Minor changes from the initial docs audit.

docs/cli/tutorials/file-management.md

@@ -7,9 +7,9 @@ create files, and control what Gemini CLI can see.
 ## Prerequisites
 
 - Gemini CLI installed and authenticated.
-- A project directory to work with (e.g., a git repository).
+- A project directory to work with (for example, a git repository).
 
-## How to give the agent context (Reading files)
+## Providing context by reading files
 
 Gemini CLI will generally try to read relevant files, sometimes prompting you
 for access (depending on your settings). To ensure that Gemini CLI uses a file,
@@ -58,7 +58,7 @@ You know there's a `UserProfile` component, but you don't know where it lives.
 ```
 
 Gemini uses the `glob` or `list_directory` tools to search your project
-structure. It will return the specific path (e.g.,
+structure. It will return the specific path (for example,
 `src/components/UserProfile.tsx`), which you can then use with `@` in your next
 turn.
 
@@ -111,8 +111,8 @@ or, better yet, run your project's tests.
 `Run the tests for the UserProfile component.`
 ```
 
-Gemini CLI uses the `run_shell_command` tool to execute your test runner (e.g.,
+Gemini CLI uses the `run_shell_command` tool to execute your test runner (for
-`npm test` or `jest`). This ensures the changes didn't break existing
+example, `npm test` or `jest`). This ensures the changes didn't break existing
 functionality.
 
 ## Advanced: Controlling what Gemini sees

docs/cli/tutorials/memory-management.md

@@ -11,8 +11,8 @@ persistent facts, and inspect the active context.
 
 ## Why manage context?
 
-Out of the box, Gemini CLI is smart but generic. It doesn't know your preferred
+Gemini CLI is powerful but general. It doesn't know your preferred testing
-testing framework, your indentation style, or that you hate using `any` in
+framework, your indentation style, or or your preference against `any` in
 TypeScript. Context management solves this by giving the agent persistent
 memory.
 
@@ -109,11 +109,11 @@ immediately. Force a reload with:
 
 ## Best practices
 
-- **Keep it focused:** Don't dump your entire internal wiki into `GEMINI.md`.
+- **Keep it focused:** Avoid adding excessive content to `GEMINI.md`. Keep
-  Keep instructions actionable and relevant to code generation.
+  instructions actionable and relevant to code generation.
 - **Use negative constraints:** Explicitly telling the agent what _not_ to do
-  (e.g., "Do not use class components") is often more effective than vague
+  (for example, "Do not use class components") is often more effective than
-  positive instructions.
+  vague positive instructions.
 - **Review often:** Periodically check your `GEMINI.md` files to remove outdated
   rules.
 

docs/cli/tutorials/shell-commands.md

@@ -7,7 +7,7 @@ automate complex workflows, and manage background processes safely.
 ## Prerequisites
 
 - Gemini CLI installed and authenticated.
-- Basic familiarity with your system's shell (Bash, Zsh, PowerShell, etc.).
+- Basic familiarity with your system's shell (Bash, Zsh, PowerShell, and so on).
 
 ## How to run commands directly (`!`)
 
@@ -49,7 +49,7 @@ You want to run tests and fix any failures.
 6.  Gemini uses `replace` to fix the bug.
 7.  Gemini runs `npm test` again to verify the fix.
 
-This loop turns Gemini into an autonomous engineer.
+This loop allows Gemini to work autonomously.
 
 ## How to manage background processes
 
@@ -75,7 +75,7 @@ confirmation prompts) by streaming the output to you. However, for highly
 interactive tools (like `vim` or `top`), it's often better to run them yourself
 in a separate terminal window or use the `!` prefix.
 
-## Safety first
+## Safety features
 
 Giving an AI access to your shell is powerful but risky. Gemini CLI includes
 several safety layers.

docs/get-started/authentication.md

@@ -40,8 +40,8 @@ Select the authentication method that matches your situation in the table below:
 
 If you run Gemini CLI on your local machine, the simplest authentication method
 is logging in with your Google account. This method requires a web browser on a
-machine that can communicate with the terminal running Gemini CLI (e.g., your
+machine that can communicate with the terminal running Gemini CLI (for example,
-local machine).
+your local machine).
 
