diff --git a/docs/ai-assisted-development.md b/docs/ai-assisted-development.md
index a7173629..fe131298 100644
--- a/docs/ai-assisted-development.md
+++ b/docs/ai-assisted-development.md
@@ -114,7 +114,7 @@ Pick your tool below for CorridorKey-specific setup instructions.
 
 === "Kiro"
 
-    Kiro uses **steering files** stored in `.kiro/steering/*.md` to
+    [Kiro](https://kiro.dev) uses **steering files** stored in `.kiro/steering/*.md` to
     provide persistent project context. Each file is a Markdown
     document that Kiro loads according to one of three inclusion
     modes:
@@ -151,6 +151,34 @@ Pick your tool below for CorridorKey-specific setup instructions.
       `VideoMaMaInferenceModule/`.
     ```
 
+    **Quick-start prompt:** Instead of setting everything up
+    manually, paste this into Kiro chat to have it clone the repo,
+    read `AGENTS.md`, and scaffold steering files, hooks, and skills
+    for you automatically:
+
+    ```text
+    Clone https://github.com/nikopueringer/CorridorKey.git and open
+    the workspace. Read AGENTS.md and docs/LLM_HANDOVER.md, then:
+
+    1. Create a .kiro/steering/corridorkey-context.md steering file
+       that summarises the project rules, key file map, dev commands,
+       and prohibited actions from AGENTS.md. Set it to always-on.
+
+    2. Create a .kiro/steering/color-pipeline.md conditional steering
+       file (fileMatch: "**/color_utils.py") that covers the sRGB
+       transfer function rules and EXR pipeline math from
+       LLM_HANDOVER.md.
+
+    3. Create agent hooks:
+       - A postToolUse hook on write tools that reminds you to run
+         `uv run ruff check` after editing Python files.
+       - A fileEdited hook on *.py that runs `uv run ruff format
+         --check` to catch formatting drift.
+
+    4. Run `uv sync --group dev` to set up the dev environment, then
+       `uv run pytest -m "not gpu"` to verify everything passes.
+    ```
+
 === "Claude Code"
 
     Claude Code loads a **`CLAUDE.md`** file from the repository root
diff --git a/docs/usage.md b/docs/usage.md
index 707c96cd..5dd6f4ae 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -30,7 +30,7 @@ Two optional modules are bundled for automatic hint generation inside
 If you choose VideoMaMa, place your mask hint in the `VideoMamaMaskHint/`
 folder that the wizard creates for your shot.
 
-!!! note "Show these projects some love"
+!!! star "Show these projects some love"
     GVM and VideoMaMa are open-source research projects. Please star their
     repos: [VideoMaMa](https://github.com/cvlab-kaist/VideoMaMa) and
     [GVM](https://github.com/aim-uofa/GVM).
diff --git a/zensical.toml b/zensical.toml
index 9e76ea6c..9733b7e9 100644
--- a/zensical.toml
+++ b/zensical.toml
@@ -54,6 +54,9 @@ scheme = "slate"
 toggle.icon = "lucide/moon"
 toggle.name = "Switch to light mode"
 
+[project.theme.icon.admonition]
+star = "material/star"
+
 [project.markdown_extensions.attr_list]
 [project.markdown_extensions.md_in_html]
 [project.markdown_extensions.pymdownx.emoji]