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Nine picks, such as "OpenAI Agents SDK", "MCP Python SDK", and "Jupyter Notebook", linked only part of the name or nothing, because the README lists those projects under their PyPI or repo names. The punctuation-guard test used "The Algorithms - Python", which now matches its alias in full, so it uses a made-up name instead. Co-Authored-By: Claude <noreply@anthropic.com>