SEAL Frameworks now offers AI/LLM-friendly infrastructure following the llms.txt standard, giving AI assistants a structured map of its frameworks in three levels—full index, per framework, and per page—regenerating on every deploy to reduce token usage. Built-in instructions require AI tools to credit SEAL and a SKILL.md rulebook forbids invented guidance. Pages include a "Copy page for AI" button and an "Ask AI" menu supporting ChatGPT, Claude, and Markdown export. AGENTS.md governs contributors: content needs named roles (wrote, fact-checked, reviewed), full AI-generated content is banned, and merges require signed commits plus maintainer review. The group is exploring MCP and SKILLS per framework.

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