 > **Important:** If you are a **Google AI Pro** or **Google AI Ultra**
 > subscriber, use the Google account associated with your subscription.
@@ -130,7 +130,7 @@ For example:
 **macOS/Linux**
 
 ```bash
-# Replace with your project ID and desired location (e.g., us-central1)
+# Replace with your project ID and desired location (for example, us-central1)
 export GOOGLE_CLOUD_PROJECT="YOUR_PROJECT_ID"
 export GOOGLE_CLOUD_LOCATION="YOUR_PROJECT_LOCATION"
 ```
@@ -138,7 +138,7 @@ export GOOGLE_CLOUD_LOCATION="YOUR_PROJECT_LOCATION"
 **Windows (PowerShell)**
 
 ```powershell
-# Replace with your project ID and desired location (e.g., us-central1)
+# Replace with your project ID and desired location (for example, us-central1)
 $env:GOOGLE_CLOUD_PROJECT="YOUR_PROJECT_ID"
 $env:GOOGLE_CLOUD_LOCATION="YOUR_PROJECT_LOCATION"
 ```
@@ -325,14 +325,14 @@ persist them with the following methods:
 1.  **Add your environment variables to your shell configuration file:** Append
     the environment variable commands to your shell's startup file.
 
-    **macOS/Linux** (e.g., `~/.bashrc`, `~/.zshrc`, or `~/.profile`):
+    **macOS/Linux** (for example, `~/.bashrc`, `~/.zshrc`, or `~/.profile`):
 
     ```bash
     echo 'export GOOGLE_CLOUD_PROJECT="YOUR_PROJECT_ID"' >> ~/.bashrc
     source ~/.bashrc
     ```
 
-    **Windows (PowerShell)** (e.g., `$PROFILE`):
+    **Windows (PowerShell)** (for example, `$PROFILE`):
 
     ```powershell
     Add-Content -Path $PROFILE -Value '$env:GOOGLE_CLOUD_PROJECT="YOUR_PROJECT_ID"'
@@ -346,8 +346,8 @@ persist them with the following methods:
 2.  **Use a `.env` file:** Create a `.gemini/.env` file in your project
     directory or home directory. Gemini CLI automatically loads variables from
     the first `.env` file it finds, searching up from the current directory,
-    then in your home directory's `.gemini/.env` (e.g., `~/.gemini/.env` or
+    then in your home directory's `.gemini/.env` (for example, `~/.gemini/.env`
-    `%USERPROFILE%\.gemini\.env`).
+    or `%USERPROFILE%\.gemini\.env`).
 
     Example for user-wide settings:
 

docs/get-started/gemini-3.md

@@ -25,7 +25,7 @@ Get started by upgrading Gemini CLI to the latest version:
 npm install -g @google/gemini-cli@latest
 ```
 
-After you’ve confirmed your version is 0.21.1 or later:
+If your version is 0.21.1 or later:
 
 1. Run `/model`.
 2. Select **Auto (Gemini 3)**.
@@ -109,7 +109,7 @@ then:
 
 Restart Gemini CLI and you should have access to Gemini 3.
 
-## Need help?
+## Next steps
 
 If you need help, we recommend searching for an existing
 [GitHub issue](https://github.com/google-gemini/gemini-cli/issues). If you

docs/get-started/installation.md

@@ -102,7 +102,7 @@ the default way that the CLI executes tools that might have side effects.
   to run the CLI.
   ```bash
   # Run the published sandbox image
-  docker run --rm -it us-docker.pkg.dev/gemini-code-dev/gemini-cli/sandbox:0.1.1
+  docker run --rm -it us-docker.pkg.dev/gemini-code-dev/gemini-cli/sandbox:latest
   ```
 - **Using the `--sandbox` flag:** If you have Gemini CLI installed locally
   (using the standard installation described above), you can instruct it to run