docs(install): recommend uv as the package manager
End-user installs now lead with `uv tool install mempalace`, with `pip install mempalace` kept as a fallback. Dev/contributor docs lead with `uv sync --extra dev` and `uv run` for tests/benchmarks/lint, with the equivalent pip recipe kept inline. The shipped `/mempalace:init` skill instructions (mempalace/instructions/init.md) try `uv tool install` first when uv is on PATH, then fall back through the pip variants. Adds a .python-version pin at 3.12 because the lockfile's onnxruntime==1.24.3 only ships wheels for Python >=3.11; without the pin, `uv sync` on a host where uv prefers 3.10 fails with no source distribution available, which would make the documented command a footgun. pyproject's `requires-python = ">=3.9"` is unchanged — pip users on 3.9/3.10 are unaffected. Files updated: README.md, CONTRIBUTING.md, CLAUDE.md, the gemini-cli guide and example, the .claude-plugin / .codex-plugin READMEs, the mempalace SKILL, the openclaw SKILL, tools/save.md, the three benchmarks docs, and the corresponding website mirrors.
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@@ -2,12 +2,15 @@
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## Installation
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Install MemPalace from PyPI:
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We recommend [`uv`](https://docs.astral.sh/uv/) — `uv tool install` puts
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the `mempalace` CLI in an isolated environment on your PATH:
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```bash
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pip install mempalace
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uv tool install mempalace
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```
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If you prefer pip, `pip install mempalace` still works.
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::: danger Security Warning
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The domain `mempalace.tech` is a **brand-squatting site** not affiliated with this project. It is known to run ad-redirects and potential malware. The official MemPalace distribution is only available via this [GitHub repository](https://github.com/MemPalace/mempalace) and [PyPI](https://pypi.org/project/mempalace/). Never install binaries or scripts from unofficial domains.
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:::
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@@ -25,7 +28,7 @@ No API key required for the core local workflow. After installation, the main st
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```bash
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git clone https://github.com/MemPalace/mempalace.git
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cd mempalace
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pip install -e ".[dev]"
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uv sync --extra dev # or: pip install -e ".[dev]"
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```
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## Quick Start
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