playtest-analysis
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Translation
ChinesePlaytest Analysis
Playtest 分析
Purpose
目的
Turn raw playtest observation into actionable design, UX, tuning, and production decisions.
将原始Playtest观察结果转化为可执行的设计、UX、调优和生产决策。
Use When
适用场景
- you have fresh playtest footage or notes
- the team disagrees on what the playtest meant
- a feature needs evidence-based iteration
- 你拥有最新的Playtest录像或笔记
- 团队对Playtest的意义存在分歧
- 某个功能需要基于证据的迭代优化
Inputs
输入信息
- session notes
- video or observation logs
- telemetry if available
- test goals and participant profile
- 会话笔记
- 视频或观察日志
- 可用的遥测数据
- 测试目标和参与者档案
Process
流程
- separate observation from interpretation
- cluster issues by comprehension, friction, balance, pacing, or content
- identify severity and frequency
- connect findings to specific systems or screens
- recommend next actions with owners and confidence levels
- 将观察结果与解读内容分离
- 按理解难度、操作摩擦性、平衡性、节奏或内容类型对问题进行归类
- 确定问题的严重程度和发生频率
- 将发现的问题与特定系统或界面关联
- 推荐带有负责人和置信度的后续行动方案
Outputs
输出成果
- playtest report
- prioritized findings
- design hypotheses to test next
- milestone-impact notes
- Playtest报告
- 优先级排序的发现结果
- 待测试的设计假设
- 里程碑影响说明
Quality Bar
质量标准
- produces a current source of truth, not disconnected notes
- names owners, risks, and next actions explicitly
- separates decisions from assumptions and open questions
- 生成当前的事实依据来源，而非零散的笔记
- 明确指定负责人、风险点和后续行动
- 将决策与假设及未解决问题区分开
Common Failure Modes
常见失败模式
- outdated docs that no longer match reality
- plans with no owner or no exit criteria
- hiding risks until they become schedule blockers
- 文档过时，与实际情况不符
- 计划没有负责人或退出标准
- 隐瞒风险直到其成为进度阻碍
Related Agents
相关Agent
- playtest-analyst
- ui-ux-designer
- systems-designer
- playtest-analyst
- ui-ux-designer
- systems-designer
Related Commands
相关命令
- playtest-report
- verify
- onboarding
- playtest-report
- verify
- onboarding
Notes
注意事项
- Keep this skill aligned with the relevant rules layer and current project documentation.
- If engine-specific constraints materially change the workflow, hand off to the matching engine skill or engine-specific reviewer.
- 保持此skill与相关规则层和当前项目文档一致。
- 如果引擎特定约束对工作流程产生重大影响，请转交至匹配的引擎skill或引擎特定审核人员。