==0.13.2",
     "requests==2.33.1",
     "simplejson==3.20.2",
-    "packaging==26.0",
+    "packaging==26.2",
     "appdirs==1.4.4",
     "iOSbackup==0.9.925",
     "adb-shell[usb]==0.4.4",
     "libusb1==3.3.1",
     "cryptography==47.0.0",
     "PyYAML>=6.0.2",
-    "pyahocorasick==2.2.0",
+    "pyahocorasick==2.3.1",
     "betterproto2==0.9.1",
     "pydantic==2.13.3",
-    "pydantic-settings==2.13.1",
+    "pydantic-settings==2.14.0",
     "NSKeyedUnArchiver==1.5.2",
     "python-dateutil==2.9.0.post0",
     "tzdata==2026.2",

src/mvt/android/artifacts/dumpsys_battery_daily.py

@@ -50,13 +50,11 @@ class DumpsysBatteryDailyArtifact(AndroidArtifact):
     def parse(self, output: str) -> None:
         daily = None
         daily_updates: list[dict[str, Any]] = []
-        package_versions: dict[
-            str, str
-        ] = {}  # Track package versions to detect downgrades
+        records: list[dict[str, Any]] = []
         for line in output.splitlines():
             if line.startswith("  Daily from "):
                 if len(daily_updates) > 0:
-                    self.results.extend(daily_updates)
+                    records.extend(daily_updates)
                     daily_updates = []
 
                 timeframe = line[13:].strip()
@@ -89,35 +87,53 @@ class DumpsysBatteryDailyArtifact(AndroidArtifact):
                     "vers": vers_nr,
                 }
 
-                # Check for uninstall (version 0)
-                if vers_nr == "0":
-                    self.alertstore.medium(
-                        f"Detected uninstall of package {package_name} (vers 0)",
-                        daily["from"],
-                        update_record,
-                    )
-                # Check for downgrade
-                elif package_name in package_versions:
-                    try:
-                        current_vers = int(vers_nr)
-                        previous_vers = int(package_versions[package_name])
-                        if current_vers < previous_vers:
-                            update_record["action"] = "downgrade"
-                            update_record["previous_vers"] = str(previous_vers)
-                            self.alertstore.medium(
-                                f"Detected downgrade of package {package_name} "
-                                f"from vers {previous_vers} to vers {current_vers}",
-                                daily["from"],
-                                update_record,
-                            )
-                    except ValueError:
-                        # If version numbers aren't integers, skip comparison
-                        pass
-
-                # Update tracking dictionary
-                package_versions[package_name] = vers_nr
-
                 daily_updates.append(update_record)
 
         if len(daily_updates) > 0:
-            self.results.extend(daily_updates)
+            records.extend(daily_updates)
+
+        self._detect_uninstalls_and_downgrades(records)
+        self.results.extend(records)
+
+    def _detect_uninstalls_and_downgrades(
+        self, records: list[dict[str, Any]]
+    ) -> None:
+        package_versions: dict[str, int] = {}
+
+        for record in sorted(
+            records,
+            key=lambda record: (
+                record["from"],
+                record["to"],
+                record["package_name"],
+            ),
+        ):
+            package_name = record["package_name"]
+            vers_nr = record["vers"]
+
+            if vers_nr == "0":
+                self.alertstore.medium(
+                    f"Detected uninstall of package {package_name} (vers 0)",
+                    record["from"],
+                    record,
+                )
+                package_versions.pop(package_name, None)
+                continue
+
+            try:
+                current_vers = int(vers_nr)
+            except ValueError:
+                continue
+
+            previous_vers = package_versions.get(package_name)
+            if previous_vers is not None and current_vers < previous_vers:
+                record["action"] = "downgrade"
+                record["previous_vers"] = str(previous_vers)
+                self.alertstore.medium(
+                    f"Detected downgrade of package {package_name} "
+                    f"from vers {previous_vers} to vers {current_vers}",
+                    record["from"],
+                    record,
+                )
+
+            package_versions[package_name] = current_vers

src/mvt/android/cli.py

@@ -8,6 +8,12 @@ import logging
 import click
 
 from mvt.common.cmd_check_iocs import CmdCheckIOCS
+from mvt.common.completion import (
+    SUPPORTED_SHELLS,
+    completion_instructions,
+    generate_completion_script,
+    install_completion_script,
+)
 from mvt.common.help import (
     HELP_MSG_ANDROID_BACKUP_PASSWORD,
     HELP_MSG_CHECK_ADB_REMOVED,
@@ -17,19 +23,24 @@ from mvt.common.help import (
     HELP_MSG_CHECK_BUGREPORT,
     HELP_MSG_CHECK_IOCS,
     HELP_MSG_CHECK_INTRUSION_LOGS,
+    HELP_MSG_DELAY_CHECKS,
+    HELP_MSG_COMPLETION,
     HELP_MSG_DISABLE_INDICATOR_UPDATE_CHECK,
     HELP_MSG_DISABLE_UPDATE_CHECK,
     HELP_MSG_HASHES,
     HELP_MSG_IOC,
     HELP_MSG_LIST_MODULES,
+    HELP_MSG_LOAD_MODULE,
     HELP_MSG_MODULE,
     HELP_MSG_NONINTERACTIVE,
     HELP_MSG_OUTPUT,
     HELP_MSG_STIX2,
     HELP_MSG_VERBOSE,
     HELP_MSG_VERSION,
+    HELP_MSG_VIRUS_TOTAL,
 )
 from mvt.common.logo import logo
+from mvt.common.module_loader import CustomModuleLoadError, load_custom_modules
 from mvt.common.updates import IndicatorsUpdates
 from mvt.common.utils import init_logging, set_verbose_logging
 
@@ -59,6 +70,13 @@ def _get_disable_flags(ctx):
     )
 
 
+def _load_custom_modules(load_module):
+    try:
+        return load_custom_modules(load_module)
+    except CustomModuleLoadError as exc:
+        raise click.ClickException(str(exc)) from exc
+
+
 # ==============================================================================
 # Main
 # ==============================================================================
@@ -76,10 +94,11 @@ def cli(ctx, disable_update_check, disable_indicator_update_check):
     ctx.ensure_object(dict)
     ctx.obj["disable_version_check"] = disable_update_check
     ctx.obj["disable_indicator_check"] = disable_indicator_update_check
-    logo(
-        disable_version_check=disable_update_check,
-        disable_indicator_check=disable_indicator_update_check,
-    )
+    if ctx.invoked_subcommand != "completion":
+        logo(
+            disable_version_check=disable_update_check,
+            disable_indicator_check=disable_indicator_update_check,
+        )
 
 
 # ==============================================================================
@@ -90,6 +109,40 @@ def version():
     return
 
 
+# ==============================================================================
+# Command: completion
+# ==============================================================================
+@cli.command("completion", context_settings=CONTEXT_SETTINGS, help=HELP_MSG_COMPLETION)
+@click.argument("shell", required=False, type=click.Choice(SUPPORTED_SHELLS))
+@click.option(
+    "--install",
+    is_flag=True,
+    help="Write completion files and update shell configuration.",
+)
+@click.pass_context
+def completion(ctx, shell, install):
+    program_name = "mvt-android"
+
+    if shell is None:
+        if install:
+            raise click.UsageError("A shell is required when using --install.")
+        click.echo(completion_instructions(program_name))
+        return
+
+    root_cli = ctx.find_root().command
+
+    if install:
+        script_path = install_completion_script(root_cli, program_name, shell)
+        click.echo(f"Installed {shell} completion to {script_path}")
+        if shell in ("bash", "zsh"):
+            click.echo(f"Updated ~/.{shell}rc")
+        else:
+            click.echo("Fish loads completion files automatically.")
+        return
+
+    click.echo(generate_completion_script(root_cli, program_name, shell))
+
+
 # ==============================================================================
 # Command: check-adb (removed)
 # ==============================================================================
@@ -119,11 +172,28 @@ def check_adb(ctx):
 @click.option("--output", "-o", type=click.Path(exists=False), help=HELP_MSG_OUTPUT)
 @click.option("--list-modules", "-l", is_flag=True, help=HELP_MSG_LIST_MODULES)
 @click.option("--module", "-m", help=HELP_MSG_MODULE)
+@click.option(
+    "--load-module",
+    type=click.Path(exists=True),
+    multiple=True,
+    default=[],
+    help=HELP_MSG_LOAD_MODULE,
+)
 @click.option("--verbose", "-v", is_flag=True, help=HELP_MSG_VERBOSE)
 @click.argument("BUGREPORT_PATH", type=click.Path(exists=True))
 @click.pass_context
-def check_bugreport(ctx, iocs, output, list_modules, module, verbose, bugreport_path):
+def check_bugreport(
+    ctx,
+    iocs,
+    output,
+    list_modules,
+    module,
+    load_module,
+    verbose,
+    bugreport_path,
+):
     set_verbose_logging(verbose)
+    custom_modules = _load_custom_modules(load_module)
     # Always generate hashes as bug reports are small.
     cmd = CmdAndroidCheckBugreport(
         target_path=bugreport_path,
@@ -133,6 +203,7 @@ def check_bugreport(ctx, iocs, output, list_modules, module, verbose, bugreport_
         hashes=True,
         disable_version_check=_get_disable_flags(ctx)[0],
         disable_indicator_check=_get_disable_flags(ctx)[1],
+        custom_modules=custom_modules,
     )
 
     if list_modules:
@@ -164,6 +235,13 @@ def check_bugreport(ctx, iocs, output, list_modules, module, verbose, bugreport_
 )
 @click.option("--output", "-o", type=click.Path(exists=False), help=HELP_MSG_OUTPUT)
 @click.option("--list-modules", "-l", is_flag=True, help=HELP_MSG_LIST_MODULES)
+@click.option(
+    "--load-module",
+    type=click.Path(exists=True),
+    multiple=True,
+    default=[],
+    help=HELP_MSG_LOAD_MODULE,
+)
 @click.option("--non-interactive", "-n", is_flag=True, help=HELP_MSG_NONINTERACTIVE)
 @click.option("--backup-password", "-p", help=HELP_MSG_ANDROID_BACKUP_PASSWORD)
 @click.option("--verbose", "-v", is_flag=True, help=HELP_MSG_VERBOSE)
@@ -174,12 +252,14 @@ def check_backup(
     iocs,
     output,
     list_modules,
+    load_module,
     non_interactive,
     backup_password,
     verbose,
     backup_path,
 ):
     set_verbose_logging(verbose)
+    custom_modules = _load_custom_modules(load_module)
 
     # Always generate hashes as backups are generally small.
     cmd = CmdAndroidCheckBackup(
@@ -193,6 +273,7 @@ def check_backup(
         },
         disable_version_check=_get_disable_flags(ctx)[0],
         disable_indicator_check=_get_disable_flags(ctx)[1],
+        custom_modules=custom_modules,
     )
 
     if list_modules:
@@ -223,7 +304,18 @@ def check_backup(
 @click.option("--output", "-o", type=click.Path(exists=False), help=HELP_MSG_OUTPUT)
 @click.option("--list-modules", "-l", is_flag=True, help=HELP_MSG_LIST_MODULES)
 @click.option("--module", "-m", help=HELP_MSG_MODULE)
+@click.option(
+    "--load-module",
+    type=click.Path(exists=True),
+    multiple=True,
+    default=[],
+    help=HELP_MSG_LOAD_MODULE,
+)
 @click.option("--hashes", "-H", is_flag=True, help=HELP_MSG_HASHES)
+@click.option("--virustotal", "-V", is_flag=True, help=HELP_MSG_VIRUS_TOTAL)
+@click.option(
+    "--delay", "-d", type=click.IntRange(min=0), default=16, help=HELP_MSG_DELAY_CHECKS
+)
 @click.option("--non-interactive", "-n", is_flag=True, help=HELP_MSG_NONINTERACTIVE)
 @click.option("--backup-password", "-p", help=HELP_MSG_ANDROID_BACKUP_PASSWORD)
 @click.option("--verbose", "-v", is_flag=True, help=HELP_MSG_VERBOSE)
@@ -235,13 +327,17 @@ def check_androidqf(
     output,
     list_modules,
     module,
+    load_module,
     hashes,
+    virustotal,
+    delay,
     non_interactive,
     backup_password,
     verbose,
     androidqf_path,
 ):
     set_verbose_logging(verbose)
+    custom_modules = _load_custom_modules(load_module)
 
     cmd = CmdAndroidCheckAndroidQF(
         target_path=androidqf_path,
@@ -252,9 +348,12 @@ def check_androidqf(
         module_options={
             "interactive": not non_interactive,
             "backup_password": cli_load_android_backup_password(log, backup_password),
+            "virustotal": virustotal,
+            "virustotal_delay": delay,
         },
         disable_version_check=_get_disable_flags(ctx)[0],
         disable_indicator_check=_get_disable_flags(ctx)[1],
+        custom_modules=custom_modules,
     )
 
     if list_modules:
@@ -288,6 +387,13 @@ def check_androidqf(
 @click.option("--output", "-o", type=click.Path(exists=False), help=HELP_MSG_OUTPUT)
 @click.option("--list-modules", "-l", is_flag=True, help=HELP_MSG_LIST_MODULES)
 @click.option("--module", "-m", help=HELP_MSG_MODULE)
+@click.option(
+    "--load-module",
+    type=click.Path(exists=True),
+    multiple=True,
+    default=[],
+    help=HELP_MSG_LOAD_MODULE,
+)
 @click.option(
     "--timezone",
     "-t",
@@ -307,11 +413,13 @@ def check_intrusion_logs(
     output,
     list_modules,
     module,
+    load_module,
     timezone,
     verbose,
     logs_path,
 ):
     set_verbose_logging(verbose)
+    custom_modules = _load_custom_modules(load_module)
 
     module_options = {}
     if timezone:
@@ -325,6 +433,7 @@ def check_intrusion_logs(
         module_options=module_options if module_options else None,
         disable_version_check=_get_disable_flags(ctx)[0],
         disable_indicator_check=_get_disable_flags(ctx)[1],
+        custom_modules=custom_modules,
     )
 
     if list_modules:
@@ -352,15 +461,25 @@ def check_intrusion_logs(
 )
 @click.option("--list-modules", "-l", is_flag=True, help=HELP_MSG_LIST_MODULES)
 @click.option("--module", "-m", help=HELP_MSG_MODULE)
+@click.option(
+    "--load-module",
+    type=click.Path(exists=True),
+    multiple=True,
+    default=[],
+    help=HELP_MSG_LOAD_MODULE,
+)
 @click.argument("FOLDER", type=click.Path(exists=True))
 @click.pass_context
-def check_iocs(ctx, iocs, list_modules, module, folder):
+def check_iocs(ctx, iocs, list_modules, module, load_module, folder):
+    custom_modules = _load_custom_modules(load_module)
     cmd = CmdCheckIOCS(
         target_path=folder,
         ioc_files=iocs,
         module_name=module,
         disable_version_check=_get_disable_flags(ctx)[0],
         disable_indicator_check=_get_disable_flags(ctx)[1],
+        custom_modules=custom_modules,
+        platform="android",
     )
     cmd.modules = (
         BACKUP_MODULES + BUGREPORT_MODULES + ANDROIDQF_MODULES + INTRUSION_LOGS_MODULES

src/mvt/android/cmd_check_androidqf.py

@@ -13,10 +13,11 @@ from typing import List, Optional
 
 from mvt.android.artifacts.getprop import GetProp
 from mvt.android.cmd_check_intrusion_logs import CmdAndroidCheckIntrusionLogs
-from mvt.android.cmd_check_backup import CmdAndroidCheckBackup
+from mvt.android.cmd_check_backup import CmdAndroidCheckBackup, InvalidAndroidBackup
 from mvt.android.cmd_check_bugreport import CmdAndroidCheckBugreport
 from mvt.common.command import Command
 from mvt.common.indicators import Indicators
+from mvt.common.module import MVTModule
 
 from .modules.androidqf import ANDROIDQF_MODULES
 from .modules.androidqf.base import AndroidQFModule
@@ -50,6 +51,7 @@ class CmdAndroidCheckAndroidQF(Command):
         sub_command: Optional[bool] = False,
         disable_version_check: bool = False,
         disable_indicator_check: bool = False,
+        custom_modules: Optional[list[type[MVTModule]]] = None,
     ) -> None:
         super().__init__(
             target_path=target_path,
@@ -64,8 +66,10 @@ class CmdAndroidCheckAndroidQF(Command):
             log=log,
             disable_version_check=disable_version_check,
             disable_indicator_check=disable_indicator_check,
+            custom_modules=custom_modules,
         )
 
+        self.platform = "android"
         self.name = "check-androidqf"
         self.modules = ANDROIDQF_MODULES
 
@@ -210,6 +214,7 @@ class CmdAndroidCheckAndroidQF(Command):
                 module_options=self.module_options,
                 hashes=self.hashes,
                 sub_command=True,
+                custom_modules=self.custom_modules,
             )
             cmd.from_zip(bugreport)
             cmd.run()
@@ -239,8 +244,16 @@ class CmdAndroidCheckAndroidQF(Command):
             module_options=self.module_options,
             hashes=self.hashes,
             sub_command=True,
+            custom_modules=self.custom_modules,
         )
-        cmd.from_ab(backup)
+        try:
+            cmd.from_ab(backup)
+        except InvalidAndroidBackup as exc:
+            self.log.warning(
+                "Skipping backup modules as backup.ab is malformed: %s", exc
+            )
+            return False
+
         cmd.run()
 
         self.timeline.extend(cmd.timeline)
@@ -311,6 +324,7 @@ class CmdAndroidCheckAndroidQF(Command):
                 module_options=adv_module_options,
                 hashes=self.hashes,
                 sub_command=True,
+                custom_modules=self.custom_modules,
             )
             cmd.run()
 

src/mvt/android/cmd_check_backup.py

@@ -21,12 +21,17 @@ from mvt.android.parsers.backup import (
 )
 from mvt.common.command import Command
 from mvt.common.indicators import Indicators
+from mvt.common.module import MVTModule
 
 from .modules.backup import BACKUP_MODULES
 
 log = logging.getLogger(__name__)
 
