mcpField
R
reasoning

reasoning

github.com/alicoder001Agent 工作流49 次安装
代码仓库

关于 reasoning

面向 Agent 的系统化推理模式技能,指导复杂问题拆解、逐步求解与答案核验,并提示常见逻辑错误。

主要功能

  1. 01按步骤拆解复杂问题
  2. 02使用反思清单检查答案
  3. 03提供多种验证策略
  4. 04识别常见推理错误

适用场景

  1. 01规划复杂任务的解决步骤
  2. 02检查算法或代码逻辑
  3. 03核对回答是否遗漏边界情况

安装

复制下面的命令,在终端中运行。

$npx skills add https://github.com/alicoder001/agent-skills --skill reasoning

安装后在 Claude Code 中输入/reasoning确认已加载。

附带文件agents/openai.yaml

详细介绍

推理模式

通过系统化思考,准确解决问题。

说明

1. 思维链(CoT)

将复杂问题拆解为明确的推理步骤:

PROBLEM → ANALYZE → DECOMPOSE → SOLVE STEPS → VERIFY → SYNTHESIZE
## Thinking Process

1. **Understand**: What is being asked?
2. **Identify**: What information do I have?
3. **Plan**: What steps will solve this?
4. **Execute**: Work through each step
5. **Verify**: Is the solution correct?
2. 自我反思协议

在确定任何输出之前:

## Reflection Checklist

- [ ] Does this answer the actual question?
- [ ] Are there any logical errors?
- [ ] Did I miss edge cases?
- [ ] Is this the simplest solution?
- [ ] Would a senior developer approve this?
3. 问题分解
// ❌ Bad: Trying to solve everything at once
function solveComplexProblem() {
  // 500 lines of tangled logic
}

// ✅ Good: Decomposed into clear steps
function solveComplexProblem() {
  const parsed = parseInput();
  const validated = validateData(parsed);
  const processed = processData(validated);
  return formatOutput(processed);
}
4. 验证策略
策略适用场景
跟踪执行算法逻辑
边界情况输入验证
类型检查TypeScript 代码
单元测试关键函数
手动演练复杂流程
5. 错误检测
## Common Reasoning Errors

1. **Assumption Error**: Assuming facts not stated
2. **Logic Gap**: Missing intermediate steps
3. **Scope Creep**: Solving wrong problem
4. **Premature Optimization**: Overcomplicating
5. **Confirmation Bias**: Ignoring alternatives
6. 推理模板

复杂任务请使用此模板:

## Task: [Description]

### Understanding
- Goal: [What we need to achieve]
- Constraints: [Limitations]
- Inputs: [Available data]

### Approach
1. Step 1: [Description]
2. Step 2: [Description]
3. Step 3: [Description]

### Execution
[Work through each step]

### Verification
- [ ] Goal achieved
- [ ] Constraints satisfied
- [ ] No side effects

### Reflection
- What worked: [...]
- What could improve: [...]

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