diff --git a/README.md b/README.md
index dd6141d..7e19b78 100644
--- a/README.md
+++ b/README.md
@@ -19,6 +19,29 @@ Everything runs inside GitHub Actions using your Factory API key, so the bot nev
 
 ## Installation
 
+### Quick Setup with `/install-code-review` (Recommended)
+
+The fastest way to get up and running is the guided installer built into the Droid CLI. From any local clone of your repo, run:
+
+```bash
+droid
+> /install-code-review
+```
+
+The guided flow will:
+
+- Detect whether your repository lives on GitHub or GitLab.
+- Help you install the Droid GitHub App (or configure GitLab access).
+- Generate the workflow files (`droid.yml` and `droid-review.yml`) with sensible defaults.
+- Prompt you for `review_depth`, security review options, and other inputs.
+- Open a PR/MR containing the new workflow files for you to review and merge.
+
+For GitHub-only setups you can also run `/install-github-app`. See the [Automated Code Review guide](https://docs.factory.ai/guides/droid-exec/code-review) and the [GitHub App installation guide](https://docs.factory.ai/cli/features/install-github-app) for full details.
+
+### Manual Setup
+
+If you prefer to wire things up by hand:
+
 1. **Install the Droid GitHub App**
    - Install from the Factory dashboard and grant it access to the repositories where you want Droid to operate.
 2. **Create a Factory API Key**
@@ -67,7 +90,7 @@ jobs:
           fetch-depth: 1
 
       - name: Run Droid Exec
-        uses: Factory-AI/droid-action@v5
+        uses: Factory-AI/droid-action@main
         with:
           factory_api_key: ${{ secrets.FACTORY_API_KEY }}
 ```
@@ -104,13 +127,14 @@ jobs:
           fetch-depth: 1
 
       - name: Run Droid Auto Review
-        uses: Factory-AI/droid-action@v5
+        uses: Factory-AI/droid-action@main
         with:
           factory_api_key: ${{ secrets.FACTORY_API_KEY }}
           automatic_review: true
+          automatic_security_review: true
 ```
 
-Set `automatic_review: true` to run code reviews automatically on non-draft PRs.
+Set `automatic_review: true` to run code reviews automatically on non-draft PRs. Set `automatic_security_review: true` to additionally run a STRIDE-based security review concurrently on every non-draft PR.
 
 ## Using the Commands
 
@@ -128,16 +152,60 @@ Set `automatic_review: true` to run code reviews automatically on non-draft PRs.
 
 ### `@droid security`
 
-- Mention `@droid security` in a PR comment.
-- Droid performs a security-focused review using STRIDE methodology (Spoofing, Tampering, Repudiation, Information Disclosure, Denial of Service, Elevation of Privilege).
-- Findings include severity levels, CWE references, and suggested fixes.
+- Mention `@droid security` in a PR comment to trigger an on-demand security review of the PR diff.
+- Droid runs a security-focused review using STRIDE methodology (Spoofing, Tampering, Repudiation, Information Disclosure, Denial of Service, Elevation of Privilege) along with OWASP Top 10 and OWASP LLM Top 10 checks.
+- Each finding includes a severity level, CWE reference (where applicable), an explanation, and a suggested fix posted as inline review comments.
+- Set `automatic_security_review: true` in your auto-review workflow to run the security pass on every non-draft PR alongside the standard code review (the two run concurrently).
 