 
+class InvalidAndroidBackup(Exception):
+    pass
+
+
 class CmdAndroidCheckBackup(Command):
     def __init__(
         self,
@@ -41,6 +46,7 @@ class CmdAndroidCheckBackup(Command):
         sub_command: Optional[bool] = False,
         disable_version_check: bool = False,
         disable_indicator_check: bool = False,
+        custom_modules: Optional[list[type[MVTModule]]] = None,
     ) -> None:
         super().__init__(
             target_path=target_path,
@@ -55,8 +61,10 @@ class CmdAndroidCheckBackup(Command):
             log=log,
             disable_version_check=disable_version_check,
             disable_indicator_check=disable_indicator_check,
+            custom_modules=custom_modules,
         )
 
+        self.platform = "android"
         self.name = "check-backup"
         self.modules = BACKUP_MODULES
 
@@ -68,6 +76,10 @@ class CmdAndroidCheckBackup(Command):
         self.__type = "ab"
         header = parse_ab_header(ab_file_bytes)
         if not header["backup"]:
+            if self.sub_command:
+                raise InvalidAndroidBackup(
+                    "Invalid backup format, file should be in .ab format"
+                )
             log.critical("Invalid backup format, file should be in .ab format")
             sys.exit(1)
 
@@ -83,12 +95,25 @@ class CmdAndroidCheckBackup(Command):
             log.critical("Invalid backup password")
             sys.exit(1)
         except AndroidBackupParsingError as exc:
+            if self.sub_command:
+                raise InvalidAndroidBackup(
+                    f"Impossible to parse this backup file: {exc}"
+                ) from exc
             log.critical("Impossible to parse this backup file: %s", exc)
             log.critical("Please use Android Backup Extractor (ABE) instead")
             sys.exit(1)
 
         dbytes = io.BytesIO(tardata)
-        self.__tar = tarfile.open(fileobj=dbytes)
+        try:
+            self.__tar = tarfile.open(fileobj=dbytes)
+        except tarfile.TarError as exc:
+            if self.sub_command:
+                raise InvalidAndroidBackup(
+                    f"Impossible to parse this backup file: {exc}"
+                ) from exc
+            log.critical("Impossible to parse this backup file: %s", exc)
+            log.critical("Please use Android Backup Extractor (ABE) instead")
+            sys.exit(1)
         for member in self.__tar:
             self.__files.append(member.name)
 

src/mvt/android/cmd_check_bugreport.py

@@ -12,6 +12,7 @@ from zipfile import ZipFile
 from mvt.android.modules.bugreport.base import BugReportModule
 from mvt.common.command import Command
 from mvt.common.indicators import Indicators
+from mvt.common.module import MVTModule
 
 from .modules.bugreport import BUGREPORT_MODULES
 
@@ -32,6 +33,7 @@ class CmdAndroidCheckBugreport(Command):
         sub_command: Optional[bool] = False,
         disable_version_check: bool = False,
         disable_indicator_check: bool = False,
+        custom_modules: Optional[list[type[MVTModule]]] = None,
     ) -> None:
         super().__init__(
             target_path=target_path,
@@ -46,8 +48,10 @@ class CmdAndroidCheckBugreport(Command):
             log=log,
             disable_version_check=disable_version_check,
             disable_indicator_check=disable_indicator_check,
+            custom_modules=custom_modules,
         )
 
+        self.platform = "android"
         self.name = "check-bugreport"
         self.modules = BUGREPORT_MODULES
 

src/mvt/android/cmd_check_intrusion_logs.py

@@ -9,6 +9,7 @@ from typing import Optional
 
 from mvt.common.command import Command
 from mvt.common.indicators import Indicators
+from mvt.common.module import MVTModule
 
 from .modules.intrusion_logs import (
     INTRUSION_LOGS_MODULES,
@@ -35,6 +36,7 @@ class CmdAndroidCheckIntrusionLogs(Command):
         sub_command: Optional[bool] = False,
         disable_version_check: bool = False,
         disable_indicator_check: bool = False,
+        custom_modules: Optional[list[type[MVTModule]]] = None,
     ) -> None:
         super().__init__(
             target_path=target_path,
@@ -49,8 +51,10 @@ class CmdAndroidCheckIntrusionLogs(Command):
             log=log,
             disable_version_check=disable_version_check,
             disable_indicator_check=disable_indicator_check,
+            custom_modules=custom_modules,
         )
 
+        self.platform = "android"
         self.name = "check-intrusion-logs"
         self.modules = INTRUSION_LOGS_MODULES
         self._all_events: dict[str, list[dict]] = {}

src/mvt/android/modules/androidqf/aqf_packages.py

@@ -5,8 +5,11 @@
 
 import json
 import logging
+import time
 from typing import Optional
 
+from rich.progress import track
+
 from mvt.android.utils import (
     BROWSER_INSTALLERS,
     PLAY_STORE_INSTALLERS,
@@ -15,7 +18,8 @@ from mvt.android.utils import (
     SYSTEM_UPDATE_PACKAGES,
     THIRD_PARTY_STORE_INSTALLERS,
 )
-from mvt.common.module_types import ModuleResults
+from mvt.common.module_types import ModuleAtomicResult, ModuleResults
+from mvt.common.virustotal import VTNoKey, VTQuotaExceeded, virustotal_lookup
 
 from .base import AndroidQFModule
 
@@ -125,6 +129,65 @@ class AQFPackages(AndroidQFModule):
                         )
                         break
 
+        if self.module_options.get("virustotal", False):
+            self.check_virustotal(
+                delay=self.module_options.get("virustotal_delay", 0)
+            )
+
+    def check_virustotal(self, delay: int = 0) -> None:
+        files_by_hash: dict[
+            str, list[tuple[ModuleAtomicResult, ModuleAtomicResult]]
+        ] = {}
+        for package in self.results:
+            if package.get("system", False):
+                continue
+
+            for package_file in package.get("files", []):
+                file_hash = package_file.get("sha256")
+                if not file_hash:
+                    continue
+
+                files_by_hash.setdefault(file_hash, []).append((package, package_file))
+
+        total_hashes = len(files_by_hash)
+        if total_hashes == 0:
+            return
+
+        progress_desc = f"Looking up {total_hashes} package files on VirusTotal..."
+        for index, file_hash in enumerate(
+            track(files_by_hash, description=progress_desc)
+        ):
+            try:
+                results = virustotal_lookup(file_hash)
+            except VTNoKey as exc:
+                self.log.warning("%s", exc)
+                return
+            except VTQuotaExceeded as exc:
+                self.log.warning("Unable to continue VirusTotal lookups: %s", exc)
+                break
+
+            if index < total_hashes - 1 and delay > 0:
+                time.sleep(delay)
+
+            if not results:
+                continue
+
+            attributes = results.get("attributes", {})
+            stats = attributes.get("last_analysis_stats", {})
+            positives = stats.get("malicious", 0)
+            total = len(attributes.get("last_analysis_results", {}))
+            detection = f"{positives}/{total}"
+
+            for package, package_file in files_by_hash[file_hash]:
+                package_file["virustotal"] = detection
+                if positives > 0:
+                    self.alertstore.high(
+                        f'VirusTotal flagged package "{package["name"]}" file '
+                        f'"{package_file["path"]}" with {detection} detections',
+                        "",
+                        package,
+                    )
+
     def run(self) -> None:
         packages = self._get_files_by_pattern("*/packages.json")
         if not packages:

src/mvt/android/modules/androidqf/sms.py

@@ -58,7 +58,7 @@ class SMS(AndroidQFModule):
     def parse_backup(self, data):
         header = parse_ab_header(data)
         if not header["backup"]:
-            self.log.critical("Invalid backup format, backup.ab was not analysed")
+            self.log.warning("Invalid backup format, backup.ab was not analysed")
             return
 
         password = None
@@ -76,7 +76,7 @@ class SMS(AndroidQFModule):
             self.log.critical("Invalid backup password")
             return
         except AndroidBackupParsingError:
-            self.log.critical(
+            self.log.warning(
                 "Impossible to parse this backup file, please use"
                 " Android Backup Extractor instead"
             )

src/mvt/android/modules/intrusion_logs/security_event.py

@@ -270,6 +270,11 @@ SECURITY_EVENT_METADATA_KEYS = {
     "timestamp",
 }
 
+# Known platform failures that remain in the timeline but do not need a warning.
+KNOWN_BENIGN_KEY_GENERATION_FAILURES = {
+    ("PinStorage_crossReboot_key", 1001),
+}
+
 
 class SecurityEvent(IntrusionLogsModule):
     """This module analyzes security events from intrusion logs."""
@@ -303,10 +308,15 @@ class SecurityEvent(IntrusionLogsModule):
 
     def check_indicators(self) -> None:
         """Check security events against indicators of compromise."""
-        if not self.indicators:
-            return
-
         for result in self.results:
+            # Heuristic alerts are intrinsic to the event, so they run even
+            # when no indicator set is loaded.
+            self._check_security_heuristics(result)
+
+            # The remaining checks match events against loaded indicators.
+            if not self.indicators:
+                continue
+
             # Check app process start events for suspicious package names
             if "app_process_start" in result:
                 process_info = result["app_process_start"]
@@ -390,60 +400,80 @@ class SecurityEvent(IntrusionLogsModule):
                                 matched_indicator=ioc.ioc,
                             )
 
-            # Flag failed cryptographic operations as potentially suspicious
-            if "key_generated" in result:
-                if not result["key_generated"].get("success", True):
-                    self.log.warning(
-                        "Failed key generation detected for key_id: %s",
-                        result["key_generated"].get("key_id", "unknown"),
-                    )
-
-            # Flag certificate validation failures
-            if "cert_validation_failure" in result:
+    def _check_security_heuristics(self, result: dict) -> None:
+        """Raise alerts for events that are intrinsically suspicious,
+        independent of any loaded indicators."""
+        # Flag failed cryptographic operations as potentially suspicious
+        if "key_generated" in result:
+            key_info = result["key_generated"]
+            key_id = key_info.get("key_id", "unknown")
+            uid = key_info.get("uid")
+            is_known_benign_failure = (
+                key_id,
+                uid,
+            ) in KNOWN_BENIGN_KEY_GENERATION_FAILURES
+            if not key_info.get("success", True) and not is_known_benign_failure:
                 self.log.warning(
-                    "Certificate validation failure detected: %s",
-                    result.get("cert_validation_failure"),
+                    "Failed key generation detected for key_id: %s",
+                    key_id,
                 )
 
-            # Flag key integrity violations
-            if "key_integrity_violation" in result:
+        # Flag certificate validation failures
+        if "cert_validation_failure" in result:
+            self.alertstore.medium(
+                "Certificate validation failure detected: "
+                f"{result.get('cert_validation_failure')}",
+                result.get("timestamp") or "",
+                result,
+            )
+
+        # Flag key integrity violations
+        if "key_integrity_violation" in result:
+            self.alertstore.medium(
+                f"Key integrity violation detected: {result.get('key_integrity_violation')}",
+                result.get("timestamp") or "",
+                result,
+            )
+
+        # Flag successful certificate authority installations (potential
+        # MITM); a missing success field is treated as installed
+        if "cert_authority_installed" in result:
+            cert_info = result["cert_authority_installed"]
+            if cert_info.get("success", True):
                 self.alertstore.medium(
-                    f"Key integrity violation detected: {result.get('key_integrity_violation')}",
+                    "Certificate authority installed: "
+                    f"{cert_info.get('subject', 'unknown')}",
                     result.get("timestamp") or "",
                     result,
                 )
-
-            # Flag certificate authority installations (potential MITM)
-            if "cert_authority_installed" in result:
-                cert_info = result["cert_authority_installed"]
+            else:
                 self.log.warning(
-                    "Certificate authority installed: %s (success: %s)",
+                    "Failed certificate authority install attempt: %s",
                     cert_info.get("subject", "unknown"),
-                    cert_info.get("success", "unknown"),
                 )
 
-            # Flag wipe failures
-            if "wipe_failure" in result:
+        # Flag wipe failures
+        if "wipe_failure" in result:
+            self.alertstore.medium(
+                "Device wipe failure detected",
+                result.get("timestamp") or "",
+                result,
+            )
+
+        # Flag crypto self test failures
+        if "crypto_self_test_completed" in result:
+            test_result = result["crypto_self_test_completed"]
+            if isinstance(test_result, dict):
+                success = test_result.get("success", True)
+            else:
+                success = test_result == 1
+            if not success:
                 self.alertstore.medium(
-                    "Device wipe failure detected",
+                    "Cryptographic self test failed",
                     result.get("timestamp") or "",
                     result,
                 )
 
-            # Flag crypto self test failures
-            if "crypto_self_test_completed" in result:
-                test_result = result["crypto_self_test_completed"]
-                if isinstance(test_result, dict):
-                    success = test_result.get("success", True)
-                else:
-                    success = test_result == 1
-                if not success:
-                    self.alertstore.medium(
-                        "Cryptographic self test failed",
-                        result.get("timestamp") or "",
-                        result,
-                    )
-
     def serialize(self, record: dict) -> Union[dict, list]:
         """Serialize a security event record for timeline output."""
         # Determine the event sub-type

src/mvt/android/parsers/backup.py

@@ -48,13 +48,16 @@ def parse_ab_header(data):
         'encryption': "none", 'version': 4}
     """
     if data.startswith(b"ANDROID BACKUP"):
-        [_, version, is_compressed, encryption, _] = data.split(b"\n", 4)
-        return {
-            "backup": True,
-            "compression": (is_compressed == b"1"),
-            "version": int(version),
-            "encryption": encryption.decode("utf-8"),
-        }
+        try:
+            [_, version, is_compressed, encryption, _] = data.split(b"\n", 4)
+            return {
+                "backup": True,
+                "compression": (is_compressed == b"1"),
+                "version": int(version),
+                "encryption": encryption.decode("utf-8"),
+            }
+        except (UnicodeDecodeError, ValueError):
+            pass
 
     return {"backup": False, "compression": None, "version": None, "encryption": None}
 

src/mvt/common/cmd_check_iocs.py

@@ -8,6 +8,7 @@ import os
 from typing import Optional
 
 from mvt.common.command import Command
+from mvt.common.module import MVTModule
 from mvt.common.utils import exec_or_profile
 
 log = logging.getLogger(__name__)
@@ -26,6 +27,8 @@ class CmdCheckIOCS(Command):
         sub_command: Optional[bool] = False,
         disable_version_check: bool = False,
         disable_indicator_check: bool = False,
+        custom_modules: Optional[list[type[MVTModule]]] = None,
+        platform: str = "",
     ) -> None:
         super().__init__(
             target_path=target_path,
@@ -39,14 +42,16 @@ class CmdCheckIOCS(Command):
             log=log,
             disable_version_check=disable_version_check,
             disable_indicator_check=disable_indicator_check,
+            custom_modules=custom_modules,
         )
 
+        self.platform = platform
         self.name = "check-iocs"
 
     def run(self) -> None:
         assert self.target_path is not None
         all_modules = []
-        for entry in self.modules:
+        for entry in self._available_modules():
             if entry not in all_modules:
                 all_modules.append(entry)
 

src/mvt/common/command.py

@@ -8,6 +8,7 @@ import logging
 import os
 import sys
 from datetime import datetime
+from heapq import heappop, heappush
 from typing import Any, Optional
 
 from rich.console import Console
@@ -18,6 +19,8 @@ from .alerts import AlertLevel, AlertStore
 from .config import settings
 from .indicators import Indicators
 from .module import EncryptedBackupError, MVTModule, run_module, save_timeline
+from .module_loader import module_supports_command
+from .module_types import ModuleTimeline
 from .utils import (
     CustomJSONEncoder,
     convert_datetime_to_iso,
@@ -42,9 +45,12 @@ class Command:
         log: logging.Logger = logging.getLogger(__name__),
         disable_version_check: bool = False,
         disable_indicator_check: bool = False,
+        custom_modules: Optional[list[type[MVTModule]]] = None,
     ) -> None:
         self.name = ""
-        self.modules: list[Any] = []
+        self.platform = ""
+        self.modules: list[type[MVTModule]] = []
+        self.custom_modules = custom_modules if custom_modules else []
 
         self.target_path = target_path
         self.results_path = results_path
@@ -63,10 +69,10 @@ class Command:
 
         # This list will contain all executed modules.
         # We can use this to reference e.g. self.executed[0].results.
-        self.executed: list[Any] = []
+        self.executed: list[MVTModule] = []
         self.hashes = hashes
         self.hash_values: list[dict[str, Any]] = []
-        self.timeline: list[dict[str, Any]] = []
+        self.timeline: ModuleTimeline = []
 
         # Load IOCs
         self._create_storage()
@@ -197,9 +203,24 @@ class Command:
 
     def list_modules(self) -> None:
         self.log.info("Following is the list of available %s modules:", self.name)
-        for module in self.modules:
+        for module in self._available_modules():
             self.log.info(" - %s", module.__name__)
 
+    def _available_modules(self) -> list[type[MVTModule]]:
+        modules = list(self.modules)
+        modules.extend(
+            module
+            for module in self.custom_modules
+            if module_supports_command(module, self.platform, self.name)
+        )
+
+        deduplicated = []
+        for module in modules:
+            if module not in deduplicated:
+                deduplicated.append(module)
+
+        return deduplicated
+
     def init(self) -> None:
         raise NotImplementedError
 
@@ -258,20 +279,85 @@ class Command:
         console.print("")
         console.print(panel)
 
