diff --git a/AGENTS.md b/AGENTS.md
new file mode 100644
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@@ -0,0 +1,153 @@
+# Agent Guide for the Flutter Packages Repository
+
+This document provides guidance for AI agents to effectively contribute to the `flutter/packages` repository.
+
+## Guiding Principles for Contributions
+
+- **Format All Code**: Every code change must be formatted using the repository's tools.
+- **Pass All Tests**: All changes must pass linting, analysis, and relevant tests.
+- **Update CHANGELOGs**: Any user-facing change or bug fix in a package requires an update to its `CHANGELOG.md` and `pubspec.yaml` version.
+- **Follow Conventions**: Adhere to the repository's specific conventions, such as federated plugin structure and code generation steps.
+
+## Agent Environment Setup
+
+To ensure a consistent and functional environment, configure your VM with the following setup. This provides the necessary Flutter SDK and dependencies for building and testing packages.
+
+```bash
+curl -L https://storage.googleapis.com/flutter_infra_release/releases/stable/linux/flutter_linux_3.32.8-stable.tar.xz | tar -xJ -C $HOME
+export FLUTTER_HOME=$HOME/flutter
+export PATH=$FLUTTER_HOME/bin:$PATH
+flutter --disable-analytics
+flutter precache --force
+# Sanity check the configuration.
+flutter doctor --verbose
+```
+
+## Repository Overview
+
+This is a monorepo containing many Flutter packages.
+- First-party packages developed entirely by the Flutter team are in `packages/`.
+- Packages that were originally developed by a third party, but are now maintained by the Flutter team are in `third_party/packages/`.
+- The repository tooling is in `script/tool/`.
+
+Many packages are part of **federated plugins**. A federated plugin has a main package (e.g., `path_provider`) that defines the API used by plugin clients, a platform interface package (e.g., `path_provider_platform_interface`) that defines the interface that each platform implementation must implement, and one or more platform implementation packages (e.g., `path_provider_android`, `path_provider_ios`) that implement that platform interface. When working on a federated plugin, you may need to modify multiple packages.
+
+For more details, see the main `README.md` and `CONTRIBUTING.md`.
+
+## Core Tooling and Workflows
+
+The primary tool for this repository is `flutter_plugin_tools.dart`.
+
+### Initial Setup
+
+First, initialize the tooling:
+```bash
+cd $REPO_ROOT/script/tool # $REPO_ROOT is the repository root
+dart pub get
+```
+
+### Identifying Target Packages
+
+Most tool commands take a `--packages` argument. You must correctly identify all packages affected by your changes. You can derive this from git diff.
+
+For example, to find changed files against the main branch of the upstream remote (assuming the upstream remote is named `origin`):
+
+```bash
+git diff --name-only origin/main...HEAD
+```
+
+Then, for each file path, find its enclosing package. A package is a directory containing a `pubspec.yaml` file. The directory name is usually the package name. Ignore `pubspec.yaml` files within `example/` directories when determining the package for a file.
+
+#### Targeting All Packages
+
+Running a tool command without a `--packages` argument will run the command on all packages. For example, a dependency can be updated for all packages in the repository:
+
+```bash
+dart run $REPO_ROOT/script/tool/bin/flutter_plugin_tools.dart update-dependency --pub-package <dependency_name>
+```
+
+### Common Commands
+
+- **Formatting**: Always format your changes.
+
+  ```bash
+  dart run $REPO_ROOT/script/tool/bin/flutter_plugin_tools.dart format --packages <changed_packages>
+  ```
+- **Testing**: All changes must pass analysis and tests:
+
+  ```bash
+  # Run static analysis
+  dart run $REPO_ROOT/script/tool/bin/flutter_plugin_tools.dart analyze --packages <changed_packages>
+  # Run Dart unit tests
+  dart run $REPO_ROOT/script/tool/bin/flutter_plugin_tools.dart dart-test --packages <changed_packages>
+  ```
+
+  The tool can also run native and integration tests, but these may require a more complete environment than is available.
+- **Validation**: Run these checks to ensure that changes follow team guidelines:
+  ```bash
+  dart run $REPO_ROOT/script/tool/bin/flutter_plugin_tools.dart publish-check --packages <changed_packages>
+  dart run $REPO_ROOT/script/tool/bin/flutter_plugin_tools.dart readme-check --packages <changed_packages>
+  dart run $REPO_ROOT/script/tool/bin/flutter_plugin_tools.dart version-check --packages <changed_packages>
+  dart run $REPO_ROOT/script/tool/bin/flutter_plugin_tools.dart license-check
+  dart run $REPO_ROOT/script/tool/bin/flutter_plugin_tools.dart repo-package-info-check
+  ```
+
+### Specialized Workflows
+
+- **Federated Plugin Development**: If you change multiple packages in a federated plugin that depend on each other, use `make-deps-path-based` to make their pubspec.yaml files use `path:` dependencies. This allows you to test them together locally.
