From 27154834117bb428ad929e1503420ff3dd2b2fc8 Mon Sep 17 00:00:00 2001
From: Uniskela <104075208+uniskela@users.noreply.github.com>
Date: Thu, 8 Oct 2026 05:52:53 +0000
Subject: [PATCH 1/2] docs: add Context7 documentation guidance for AI agents

---
 README.md | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/README.md b/README.md
index 18067e4..29f8b96 100644
--- a/README.md
+++ b/README.md
@@ -36,6 +36,13 @@ webhook. See the [roadmap](docs/plans/MVP_PLAN.md).
 | [Product](docs/PRODUCT.md) / [Architecture](docs/ARCHITECTURE.md) | What it is (and is not), and how it is built |
 | [Docs index](docs/INDEX.md) | Every design, planning and operations document |
 
+
+## Using this project with AI coding agents
+
+If you use Codex, Cursor, Claude Code, or another assistant with [Context7 MCP](https://context7.com/), you can ask it to consult Stack Manager's documentation before making changes. Context7 is optional and is separate from the application's Git and deployment integrations.
+
+> Use Context7 MCP to resolve the official documentation library for `uniskela/stack-manager` (expected ID: `/uniskela/stack-manager`), then retrieve guidance for installation, repository connections, the editor and Git workflow, environment inventory, self-hosting, and troubleshooting. Match the guidance to the Stack Manager version I'm running. If the library is still indexing or doesn't cover that version, consult the [maintained documentation](https://uniskela.com/docs/stack-manager/) and [source Markdown](docs/index.md) instead.
+
 ## Quick start (Docker Compose)
 
 ```bash

From a632b3bdebdd6179eabc517f7740e2f313023278 Mon Sep 17 00:00:00 2001
From: Uniskela <104075208+uniskela@users.noreply.github.com>
Date: Thu, 8 Oct 2026 17:42:21 +1100
Subject: [PATCH 2/2] Update README.md

Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 29f8b96..fd223ce 100644
--- a/README.md
+++ b/README.md
@@ -41,7 +41,7 @@ webhook. See the [roadmap](docs/plans/MVP_PLAN.md).
 
 If you use Codex, Cursor, Claude Code, or another assistant with [Context7 MCP](https://context7.com/), you can ask it to consult Stack Manager's documentation before making changes. Context7 is optional and is separate from the application's Git and deployment integrations.
 
-> Use Context7 MCP to resolve the official documentation library for `uniskela/stack-manager` (expected ID: `/uniskela/stack-manager`), then retrieve guidance for installation, repository connections, the editor and Git workflow, environment inventory, self-hosting, and troubleshooting. Match the guidance to the Stack Manager version I'm running. If the library is still indexing or doesn't cover that version, consult the [maintained documentation](https://uniskela.com/docs/stack-manager/) and [source Markdown](docs/index.md) instead.
+> Use Context7 MCP to resolve the official documentation library for `uniskela/stack-manager` (expected ID: `/uniskela/stack-manager`), then retrieve guidance for installation, repository connections, the editor and Git workflow, environment inventory, self-hosting, and troubleshooting. Match the guidance to the Stack Manager version I'm running. If Context7 is unavailable, the lookup returns an error, the library is still indexing, or the library doesn't cover that version, consult the [maintained documentation](https://uniskela.com/docs/stack-manager/) and [source Markdown](docs/index.md) instead.
 
 ## Quick start (Docker Compose)