intent-alignment

Detects intent drift in AI-assisted development by comparing original goals against current execution plans using the Intent Alignment Engine. Features 9 evidence providers and exportable reports (text/markdown/json).

Selective Intelligence turns minimal intent into grounded, token-efficient AI work: research, product design, one-prompt websites, verified UI/UX, repository realignment, and developer-grade execution across AI clients—free, open, and model-neutral.

DingTalk sister MCP service of intent-gate: group consensus channel + blocking human-decision gates for requirement intent alignment. Optional — the main plugin closes the loop alone; this posts the questions to the people who should answer them.

Portable intent alignment skill for ambiguous high-expectation agent requests

Agent 意图对齐器：通过显式 /align 将粗糙请求转为可执行、可验证、可跨会话交接的 Agent Brief。

This theory defines a mechanism by which agents recursively align their current and anticipated intentions through hierarchical feedback and contextual reasoning. It supports robust goal consistency in multi-agent and adaptive systems. 本理論は、エージェントが現在および予測される意図を階層的フィードバックと文脈的推論を通じて再帰的に整合させる仕組みを定義します。マルチエージェントおよび適応システムにおいて強固な目標整合性を支援します。

Intent alignment guard for Claude Code — 5-question task-start protocol, tiered action gate, and PreToolUse hook that blocks destructive actions before they execute.

Intent-integrity runtime that detects and repairs semantic drift across autonomous multi-agent workflows.

Best Workflow Execution Mode for GitHub Copilot 2026 - AI Planning Engine for Safe Code Automation

Diff accountability compiler for AI-generated code changes.