Docs: Minor style updates from initial docs audit. (#22872)

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Jenna Inouye <jinouye@google.com>

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.,
-`npm test` or `jest`). This ensures the changes didn't break existing
+Gemini CLI uses the `run_shell_command` tool to execute your test runner (for
+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
-testing framework, your indentation style, or that you hate using `any` in
+Gemini CLI is powerful but general. It doesn't know your preferred testing
+framework, your indentation style, 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 instructions actionable and relevant to code generation.
+- **Keep it focused:** Avoid adding excessive content to `GEMINI.md`. Keep
+  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
-  positive instructions.
+  (for example, "Do not use class components") is often more effective than
+  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 lets Gemini 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.