+    def _ordered_modules(self) -> Optional[list[type[MVTModule]]]:
+        """Return enabled modules in stable topological order."""
+        modules = self._available_modules()
+        module_indexes = {module: index for index, module in enumerate(modules)}
+
+        if self.module_name:
+            selected = [
+                module for module in modules if module.__name__ == self.module_name
+            ]
+        else:
+            selected = [module for module in modules if module.enabled]
+
+        required = set(selected)
+        pending = list(selected)
+        while pending:
+            module = pending.pop()
+            for dependency in module.dependencies:
+                if dependency not in module_indexes:
+                    self.log.warning(
+                        "Module %s depends on unavailable module %s. "
+                        "No modules will be run.",
+                        module.__name__,
+                        dependency.__name__,
+                    )
+                    return None
+                if dependency not in required:
+                    required.add(dependency)
+                    pending.append(dependency)
+
+        dependents: dict[type[MVTModule], list[type[MVTModule]]] = {
+            module: [] for module in required
+        }
+        indegree = {module: 0 for module in required}
+        for module in required:
+            for dependency in module.dependencies:
+                if dependency not in required:
+                    continue
+                dependents[dependency].append(module)
+                indegree[module] += 1
+
+        ready: list[tuple[int, type[MVTModule]]] = []
+        for module, count in indegree.items():
+            if count == 0:
+                heappush(ready, (module_indexes[module], module))
+
+        ordered = []
+        while ready:
+            _, module = heappop(ready)
+            ordered.append(module)
+            for dependent in dependents[module]:
+                indegree[dependent] -= 1
+                if indegree[dependent] == 0:
+                    heappush(ready, (module_indexes[dependent], dependent))
+
+        if len(ordered) != len(required):
+            cyclic_modules = sorted(
+                (module.__name__ for module, count in indegree.items() if count > 0)
+            )
+            self.log.warning(
+                "Circular module dependency detected involving: %s. "
+                "No modules will be run.",
+                ", ".join(cyclic_modules),
+            )
+            return None
+
+        return ordered
+
     def run(self) -> None:
+        ordered_modules = self._ordered_modules()
+        if ordered_modules is None:
+            return
+
         try:
             self.init()
         except NotImplementedError:
             pass
 
-        for module in self.modules:
-            if self.module_name and module.__name__ != self.module_name:
-                continue
-
-            if not module.enabled and not (
-                self.module_name and module.__name__ == self.module_name
-            ):
-                continue
+        executed_by_type: dict[type[MVTModule], MVTModule] = {}
+        for module in ordered_modules:
 
             module_logger = logging.getLogger(module.__module__)
 
@@ -281,6 +367,10 @@ class Command:
                 module_options=self.module_options,
                 log=module_logger,
             )
+            m.dependency_modules = {
+                dependency: executed_by_type[dependency]
+                for dependency in module.dependencies
+            }
 
             if self.iocs.total_ioc_count:
                 m.indicators = self.iocs
@@ -304,6 +394,7 @@ class Command:
                 return
 
             self.executed.append(m)
+            executed_by_type[module] = m
             self.timeline.extend(m.timeline)
             self.alertstore.extend(m.alertstore.alerts)
 

src/mvt/common/completion.py

@@ -0,0 +1,94 @@
+# Mobile Verification Toolkit (MVT)
+# Copyright (c) 2021-2023 The MVT Authors.
+# Use of this software is governed by the MVT License 1.1 that can be found at
+#   https://license.mvt.re/1.1/
+
+from pathlib import Path
+import shlex
+
+import click
+from click.shell_completion import get_completion_class
+
+
+SUPPORTED_SHELLS = ("bash", "zsh", "fish")
+
+
+def completion_instructions(program_name: str) -> str:
+    return f"""Shell completion for {program_name}
+
+Print a completion script:
+  {program_name} completion bash > ~/.{program_name}-complete.bash
+  {program_name} completion zsh > ~/.{program_name}-complete.zsh
+  mkdir -p ~/.config/fish/completions
+  {program_name} completion fish > ~/.config/fish/completions/{program_name}.fish
+
+Load the generated Bash script from ~/.bashrc:
+  [ -f ~/.{program_name}-complete.bash ] && . ~/.{program_name}-complete.bash
+
+Load the generated Zsh script from ~/.zshrc:
+  [ -f ~/.{program_name}-complete.zsh ] && . ~/.{program_name}-complete.zsh
+
+Fish loads completion files from ~/.config/fish/completions automatically.
+
+To write these files and update Bash/Zsh shell configuration automatically:
+  {program_name} completion bash --install
+  {program_name} completion zsh --install
+  {program_name} completion fish --install
+"""
+
+
+def generate_completion_script(cli: click.Command, program_name: str, shell: str) -> str:
+    completion_class = get_completion_class(shell)
+    if completion_class is None:
+        raise click.ClickException(f"Unsupported shell: {shell}")
+
+    complete_var = f"_{program_name.upper().replace('-', '_')}_COMPLETE"
+    return completion_class(cli, {}, program_name, complete_var).source()
+
+
+def install_completion_script(
+    cli: click.Command,
+    program_name: str,
+    shell: str,
+) -> Path:
+    script = generate_completion_script(cli, program_name, shell)
+    script_path = _completion_script_path(program_name, shell)
+    script_path.parent.mkdir(parents=True, exist_ok=True)
+    script_path.write_text(script, encoding="utf-8")
+
+    if shell in ("bash", "zsh"):
+        _install_shell_source_line(program_name, shell, script_path)
+
+    return script_path
+
+
+def _completion_script_path(program_name: str, shell: str) -> Path:
+    home = Path.home()
+
+    if shell == "fish":
+        return home / ".config" / "fish" / "completions" / f"{program_name}.fish"
+
+    return home / f".{program_name}-complete.{shell}"
+
+
+def _install_shell_source_line(program_name: str, shell: str, script_path: Path) -> None:
+    shell_config_path = Path.home() / f".{shell}rc"
+    source_line = (
+        f"[ -f {shlex.quote(str(script_path))} ] && "
+        f". {shlex.quote(str(script_path))}"
+    )
+    block = (
+        f"# MVT shell completion for {program_name}\n"
+        f"{source_line}\n"
+    )
+
+    if shell_config_path.exists():
+        shell_config = shell_config_path.read_text(encoding="utf-8")
+        if source_line in shell_config:
+            return
+    else:
+        shell_config = ""
+
+    separator = "" if not shell_config or shell_config.endswith("\n") else "\n"
+    with shell_config_path.open("a", encoding="utf-8") as handle:
+        handle.write(f"{separator}{block}")

src/mvt/common/help.py

@@ -10,6 +10,10 @@ HELP_MSG_IOC = "Path to indicators file (can be invoked multiple time)"
 HELP_MSG_FAST = "Avoid running time/resource consuming features"
 HELP_MSG_LIST_MODULES = "Print list of available modules and exit"
 HELP_MSG_MODULE = "Name of a single module you would like to run instead of all"
+HELP_MSG_LOAD_MODULE = (
+    "Load custom MVT module(s) from a Python file or folder "
+    "(can be invoked multiple times)"
+)
 HELP_MSG_NONINTERACTIVE = "Don't ask interactive questions during processing"
 HELP_MSG_HASHES = "Generate hashes of all the files analyzed"
 HELP_MSG_VERBOSE = "Verbose mode"
@@ -17,6 +21,7 @@ HELP_MSG_CHECK_IOCS = "Compare stored JSON results to provided indicators"
 HELP_MSG_STIX2 = "Download public STIX2 indicators"
 HELP_MSG_DISABLE_UPDATE_CHECK = "Disable MVT version update check"
 HELP_MSG_DISABLE_INDICATOR_UPDATE_CHECK = "Disable indicators update check"
+HELP_MSG_COMPLETION = "Generate or install shell completion"
 
 # IOS Specific
 HELP_MSG_DECRYPT_BACKUP = "Decrypt an encrypted iTunes backup"
@@ -48,3 +53,5 @@ HELP_MSG_CHECK_BUGREPORT = "Check an Android Bug Report"
 HELP_MSG_CHECK_ANDROID_BACKUP = "Check an Android Backup"
 HELP_MSG_CHECK_ANDROIDQF = "Check data collected with AndroidQF"
 HELP_MSG_CHECK_INTRUSION_LOGS = "Check Android Intrusion Logging files"
+HELP_MSG_VIRUS_TOTAL = "Check package APK hashes on VirusTotal"
+HELP_MSG_DELAY_CHECKS = "Delay in seconds between VirusTotal requests"

src/mvt/common/module.py

@@ -9,7 +9,7 @@ import logging
 import os
 import re
 from dataclasses import asdict, is_dataclass
-from typing import Any, Dict, Optional
+from typing import Any, Dict, Optional, Sequence
 
 from .alerts import AlertStore
 from .indicators import Indicators
@@ -43,6 +43,8 @@ class MVTModule:
 
     enabled: bool = True
     slug: Optional[str] = None
+    dependencies: Sequence[type["MVTModule"]] = ()
+    supported_commands: Sequence[tuple[str, str]] = ()
 
     def __init__(
         self,
@@ -71,6 +73,7 @@ class MVTModule:
         self.file_path: Optional[str] = file_path
         self.target_path: Optional[str] = target_path
         self.results_path: Optional[str] = results_path
+        self.serial: Optional[str] = None
         self.module_options: Dict[str, Any] = module_options if module_options else {}
 
         self.log = log
@@ -79,6 +82,13 @@ class MVTModule:
 
         self.results: ModuleResults = results if results is not None else []
         self.timeline: ModuleTimeline = []
+        self.dependency_modules: Dict[type["MVTModule"], "MVTModule"] = {}
+
+    def get_dependency_results(
+        self, module_class: type["MVTModule"]
+    ) -> ModuleResults:
+        """Return the results produced by a prerequisite module."""
+        return self.dependency_modules[module_class].results
 
     @classmethod
     def from_json(cls, json_path: str, log: logging.Logger):

src/mvt/common/module_loader.py

@@ -0,0 +1,127 @@
+# Mobile Verification Toolkit (MVT)
+# Copyright (c) 2021-2026 The MVT Authors.
+# Use of this software is governed by the MVT License 1.1 that can be found at
+#   https://license.mvt.re/1.1/
+
+import hashlib
+import importlib.util
+import inspect
+import os
+import sys
+from pathlib import Path
+from types import ModuleType
+from typing import Iterable, Optional
+
+from .module import MVTModule
+
+MVT_CUSTOM_MODULES_ENV = "MVT_CUSTOM_MODULES"
+
+
+class CustomModuleLoadError(Exception):
+    pass
+
+
+def _module_name_for_path(path: Path) -> str:
+    digest = hashlib.sha256(str(path).encode("utf-8")).hexdigest()[:16]
+    return f"_mvt_custom_module_{path.stem}_{digest}"
+
+
+def _iter_module_files(path: Path) -> Iterable[Path]:
+    if path.is_file():
+        if path.suffix != ".py":
+            raise CustomModuleLoadError(f"Custom module file is not a Python file: {path}")
+        yield path
+        return
+
+    if path.is_dir():
+        for child in sorted(path.iterdir()):
+            if child.name.startswith("."):
+                continue
+            if child.name == "__init__.py":
+                continue
+            if child.is_file() and child.suffix == ".py":
+                yield child
+        return
+
+    raise CustomModuleLoadError(f"Custom module path does not exist: {path}")
+
+
+def _load_python_file(path: Path) -> ModuleType:
+    module_name = _module_name_for_path(path)
+    spec = importlib.util.spec_from_file_location(module_name, path)
+    if spec is None or spec.loader is None:
+        raise CustomModuleLoadError(f"Unable to load custom module file: {path}")
+
+    module = importlib.util.module_from_spec(spec)
+    sys.modules[module_name] = module
+    try:
+        spec.loader.exec_module(module)
+    except Exception as exc:
+        raise CustomModuleLoadError(f"Unable to import custom module {path}: {exc}") from exc
+
+    return module
+
+
+def discover_mvt_modules(module: ModuleType) -> list[type[MVTModule]]:
+    modules = []
+    for _, obj in inspect.getmembers(module, inspect.isclass):
+        if obj is MVTModule:
+            continue
+        if obj.__module__ != module.__name__:
+            continue
+        if not issubclass(obj, MVTModule):
+            continue
+        modules.append(obj)
+
+    return modules
+
+
+def load_custom_modules_from_path(path: str) -> list[type[MVTModule]]:
+    custom_modules: list[type[MVTModule]] = []
+    seen: set[tuple[str, str]] = set()
+    resolved_path = Path(path).expanduser().resolve()
+
+    for module_file in _iter_module_files(resolved_path):
+        loaded_module = _load_python_file(module_file)
+        for module_class in discover_mvt_modules(loaded_module):
+            key = (str(module_file), module_class.__qualname__)
+            if key in seen:
+                continue
+            seen.add(key)
+            custom_modules.append(module_class)
+
+    return custom_modules
+
+
+def load_custom_modules(paths: Optional[Iterable[str]] = None) -> list[type[MVTModule]]:
+    search_paths: list[str] = []
+    env_path = os.environ.get(MVT_CUSTOM_MODULES_ENV)
+    if env_path:
+        search_paths.append(env_path)
+    if paths:
+        search_paths.extend(paths)
+
+    custom_modules: list[type[MVTModule]] = []
+    seen: set[tuple[str, str]] = set()
+    for path in search_paths:
+        for module_class in load_custom_modules_from_path(path):
+            source = Path(inspect.getfile(module_class)).resolve()
+            key = (str(source), module_class.__qualname__)
+            if key in seen:
+                continue
+            seen.add(key)
+            custom_modules.append(module_class)
+
+    return custom_modules
+
+
+def module_supports_command(
+    module_class: type[MVTModule],
+    platform: str,
+    command: str,
+) -> bool:
+    supported_commands = getattr(module_class, "supported_commands", None)
+    if not supported_commands:
+        return True
+
+    return (platform, command) in {tuple(entry) for entry in supported_commands}

src/mvt/common/virustotal.py

@@ -0,0 +1,53 @@
+# Mobile Verification Toolkit (MVT)
+# Copyright (c) 2021-2023 The MVT Authors.
+# Use of this software is governed by the MVT License 1.1 that can be found at
+#   https://license.mvt.re/1.1/
+
+import logging
+from typing import Any, Optional
+
+import requests
+
+from .config import settings
+
+log = logging.getLogger(__name__)
+
+
+class VTNoKey(Exception):
+    pass
+
+
+class VTQuotaExceeded(Exception):
+    pass
+
+
+def virustotal_lookup(file_hash: str) -> Optional[dict[str, Any]]:
+    if not settings.VT_API_KEY:
+        raise VTNoKey(
+            "No VirusTotal API key provided: to use VirusTotal lookups please set "
+            "MVT_VT_API_KEY or VT_API_KEY in the MVT configuration file"
+        )
+
+    headers = {
+        "User-Agent": "VirusTotal",
+        "Content-Type": "application/json",
+        "x-apikey": settings.VT_API_KEY,
+    }
+    res = requests.get(
+        f"https://www.virustotal.com/api/v3/files/{file_hash}",
+        headers=headers,
+        timeout=settings.NETWORK_TIMEOUT,
+    )
+
+    if res.status_code == 200:
+        report = res.json()
+        return report["data"]
+
+    if res.status_code == 404:
+        log.info("Could not find results for file with hash %s", file_hash)
+    elif res.status_code == 429:
+        raise VTQuotaExceeded("You have exceeded the quota for your VirusTotal API key")
+    else:
+        raise RuntimeError(f"Unexpected response from VirusTotal: {res.status_code}")
+
+    return None

src/mvt/ios/cli.py

@@ -11,6 +11,12 @@ import click
 from rich.prompt import Prompt
 
 from mvt.common.cmd_check_iocs import CmdCheckIOCS
+from mvt.common.completion import (
+    SUPPORTED_SHELLS,
+    completion_instructions,
+    generate_completion_script,
+    install_completion_script,
+)
 from mvt.common.logo import logo
 from mvt.common.options import MutuallyExclusiveOption
 from mvt.common.updates import IndicatorsUpdates
@@ -31,6 +37,7 @@ from mvt.common.help import (
     HELP_MSG_OUTPUT,
     HELP_MSG_FAST,
     HELP_MSG_LIST_MODULES,
+    HELP_MSG_LOAD_MODULE,
     HELP_MSG_MODULE,
     HELP_MSG_VERBOSE,
     HELP_MSG_CHECK_FS,
@@ -39,7 +46,9 @@ from mvt.common.help import (
     HELP_MSG_CHECK_IOS_BACKUP,
     HELP_MSG_DISABLE_UPDATE_CHECK,
     HELP_MSG_DISABLE_INDICATOR_UPDATE_CHECK,
+    HELP_MSG_COMPLETION,
 )
+from mvt.common.module_loader import CustomModuleLoadError, load_custom_modules
 from .cmd_check_backup import CmdIOSCheckBackup
 from .cmd_check_fs import CmdIOSCheckFS
 from .decrypt import DecryptBackup
@@ -65,6 +74,13 @@ def _get_disable_flags(ctx):
     )
 
 
+def _load_custom_modules(load_module):
+    try:
+        return load_custom_modules(load_module)
+    except CustomModuleLoadError as exc:
+        raise click.ClickException(str(exc)) from exc
+
+
 # ==============================================================================
 # Main
 # ==============================================================================
@@ -82,10 +98,11 @@ def cli(ctx, disable_update_check, disable_indicator_update_check):
     ctx.ensure_object(dict)
     ctx.obj["disable_version_check"] = disable_update_check
     ctx.obj["disable_indicator_check"] = disable_indicator_update_check
-    logo(
-        disable_version_check=disable_update_check,
-        disable_indicator_check=disable_indicator_update_check,
-    )
+    if ctx.invoked_subcommand != "completion":
+        logo(
+            disable_version_check=disable_update_check,
+            disable_indicator_check=disable_indicator_update_check,
+        )
 
 
 # ==============================================================================
@@ -96,6 +113,40 @@ def version():
     return
 
