name: 卡壳问题解决调度 description: 根据卡壳类型调度正确的问题解决技术 when_to_use: 当卡壳且不确定针对特定卡壳类型应用哪种问题解决技术时使用 version: 1.1.0
卡壳问题解决调度
概述
不同类型的卡壳需要不同的技术。这个技能帮助您快速识别使用哪种问题解决技能。
核心原则: 匹配卡壳症状到技术。
快速调度
digraph stuck_dispatch {
rankdir=TB;
node [shape=box, style=rounded];
stuck [label="You're Stuck", shape=ellipse, style=filled, fillcolor=lightblue];
complexity [label="Same thing implemented 5+ ways?
Growing special cases?
Excessive if/else?"];
innovation [label="Can't find fitting approach?
Conventional solutions inadequate?
Need breakthrough?"];
patterns [label="Same issue in different places?
Feels familiar across domains?
Reinventing wheels?"];
assumptions [label="Solution feels forced?
'This must be done this way'?
Stuck on assumptions?"];
scale [label="Will this work at production?
Edge cases unclear?
Unsure of limits?"];
bugs [label="Code behaving wrong?
Test failing?
Unexpected output?"];
stuck -> complexity;
stuck -> innovation;
stuck -> patterns;
stuck -> assumptions;
stuck -> scale;
stuck -> bugs;
complexity -> simp [label="yes"];
innovation -> collision [label="yes"];
patterns -> meta [label="yes"];
assumptions -> invert [label="yes"];
scale -> scale_skill [label="yes"];
bugs -> debug [label="yes"];
simp [label="skills/problem-solving/
simplification-cascades", shape=box, style="rounded,filled", fillcolor=lightgreen];
collision [label="skills/problem-solving/
collision-zone-thinking", shape=box, style="rounded,filled", fillcolor=lightgreen];
meta [label="skills/problem-solving/
meta-pattern-recognition", shape=box, style="rounded,filled", fillcolor=lightgreen];
invert [label="skills/problem-solving/
inversion-exercise", shape=box, style="rounded,filled", fillcolor=lightgreen];
scale_skill [label="skills/problem-solving/
scale-game", shape=box, style="rounded,filled", fillcolor=lightgreen];
debug [label="skills/debugging/
systematic-debugging", shape=box, style="rounded,filled", fillcolor=lightyellow];
}
卡壳类型 → 技术
| 卡壳方式 | 使用此技能 |
|---|---|
| 复杂度螺旋上升 - 同一事物以5种以上方式实现,特殊案例增多 | skills/problem-solving/simplification-cascades |
| 需要创新 - 常规解决方案不足,找不到合适方法 | skills/problem-solving/collision-zone-thinking |
| 重复模式 - 不同地方出现相同问题,重复造轮子 | skills/problem-solving/meta-pattern-recognition |
| 受假设强制 - “必须这样做”,无法质疑前提 | skills/problem-solving/inversion-exercise |
| 规模不确定性 - 能在生产中工作吗?边界情况不明确? | skills/problem-solving/scale-game |
| 代码损坏 - 行为错误,测试失败,意外输出 | skills/debugging/systematic-debugging |
| 多个独立问题 - 可以并行调查 | skills/collaboration/dispatching-parallel-agents |
| 根本原因未知 - 症状清晰,原因隐藏 | skills/debugging/root-cause-tracing |
过程
- 识别卡壳类型 - 哪个症状与上表匹配?
- 加载该技能 - 阅读具体技术
- 应用技术 - 跟随其过程
- 如果仍卡壳 - 尝试不同技术或组合
技术组合
有些问题需要多种技术:
- 简化 + 元模式:找到模式,然后简化所有实例
- 碰撞 + 反转:强制隐喻,然后反转其假设
- 规模 + 简化:极端情况揭示可消除内容
记住
- 匹配症状到技术
- 一次一个技术
- 如果第一个无效,组合使用
- 记录尝试内容