diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 3babed3..e2efe51 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -6,11 +6,13 @@ on:
     paths:
       - 'docs/**'
       - 'docs.json'
+      - 'llms.txt'
   pull_request:
     branches: [ "main" ]
     paths:
       - 'docs/**'
       - 'docs.json'
+      - 'llms.txt'
 
 jobs:
   validate:
@@ -25,6 +27,17 @@ jobs:
       
       - name: Install docs.page CLI
         run: npm install -g @docs.page/cli
+
+      - name: Verify llms.txt static redirect
+        run: |
+          test -s llms.txt || {
+            echo "llms.txt is missing or empty."
+            exit 1
+          }
+          grep -q '^redirect: https://raw.githubusercontent.com/btwld/ack/main/llms.txt$' docs/llms.txt.mdx || {
+            echo "docs/llms.txt.mdx must redirect to the canonical raw llms.txt URL."
+            exit 1
+          }
       
       - name: Validate documentation
         run: npx @docs.page/cli check
diff --git a/README.md b/README.md
index c97056c..63ac6f2 100644
--- a/README.md
+++ b/README.md
@@ -7,6 +7,8 @@
 
 Ack is a schema validation library for Dart and Flutter that helps you validate data with a simple, fluent API. Ack is short for "acknowledge".
 
+For AI agents: start at [`/llms.txt`](https://docs.page/btwld/ack/llms.txt).
+
 ## Why Use Ack?
 
 - **Simplify Validation**: Easily handle complex data validation logic
@@ -114,7 +116,10 @@ if (result.isOk) {
 
 ## Documentation
 
-Detailed documentation is available at [docs.page/btwld/ack](https://docs.page/btwld/ack).
+Documentation endpoints:
+- Human docs: [docs.page/btwld/ack](https://docs.page/btwld/ack)
+- AI agent index (stable URL): [docs.page/btwld/ack/llms.txt](https://docs.page/btwld/ack/llms.txt)
+- Canonical plaintext source: [raw.githubusercontent.com/btwld/ack/main/llms.txt](https://raw.githubusercontent.com/btwld/ack/main/llms.txt)
 
 ## Development
 
diff --git a/docs/index.mdx b/docs/index.mdx
index 29a7b40..aad13a9 100644
--- a/docs/index.mdx
+++ b/docs/index.mdx
@@ -3,6 +3,12 @@ title: Overview
 ---
 Ack is a schema validation library for Dart and Flutter that helps you validate data with a simple, fluent API. Ack is short for "acknowledgment".
 
+## LLM Context
+
+For AI agents, start with the project index at:
+
+- [llms.txt](/llms.txt) (redirects to canonical static text)
+
 ## Why Use Ack?
 
 - **Simplify Validation**: Easily handle complex data validation logic.
diff --git a/docs/llms.txt.mdx b/docs/llms.txt.mdx
new file mode 100644
index 0000000..dc8cb83
--- /dev/null
+++ b/docs/llms.txt.mdx
@@ -0,0 +1,6 @@
+---
+title: llms.txt
+redirect: https://raw.githubusercontent.com/btwld/ack/main/llms.txt
+---
+
+This route redirects to the canonical static `llms.txt` file.