 
+# ==============================================================================
+# Command: completion
+# ==============================================================================
+@cli.command("completion", context_settings=CONTEXT_SETTINGS, help=HELP_MSG_COMPLETION)
+@click.argument("shell", required=False, type=click.Choice(SUPPORTED_SHELLS))
+@click.option(
+    "--install",
+    is_flag=True,
+    help="Write completion files and update shell configuration.",
+)
+@click.pass_context
+def completion(ctx, shell, install):
+    program_name = "mvt-ios"
+
+    if shell is None:
+        if install:
+            raise click.UsageError("A shell is required when using --install.")
+        click.echo(completion_instructions(program_name))
+        return
+
+    root_cli = ctx.find_root().command
+
+    if install:
+        script_path = install_completion_script(root_cli, program_name, shell)
+        click.echo(f"Installed {shell} completion to {script_path}")
+        if shell in ("bash", "zsh"):
+            click.echo(f"Updated ~/.{shell}rc")
+        else:
+            click.echo("Fish loads completion files automatically.")
+        return
+
+    click.echo(generate_completion_script(root_cli, program_name, shell))
+
+
 # ==============================================================================
 # Command: decrypt-backup
 # ==============================================================================
@@ -229,15 +280,32 @@ def extract_key(password, key_file, backup_path):
 @click.option("--fast", "-f", is_flag=True, help=HELP_MSG_FAST)
 @click.option("--list-modules", "-l", is_flag=True, help=HELP_MSG_LIST_MODULES)
 @click.option("--module", "-m", help=HELP_MSG_MODULE)
+@click.option(
+    "--load-module",
+    type=click.Path(exists=True),
+    multiple=True,
+    default=[],
+    help=HELP_MSG_LOAD_MODULE,
+)
 @click.option("--hashes", "-H", is_flag=True, help=HELP_MSG_HASHES)
 @click.option("--verbose", "-v", is_flag=True, help=HELP_MSG_VERBOSE)
 @click.argument("BACKUP_PATH", type=click.Path(exists=True))
 @click.pass_context
 def check_backup(
-    ctx, iocs, output, fast, list_modules, module, hashes, verbose, backup_path
+    ctx,
+    iocs,
+    output,
+    fast,
+    list_modules,
+    module,
+    load_module,
+    hashes,
+    verbose,
+    backup_path,
 ):
     set_verbose_logging(verbose)
     module_options = {"fast_mode": fast}
+    custom_modules = _load_custom_modules(load_module)
 
     cmd = CmdIOSCheckBackup(
         target_path=backup_path,
@@ -248,13 +316,17 @@ def check_backup(
         hashes=hashes,
         disable_version_check=_get_disable_flags(ctx)[0],
         disable_indicator_check=_get_disable_flags(ctx)[1],
+        custom_modules=custom_modules,
     )
 
     if list_modules:
         cmd.list_modules()
         return
 
-    log.info("Checking iTunes backup located at: %s", backup_path)
+    if not cmd.resolve_backup_path():
+        ctx.exit(1)
+
+    log.info("Checking iTunes backup located at: %s", cmd.target_path)
 
     cmd.run()
     cmd.show_alerts_brief()
@@ -277,13 +349,32 @@ def check_backup(
 @click.option("--fast", "-f", is_flag=True, help=HELP_MSG_FAST)
 @click.option("--list-modules", "-l", is_flag=True, help=HELP_MSG_LIST_MODULES)
 @click.option("--module", "-m", help=HELP_MSG_MODULE)
+@click.option(
+    "--load-module",
+    type=click.Path(exists=True),
+    multiple=True,
+    default=[],
+    help=HELP_MSG_LOAD_MODULE,
+)
 @click.option("--hashes", "-H", is_flag=True, help=HELP_MSG_HASHES)
 @click.option("--verbose", "-v", is_flag=True, help=HELP_MSG_VERBOSE)
 @click.argument("DUMP_PATH", type=click.Path(exists=True))
 @click.pass_context
-def check_fs(ctx, iocs, output, fast, list_modules, module, hashes, verbose, dump_path):
+def check_fs(
+    ctx,
+    iocs,
+    output,
+    fast,
+    list_modules,
+    module,
+    load_module,
+    hashes,
+    verbose,
+    dump_path,
+):
     set_verbose_logging(verbose)
     module_options = {"fast_mode": fast}
+    custom_modules = _load_custom_modules(load_module)
 
     cmd = CmdIOSCheckFS(
         target_path=dump_path,
@@ -294,6 +385,7 @@ def check_fs(ctx, iocs, output, fast, list_modules, module, hashes, verbose, dum
         hashes=hashes,
         disable_version_check=_get_disable_flags(ctx)[0],
         disable_indicator_check=_get_disable_flags(ctx)[1],
+        custom_modules=custom_modules,
     )
 
     if list_modules:
@@ -321,15 +413,25 @@ def check_fs(ctx, iocs, output, fast, list_modules, module, hashes, verbose, dum
 )
 @click.option("--list-modules", "-l", is_flag=True, help=HELP_MSG_LIST_MODULES)
 @click.option("--module", "-m", help=HELP_MSG_MODULE)
+@click.option(
+    "--load-module",
+    type=click.Path(exists=True),
+    multiple=True,
+    default=[],
+    help=HELP_MSG_LOAD_MODULE,
+)
 @click.argument("FOLDER", type=click.Path(exists=True))
 @click.pass_context
-def check_iocs(ctx, iocs, list_modules, module, folder):
+def check_iocs(ctx, iocs, list_modules, module, load_module, folder):
+    custom_modules = _load_custom_modules(load_module)
     cmd = CmdCheckIOCS(
         target_path=folder,
         ioc_files=iocs,
         module_name=module,
         disable_version_check=_get_disable_flags(ctx)[0],
         disable_indicator_check=_get_disable_flags(ctx)[1],
+        custom_modules=custom_modules,
+        platform="ios",
     )
     cmd.modules = BACKUP_MODULES + FS_MODULES + MIXED_MODULES
 

src/mvt/ios/cmd_check_backup.py

@@ -4,10 +4,12 @@
 #   https://license.mvt.re/1.1/
 
 import logging
+import os
 from typing import Optional
 
 from mvt.common.command import Command
 from mvt.common.indicators import Indicators
+from mvt.common.module import MVTModule
 
 from .modules.backup import BACKUP_MODULES
 from .modules.mixed import MIXED_MODULES
@@ -15,6 +17,12 @@ from .modules.mixed import MIXED_MODULES
 log = logging.getLogger(__name__)
 
 
+def is_ios_backup_folder(path: str) -> bool:
+    return os.path.isfile(os.path.join(path, "Manifest.db")) and os.path.isfile(
+        os.path.join(path, "Info.plist")
+    )
+
+
 class CmdIOSCheckBackup(Command):
     def __init__(
         self,
@@ -29,6 +37,7 @@ class CmdIOSCheckBackup(Command):
         sub_command: bool = False,
         disable_version_check: bool = False,
         disable_indicator_check: bool = False,
+        custom_modules: Optional[list[type[MVTModule]]] = None,
     ) -> None:
         super().__init__(
             target_path=target_path,
@@ -43,10 +52,53 @@ class CmdIOSCheckBackup(Command):
             log=log,
             disable_version_check=disable_version_check,
             disable_indicator_check=disable_indicator_check,
+            custom_modules=custom_modules,
         )
 
+        self.platform = "ios"
         self.name = "check-backup"
         self.modules = BACKUP_MODULES + MIXED_MODULES
 
+    def resolve_backup_path(self) -> bool:
+        target_path = getattr(self, "target_path", None)
+        if not isinstance(target_path, str) or not target_path:
+            return False
+
+        if is_ios_backup_folder(target_path):
+            return True
+
+        if not os.path.isdir(target_path):
+            self.log.critical(
+                "%s does not appear to be an iTunes backup folder. "
+                "Expected Manifest.db and Info.plist.",
+                target_path,
+            )
+            return False
+
+        candidates = []
+        for entry_name in sorted(os.listdir(target_path)):
+            entry_path = os.path.join(target_path, entry_name)
+            if os.path.isdir(entry_path) and is_ios_backup_folder(entry_path):
+                candidates.append(entry_path)
+
+        if len(candidates) == 1:
+            self.log.info("Found iTunes backup in subfolder: %s", candidates[0])
+            self.target_path = candidates[0]
+            return True
+
+        if candidates:
+            self.log.critical(
+                "Found multiple iTunes backups in %s. Please specify one backup folder.",
+                target_path,
+            )
+            return False
+
+        self.log.critical(
+            "%s does not appear to be an iTunes backup folder. "
+            "Expected Manifest.db and Info.plist.",
+            target_path,
+        )
+        return False
+
     def module_init(self, module):
         module.is_backup = True

src/mvt/ios/cmd_check_fs.py

@@ -8,6 +8,7 @@ from typing import Optional
 
 from mvt.common.command import Command
 from mvt.common.indicators import Indicators
+from mvt.common.module import MVTModule
 
 from .modules.fs import FS_MODULES
 from .modules.mixed import MIXED_MODULES
@@ -29,6 +30,7 @@ class CmdIOSCheckFS(Command):
         sub_command: bool = False,
         disable_version_check: bool = False,
         disable_indicator_check: bool = False,
+        custom_modules: Optional[list[type[MVTModule]]] = None,
     ) -> None:
         super().__init__(
             target_path=target_path,
@@ -42,8 +44,10 @@ class CmdIOSCheckFS(Command):
             log=log,
             disable_version_check=disable_version_check,
             disable_indicator_check=disable_indicator_check,
+            custom_modules=custom_modules,
         )
 
+        self.platform = "ios"
         self.name = "check-fs"
         self.modules = FS_MODULES + MIXED_MODULES
 

tests/android/test_artifact_dumpsys_battery_daily.py

@@ -69,3 +69,65 @@ class TestDumpsysBatteryDailyArtifact:
         assert downgrade_alert.event["package_name"] == "com.example.app"
         assert downgrade_alert.event["action"] == "downgrade"
         assert downgrade_alert.event["previous_vers"] == "10"
+
+    def test_newest_first_update_is_not_reported_as_downgrade(self):
+        dba = DumpsysBatteryDailyArtifact()
+        dba.parse(
+            """
+  Daily from 2026-01-10 to 2026-01-11:
+      Update com.example.app vers=102
+  Daily from 2026-01-05 to 2026-01-06:
+      Update com.example.app vers=101
+"""
+        )
+
+        assert len(dba.results) == 2
+        assert len(dba.alertstore.alerts) == 0
+        assert all(result["action"] == "update" for result in dba.results)
+
+    def test_newest_first_downgrade_creates_medium_alert(self):
+        dba = DumpsysBatteryDailyArtifact()
+        dba.parse(
+            """
+  Daily from 2026-01-10 to 2026-01-11:
+      Update com.example.app vers=101
+  Daily from 2026-01-05 to 2026-01-06:
+      Update com.example.app vers=102
+"""
+        )
+
+        assert len(dba.results) == 2
+        assert len(dba.alertstore.alerts) == 1
+
+        downgrade_alert = dba.alertstore.alerts[0]
+        assert downgrade_alert.level == AlertLevel.MEDIUM
+        assert downgrade_alert.message == (
+            "Detected downgrade of package com.example.app from vers 102 to vers 101"
+        )
+        assert downgrade_alert.event_time == "2026-01-10"
+        assert downgrade_alert.event["package_name"] == "com.example.app"
+        assert downgrade_alert.event["action"] == "downgrade"
+        assert downgrade_alert.event["previous_vers"] == "102"
+
+    def test_reinstall_after_uninstall_is_not_reported_as_downgrade(self):
+        dba = DumpsysBatteryDailyArtifact()
+        dba.parse(
+            """
+  Daily from 2026-01-15 to 2026-01-16:
+      Update com.example.app vers=10
+  Daily from 2026-01-10 to 2026-01-11:
+      Update com.example.app vers=0
+  Daily from 2026-01-05 to 2026-01-06:
+      Update com.example.app vers=102
+"""
+        )
+
+        assert len(dba.results) == 3
+        assert len(dba.alertstore.alerts) == 1
+
+        uninstall_alert = dba.alertstore.alerts[0]
+        assert uninstall_alert.level == AlertLevel.MEDIUM
+        assert uninstall_alert.message == (
+            "Detected uninstall of package com.example.app (vers 0)"
+        )
+        assert uninstall_alert.event_time == "2026-01-10"

tests/android/test_backup_parser.py

@@ -5,12 +5,24 @@
 
 import hashlib
 
-from mvt.android.parsers.backup import parse_backup_file, parse_tar_for_sms
+from mvt.android.parsers.backup import (
+    parse_ab_header,
+    parse_backup_file,
+    parse_tar_for_sms,
+)
 
 from ..utils import get_artifact
 
 
 class TestBackupParsing:
+    def test_parse_incomplete_header(self):
+        assert parse_ab_header(b"ANDROID BACKUP\n") == {
+            "backup": False,
+            "compression": None,
+            "version": None,
+            "encryption": None,
+        }
+
     def test_parsing_noencryption(self):
         file = get_artifact("android_backup/backup.ab")
         with open(file, "rb") as f:

tests/android/test_intrusion_logs.py

@@ -6,12 +6,14 @@
 import json
 import logging
 
+import pytest
 from click.testing import CliRunner
 
 from mvt.android.cli import check_intrusion_logs
 from mvt.android.cmd_check_intrusion_logs import CmdAndroidCheckIntrusionLogs
 from mvt.android.modules.intrusion_logs.base import IntrusionLogsModule
 from mvt.android.modules.intrusion_logs.security_event import SecurityEvent
+from mvt.common.alerts import AlertLevel
 
 
 def _write_ndjson(path, records):
@@ -204,3 +206,128 @@ def test_check_intrusion_logs_cli_lists_modules(tmp_path):
     assert "DnsEvent" in result.output
     assert "ConnectEvent" in result.output
     assert "SecurityEvent" in result.output
+
+
+def _run_security_heuristics(results):
+    # No indicators loaded: heuristic alerts must still fire.
+    module = SecurityEvent(results=results)
+    module.check_indicators()
+    return module.alertstore.alerts
+
+
+@pytest.mark.parametrize("success", [False, 0])
+def test_known_pinstorage_key_generation_failure_does_not_warn(success, caplog):
+    record = {
+        "timestamp": "2026-06-17 15:31:02.014",
+        "key_generated": {
+            "success": success,
+            "key_id": "PinStorage_crossReboot_key",
+            "uid": 1001,
+        },
+    }
+
+    with caplog.at_level(logging.WARNING):
+        _run_security_heuristics([record])
+
+    assert "Failed key generation detected" not in caplog.text
+
+    timeline_event = SecurityEvent().serialize(record)
+    assert timeline_event["event"] == "key_generated"
+    assert "Key generation failed: PinStorage_crossReboot_key" in timeline_event["data"]
+
+
+@pytest.mark.parametrize(
+    ("key_id", "uid"),
+    [
+        ("PinStorage_crossReboot_key", 10_000),
+        ("another_key", 1001),
+    ],
+)
+def test_other_key_generation_failures_still_warn(key_id, uid, caplog):
+    with caplog.at_level(logging.WARNING):
+        _run_security_heuristics(
+            [
+                {
+                    "timestamp": "2026-06-17 15:31:02.014",
+                    "key_generated": {
+                        "success": False,
+                        "key_id": key_id,
+                        "uid": uid,
+                    },
+                }
+            ]
+        )
+
+    assert f"Failed key generation detected for key_id: {key_id}" in caplog.text
+
+
+def test_cert_authority_installed_raises_medium_alert_without_indicators():
+    alerts = _run_security_heuristics(
+        [
+            {
+                "timestamp": "2024-01-01 00:00:00.000",
+                "cert_authority_installed": {
+                    "subject": "CN=Unexpected Root CA",
+                    "success": True,
+                },
+            }
+        ]
+    )
+
+    assert len(alerts) == 1
+    assert alerts[0].level == AlertLevel.MEDIUM
+    assert "Certificate authority installed" in alerts[0].message
+    assert "Unexpected Root CA" in alerts[0].message
+
+
+# Exported logs encode success as a JSON bool, raw SecurityLog as int 0/1.
+@pytest.mark.parametrize("success", [False, 0])
+def test_failed_cert_authority_install_does_not_alert(success, caplog):
+    with caplog.at_level(logging.WARNING):
+        alerts = _run_security_heuristics(
+            [
+                {
+                    "timestamp": "2024-01-01 00:00:00.000",
+                    "cert_authority_installed": {
+                        "subject": "CN=Unexpected Root CA",
+                        "success": success,
+                    },
+                }
+            ]
+        )
+
+    assert alerts == []
+    assert "Failed certificate authority install attempt" in caplog.text
+    assert "Unexpected Root CA" in caplog.text
+
+
+def test_cert_validation_failure_raises_medium_alert_without_indicators():
+    alerts = _run_security_heuristics(
+        [
+            {
+                "timestamp": "2024-01-01 00:00:00.000",
+                "cert_validation_failure": "chain validation failed",
+            }
+        ]
+    )
+
+    assert len(alerts) == 1
+    assert alerts[0].level == AlertLevel.MEDIUM
+    assert "Certificate validation failure" in alerts[0].message
+
+
+def test_security_heuristics_fire_when_no_indicators_loaded():
+    # check_indicators() previously returned early with no indicators loaded,
+    # so none of the heuristic alerts fired on a default run.
+    alerts = _run_security_heuristics(
+        [
+            {"timestamp": "2024-01-01 00:00:00.000", "wipe_failure": {"reason": "x"}},
+            {
+                "timestamp": "2024-01-01 00:00:00.000",
+                "key_integrity_violation": {"key_id": "k1"},
+            },
+        ]
+    )
+
+    assert len(alerts) == 2
+    assert all(alert.level == AlertLevel.MEDIUM for alert in alerts)

tests/android_androidqf/test_packages.py

@@ -7,8 +7,11 @@ import logging
 from pathlib import Path
 
 import pytest
+from click.testing import CliRunner
 
+from mvt.android.cli import check_androidqf
 from mvt.android.modules.androidqf.aqf_packages import AQFPackages
+from mvt.android.modules.androidqf import aqf_packages as aqf_packages_module
 from mvt.common.module import run_module
 
