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3232## Quick Start
3333
3434``` bash
35- python3.14 -m pip install tradingcodex
35+ python3.14 -m venv ~ /.tradingcodex/venv
36+ ~ /.tradingcodex/venv/bin/python -m pip install --upgrade pip
37+ ~ /.tradingcodex/venv/bin/python -m pip install --upgrade tradingcodex
3638mkdir -p ~ /tradingcodex-workspaces/apple-research
3739cd ~ /tradingcodex-workspaces/apple-research
38- tcx init .
40+ ~ /.tradingcodex/venv/bin/ tcx init .
3941./tcx doctor
4042```
4143
44+ To install from the GitHub repository instead of PyPI, replace the package
45+ install line with:
46+
47+ ``` bash
48+ ~ /.tradingcodex/venv/bin/python -m pip install --upgrade \
49+ " tradingcodex @ git+https://github.com/monarchjuno/tradingcodex.git@main"
50+ ```
51+
52+ Keep the virtual environment outside the generated workspace. ` tcx init . `
53+ expects the target directory to be empty, and the generated ` ./tcx ` wrapper will
54+ remember the Python interpreter that created it. The package registers a ` tcx `
55+ console script inside the virtual environment; the commands above call
56+ ` ~/.tradingcodex/venv/bin/tcx ` directly so setup does not depend on shell ` PATH ` .
57+
4258Start an orchestrated Codex workflow from the generated workspace:
4359
4460``` text
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