 ### `@droid security --full`
 
-- Performs a full repository security scan (not just PR changes).
-- Creates a new branch with a security report at `.factory/security/reports/security-report-{date}.md`.
-- Opens a PR with findings and auto-generated patches where possible.
-- Useful for scheduled security audits.
+- Performs a full repository security scan instead of just PR changes — useful for scheduled audits or onboarding a new repo.
+- Creates a new branch and opens a PR containing a security report at `.factory/security/reports/security-report-{date}.md` plus auto-generated patches where Droid is confident in the fix.
+- To run on a schedule, invoke the action from a cron-triggered workflow with `security_scan_schedule: true`. Use `security_scan_days` to control how many days of recent commits are included.
+
+#### Enabling automatic security review
+
+To run the security review on every non-draft PR (alongside the regular code review), add `automatic_security_review: true` to your `droid-review.yml`:
+
+```yaml
+- name: Run Droid Auto Review
+  uses: Factory-AI/droid-action@main
+  with:
+    factory_api_key: ${{ secrets.FACTORY_API_KEY }}
+    automatic_review: true
+    automatic_security_review: true
+```
+
+#### Scheduling full-repo scans
+
+```yaml
+name: Droid Security Scan
+
+on:
+  schedule:
+    - cron: "0 9 * * 1" # Every Monday at 09:00 UTC
+  workflow_dispatch:
+
+jobs:
+  security-scan:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+      pull-requests: write
+      issues: write
+      id-token: write
+      actions: read
+    steps:
+      - uses: actions/checkout@v5
+        with:
+          fetch-depth: 0
+
+      - uses: Factory-AI/droid-action@main
+        with:
+          factory_api_key: ${{ secrets.FACTORY_API_KEY }}
+          security_scan_schedule: true
+          security_scan_days: 7
+```
 
 ## Configuration
 
@@ -171,46 +239,40 @@ The `review_depth` input controls which model and reasoning effort are used for
 
 ```yaml
 # Deep review (default - no extra config needed)
-- uses: Factory-AI/droid-action@v5
+- uses: Factory-AI/droid-action@main
   with:
     factory_api_key: ${{ secrets.FACTORY_API_KEY }}
     automatic_review: true
 
 # Shallow review for faster feedback
-- uses: Factory-AI/droid-action@v5
+- uses: Factory-AI/droid-action@main
   with:
     factory_api_key: ${{ secrets.FACTORY_API_KEY }}
     automatic_review: true
     review_depth: shallow
 
 # Fully custom model (overrides depth preset entirely)
-- uses: Factory-AI/droid-action@v5
+- uses: Factory-AI/droid-action@main
   with:
     factory_api_key: ${{ secrets.FACTORY_API_KEY }}
     automatic_review: true
-    review_model: claude-sonnet-4-5-20250929
+    review_model: claude-sonnet-4-6
     reasoning_effort: high
 ```
 
 > **Tip:** Setting `review_model` or `reasoning_effort` explicitly always takes priority over the depth preset. You can mix and match -- for example, use `review_depth: shallow` but override just `reasoning_effort: high` to get the shallow model with higher reasoning.
 
-### Updating Review Models
-
-The depth presets are defined in [`src/utils/review-depth.ts`](src/utils/review-depth.ts). To change which models are used for shallow or deep reviews, edit the `REVIEW_DEPTH_PRESETS` object:
+The default models (`gpt-5.2` for `deep`, `kimi-k2-0711` for `shallow`) are managed by Factory and may change over time. To pin a specific model regardless of the depth preset, set `review_model` to any model ID supported by `droid exec --model`. A few common choices:
 
-```typescript
-const SHALLOW_DEFAULTS = {
-  model: "kimi-k2-0711", // Change to any supported model
-  reasoningEffort: undefined, // undefined = use model default
-};
-
-const DEEP_DEFAULTS = {
-  model: "gpt-5.2", // Change to any supported model
-  reasoningEffort: "high", // "high" | "medium" | "low" | undefined
-};
-```
+- `claude-opus-4-7`
+- `claude-sonnet-4-6`
+- `claude-haiku-4-5`
+- `gpt-5.5`
+- `gpt-5.5-pro`
+- `gpt-5.3-codex`
+- `kimi-k2.6`
 
-Individual users can also override these defaults per-workflow without modifying the source by setting `review_model` and/or `reasoning_effort` inputs directly in their workflow YAML.
+See the [CLI reference](https://docs.factory.ai/reference/cli-reference#available-models) for the canonical, up-to-date list.
 
 ### Security Configuration