 from ..utils import get_android_androidqf, list_files
@@ -132,3 +135,55 @@ class TestAndroidqfPackages:
             possible_detected_app[0].matched_indicator.value
             == "c7e56178748be1441370416d4c10e34817ea0c961eb636c8e9d98e0fd79bf730"
         )
+
+    def test_virustotal_delays_after_missing_result(self, monkeypatch):
+        lookups = []
+        sleeps = []
+
+        def fake_virustotal_lookup(file_hash):
+            lookups.append(file_hash)
+            if file_hash == "missing_hash":
+                return None
+            return {
+                "attributes": {
+                    "last_analysis_stats": {"malicious": 1},
+                    "last_analysis_results": {"engine": {}},
+                }
+            }
+
+        monkeypatch.setattr(
+            aqf_packages_module, "virustotal_lookup", fake_virustotal_lookup
+        )
+        monkeypatch.setattr(aqf_packages_module.time, "sleep", sleeps.append)
+
+        module = AQFPackages(
+            module_options={"virustotal": True, "virustotal_delay": 16},
+            results=[
+                {
+                    "name": "org.example",
+                    "installer": "com.android.vending",
+                    "disabled": False,
+                    "system": False,
+                    "files": [
+                        {"path": "/data/app/missing.apk", "sha256": "missing_hash"},
+                        {"path": "/data/app/found.apk", "sha256": "found_hash"},
+                    ],
+                }
+            ],
+        )
+
+        module.check_indicators()
+
+        assert lookups == ["missing_hash", "found_hash"]
+        assert sleeps == [16]
+        assert module.results[0]["files"][1]["virustotal"] == "1/1"
+        assert len(module.alertstore.alerts) == 1
+
+
+def test_check_androidqf_rejects_negative_virustotal_delay(data_path):
+    runner = CliRunner()
+
+    result = runner.invoke(check_androidqf, ["--delay", "-1", data_path])
+
+    assert result.exit_code == 2
+    assert "Invalid value for '--delay'" in result.output

tests/common/test_command.py

@@ -4,11 +4,72 @@
 #   https://license.mvt.re/1.1/
 
 import json
+import logging
 
 from mvt.common.command import Command
+from mvt.common.module import MVTModule
+
+
+class RecordingModule(MVTModule):
+    run_order: list[str] = []
+
+    def run(self):
+        self.run_order.append(self.__class__.__name__)
+
+    def check_indicators(self):
+        pass
+
+
+class FirstModule(RecordingModule):
+    def run(self):
+        super().run()
+        self.results = ["first"]
+
+
+class SecondModule(RecordingModule):
+    dependencies = (FirstModule,)
+
+    def run(self):
+        super().run()
+        self.results = self.get_dependency_results(FirstModule) + ["second"]
+
+
+class ThirdModule(RecordingModule):
+    dependencies = (SecondModule,)
+
+
+class IndependentModule(RecordingModule):
+    pass
+
+
+class CustomIOSBackupModule(RecordingModule):
+    supported_commands = (("ios", "check-backup"),)
+
+
+class CustomIOSFSModule(RecordingModule):
+    supported_commands = (("ios", "check-fs"),)
+
+
+class CustomDependsOnBuiltin(RecordingModule):
+    supported_commands = (("ios", "check-backup"),)
+    dependencies = (FirstModule,)
+
+
+class RecordingCommand(Command):
+    def init(self):
+        self.initialized = True
+
+    def module_init(self, module):
+        pass
+
+    def finish(self):
+        pass
 
 
 class TestCommand:
+    def setup_method(self):
+        RecordingModule.run_order = []
+
     def test_store_alerts_handles_bytes(self, tmp_path):
         cmd = Command(results_path=str(tmp_path))
         cmd.alertstore.medium(
@@ -21,3 +82,109 @@ class TestCommand:
 
         alerts = json.loads((tmp_path / "alerts.json").read_text())
         assert alerts[0]["event"]["payload"] == "\\xa8\\xa9"
+
+    def test_modules_run_in_stable_topological_order(self):
+        cmd = RecordingCommand()
+        cmd.modules = [ThirdModule, IndependentModule, SecondModule, FirstModule]
+
+        cmd.run()
+
+        assert RecordingModule.run_order == [
+            "IndependentModule",
+            "FirstModule",
+            "SecondModule",
+            "ThirdModule",
+        ]
+        second = next(module for module in cmd.executed if isinstance(module, SecondModule))
+        assert second.results == ["first", "second"]
+
+    def test_selected_module_runs_transitive_dependencies(self):
+        cmd = RecordingCommand(module_name="ThirdModule")
+        cmd.modules = [ThirdModule, SecondModule, FirstModule, IndependentModule]
+
+        cmd.run()
+
+        assert RecordingModule.run_order == [
+            "FirstModule",
+            "SecondModule",
+            "ThirdModule",
+        ]
+
+    def test_circular_dependency_warns_and_stops(self, caplog):
+        class CircularOne(RecordingModule):
+            pass
+
+        class CircularTwo(RecordingModule):
+            dependencies = (CircularOne,)
+
+        CircularOne.dependencies = (CircularTwo,)
+
+        cmd = RecordingCommand()
+        cmd.modules = [CircularOne, CircularTwo]
+
+        with caplog.at_level(logging.WARNING):
+            cmd.run()
+
+        assert RecordingModule.run_order == []
+        assert not hasattr(cmd, "initialized")
+        assert "Circular module dependency detected" in caplog.text
+
+    def test_unavailable_dependency_warns_and_stops(self, caplog):
+        class UnavailableModule(RecordingModule):
+            pass
+
+        class DependentModule(RecordingModule):
+            dependencies = (UnavailableModule,)
+
+        cmd = RecordingCommand()
+        cmd.modules = [DependentModule]
+
+        with caplog.at_level(logging.WARNING):
+            cmd.run()
+
+        assert RecordingModule.run_order == []
+        assert not hasattr(cmd, "initialized")
+        assert "depends on unavailable module UnavailableModule" in caplog.text
+
+    def test_custom_modules_are_filtered_before_ordering(self):
+        cmd = RecordingCommand()
+        cmd.platform = "ios"
+        cmd.name = "check-backup"
+        cmd.modules = [FirstModule]
+        cmd.custom_modules = [CustomIOSBackupModule, CustomIOSFSModule]
+
+        assert [module.__name__ for module in cmd._ordered_modules()] == [
+            "FirstModule",
+            "CustomIOSBackupModule",
+        ]
+
+    def test_selected_custom_module_runs(self):
+        cmd = RecordingCommand(module_name="CustomIOSBackupModule")
+        cmd.platform = "ios"
+        cmd.name = "check-backup"
+        cmd.custom_modules = [CustomIOSBackupModule]
+
+        cmd.run()
+
+        assert RecordingModule.run_order == ["CustomIOSBackupModule"]
+
+    def test_selected_unsupported_custom_module_does_not_run(self):
+        cmd = RecordingCommand(module_name="CustomIOSFSModule")
+        cmd.platform = "ios"
+        cmd.name = "check-backup"
+        cmd.custom_modules = [CustomIOSFSModule]
+
+        cmd.run()
+
+        assert RecordingModule.run_order == []
+
+    def test_custom_module_dependencies_use_topological_order(self):
+        cmd = RecordingCommand(module_name="CustomDependsOnBuiltin")
+        cmd.platform = "ios"
+        cmd.name = "check-backup"
+        cmd.modules = [SecondModule, FirstModule]
+        cmd.custom_modules = [CustomDependsOnBuiltin]
+
+        cmd.run()
+
+        assert RecordingModule.run_order == ["FirstModule", "CustomDependsOnBuiltin"]

tests/common/test_module_loader.py

@@ -0,0 +1,145 @@
+import pytest
+
+from mvt.common.module import MVTModule
+from mvt.common.module_loader import (
+    CustomModuleLoadError,
+    load_custom_modules,
+    load_custom_modules_from_path,
+    module_supports_command,
+)
+
+
+MODULE_TEMPLATE = """
+from mvt.common.module import MVTModule
+
+
+class {name}(MVTModule):
+    supported_commands = {supported_commands!r}
+
+    def run(self):
+        pass
+
+    def check_indicators(self):
+        pass
+
+    def serialize(self, result):
+        return None
+"""
+
+
+def _write_module(path, name, supported_commands=()):
+    path.write_text(
+        MODULE_TEMPLATE.format(
+            name=name,
+            supported_commands=supported_commands,
+        ),
+        encoding="utf-8",
+    )
+    return path
+
+
+def test_load_custom_modules_from_python_file(tmp_path):
+    module_path = _write_module(tmp_path / "custom.py", "FileModule")
+
+    modules = load_custom_modules_from_path(str(module_path))
+
+    assert [module.__name__ for module in modules] == ["FileModule"]
+    assert issubclass(modules[0], MVTModule)
+
+
+def test_load_custom_modules_from_folder_in_sorted_order(tmp_path):
+    _write_module(tmp_path / "b_module.py", "BModule")
+    _write_module(tmp_path / "a_module.py", "AModule")
+    _write_module(tmp_path / ".hidden.py", "HiddenModule")
+    _write_module(tmp_path / "__init__.py", "InitModule")
+    nested = tmp_path / "nested"
+    nested.mkdir()
+    _write_module(nested / "nested_module.py", "NestedModule")
+
+    modules = load_custom_modules_from_path(str(tmp_path))
+
+    assert [module.__name__ for module in modules] == ["AModule", "BModule"]
+
+
+def test_discovery_ignores_imported_base_and_unrelated_classes(tmp_path):
+    module_path = tmp_path / "custom.py"
+    module_path.write_text(
+        """
+from mvt.common.module import MVTModule
+
+
+class Unrelated:
+    pass
+
+
+class DiscoveredModule(MVTModule):
+    def run(self):
+        pass
+
+    def check_indicators(self):
+        pass
+
+    def serialize(self, result):
+        return None
+""",
+        encoding="utf-8",
+    )
+
+    modules = load_custom_modules_from_path(str(module_path))
+
+    assert [module.__name__ for module in modules] == ["DiscoveredModule"]
+
+
+def test_load_custom_modules_deduplicates_same_class(tmp_path):
+    module_path = _write_module(tmp_path / "custom.py", "DuplicateModule")
+
+    modules = load_custom_modules([str(module_path), str(module_path)])
+
+    assert [module.__name__ for module in modules] == ["DuplicateModule"]
+
+
+def test_load_custom_modules_raises_for_missing_path(tmp_path):
+    with pytest.raises(CustomModuleLoadError, match="does not exist"):
+        load_custom_modules_from_path(str(tmp_path / "missing.py"))
+
+
+def test_load_custom_modules_raises_for_import_error(tmp_path):
+    module_path = tmp_path / "broken.py"
+    module_path.write_text("raise RuntimeError('broken import')", encoding="utf-8")
+
+    with pytest.raises(CustomModuleLoadError, match="broken import"):
+        load_custom_modules_from_path(str(module_path))
+
+
+def test_load_custom_modules_loads_env_folder_first(tmp_path, monkeypatch):
+    env_folder = tmp_path / "env"
+    env_folder.mkdir()
+    cli_folder = tmp_path / "cli"
+    cli_folder.mkdir()
+    _write_module(env_folder / "env_module.py", "EnvModule")
+    _write_module(cli_folder / "cli_module.py", "CliModule")
+    monkeypatch.setenv("MVT_CUSTOM_MODULES", str(env_folder))
+
+    modules = load_custom_modules([str(cli_folder)])
+
+    assert [module.__name__ for module in modules] == ["EnvModule", "CliModule"]
+
+
+def test_module_supports_command_defaults_to_all_commands(tmp_path):
+    module_path = _write_module(tmp_path / "custom.py", "DefaultModule")
+    module = load_custom_modules_from_path(str(module_path))[0]
+
+    assert module_supports_command(module, "ios", "check-backup")
+    assert module_supports_command(module, "android", "check-bugreport")
+
+
+def test_module_supports_command_honors_supported_commands(tmp_path):
+    module_path = _write_module(
+        tmp_path / "custom.py",
+        "SpecificModule",
+        (("ios", "check-backup"),),
+    )
+    module = load_custom_modules_from_path(str(module_path))[0]
+
+    assert module_supports_command(module, "ios", "check-backup")
+    assert not module_supports_command(module, "ios", "check-fs")

tests/test_check_android_androidqf.py

@@ -3,7 +3,9 @@
 # Use of this software is governed by the MVT License 1.1 that can be found at
 #   https://license.mvt.re/1.1/
 
+import logging
 import os
+import shutil
 
 from click.testing import CliRunner
 
@@ -68,3 +70,18 @@ class TestCheckAndroidqfCommand:
         assert result.exit_code == 0
         del os.environ["MVT_ANDROID_BACKUP_PASSWORD"]
         settings.__init__()  # Reset settings
+
+    def test_check_malformed_backup_skips_backup_modules(self, tmp_path, caplog):
+        path = tmp_path / "androidqf"
+        shutil.copytree(os.path.join(get_artifact_folder(), "androidqf"), path)
+        (path / "backup.ab").write_bytes(b"")
+
+        runner = CliRunner()
+        with caplog.at_level(logging.WARNING):
+            result = runner.invoke(check_androidqf, [str(path)])
+
+        assert result.exit_code == 0
+        assert "Skipping backup modules as backup.ab is malformed" in caplog.text
+        assert not any(
+            record.levelname in {"CRITICAL", "FATAL"} for record in caplog.records
+        )

tests/test_check_ios_backup.py

@@ -3,6 +3,8 @@
 # Use of this software is governed by the MVT License 1.1 that can be found at
 #   https://license.mvt.re/1.1/
 
+import shutil
+
 from click.testing import CliRunner
 
 from mvt.ios.cli import check_backup
@@ -16,3 +18,18 @@ class TestCheckBackupCommand:
         path = get_ios_backup_folder()
         result = runner.invoke(check_backup, [path])
         assert result.exit_code == 0
+
+    def test_check_finds_backup_in_subfolder(self, tmp_path, caplog):
+        runner = CliRunner()
+        backup_path = tmp_path / "MobileSync" / "Backup" / "device-id"
+        shutil.copytree(get_ios_backup_folder(), backup_path)
+
+        result = runner.invoke(check_backup, [str(backup_path.parent)])
+        assert result.exit_code == 0
+        assert f"Found iTunes backup in subfolder: {backup_path}" in caplog.text
+
+    def test_check_rejects_non_backup_folder(self, tmp_path, caplog):
+        runner = CliRunner()
+        result = runner.invoke(check_backup, [str(tmp_path)])
+        assert result.exit_code == 1
+        assert "does not appear to be an iTunes backup folder" in caplog.text

tests/test_completion.py

@@ -0,0 +1,78 @@
+# Mobile Verification Toolkit (MVT)
+# Copyright (c) 2021-2023 The MVT Authors.
+# Use of this software is governed by the MVT License 1.1 that can be found at
+#   https://license.mvt.re/1.1/
+
+from click.testing import CliRunner
+
+from mvt.android.cli import cli as android_cli
+from mvt.ios.cli import cli as ios_cli
+
+
+class TestCompletionCommand:
+    def test_completion_prints_instructions_by_default(self):
+        runner = CliRunner()
+        result = runner.invoke(ios_cli, ["completion"])
+
+        assert result.exit_code == 0
+        assert "Shell completion for mvt-ios" in result.output
+        assert "mvt-ios completion bash > ~/.mvt-ios-complete.bash" in result.output
+        assert "Mobile Verification Toolkit" not in result.output
+
+    def test_completion_prints_bash_script(self):
+        runner = CliRunner()
+        result = runner.invoke(ios_cli, ["completion", "bash"])
+
+        assert result.exit_code == 0
+        assert "_MVT_IOS_COMPLETE=bash_complete" in result.output
+        assert "complete -o nosort" in result.output
+        assert "mvt-ios" in result.output
+        assert "Mobile Verification Toolkit" not in result.output
+
+    def test_completion_prints_fish_script(self):
+        runner = CliRunner()
+        result = runner.invoke(android_cli, ["completion", "fish"])
+
+        assert result.exit_code == 0
+        assert "_MVT_ANDROID_COMPLETE=fish_complete" in result.output
+        assert "complete --no-files --command mvt-android" in result.output
+        assert "Mobile Verification Toolkit" not in result.output
+
+    def test_completion_install_updates_bashrc_once(self, tmp_path, monkeypatch):
+        monkeypatch.setenv("HOME", str(tmp_path))
+        runner = CliRunner()
+
+        result = runner.invoke(ios_cli, ["completion", "bash", "--install"])
+        assert result.exit_code == 0
+
+        script_path = tmp_path / ".mvt-ios-complete.bash"
+        bashrc_path = tmp_path / ".bashrc"
+        assert script_path.exists()
+        assert "_MVT_IOS_COMPLETE=bash_complete" in script_path.read_text(
+            encoding="utf-8"
+        )
+        bashrc = bashrc_path.read_text(encoding="utf-8")
+        assert "[ -f" in bashrc
+        assert ".mvt-ios-complete.bash" in bashrc
+
+        result = runner.invoke(ios_cli, ["completion", "bash", "--install"])
+        assert result.exit_code == 0
+        assert bashrc_path.read_text(encoding="utf-8") == bashrc
+
+    def test_completion_install_fish_does_not_update_shell_rc(
+        self, tmp_path, monkeypatch
+    ):
+        monkeypatch.setenv("HOME", str(tmp_path))
+        runner = CliRunner()
+
+        result = runner.invoke(android_cli, ["completion", "fish", "--install"])
+
+        assert result.exit_code == 0
+        script_path = (
+            tmp_path / ".config" / "fish" / "completions" / "mvt-android.fish"
+        )
+        assert script_path.exists()
+        assert "_MVT_ANDROID_COMPLETE=fish_complete" in script_path.read_text(
+            encoding="utf-8"
+        )
+        assert not (tmp_path / ".fishrc").exists()

