diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index f98df74..aa4f177 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -5,7 +5,7 @@ Thanks for wanting to help. MemPalace is open source and we welcome contribution
 ## Getting Started
 
 ```bash
-git clone https://github.com/milla-jovovich/mempalace.git
+git clone https://github.com/MemPalace/mempalace.git
 cd mempalace
 pip install -e ".[dev]"    # installs with dev dependencies (pytest, build, twine)
 ```
@@ -52,7 +52,7 @@ assets/             ← logo + brand
    - `fix: handle empty transcript files`
    - `docs: update MCP tool descriptions`
    - `bench: add LoCoMo turn-level metrics`
-6. Push to your fork and open a PR against `main`
+6. Push to your fork and open a PR against `develop`
 
 ## Code Style
 
@@ -64,7 +64,7 @@ assets/             ← logo + brand
 
 ## Good First Issues
 
-Check the [Issues](https://github.com/milla-jovovich/mempalace/issues) tab. Great starting points:
+Check the [Issues](https://github.com/MemPalace/mempalace/issues) tab. Great starting points:
 
 - **New chat formats**: Add import support for Cursor, Copilot, or other AI tool exports
 - **Room detection**: Improve pattern matching in `room_detector_local.py`
diff --git a/examples/gemini_cli_setup.md b/examples/gemini_cli_setup.md
index 873ea86..22bfc67 100644
--- a/examples/gemini_cli_setup.md
+++ b/examples/gemini_cli_setup.md
@@ -13,7 +13,7 @@ On many Linux systems, installing Python packages globally is restricted. We rec
 
 ```bash
 # Clone the repository (if you haven't already)
-git clone https://github.com/milla-jovovich/mempalace.git
+git clone https://github.com/MemPalace/mempalace.git
 cd mempalace
 
 # Create a virtual environment
diff --git a/integrations/openclaw/SKILL.md b/integrations/openclaw/SKILL.md
index 88f0b2f..e2bfab6 100644
--- a/integrations/openclaw/SKILL.md
+++ b/integrations/openclaw/SKILL.md
@@ -2,7 +2,7 @@
 name: mempalace
 description: "MemPalace — Local AI memory with 96.6% recall. Semantic search, temporal knowledge graph, palace architecture (wings/rooms/drawers). Free, no cloud, no API keys."
 version: 3.1.0
-homepage: https://github.com/milla-jovovich/mempalace
+homepage: https://github.com/MemPalace/mempalace
 user-invocable: true
 metadata:
   openclaw:
@@ -151,4 +151,4 @@ claude mcp add mempalace -- python -m mempalace.mcp_server
 
 ## License
 
-[MemPalace](https://github.com/milla-jovovich/mempalace) is MIT licensed. Created by Milla Jovovich, Ben Sigman, Igor Lins e Silva, and contributors.
+[MemPalace](https://github.com/MemPalace/mempalace) is MIT licensed. Created by Milla Jovovich, Ben Sigman, Igor Lins e Silva, and contributors.