smart-recommender

Generate trigger-driven next-step recommendations based on current project progress.

1|Updated Apr 6, 2026
One-click install
npx skills add https://github.com/zhu637882-stack/jiaoyi --skill smart-recommender
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: smart-recommender
Source: https://github.com/zhu637882-stack/jiaoyi/tree/main/qoder-config-backup/skills/smart-recommender
Command: npx skills add https://github.com/zhu637882-stack/jiaoyi --skill smart-recommender

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

智能推荐器解决了在项目管理场景中,团队成员因信息不对称而错过关键下一步的问题。它会基于当前进度主动给出可执行的行动方案,减少无效沟通和等待时间。

Core Features & Use Cases

  • 主动推荐下一步:在对话结束、角色交接或提及关键词时,给出清晰的下一步行动。
  • 场景覆盖:从新项目、需求整理、界面设计、代码实现、QA 测试、部署等各阶段提供对应建议。
  • 角色协作与约束:根据架构师/设计师/工程师/QA等角色的职责,给出合适的后续任务及推荐顺序。

Quick Start

Describe the current project stage to receive the next-step recommendations.

Frequently Asked Questions about smart-recommender

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I proactively recommend next steps for project management to keep work moving?

To recommend next steps for project management, describe your current project stage to receive clear, actionable guidance. The system applies trigger-driven recommendations during role handoffs and keyword mentions to push progress forward.

What is trigger-driven recommendation for stalled progress in team collaboration?

Trigger-driven recommendation for stalled progress is a mechanism that detects conversation endings or role handoffs to prompt actionable next steps. It provides escalation prompts to resolve delays and reduce waiting time in team collaboration.

How do I guide role handoffs across different project stages like QA testing and deployment?

To guide role handoffs across project stages, the system evaluates the duties of architects, designers, engineers, and QA. It then outputs appropriate subsequent tasks and a recommended sequence for stages from requirement gathering to deployment.

Can I use AI guidance to reduce ineffective communication during requirement sorting and interface design?

Yes, you can use AI guidance to reduce ineffective communication during requirement sorting and interface design. It bridges information asymmetry by proactively offering executable action plans when team members are unsure of the next move.

Does this workflow progress tracking tool require any specific dependencies or components to function?

No, this workflow progress tracking tool requires no specific dependencies or components to function. It operates independently by analyzing conversational context and project stage descriptions to generate next-step recommendations.

What is the best way to handle project progress tracking when a team is unsure of subsequent tasks?

The best way to handle project progress tracking when unsure of subsequent tasks is to input the current status details. The recommender analyzes the context and proactively suggests the correct sequence of actions for the team.