tests/test_custom_modules.py

@@ -0,0 +1,195 @@
+from click.testing import CliRunner
+
+from mvt.android.cli import check_bugreport
+from mvt.android.cmd_check_androidqf import CmdAndroidCheckAndroidQF
+from mvt.android.cmd_check_backup import CmdAndroidCheckBackup
+from mvt.android.cmd_check_bugreport import CmdAndroidCheckBugreport
+from mvt.android.cmd_check_intrusion_logs import CmdAndroidCheckIntrusionLogs
+from mvt.common.module import MVTModule
+from mvt.ios.cli import check_backup, check_fs
+
+
+CUSTOM_MODULE = """
+from mvt.common.module import MVTModule
+
+
+class {name}(MVTModule):
+    supported_commands = {supported_commands!r}
+    slug = "{slug}"
+
+    def run(self):
+        self.results = [{{"message": "custom module ran"}}]
+
+    def check_indicators(self):
+        pass
+
+    def serialize(self, result):
+        return None
+"""
+
+
+def _write_custom_module(path, name, supported_commands, slug=None):
+    path.write_text(
+        CUSTOM_MODULE.format(
+            name=name,
+            supported_commands=supported_commands,
+            slug=slug or name.lower(),
+        ),
+        encoding="utf-8",
+    )
+    return path
+
+
+def test_load_module_appears_only_for_supported_cli_command(tmp_path):
+    module_path = _write_custom_module(
+        tmp_path / "custom.py",
+        "IOSBackupOnlyModule",
+        (("ios", "check-backup"),),
+    )
+
+    backup_result = CliRunner().invoke(
+        check_backup,
+        ["--list-modules", "--load-module", str(module_path), str(tmp_path)],
+    )
+    fs_result = CliRunner().invoke(
+        check_fs,
+        ["--list-modules", "--load-module", str(module_path), str(tmp_path)],
+    )
+
+    assert backup_result.exit_code == 0
+    assert "IOSBackupOnlyModule" in backup_result.output
+    assert fs_result.exit_code == 0
+    assert "IOSBackupOnlyModule" not in fs_result.output
+
+
+def test_module_option_runs_supported_custom_module(tmp_path):
+    (tmp_path / "Manifest.db").touch()
+    (tmp_path / "Info.plist").touch()
+    module_path = _write_custom_module(
+        tmp_path / "custom.py",
+        "CustomRunModule",
+        (("ios", "check-backup"),),
+        slug="custom_run_module",
+    )
+    output_path = tmp_path / "out"
+
+    result = CliRunner().invoke(
+        check_backup,
+        [
+            "--module",
+            "CustomRunModule",
+            "--load-module",
+            str(module_path),
+            "--output",
+            str(output_path),
+            str(tmp_path),
+        ],
+    )
+
+    assert result.exit_code == 0
+    assert (output_path / "custom_run_module.json").exists()
+
+
+def test_custom_modules_load_from_environment_without_cli_flag(tmp_path, monkeypatch):
+    custom_modules_path = tmp_path / "custom_modules"
+    custom_modules_path.mkdir()
+    _write_custom_module(
+        custom_modules_path / "env_module.py",
+        "EnvBugreportModule",
+        (("android", "check-bugreport"),),
+    )
+    monkeypatch.setenv("MVT_CUSTOM_MODULES", str(custom_modules_path))
+
+    result = CliRunner().invoke(check_bugreport, ["--list-modules", str(tmp_path)])
+
+    assert result.exit_code == 0
+    assert "EnvBugreportModule" in result.output
+
+
+class NestedBugreportModule(MVTModule):
+    supported_commands = (("android", "check-bugreport"),)
+
+
+class NestedBackupModule(MVTModule):
+    supported_commands = (("android", "check-backup"),)
+
+
+class NestedIntrusionLogsModule(MVTModule):
+    supported_commands = (("android", "check-intrusion-logs"),)
+
+
+class NestedAndroidQFModule(MVTModule):
+    supported_commands = (("android", "check-androidqf"),)
+
+
+class DummyZip:
+    def close(self):
+        pass
+
+
+def test_androidqf_propagates_custom_modules_to_nested_commands(tmp_path, monkeypatch):
+    records = {}
+    custom_modules = [
+        NestedBugreportModule,
+        NestedBackupModule,
+        NestedIntrusionLogsModule,
+        NestedAndroidQFModule,
+    ]
+    cmd = CmdAndroidCheckAndroidQF(
+        target_path=str(tmp_path),
+        custom_modules=custom_modules,
+    )
+
+    def record_available(name):
+        def _record(command):
+            records[name] = [
+                module.__name__
+                for module in command._available_modules()
+                if module.__name__.startswith("Nested")
+            ]
+
+        return _record
+
+    monkeypatch.setattr(cmd, "load_bugreport", lambda: DummyZip())
+    monkeypatch.setattr(
+        CmdAndroidCheckBugreport,
+        "from_zip",
+        lambda self, bugreport: None,
+    )
+    monkeypatch.setattr(
+        CmdAndroidCheckBugreport,
+        "run",
+        record_available("bugreport"),
+    )
+
+    monkeypatch.setattr(cmd, "load_backup", lambda: b"")
+    monkeypatch.setattr(CmdAndroidCheckBackup, "from_ab", lambda self, backup: None)
+    monkeypatch.setattr(
+        CmdAndroidCheckBackup,
+        "run",
+        record_available("backup"),
+    )
+
+    intrusion_logs_path = tmp_path / "intrusion_logs"
+    intrusion_logs_path.mkdir()
+    setattr(cmd, "_CmdAndroidCheckAndroidQF__format", "dir")
+    setattr(
+        cmd,
+        "_CmdAndroidCheckAndroidQF__files",
+        ["androidqf/intrusion_logs/security.txt"],
+    )
+    monkeypatch.setattr(cmd, "_read_device_timezone", lambda: None)
+    monkeypatch.setattr(
+        CmdAndroidCheckIntrusionLogs,
+        "run",
+        record_available("intrusion_logs"),
+    )
+
+    assert cmd.run_bugreport_cmd()
+    assert cmd.run_backup_cmd()
+    assert cmd.run_intrusion_logs_cmd()
+    assert records == {
+        "bugreport": ["NestedBugreportModule"],
+        "backup": ["NestedBackupModule"],
+        "intrusion_logs": ["NestedIntrusionLogsModule"],
+    }

uv.lock

@@ -86,7 +86,7 @@ wheels = [
 
 [[package]]
 name = "betterproto2-compiler"
-version = "0.9.0"
+version = "0.10.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "betterproto2" },
@@ -95,9 +95,9 @@ dependencies = [
     { name = "strenum", marker = "python_full_version < '3.11'" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/4b/2d/62f13d5d35236b82835fc18e0e5a804435626e34897b22be5cdbf7dc368e/betterproto2_compiler-0.9.0.tar.gz", hash = "sha256:f138597a035b4f163f25255a77fc6732801e046d0d9f3b13634b07c8f06bcd66", size = 135297, upload-time = "2025-09-25T20:15:43.137Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/b8/38/cdac9ca1cde9bf8a213bc7972985565b381d4faa2214ad097f8f614977b2/betterproto2_compiler-0.10.0.tar.gz", hash = "sha256:063179e0b6732e04f792e8317ed5d2cbfa069cac4eff42a3734f203a51e47599", size = 54682, upload-time = "2026-05-10T13:03:32.821Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/93/5e/0075f709826bcd3d23f9c0988a83ac8c2605342a14cef1d283cf837f3468/betterproto2_compiler-0.9.0-py3-none-any.whl", hash = "sha256:0765a726191a64df653de39fa834b278fb37c8fb4f2e5d447a522ce75547ec76", size = 65471, upload-time = "2025-09-25T20:15:41.619Z" },
+    { url = "https://files.pythonhosted.org/packages/9e/7e/a7f247847253983b1adbd084bbb4789ee25dd14e2a7601eb5c7aca531e19/betterproto2_compiler-0.10.0-py3-none-any.whl", hash = "sha256:075252253ca4f730b664546e2c91ab33557a98bb98141f9554ed5621eb8d25a7", size = 66884, upload-time = "2026-05-10T13:03:31.366Z" },
 ]
 
 [[package]]
@@ -298,14 +298,14 @@ wheels = [
 
 [[package]]
 name = "click"
-version = "8.3.2"
+version = "8.3.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorama", marker = "sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/57/75/31212c6bf2503fdf920d87fee5d7a86a2e3bcf444984126f13d8e4016804/click-8.3.2.tar.gz", hash = "sha256:14162b8b3b3550a7d479eafa77dfd3c38d9dc8951f6f69c78913a8f9a7540fd5", size = 302856, upload-time = "2026-04-03T19:14:45.118Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/bb/63/f9e1ea081ce35720d8b92acde70daaedace594dc93b693c869e0d5910718/click-8.3.3.tar.gz", hash = "sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2", size = 328061, upload-time = "2026-04-22T15:11:27.506Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/e4/20/71885d8b97d4f3dde17b1fdb92dbd4908b00541c5a3379787137285f602e/click-8.3.2-py3-none-any.whl", hash = "sha256:1924d2c27c5653561cd2cae4548d1406039cb79b858b747cfea24924bbc1616d", size = 108379, upload-time = "2026-04-03T19:14:43.505Z" },
+    { url = "https://files.pythonhosted.org/packages/ae/44/c1221527f6a71a01ec6fbad7fa78f1d50dfa02217385cf0fa3eec7087d59/click-8.3.3-py3-none-any.whl", hash = "sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613", size = 110502, upload-time = "2026-04-22T15:11:25.044Z" },
 ]
 
 [[package]]
@@ -935,21 +935,21 @@ requires-dist = [
     { name = "adb-shell", extras = ["usb"], specifier = "==0.4.4" },
     { name = "appdirs", specifier = "==1.4.4" },
     { name = "betterproto2", specifier = "==0.9.1" },
-    { name = "click", specifier = "==8.3.2" },
+    { name = "click", specifier = "==8.3.3" },
     { name = "cryptography", specifier = "==47.0.0" },
     { name = "iosbackup", specifier = "==0.9.925" },
     { name = "libusb1", specifier = "==3.3.1" },
     { name = "nskeyedunarchiver", specifier = "==1.5.2" },
-    { name = "packaging", specifier = "==26.0" },
-    { name = "pyahocorasick", specifier = "==2.2.0" },
+    { name = "packaging", specifier = "==26.2" },
+    { name = "pyahocorasick", specifier = "==2.3.1" },
     { name = "pydantic", specifier = "==2.13.3" },
-    { name = "pydantic-settings", specifier = "==2.13.1" },
+    { name = "pydantic-settings", specifier = "==2.14.0" },
     { name = "python-dateutil", specifier = "==2.9.0.post0" },
     { name = "pyyaml", specifier = ">=6.0.2" },
     { name = "requests", specifier = "==2.33.1" },
     { name = "rich", specifier = "==14.3.3" },
     { name = "simplejson", specifier = "==3.20.2" },
-    { name = "tld", specifier = "==0.13.1" },
+    { name = "tld", specifier = "==0.13.2" },
     { name = "tzdata", specifier = "==2026.2" },
 ]
 
@@ -1054,11 +1054,11 @@ wheels = [
 
 [[package]]
 name = "packaging"
-version = "26.0"
+version = "26.2"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/65/ee/299d360cdc32edc7d2cf530f3accf79c4fca01e96ffc950d8a52213bd8e4/packaging-26.0.tar.gz", hash = "sha256:00243ae351a257117b6a241061796684b084ed1c516a08c48a3f7e147a9d80b4", size = 143416, upload-time = "2026-01-21T20:50:39.064Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/d7/f1/e7a6dd94a8d4a5626c03e4e99c87f241ba9e350cd9e6d75123f992427270/packaging-26.2.tar.gz", hash = "sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661", size = 228134, upload-time = "2026-04-24T20:15:23.917Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/b7/b9/c538f279a4e237a006a2c98387d081e9eb060d203d8ed34467cc0f0b9b53/packaging-26.0-py3-none-any.whl", hash = "sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529", size = 74366, upload-time = "2026-01-21T20:50:37.788Z" },
+    { url = "https://files.pythonhosted.org/packages/df/b2/87e62e8c3e2f4b32e5fe99e0b86d576da1312593b39f47d8ceef365e95ed/packaging-26.2-py3-none-any.whl", hash = "sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e", size = 100195, upload-time = "2026-04-24T20:15:22.081Z" },
 ]
 
