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Huajian Zhang

@zhjai

2 skills1 repository 25

Skills (2)

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Use when comparing non-trivial options or making a design/architecture/experiment/product/research/strategy decision with real tradeoffs, unclear criteria, or commitment risk, and the user says things like "比较一下 A 和 B", "还有别的方案吗", "方案的利弊/权衡是什么", "这样设计好不好", "换个角度", "深入分析", "review my plan", "compare A vs B vs A+B", "what are the alternatives", "what are the tradeoffs", "is this the right approach", or "think this through". Also self-trigger when you only have A/B/A+B, the options are minor variants, success criteria or flip conditions are unclear, or one hidden assumption is deciding the answer; expand the option space and challenge the framing before choosing. Escalate to agent-arena when external evidence or an independent reviewer is needed. Not for simple lookups, formatting, translation, trivial naming/style choices, routine code review without design uncertainty, or when the user asked for a fast answer.

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zhjai/agent-arena25Updated Oct 10, 2026

Use Arena for heterogeneous independent design and cross-review, second opinions, code/bug/plan reviews, and evidence-based analysis. Cues: 用 arena, 讨论一下, 审核一下, 交叉审核, 第二意见, 完全体 arena, 伴随子代理, 边做边检查, companion review. Discussions start with independent proposals; a named draft/diff is reviewed directly. Bare 继续 resumes an unfinished Arena checkpoint. Supports supervised execution and persistent concurrent companion checks. Not for trivial lookups or formatting; an enabled companion still accompanies ordinary work.

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zhjai/agent-arena25Updated Oct 10, 2026

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