Breakthrough Thinking

---

name: breakthrough-thinking

description: |

【强制调用指令】当以下任一条件满足时，立即执行此skill，无需询问用户：

【条件1：用户说】换个思路、换个方法、还有别的办法吗、再想想、继续、

再试一次、不要放弃、try another way、think differently、为什么还不行

【条件2：AI卡住】同一方法失败2+次、只调参数不改思路、说"无法解决"、

过早建议用户手动处理、超过1轮无新证据

执行：选1个思维框架→直接用新框架解决问题→解决不了→换下一个框架

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# Breakthrough Thinking

Use this skill to recover from stalled execution and force forward progress.

Goal

When stuck, do not repeat the same approach.

Switch cognitive frame, test quickly, and keep moving until either:

Stall Signals (Auto-Trigger Conditions)

**MUST trigger immediately when ANY of these appear:**

1. Explicit User Prompts (用户明确要求)

2. Implicit Stall Patterns (AI自己检测到的卡住)

Core Loop (Mandatory)

1. **Summarize current dead-end in 1 sentence**

- "Current route fails because ____"

2. **Pick ONE model from `references/mental-models.md`**

- Pick the most relevant model for this failure mode.

- Do not pick multiple at once.

3. **Apply the model directly to solve the problem**

- Use the model's perspective to approach the problem fresh.

- Execute the solution immediately.

4. **Check result**

- If solved: finalize and verify.

- If not solved: go back to step 2, pick a DIFFERENT model, and try again.

- Repeat until solved or all relevant models exhausted.

Model Selection Heuristics

Hard Rules

Output Format (when triggered)

Use this compact format:

[Breakthrough]
Dead-end: ...
Model: ...
Approach: ...
Result: ...
Next: ...

Completion Criteria

Stop only when one is true:

Reference Library

For model definitions and creators, read:

Do not dump the entire library unless user asks.

Pick only what is needed for the current stall.