diff --git a/.gemini/skills/async-pr-review/SKILL.md b/.gemini/skills/async-pr-review/SKILL.md
index 4f1fc97234..5217defed3 100644
--- a/.gemini/skills/async-pr-review/SKILL.md
+++ b/.gemini/skills/async-pr-review/SKILL.md
@@ -7,7 +7,6 @@ description: Trigger this skill when the user wants to start an asynchronous PR
 
 This skill provides a set of tools to asynchronously review a Pull Request. It will create a background job to run the project's preflight checks, execute Gemini-powered test plans, and perform a comprehensive code review using custom prompts.
 
-This skill is designed to showcase an advanced "Agentic Asynchronous Pattern":
 1.  **Native Background Shells vs Headless Inference**: While Gemini CLI can natively spawn and detach background shell commands (using the `run_shell_command` tool with `is_background: true`), a standard bash background job cannot perform LLM inference. To conduct AI-driven code reviews and test generation in the background, the shell script *must* invoke the `gemini` executable headlessly using `--approval-mode=yolo`. This offloads the AI tasks to independent worker agents.
 2.  **Dynamic Git Scoping**: The review scripts avoid hardcoded paths. They use `git rev-parse --show-toplevel` to automatically resolve the root of the user's current project.
 3.  **Ephemeral Worktrees**: Instead of checking out branches in the user's main workspace, the skill provisions temporary git worktrees in `.gemini/tmp/async-reviews/pr-<number>`. This prevents git lock conflicts and namespace pollution.