 [[package]]
@@ -1099,30 +1099,45 @@ wheels = [
 
 [[package]]
 name = "pyahocorasick"
-version = "2.2.0"
+version = "2.3.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/68/4b/e3bee663803e2202be984e1291084355f064dfa3a6a632e01fe496445a5c/pyahocorasick-2.2.0.tar.gz", hash = "sha256:817f302088400a1402bf2f8631fdb21cf5a2666888e0d6a7d5a3ad556212e9da", size = 103916, upload-time = "2025-06-19T05:51:28.087Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/b0/3c/dc9e31a0f004eabe2ef5d31456766555a02e2af29e159daa31266934af79/pyahocorasick-2.3.1.tar.gz", hash = "sha256:9d0f6bb522237ed7f111ed59c9e8baea7d1e75813587b6773babd43bda35db9f", size = 105024, upload-time = "2026-04-27T16:30:25.957Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/ad/d4/62c7eb67e304d0e746a0a782f261011d78fc4a440f00d37ee95fd93816fb/pyahocorasick-2.2.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:779f1bb63644655d6001f5b1c5f864ec1284cf1b622ac24774f8444ab92f4f84", size = 58159, upload-time = "2025-06-19T05:50:52.668Z" },
-    { url = "https://files.pythonhosted.org/packages/10/c6/02d4adcf2e75eb68c4e9f929b09731d9c21459af1184efe90d51ad837b8a/pyahocorasick-2.2.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6e9e082ffc2b240017357aeccaedc7aaccba530cb9e64945e23e999ef98b19c5", size = 33241, upload-time = "2025-06-19T05:50:53.752Z" },
-    { url = "https://files.pythonhosted.org/packages/5f/7a/9bd41a59d6ee3abec9a494c21a2da425c3ca54b0d440b84deb37d47e3b66/pyahocorasick-2.2.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:9b82717334794ee1bf50ab574c2b990179fc5bfedf1ff40875f18f011f5f7d5d", size = 106573, upload-time = "2025-06-19T05:50:55.316Z" },
-    { url = "https://files.pythonhosted.org/packages/11/c9/89d776685a0c2d0062b6d7d29e7d91525bc9528404fe49fff60a3b39ca84/pyahocorasick-2.2.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:f6be205779ba8e58670356a8cc5fbbbcf9255bfe24569c736d45f036fce9f2af", size = 113493, upload-time = "2025-06-19T05:50:56.919Z" },
-    { url = "https://files.pythonhosted.org/packages/f7/c2/ce20c9a5b89147b70b2002f0c9b4d692677f011bb532826c4c204e72a207/pyahocorasick-2.2.0-cp310-cp310-win_amd64.whl", hash = "sha256:43a2f3302a1c45d54fb24cd988629908b11e70da32fed0042e3558f1a6603b00", size = 34992, upload-time = "2025-06-19T05:50:58.494Z" },
-    { url = "https://files.pythonhosted.org/packages/fc/3d/f4348a913b1731ca8724f093321896d3ec19ac2526bf959f6a3365873267/pyahocorasick-2.2.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:a20d05f965ba3d5d38fd26b80d087fb59b8945d3dab3571ff9d64cef6d7edf01", size = 58130, upload-time = "2025-06-19T05:51:00.04Z" },
-    { url = "https://files.pythonhosted.org/packages/b6/a4/ebea4cb5450fa77c0168fb2054916ff88eb26e1b4471d63a89b2be3f4291/pyahocorasick-2.2.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4352ade48042067eae16c9c049351cd037078fdf1885c6befe44c7fd38ec7bc9", size = 33241, upload-time = "2025-06-19T05:51:01.504Z" },
-    { url = "https://files.pythonhosted.org/packages/92/e2/f233e79c6f70c0d5eaee4382f4994b8db505e9947f6c08c6bb99daacce03/pyahocorasick-2.2.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3463d65232e93ddbdab22be8c22ebc9246419d9be738da07af2bccf800c57107", size = 113941, upload-time = "2025-06-19T05:51:02.988Z" },
-    { url = "https://files.pythonhosted.org/packages/55/35/6af44ddde1198d4a55c521fc42028046dabf5413212d74ac6c1b3caae471/pyahocorasick-2.2.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:9850cc8fc3071c239965ba1ca2114de990493025381582176af5951a64ff11cb", size = 116381, upload-time = "2025-06-19T05:51:04.756Z" },
-    { url = "https://files.pythonhosted.org/packages/ac/06/d956a977db3cfa6f58cc031ca3e728bf7fc24076b5e040927b2fad2eb5e3/pyahocorasick-2.2.0-cp311-cp311-win_amd64.whl", hash = "sha256:e55347e2b884ec87c972e5f7706625f5bc4e07e703fbc1fb51a6f3bb3087d650", size = 34985, upload-time = "2025-06-19T05:51:06.384Z" },
-    { url = "https://files.pythonhosted.org/packages/97/a6/b88ab854348f8449a544a435abb270ed65ed5b77ceada372ef9e998f367c/pyahocorasick-2.2.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:744f63790fc4d337e129c80d28f57e6ba4d22a4b7e065825c72e98f92a77e16b", size = 58174, upload-time = "2025-06-19T05:51:07.874Z" },
-    { url = "https://files.pythonhosted.org/packages/b7/e3/6aa83f4f2852d03ce28872c139580913532a85686fc49f5136e4a7efce23/pyahocorasick-2.2.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:73bb94c5621565c5ad22d2f44d45edc7e568de5bd629d22a435e76d7023dae4e", size = 33285, upload-time = "2025-06-19T05:51:09.431Z" },
-    { url = "https://files.pythonhosted.org/packages/4c/e5/088c0169c36581d961eb24d770a3c0a48b95d029fd12fa343f7c1a28c11f/pyahocorasick-2.2.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4c3fb6406b3311319bef625f0269af276b75f834e5cba33b81f2e8c35a9c6c91", size = 114871, upload-time = "2025-06-19T05:51:10.513Z" },
-    { url = "https://files.pythonhosted.org/packages/66/e5/d3198bba8ce7cdf4c946f71a15bf75b26e2796b805ad43041a0ea77c422d/pyahocorasick-2.2.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:346f92c0086589e44c279d1519187bd3421d94836875033b27b7730f11bc923e", size = 117872, upload-time = "2025-06-19T05:51:11.859Z" },
-    { url = "https://files.pythonhosted.org/packages/55/15/ebd27c91dcb49487f8032e6046c11bee9037c793eb045a87d4df40c0af60/pyahocorasick-2.2.0-cp312-cp312-win_amd64.whl", hash = "sha256:1dbc761cdf8c9a1b85f065fb2442c234b742203df8e3cd2f38fc45e4838b02d3", size = 35028, upload-time = "2025-06-19T05:51:12.936Z" },
-    { url = "https://files.pythonhosted.org/packages/89/8c/d62a60af6025bc02ef2d25f29f93c591c06f4e43e51b2127f9a4a0954eb8/pyahocorasick-2.2.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:54c9604d73051f96c2d5a6c267f404f3d2d02790a2680a0c0ee7069ef7660d8b", size = 58177, upload-time = "2025-06-19T05:51:13.999Z" },
-    { url = "https://files.pythonhosted.org/packages/41/97/b3cf05d0a3e545ce38a10c828fb188500a31261b679fd15ef717147eadee/pyahocorasick-2.2.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:57932f7e894107d5ddf011051feb081b0ff7fdd6ab94462ead0c4c716ffdbd47", size = 33285, upload-time = "2025-06-19T05:51:15.687Z" },
-    { url = "https://files.pythonhosted.org/packages/d6/44/b1cd7d1b35a5f77b45b5694def4a8e6560b44cafc0dce12b7dc19a609dbe/pyahocorasick-2.2.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:67c4489c2615fc4a25824d1f12c9e775d84c2207eecedde273bbffd479d82e71", size = 114812, upload-time = "2025-06-19T05:51:17.146Z" },
-    { url = "https://files.pythonhosted.org/packages/61/48/862fc0d3c92aa70a7c1721aa41460b8ac0a8d2e62aab039773c9b8d0c9d9/pyahocorasick-2.2.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:3f388b66e8973e8ac7cd7db7f90c56b2aaec4b5563b6da7bfc3e973b7ea34e1d", size = 117865, upload-time = "2025-06-19T05:51:18.619Z" },
-    { url = "https://files.pythonhosted.org/packages/1f/e3/7680654f2d5e06ed7df9c7e6387cf86ed48c670fc65d64924a9a03ccb0e7/pyahocorasick-2.2.0-cp313-cp313-win_amd64.whl", hash = "sha256:8eabbd6fcd65595d36dadc3fc57d536aa302833991cd6b0b872aae60c5eac3e9", size = 35021, upload-time = "2025-06-19T05:51:19.79Z" },
+    { url = "https://files.pythonhosted.org/packages/df/ae/55837133a70590fd36a412f5ae09eb497603da1dd1b036eb7b3486a34d1d/pyahocorasick-2.3.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d0dcad4cf8f472764870ab70bd810fe04b5fb9d290c13db1f3e112e62b91e023", size = 59719, upload-time = "2026-04-27T16:31:15.565Z" },
+    { url = "https://files.pythonhosted.org/packages/fa/d6/a829b06c264cd38e5c57ace7bed48226c3ec088e2f0e7930c8a5572cc89f/pyahocorasick-2.3.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1b9bc8f48c78897fd6f073098f7007a87ce0a7e0ad38099a4aad4d760f2f3161", size = 33993, upload-time = "2026-04-27T16:31:17.003Z" },
+    { url = "https://files.pythonhosted.org/packages/47/17/d9dfb1df9c1d2b749377fec553af1dd62341ffc1c124d969f5fc738b3a87/pyahocorasick-2.3.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:3e70206da4ecfffdd31073b26e2e9c877503ccbeb87e1fd843ca6f9f55b16077", size = 109744, upload-time = "2026-04-27T16:31:18.47Z" },
+    { url = "https://files.pythonhosted.org/packages/b7/31/5d2bc0107384a9426fbfad10e287db917929ce004b67fa54cb46f1a0b188/pyahocorasick-2.3.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:1e48e921996044f7d161368079663608813e82dd9c22a74ba5a51abc326bb731", size = 110375, upload-time = "2026-04-27T16:31:19.889Z" },
+    { url = "https://files.pythonhosted.org/packages/d0/9f/2a438bfbc7d445cfc7d595cee367e683e34514adc028f41d39caeb895380/pyahocorasick-2.3.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:9dee8c8aa59914435f90f6fb7ad4e02f448ac0c2533cc525414b1dd0f730a6b8", size = 113107, upload-time = "2026-04-27T16:31:21.606Z" },
+    { url = "https://files.pythonhosted.org/packages/69/0f/c7a359810bef1b10c1900016028dd83f630c53c152d80a6c035a391c3237/pyahocorasick-2.3.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:f015ca482c8105e28fbd6a1952726f3376534caf8bea19ea0cda34a796f7a8f8", size = 113489, upload-time = "2026-04-27T16:31:23.583Z" },
+    { url = "https://files.pythonhosted.org/packages/d0/23/6dfae42e0b23607566e1aae66a603c5e1b7a343a4c7e8baa43d21f675632/pyahocorasick-2.3.1-cp310-cp310-win_amd64.whl", hash = "sha256:fb6be24637846604463cd414a7537c95bdab378b0796651f78a131d5871c8e3e", size = 35166, upload-time = "2026-04-27T16:31:24.894Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/06/2798edbcff0d50a51f8ef527cb3f861e69f694d80043826529c33fe15aa3/pyahocorasick-2.3.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:3a69041f5fd665ec0edcffd9562dd0f2f23c236bbc950e18ada854e29fc3dd88", size = 59714, upload-time = "2026-04-27T16:31:26.083Z" },
+    { url = "https://files.pythonhosted.org/packages/58/00/4b475d2f26240253bc6412c509c1c103844a8eac326a1353d9bc798beb74/pyahocorasick-2.3.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:e8f9c21fd2bd72c0454ba6df0c7dbdfd7236c5cfd161fc983476fffbde92e18f", size = 33988, upload-time = "2026-04-27T16:31:27.351Z" },
+    { url = "https://files.pythonhosted.org/packages/32/9b/5eef7545f3556d8b2ca8ee943938e94a62b659ee6f6978573efd2d597e2a/pyahocorasick-2.3.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:0a8bed95da02e7c874818825d65e6e31d5b38c88ecba02a6c7144524074ddade", size = 113162, upload-time = "2026-04-27T16:31:28.704Z" },
+    { url = "https://files.pythonhosted.org/packages/bf/55/807c408bd7baaa137643e99b4b642abd850d83c3e80b17e17f62b5842429/pyahocorasick-2.3.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:2541c437dc0f04475729076ec36aac72604b767fa347107bcd6945d61d5ba437", size = 113939, upload-time = "2026-04-27T16:31:31.935Z" },
+    { url = "https://files.pythonhosted.org/packages/b1/d4/ffe0a07979ed128ed55c9e4ac7007be4d2048c2582de68035bd84c22e585/pyahocorasick-2.3.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:aa05c56eaeee2e0242a84f53d9927d795d26002493c69ba8a4af1d86bdca7edb", size = 116159, upload-time = "2026-04-27T16:31:33.662Z" },
+    { url = "https://files.pythonhosted.org/packages/1c/97/c5b6962d93d0e7870a8e0e1d76c71cd30133a96c642190531d5fae754de0/pyahocorasick-2.3.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:dfc4749cca4df4327dd2fcbbd49e5148e72840366023429729cf468f28c938a2", size = 116390, upload-time = "2026-04-27T16:31:35.554Z" },
+    { url = "https://files.pythonhosted.org/packages/12/63/7072ae6d6458518c277b256a14dd1b20726192e880915b4f6d3daeb0700d/pyahocorasick-2.3.1-cp311-cp311-win_amd64.whl", hash = "sha256:cb75c32f73be3f70435e49bbc5518105b54f1320a51e7da18ac989bfe93f6c1c", size = 35152, upload-time = "2026-04-27T16:31:36.828Z" },
+    { url = "https://files.pythonhosted.org/packages/29/a6/2ee9301a36c9d6bcd7e745e8a98e72fddf1ff1cd3ae899f498383c3ad1c9/pyahocorasick-2.3.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:f0df14cb10ed1e942a30c0f11d242472452e7c567acbf3ac070e5d6912b71ca9", size = 60112, upload-time = "2026-04-27T16:31:38.39Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/c6/f242c7966d8207822d7ecb183101522ca03df5f302ee6520fe4412f03fae/pyahocorasick-2.3.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:873911f1d80acd82ac00aae277a9a2b335a0c0cac0a0ef1c6635b57badc6f7a6", size = 34154, upload-time = "2026-04-27T16:31:39.719Z" },
+    { url = "https://files.pythonhosted.org/packages/f7/01/0a7387a6327f4ef9b7dcf3cea84dfea3e4b0e85eb37a52b612985b1f9a9a/pyahocorasick-2.3.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:9a4d4f5b05ce9d8af82c40ed39cd6892613e9e8bf1b5e6ea79009c566430adb1", size = 113543, upload-time = "2026-04-27T16:31:41.311Z" },
+    { url = "https://files.pythonhosted.org/packages/a1/f2/d13807476195e4ec5999a78f22db592a64da54229c9183438f3165105779/pyahocorasick-2.3.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:9ec1d3465f25a5063c7eaa85ecb106cbe256064669c754e0b13b2483cf613a98", size = 114873, upload-time = "2026-04-27T16:31:42.625Z" },
+    { url = "https://files.pythonhosted.org/packages/af/32/d79302845be8629f9aee2a3dbeb9ad089b036f089e99589a08814e7e5910/pyahocorasick-2.3.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:e4e1e90eb2e755c79b9b904fd8adcca61c22b4b48811b9435f0c4b2d718895d6", size = 116455, upload-time = "2026-04-27T16:31:44.366Z" },
+    { url = "https://files.pythonhosted.org/packages/0e/c9/2e3019eb9f4404dc1fe1309535d1220740cc95275ad1b4a70f7f891cb296/pyahocorasick-2.3.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:e3922f66721b5b777eae758d2a0acffd98ee97dc7e6e452ba533d1c5892e15b7", size = 117863, upload-time = "2026-04-27T16:31:45.831Z" },
+    { url = "https://files.pythonhosted.org/packages/3a/6e/5fa2f6fafb7a5bb82cad6e2ef3c8eed7c859ba16242766a5a425e19334b5/pyahocorasick-2.3.1-cp312-cp312-win_amd64.whl", hash = "sha256:f5cc3c021be241fe9317c5991f8efba2b876e3956691322ad9e55c0d9ff7c599", size = 35258, upload-time = "2026-04-27T16:31:47.053Z" },
+    { url = "https://files.pythonhosted.org/packages/31/16/4ea7db7a118778a2f56b217b8f142d1bd55e10cb6c6d59329bc58c41952a/pyahocorasick-2.3.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:1b16eab55f961671c6eff5ead4e3fda6e85982acea86fda734b68e39e52dcd3b", size = 60118, upload-time = "2026-04-27T16:31:48.173Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/53/08c717e8696b3f243be89278155512a360a13b5a11bfe87a3a417f180c5e/pyahocorasick-2.3.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:ec6908893dffc271c1f89fe5a0f6ae872c5b7fdfb82ce032185a1fcf02339a60", size = 34160, upload-time = "2026-04-27T16:31:49.287Z" },
+    { url = "https://files.pythonhosted.org/packages/5c/11/4464450c9c44719ab47082eda69424de22af51ef68c482f7e8c48a30a727/pyahocorasick-2.3.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:43e79e7f1737e8bd5290ee61bfbbc0af0a44975b8aa719ffbb00e3cd8c5c8e35", size = 113498, upload-time = "2026-04-27T16:31:50.925Z" },
+    { url = "https://files.pythonhosted.org/packages/64/e0/398f558e004616411ae6914666f0aa51eb019405ef4f48358e6a9b26bc4d/pyahocorasick-2.3.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:343c93387146ddef771118cab8fc60e3be1c9c5595b647ad6c898fc940a63e20", size = 114814, upload-time = "2026-04-27T16:31:52.329Z" },
+    { url = "https://files.pythonhosted.org/packages/84/dc/a7c78f3fafdee825ab2a69c7aeedc8c3bf1a82f69a710071bbeac3d8be29/pyahocorasick-2.3.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:648ee2e1dae6753cbe153d610cd8208f3da00e20456d3696de49a7606106afad", size = 116447, upload-time = "2026-04-27T16:31:54.196Z" },
+    { url = "https://files.pythonhosted.org/packages/70/99/f028911b158fd9d6ea0c50a99b17b798f4cbb4d14aedf9bc07dcebfd406c/pyahocorasick-2.3.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:7b52bb618a6d29223470c5518daa59f319cbbca878373dcec3ca89a63759c0e5", size = 117863, upload-time = "2026-04-27T16:31:55.672Z" },
+    { url = "https://files.pythonhosted.org/packages/30/75/5d5d377fab5b93462ff22496ac5a09725534ec37217626b0a5480c321e5a/pyahocorasick-2.3.1-cp313-cp313-win_amd64.whl", hash = "sha256:31c743e80e92f81c390214b69f474945689f0f83db8d9bae7118a4623e5da63d", size = 35244, upload-time = "2026-04-27T16:31:56.813Z" },
+    { url = "https://files.pythonhosted.org/packages/00/0b/ce8637d57f122533067e5080cbd54d4698968acd2a16921469c838ee1ae3/pyahocorasick-2.3.1-cp314-cp314-macosx_10_15_universal2.whl", hash = "sha256:9b87fa566bd71b46407ea8cfd86ddc6c97ba7f20eb29041ce9b5213b111e76be", size = 60047, upload-time = "2026-04-27T16:31:58.019Z" },
+    { url = "https://files.pythonhosted.org/packages/63/8d/f98d8caad8bed8dc70b5b406704ca652c5bb59168984424e61732f31de50/pyahocorasick-2.3.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:523c5460afae4b9228bb9df7571ef23b90ceb3411428beb7df167d696ae054dc", size = 34114, upload-time = "2026-04-27T16:31:59.425Z" },
+    { url = "https://files.pythonhosted.org/packages/60/97/b06f783364347a369c86344dbebb194535b7f41bf1df0f42dc4e64e3b655/pyahocorasick-2.3.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:0e59226baf6ffb5acb6f72868ef345a4bd23d2a30ef08a9e1bf51043ea9b430d", size = 113504, upload-time = "2026-04-27T16:32:00.735Z" },
+    { url = "https://files.pythonhosted.org/packages/29/b5/54b057c13eae27ceca51e68e13e1194e4c624d624b0369b571177f390a62/pyahocorasick-2.3.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7c90328fb64f6d1c24bbf969194f4fe0b3aacbdddadf28ec920b34a524681a54", size = 114564, upload-time = "2026-04-27T16:32:02.184Z" },
+    { url = "https://files.pythonhosted.org/packages/79/c1/a0c0ed44ebe2a0e62bebc545158707b9543fa685c384a9af90bb568444cf/pyahocorasick-2.3.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:8b10d29fb3eddf8228e41d285f2e052efddb99b6dd1ed1e0f28f00d0d0570005", size = 116371, upload-time = "2026-04-27T16:32:03.967Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/db/d174d6bbc6caa811ac3c3695de28785b36d83ee94aecd461f58e621068fc/pyahocorasick-2.3.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:ba7b98de0ff3203e2cd8c27682f6934c0d893cd97e65a45b8478e468d9919c90", size = 117877, upload-time = "2026-04-27T16:32:05.407Z" },
+    { url = "https://files.pythonhosted.org/packages/c5/96/37c50ac951bb0260ec38d8d12e5b51587ef1ef4035c279088f2771544b28/pyahocorasick-2.3.1-cp314-cp314-win_amd64.whl", hash = "sha256:4acb11a0a2ff10519465749d22ad70789e9fe7f81dc8fe9957a8868e499e18ab", size = 35987, upload-time = "2026-04-27T16:32:07.08Z" },
 ]
 
 [[package]]
@@ -1311,16 +1326,16 @@ wheels = [
 
 [[package]]
 name = "pydantic-settings"
-version = "2.13.1"
+version = "2.14.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "pydantic" },
     { name = "python-dotenv" },
     { name = "typing-inspection" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/52/6d/fffca34caecc4a3f97bda81b2098da5e8ab7efc9a66e819074a11955d87e/pydantic_settings-2.13.1.tar.gz", hash = "sha256:b4c11847b15237fb0171e1462bf540e294affb9b86db4d9aa5c01730bdbe4025", size = 223826, upload-time = "2026-02-19T13:45:08.055Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/42/98/c8345dccdc31de4228c039a98f6467a941e39558da41c1744fbe29fa5666/pydantic_settings-2.14.0.tar.gz", hash = "sha256:24285fd4b0e0c06507dd9fdfd331ee23794305352aaec8fc4eb92d4047aeb67d", size = 235709, upload-time = "2026-04-20T13:37:40.293Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/00/4b/ccc026168948fec4f7555b9164c724cf4125eac006e176541483d2c959be/pydantic_settings-2.13.1-py3-none-any.whl", hash = "sha256:d56fd801823dbeae7f0975e1f8c8e25c258eb75d278ea7abb5d9cebb01b56237", size = 58929, upload-time = "2026-02-19T13:45:06.034Z" },
+    { url = "https://files.pythonhosted.org/packages/01/dd/bebff3040138f00ae8a102d426b27349b9a49acc310fcae7f92112d867e3/pydantic_settings-2.14.0-py3-none-any.whl", hash = "sha256:fc8d5d692eb7092e43c8647c1c35a3ecd00e040fcf02ed86f4cb5458ca62182e", size = 60940, upload-time = "2026-04-20T13:37:38.586Z" },
 ]
 
