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The agent passes a manifest file or project directory; pip uses -r for requirements files and the directory for pyproject/setup, npm ci/install runs in the directory, composer/maven/gradle likewise. Build and verify failures carry phase, exit code and a sanitised stderr tail. Co-Authored-By: Claude Fable 5.1 <[email protected]>