Show HN: AgentClick – Human-in-the-loop review UI for AI coding agents (github.com)

AgentClick, a new plugin designed to enhance human oversight in AI agent interactions, was recently showcased on HN. This innovative tool introduces a browser-based user interface that allows users to review and modify actions proposed by AI agents before execution. By incorporating a human-in-the-loop review step, AgentClick maintains the efficiency of autonomous agents while providing an essential checkpoint to prevent irreversible actions. The plugin is compatible with various AI agents, including Claude Code and Codex, enabling functionalities such as email triage, plan inspections, code reviews, and trajectory analyses through an intuitive graphical interface. The significance of AgentClick lies in its skill-based architecture, which allows it to adapt across different agent environments while ensuring a secure and collaborative interaction framework. Users can directly inspect and edit commands, enhancing the agents’ learning through feedback and improving their performance over time. This advancement represents a critical step towards safer AI deployments, allowing for quicker decision-making without sacrificing accountability, which is increasingly important as AI systems are tasked with more complex and impactful operations.