+  ```bash
+  dart run $REPO_ROOT/script/tool/bin/flutter_plugin_tools.dart make-deps-path-based --target-dependencies=<changed_plugin_packages>
+  ```
+
+  The CI system will run tests with path-based dependencies automatically, so this is not required for PRs, but can be useful for local testing.
+- **Updating Dependencies**: To update a dependency across multiple packages:
+  ```bash
+  dart run $REPO_ROOT/script/tool/bin/flutter_plugin_tools.dart update-dependency --pub-package <dependency_name> --packages <packages_to_update>
+  ```
+- **Updating README Code Samples**: If you change example code that is included in a README.md:
+  ```bash
+  dart run $REPO_ROOT/script/tool/bin/flutter_plugin_tools.dart update-excerpts --packages <changed_packages>
+  ```
+
+## Code Generators
+
+Some packages use code generators, and changes to those packages require running the relevant code generators.
+
+- **Pigeon**: If you change a file in a `pigeons/` directory, you must run the Pigeon generator:
+  ```bash
+  # Run from the package's directory
+  dart run pigeon --input pigeons/<changed_file>.dart
+  ```
+- **Mockito**: If you change code in a package that uses `mockito` for tests (check `dev_dependencies` in `pubspec.yaml`), you must run its mock generator:
+  ```bash
+  # Run from the package's directory
+  dart run build_runner build -d
+  ```
+
+## Code Style
+
+All code must adhere to the repository's style guides. The `format` command handles most of this, but be aware of the specific style guides for each language, as detailed in [CONTRIBUTING.md](./CONTRIBUTING.md#style):
+- **Dart**: Flutter style, formatted with `dart format`.
+- **C++**: Google style, formatted with `clang-format`.
+- **Java**: Google style, formatted with `google-java-format`.
+- **Kotlin**: Android Kotlin style, formatted with `ktfmt`.
+- **Objective-C**: Google style, formatted with `clang-format`.
+- **Swift**: Google style, formatted with `swift-format`.
+
+## Version and CHANGELOG updates
+
+Any PR that changes non-test code in a package should update its version in pubspec.yaml and add a corresponding entry in CHANGELOG.md.
+
+**This process can be automated**. The `update-release-info` command is the preferred way to handle this. It determines changed packages, bumps versions, and updates changelogs automatically.
+```bash
+dart run $REPO_ROOT/script/tool/bin/flutter_plugin_tools.dart update-release-info \
+  --version=minimal \
+  --base-branch=origin/main \
+  --changelog="A description of the changes."
+```
+
+- `--version=minimal`: Bumps patch for bug fixes, and skips unchanged packages. This is usually the best option unless a new feature is being added.
+  - When making public API changes, use `--version=minor` instead.
+- `--base-branch=origin/main`: Diffs against the `main` branch to find changed packages.
+
+If you update manually, follow semantic versioning and the repository's CHANGELOG format.
diff --git a/script/tool/lib/src/common/file_filters.dart b/script/tool/lib/src/common/file_filters.dart
index 0b64fb65989..817438d908b 100644
--- a/script/tool/lib/src/common/file_filters.dart
+++ b/script/tool/lib/src/common/file_filters.dart
@@ -13,6 +13,7 @@ bool isRepoLevelNonCodeImpactingFile(String path) {
         'CONTRIBUTING.md',
         'LICENSE',
         'README.md',
+        'AGENTS.md',
         // This deliberate lists specific files rather than excluding the whole
         // .github directory since it's better to have false negatives than to
         // accidentally skip tests if something is later added to the directory
diff --git a/script/tool/test/xcode_analyze_command_test.dart b/script/tool/test/xcode_analyze_command_test.dart
index 0ec408c6ba1..747fdc9c292 100644
--- a/script/tool/test/xcode_analyze_command_test.dart
+++ b/script/tool/test/xcode_analyze_command_test.dart
@@ -600,6 +600,7 @@ packages/package_a/$file
             <FakeProcessInfo>[
           FakeProcessInfo(MockProcess(stdout: '''
 .gemini/config.yaml
+AGENTS.md
 README.md
 CODEOWNERS
 packages/package_a/CHANGELOG.md