Standalone Model Context Protocol (MCP) Server providing real-time cognitive research registry queries, EU AI Act compliance auditing, and adversarial human-AI interaction benchmarks.

Neomanitai Compendium — Machine-readable taxonomy of terminology reception phenomena for human-AI interaction, AI literacy, and advanced AI performance science. Part of the AUGMANITAI ecosystem and the Performance Factor Theory of Human-AI Interaction by

Human-facing slash command for persisted same-session goals

Authorization seam (ctx.authorization): plugin-owned flows that obtain a credential through a conversation with the human

Model-facing ask_user_question tool over the ctx.userInteraction seam

Log-only session feedback producer and human-facing slash command

LangGraph

Reference Node.js MCP server for the SkillChain integration protocol. Captures human-AI interaction events from Claude Code (and other MCP clients) and ships them to the SkillChain BFF.

Abstract user-questions seam (ctx.userQuestions) for asking the human during agent runs

Model-facing same-session goal tools with execution-time authority checks

Session Controller adapter for React and session-scoped slots

Web Session-log export command and shared download dialog

Human-facing slash command for explicit session compaction

Approval composer takeover over the scoped Remote Event waterfall

Plugin-owned human command registry for DeepSeek Harness UI surfaces

Logged per-agent plan mode with deployment guidance, a direct slash command, and a user-reviewed exit

Human-friendly process signals

Abstract workspace-directory picking seam (ctx.directoryPicker) for the DeepSeek Harness web GUI host

Returns from a pool of 15m human-readable IDs

Race-fenced same-session goal-round driver