Atlas / Skills / hughyau / Contradiction Analysis

Contradiction AnalysisSAFE

skills/hughyau/contradiction-analysis

Qiushi-Skill: Build agents that investigate first, focus on the main contradiction, validate in practice, and keep pushing until the work is actually done. 求是Skill——从经典唯物辩证法与实践哲学中提炼出一条总原则和九大方法论工具武装AI大脑。

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
MIT
Stars
3,822
01

Overview

Qiushi-Skill: Build agents that investigate first, focus on the main contradiction, validate in practice, and keep pushing until the work is actually done. 求是Skill——从经典唯物辩证法与实践哲学中提炼出一条总原则和九大方法论工具武装AI大脑。

Read from source at commit 5f2be076c9e7OBSERVED · 2026-10-22
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02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: contradiction-analysis
description: |
  矛盾分析法:把复杂问题拆成若干对立面,找出规定其他矛盾的主要矛盾及其主要方面,判定对抗性 / 非对抗性,并据此选择处理方式。当问题头绪多、多个因素互相牵制、优先级不清、根因不明、反复修不好、trade-off 说不清时触发;直接执行类任务或用户已定方案时不触发。
  English: Contradiction analysis. Decompose a tangled problem into opposing forces, isolate the principal contradiction and its dominant side, classify it as antagonistic or non-antagonistic, and choose the response accordingly. Trigger on unclear priorities, unknown root causes, recurring failures, or trade-offs that resist explanation; skip for direct execution or when the user has already chosen the solution.
---

# 矛盾分析法

> "研究任何过程,如果是存在着两个以上矛盾的复杂过程的话,就要用全力找出它的主要矛盾。捉住了这个主要矛盾,一切问题就迎刃而解了。" —— 《矛盾论》

## 用 / 不用

用:
- 问题复杂,不知从哪下手
- 多个问题互相牵制,解决一个牵动另一个
- 反复出现的故障、反复失败的尝试,怀疑没打中根源
- 需要在多个"都重要"的事里判断哪个最重要

不用:
- 任务是单维度的直接执行
- 用户已经指定方案,只需实现
- 问题属于已知模式,直接套用已验证方案更快

## 操作规程

先保证事实基础:矛盾清单里的每一项都要能指向调查得到的现象,不能凭印象。事实不够先做 `investigation-first`。

1. **列矛盾清单**:`[A] vs [B]` 格式,写清两个对立面各自要什么。透过现象看内在张力,不只列表面症状。
2. **判定主要矛盾**:标 ⭐ 并给理由。三个检验:
   - 因果:解决了它,别的矛盾是否随之缓解?
   - 根源:它是不是别的矛盾的来源?
   - 阶段:它是否处于当前阶段的中心?
3. **找主要方面**:主要矛盾内部,哪一方当前占支配地位?这决定问题现在的性质。
4. **定性质**:
   - 对抗性(根本利益冲突,不能兼得)→ 明确取舍,果断二选一
   - 非对抗性(共同目标下的分歧)→ 团结—批评—团结:先找共同点,再通过讨论解决分歧
5. **选处理方向**,写出「接下来我将......」:
   - 技术性矛盾 → 形成假说,交 `practice-cognition` 验证
   - 资源性矛盾 → `concentrate-forces` 集中解决主要矛盾
   - 多目标平衡 → `overall-planning`
6. **设监控提示**:哪个次要矛盾可能上升为主要矛盾?哪个非对抗性矛盾可能因处理不当激化?

## 输出模板

```
矛盾清单:
- [A] vs [B]:......
- ⭐ [C] vs [D]:主要矛盾。理由:解决了它,[X]、[Y] 随之缓解
  - 主要方面:当前 [C / D] 占支配地位,因为 ......
  - 性质:对抗性 / 非对抗性
接下来我将:......
⚠️ 需监控:[次要矛盾] 是否上升为主要矛盾;[矛盾] 是否激化
```

## 纪律

- 禁止只输出分析文字不给结论;六项缺一不可。
- 禁止一刀切:对具体的事物作具体的分析,不套模板。
- 主要矛盾只能有一个。列出两个"都是主要"的,说明分析还没做完。
- 矛盾会转化:解决过程中主次可能对调,随时更新。

## 交接

- 主要矛盾确定 → `concentrate-forces` 集中解决,或 `practice-cognition` 验证假说
- 处理对抗性矛盾前需要更多事实 → `investigation-first`

> 原著依据:[original-texts.md](original-texts.md);场景速查:[contradiction-types-reference.md](contradiction-types-reference.md)
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-22 · audit v0.4.1 · source sha 5f2be076c9e7full audit observations/trust-audit/skill/hughyau__contradiction-analysis.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-225f2be076c9e7SAFEB89first audit
05

Questions

What does the contradiction-analysis — hughyau/qiushi-skill skill do?

Qiushi-Skill: Build agents that investigate first, focus on the main contradiction, validate in practice, and keep pushing until the work is actually done. 求是Skill——从经典唯物辩证法与实践哲学中提炼出一条总原则和九大方法论工具武装AI大脑。

Is contradiction-analysis — hughyau/qiushi-skill safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can contradiction-analysis — hughyau/qiushi-skill access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (5f2be076c9e7), read on 2026-10-22. The repository is watched, and a new audit runs when it changes — this is the first audit.

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