 [[package]]
@@ -1549,27 +1564,27 @@ wheels = [
 
 [[package]]
 name = "ruff"
-version = "0.9.10"
+version = "0.15.16"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/20/8e/fafaa6f15c332e73425d9c44ada85360501045d5ab0b81400076aff27cf6/ruff-0.9.10.tar.gz", hash = "sha256:9bacb735d7bada9cfb0f2c227d3658fc443d90a727b47f206fb33f52f3c0eac7", size = 3759776, upload-time = "2025-03-07T15:27:44.363Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/a6/bd/5f7ec371001337d8fa61701c186ff8b613ecac1651848c5950f4c4d5f2e9/ruff-0.15.16.tar.gz", hash = "sha256:d05e78d38c78caf020b03789e25106c93017db5a0cb6e2819885018c61343b78", size = 4714267, upload-time = "2026-06-04T16:33:09.974Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/73/b2/af7c2cc9e438cbc19fafeec4f20bfcd72165460fe75b2b6e9a0958c8c62b/ruff-0.9.10-py3-none-linux_armv6l.whl", hash = "sha256:eb4d25532cfd9fe461acc83498361ec2e2252795b4f40b17e80692814329e42d", size = 10049494, upload-time = "2025-03-07T15:26:51.268Z" },
-    { url = "https://files.pythonhosted.org/packages/6d/12/03f6dfa1b95ddd47e6969f0225d60d9d7437c91938a310835feb27927ca0/ruff-0.9.10-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:188a6638dab1aa9bb6228a7302387b2c9954e455fb25d6b4470cb0641d16759d", size = 10853584, upload-time = "2025-03-07T15:26:56.104Z" },
-    { url = "https://files.pythonhosted.org/packages/02/49/1c79e0906b6ff551fb0894168763f705bf980864739572b2815ecd3c9df0/ruff-0.9.10-py3-none-macosx_11_0_arm64.whl", hash = "sha256:5284dcac6b9dbc2fcb71fdfc26a217b2ca4ede6ccd57476f52a587451ebe450d", size = 10155692, upload-time = "2025-03-07T15:27:01.385Z" },
-    { url = "https://files.pythonhosted.org/packages/5b/01/85e8082e41585e0e1ceb11e41c054e9e36fed45f4b210991052d8a75089f/ruff-0.9.10-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:47678f39fa2a3da62724851107f438c8229a3470f533894b5568a39b40029c0c", size = 10369760, upload-time = "2025-03-07T15:27:04.023Z" },
-    { url = "https://files.pythonhosted.org/packages/a1/90/0bc60bd4e5db051f12445046d0c85cc2c617095c0904f1aa81067dc64aea/ruff-0.9.10-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:99713a6e2766b7a17147b309e8c915b32b07a25c9efd12ada79f217c9c778b3e", size = 9912196, upload-time = "2025-03-07T15:27:06.93Z" },
-    { url = "https://files.pythonhosted.org/packages/66/ea/0b7e8c42b1ec608033c4d5a02939c82097ddcb0b3e393e4238584b7054ab/ruff-0.9.10-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:524ee184d92f7c7304aa568e2db20f50c32d1d0caa235d8ddf10497566ea1a12", size = 11434985, upload-time = "2025-03-07T15:27:10.082Z" },
-    { url = "https://files.pythonhosted.org/packages/d5/86/3171d1eff893db4f91755175a6e1163c5887be1f1e2f4f6c0c59527c2bfd/ruff-0.9.10-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:df92aeac30af821f9acf819fc01b4afc3dfb829d2782884f8739fb52a8119a16", size = 12155842, upload-time = "2025-03-07T15:27:12.727Z" },
-    { url = "https://files.pythonhosted.org/packages/89/9e/700ca289f172a38eb0bca752056d0a42637fa17b81649b9331786cb791d7/ruff-0.9.10-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:de42e4edc296f520bb84954eb992a07a0ec5a02fecb834498415908469854a52", size = 11613804, upload-time = "2025-03-07T15:27:15.944Z" },
-    { url = "https://files.pythonhosted.org/packages/f2/92/648020b3b5db180f41a931a68b1c8575cca3e63cec86fd26807422a0dbad/ruff-0.9.10-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d257f95b65806104b6b1ffca0ea53f4ef98454036df65b1eda3693534813ecd1", size = 13823776, upload-time = "2025-03-07T15:27:18.996Z" },
-    { url = "https://files.pythonhosted.org/packages/5e/a6/cc472161cd04d30a09d5c90698696b70c169eeba2c41030344194242db45/ruff-0.9.10-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b60dec7201c0b10d6d11be00e8f2dbb6f40ef1828ee75ed739923799513db24c", size = 11302673, upload-time = "2025-03-07T15:27:21.655Z" },
-    { url = "https://files.pythonhosted.org/packages/6c/db/d31c361c4025b1b9102b4d032c70a69adb9ee6fde093f6c3bf29f831c85c/ruff-0.9.10-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:d838b60007da7a39c046fcdd317293d10b845001f38bcb55ba766c3875b01e43", size = 10235358, upload-time = "2025-03-07T15:27:24.72Z" },
-    { url = "https://files.pythonhosted.org/packages/d1/86/d6374e24a14d4d93ebe120f45edd82ad7dcf3ef999ffc92b197d81cdc2a5/ruff-0.9.10-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:ccaf903108b899beb8e09a63ffae5869057ab649c1e9231c05ae354ebc62066c", size = 9886177, upload-time = "2025-03-07T15:27:27.282Z" },
-    { url = "https://files.pythonhosted.org/packages/00/62/a61691f6eaaac1e945a1f3f59f1eea9a218513139d5b6c2b8f88b43b5b8f/ruff-0.9.10-py3-none-musllinux_1_2_i686.whl", hash = "sha256:f9567d135265d46e59d62dc60c0bfad10e9a6822e231f5b24032dba5a55be6b5", size = 10864747, upload-time = "2025-03-07T15:27:30.637Z" },
-    { url = "https://files.pythonhosted.org/packages/ee/94/2c7065e1d92a8a8a46d46d9c3cf07b0aa7e0a1e0153d74baa5e6620b4102/ruff-0.9.10-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:5f202f0d93738c28a89f8ed9eaba01b7be339e5d8d642c994347eaa81c6d75b8", size = 11360441, upload-time = "2025-03-07T15:27:33.356Z" },
-    { url = "https://files.pythonhosted.org/packages/a7/8f/1f545ea6f9fcd7bf4368551fb91d2064d8f0577b3079bb3f0ae5779fb773/ruff-0.9.10-py3-none-win32.whl", hash = "sha256:bfb834e87c916521ce46b1788fbb8484966e5113c02df216680102e9eb960029", size = 10247401, upload-time = "2025-03-07T15:27:35.994Z" },
-    { url = "https://files.pythonhosted.org/packages/4f/18/fb703603ab108e5c165f52f5b86ee2aa9be43bb781703ec87c66a5f5d604/ruff-0.9.10-py3-none-win_amd64.whl", hash = "sha256:f2160eeef3031bf4b17df74e307d4c5fb689a6f3a26a2de3f7ef4044e3c484f1", size = 11366360, upload-time = "2025-03-07T15:27:38.66Z" },
-    { url = "https://files.pythonhosted.org/packages/35/85/338e603dc68e7d9994d5d84f24adbf69bae760ba5efd3e20f5ff2cec18da/ruff-0.9.10-py3-none-win_arm64.whl", hash = "sha256:5fd804c0327a5e5ea26615550e706942f348b197d5475ff34c19733aee4b2e69", size = 10436892, upload-time = "2025-03-07T15:27:41.687Z" },
+    { url = "https://files.pythonhosted.org/packages/0c/42/53ef1c3953f157956db9bf7861e3bc50b9b887ce93300aa48cdba8336fe6/ruff-0.15.16-py3-none-linux_armv6l.whl", hash = "sha256:6ac3c0b3969cc6cf6b158c4e2f8f682acb58e7d700d8a44b65ecdc72d66ab0b2", size = 10709025, upload-time = "2026-06-04T16:32:51.935Z" },
+    { url = "https://files.pythonhosted.org/packages/93/9a/a79159346f19134a956607754e57d8d128f7a4c00f4ad2f7514d224c172c/ruff-0.15.16-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:197c207ed75ffba54a0dec23db4aa939a27a3053073e085e0042433cbdc58e4a", size = 11063550, upload-time = "2026-06-04T16:32:42.24Z" },
+    { url = "https://files.pythonhosted.org/packages/bc/72/3ce2ac000a5299ec238e01f51397b3b653c93b077d9b1bfe8715bb895f20/ruff-0.15.16-py3-none-macosx_11_0_arm64.whl", hash = "sha256:3a39fec45ab316cc23e7558f23fea4a70403ddb5648ea9a4a3854a16973d0071", size = 10421345, upload-time = "2026-06-04T16:32:37.251Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/c2/cc7fad3ec9169373f5b6a18f1917b91080feec40c3f9658334a1d28e2f03/ruff-0.15.16-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ba93191d79003116b95128c9d306e045200fdbd0bccb782b110f3cd1d4abc5cf", size = 10757217, upload-time = "2026-06-04T16:32:54.722Z" },
+    { url = "https://files.pythonhosted.org/packages/69/d2/3474009eaa0a65b31fa7152a2fad5e2f050c640ceb1e6b02ee6922e94c82/ruff-0.15.16-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c6ee4b90520630120ef032aa5cc10db483852dff950e78b1d717e2993a61ac8d", size = 10507035, upload-time = "2026-06-04T16:33:05.343Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/81/b7ae6ccbd11f0c8dc3d5d67fc4be9b57ff57ca86ba56152021378e1277f2/ruff-0.15.16-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4e4215bc938bc3c8215c1472c1aa437e310fee20cd427335fec9d7e609563628", size = 11255291, upload-time = "2026-06-04T16:32:49.49Z" },
+    { url = "https://files.pythonhosted.org/packages/d9/e1/46e526f1a7cc90857ce6ddf25fbb77eb6568651ac38d71b033af07076dd5/ruff-0.15.16-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:7c8d26be963b090f10e29abc8b3e74a2a321f6fa34e02424e30b5af89350ecbb", size = 12124922, upload-time = "2026-06-04T16:33:07.821Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/da/5c791b088b596b24d0deb967fa28ae02ad751a140c0b9ea81c5ab915d6c0/ruff-0.15.16-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f198cf4123602a2280ed46c307bcbafe41758d6fee5b456b6b6058ca1514b3b4", size = 11332186, upload-time = "2026-06-04T16:33:02.971Z" },
+    { url = "https://files.pythonhosted.org/packages/72/11/5da87abe20047c8962361473923ebb2f62b595250126aadfad8c20649c1e/ruff-0.15.16-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bb27515fa6240fb586ae82b901a59e67d24acff86f2190b433dc542fe0435aeb", size = 11373541, upload-time = "2026-06-04T16:32:47.007Z" },
+    { url = "https://files.pythonhosted.org/packages/fe/2a/8554754c23a854ae3fd6b507e36ad61ddb121e298c6d5d617dec94ed0f14/ruff-0.15.16-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:a267c46ba1593fc26b8eecbea050b39d40c0b6bb7781ee11c90a02cd10032951", size = 11353014, upload-time = "2026-06-04T16:32:34.795Z" },
+    { url = "https://files.pythonhosted.org/packages/62/25/62ea41529ec89f742ea3fed9cb1059c72877ec7cf9b9e99ac9cf3294d1d9/ruff-0.15.16-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:528c68f39a91498a8d50e91ff5985df3d105782bab49cc378e73ac26bff083e8", size = 10737467, upload-time = "2026-06-04T16:32:26.348Z" },
+    { url = "https://files.pythonhosted.org/packages/90/17/334d3ad9de4d40f9dd58fdd09e35ce64553bb501e2f19a839e2fb6be14fc/ruff-0.15.16-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:7ed55c58950df60589a9a7a5d2f8fa5f54ebd287163be805adfe6ee95a9de123", size = 10521910, upload-time = "2026-06-04T16:32:32.54Z" },
+    { url = "https://files.pythonhosted.org/packages/4d/bd/3ac7c6ae77a885c1004b3dda2446ea401768d24f851c14b4ad4b24f6639c/ruff-0.15.16-py3-none-musllinux_1_2_i686.whl", hash = "sha256:d482feaf51512b50f9790ceb417a56a61dd1e9d9bf967662b9ed27c01b34f53a", size = 10979190, upload-time = "2026-06-04T16:32:57.492Z" },
+    { url = "https://files.pythonhosted.org/packages/33/d7/609546e6a413c3f216fbf2a50c928f97c80939154f6a0503114094a86191/ruff-0.15.16-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:1e15bc8c94513dae2a40cc9ef07c94fdd4ecc9e29dabebeebe170f952322c9e3", size = 11477014, upload-time = "2026-06-04T16:32:44.687Z" },
+    { url = "https://files.pythonhosted.org/packages/74/0d/f2cd247ad32633a5c36e97141a2c21b11c6279f7957bc2ff360b1e08fddd/ruff-0.15.16-py3-none-win32.whl", hash = "sha256:580378f7bd4aa25f72e74aa54948a9622f142b1e509521dd10902e886681cc1e", size = 10735541, upload-time = "2026-06-04T16:32:30.145Z" },
+    { url = "https://files.pythonhosted.org/packages/8b/9e/02e845ef151b1dee585e55c4739f8e1734ae1d9f1221dff65761c162208b/ruff-0.15.16-py3-none-win_amd64.whl", hash = "sha256:408256017284eddf98fff77b29aa4fb30f586042d535b2d9befc6512f400aaec", size = 11843403, upload-time = "2026-06-04T16:32:39.76Z" },
+    { url = "https://files.pythonhosted.org/packages/15/19/016553f86f207450aebebc2b2b5088d086b901cc8186c02ac4284db3bd88/ruff-0.15.16-py3-none-win_arm64.whl", hash = "sha256:8cd61783afb39638a7133ef0d2dfb1e91277593962f81b5a8423eb0b888a6121", size = 11134555, upload-time = "2026-06-04T16:33:00.136Z" },
 ]
 
 [[package]]
@@ -1680,11 +1695,11 @@ wheels = [
 
 [[package]]
 name = "tld"
-version = "0.13.1"
+version = "0.13.2"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/df/a1/5723b07a70c1841a80afc9ac572fdf53488306848d844cd70519391b0d26/tld-0.13.1.tar.gz", hash = "sha256:75ec00936cbcf564f67361c41713363440b6c4ef0f0c1592b5b0fbe72c17a350", size = 462000, upload-time = "2025-05-21T22:18:29.341Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/5c/5d/76b4383ac4e5b5e254e50c09807b3e13820bed6d6c11cd540264988d6802/tld-0.13.2.tar.gz", hash = "sha256:d983fa92b9d717400742fca844e29d5e18271079c7bcfabf66d01b39b4a14345", size = 467175, upload-time = "2026-03-06T23:50:34.498Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/dc/70/b2f38360c3fc4bc9b5e8ef429e1fde63749144ac583c2dbdf7e21e27a9ad/tld-0.13.1-py2.py3-none-any.whl", hash = "sha256:a2d35109433ac83486ddf87e3c4539ab2c5c2478230e5d9c060a18af4b03aa7c", size = 274718, upload-time = "2025-05-21T22:18:25.811Z" },
+    { url = "https://files.pythonhosted.org/packages/9e/90/39a85a4b63c84213e78b3c17d22e1bf45328acf8ebb33ef93be30d0a3911/tld-0.13.2-py2.py3-none-any.whl", hash = "sha256:9b8fdbdb880e7ba65b216a4937f2c94c49a7226723783d5838fc958ac76f4e0c", size = 296743, upload-time = "2026-03-06T23:50:32.465Z" },
 ]
 
 [[package]]
@@ -1761,14 +1776,14 @@ wheels = [
 
 [[package]]
 name = "types-requests"
-version = "2.33.0.20260503"
+version = "2.33.0.20260508"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "urllib3" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/a1/b8/57e94268c0d82ac3eaa2fc35aa8ca7bbc2542f726b67dcf90b0b00a3b14d/types_requests-2.33.0.20260503.tar.gz", hash = "sha256:9721b2d9dbee7131f2fb39f20f0ebb1999c18cef4b512c9a7932f3722de7c5f4", size = 23931, upload-time = "2026-05-03T05:20:08.882Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/c7/6b/eb226bdd61a982c9a03e02c657fb4ab001733506e6423906ac142331f2e3/types_requests-2.33.0.20260508.tar.gz", hash = "sha256:81b2ae5f0d20967714a6aa5ef9284c05570d7cb06b7de8f2a77b918b63ddd411", size = 23991, upload-time = "2026-05-08T04:50:56.818Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/c3/82/959113a6351f3ca046cd0a8cd2cee071d7ea47473560557a01eeae9a6fe2/types_requests-2.33.0.20260503-py3-none-any.whl", hash = "sha256:02aaa7e3577a13471715bb1bddb693cc985ea514f754b503bf033e6a09a3e528", size = 20736, upload-time = "2026-05-03T05:20:07.858Z" },
+    { url = "https://files.pythonhosted.org/packages/cb/96/080db0afdf2c5cc5fe512b41354e8d114fe8f65e9510c56ff8dfd40216ce/types_requests-2.33.0.20260508-py3-none-any.whl", hash = "sha256:fa01459cca184229713df03709db46a905325906d27e042cd4fd7ea3d15d3400", size = 20722, upload-time = "2026-05-08T04:50:55.548Z" },
 ]
 
 [[package]]