This portfolio project uses synthetic data only and does not require credentials, API keys or external services.

• Deterministic Python engine
• Optional MCP server boundary
• Generated static workbench and SVG preview
• Tests, evaluation harness and CI workflow

Please open a GitHub issue if you find:

• accidental private data exposure;
• hard-coded credentials or token-like material;
• an MCP tool boundary that can read files, access the network, execute shell commands or mutate external systems;
• unsupported claims presented as source facts.

Do not include real secrets in a public issue. Replace them with a short redacted sample and describe where they appeared.