Optimize coordinator skills and multi-agent team skills for AI readability. Use when a skill file is too long, confusing, or hard for AI to parse; when the user says "优化这个skill", "精简skill", "skill太难读了", "检查skill规范"; or when you notice a skill has emoji overload, mixed numbering, repeated content, broken cross-references, or non-standard directory structures. Also use proactively after making significant changes to a skill to verify it remains clean and spec-compliant.
Design Interrogator (设计审问官) team coordinator skill. Analyzes design tasks, reads upstream design-miner outputs, communicates with users, and coordinates 8 expert agents (analyst, interrogator, researcher, ixd, critic, ui, strategist, conflict-reviewer) across dual-track Architecture/UX design using Blackboard pattern with Event Bus for state synchronization. Use when user needs architecture design interrogation, UI/UX design, design pressure testing, cross-gen conflict auditing, or development specification generation requiring multi-expert collaboration, or any other design tasks.
Design-Miner (设计挖掘) team coordinator skill. Analyzes reference project source code for multi-dimensional design extraction, communicates with users, and coordinates 9 expert agents across Architecture/UX/Meta-methodology tracks using Blackboard pattern with Event Bus for state synchronization. Use when user needs source code architecture analysis, UX engineering analysis, methodology extraction, or cross-domain principle accumulation requiring multi-expert collaboration, or any other software design mining tasks.
Dev-Genius (开发天才) team coordinator skill. Reads upstream design specs from design-interrogator-team, communicates with users, and coordinates 7 expert agents (dev-genius-codebase-analyst, dev-genius-planner, dev-genius-architect, dev-genius-doc-validator, dev-genius-developer, dev-genius-qa-tester, dev-genius-analyst) using Blackboard pattern with Event Bus for state synchronization and mandatory eight-gate pipeline (Codebase Gate → Plan Gate → Architecture Gate → Doc-Validate Gate → TDD Gate → Verify Gate → Review Gate → Codebase Re-scan Gate → Finish Gate). Architect and QA Tester are required gates. Use when user needs full-cycle software development, code implementation with TDD enforcement, autonomous development loops, or any software engineering tasks requiring multi-expert collaboration.