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Verified all prompt-injection framework models against the real Python SDK sources: - OpenRouter: the official openrouter SDK uses client.chat.send(messages=) (not chat.completions.create), client.embeddings.generate(input=) (not embeddings.create), and client.responses.send(input=, instructions=). Corrected the framework qll and model, and fixed the test files that used the wrong API. - Anthropic: added the managed-agents system prompt sink (beta.agents.create/update Argument[system:]). - Google GenAI: added models.edit_image Argument[prompt:] as user content. OpenAI, agents and LangChain models were confirmed correct against their SDK sources. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>