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grad-paradigms研究生范式

Agent Skill

grad-paradigms 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

总安装

356

周安装

15

GitHub Stars

125

下载量

125
CodexClaudeCursorGemini CLI

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

unknown

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:grad-paradigms(研究生范式)
来源仓库:https://github.com/asgard-ai-platform/skills
仓库路径:skills/grad-paradigms
安装命令:
npx skills add https://github.com/asgard-ai-platform/skills --skill grad-paradigms
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/asgard-ai-platform/skills --skill grad-paradigms

简介

grad-paradigms 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。

  • 适用于范式转换、科学哲学或方法论比较的研究支持。
  • 通过 npx skills add 命令从 GitHub 仓库安装,具体用法可参考原始 README。
  • 安装前需确认权限范围和维护状态,注意是否触发联网或文件读写操作。
  • 建议结合来源仓库进一步核验功能细节和使用边界。

SKILL.md

Paradigm Theory (Kuhn)

Overview

Kuhn's paradigm theory explains scientific progress not as linear accumulation but as a cyclical process: normal science operates within a paradigm until anomalies accumulate, triggering crisis and eventually a revolutionary paradigm shift. The new paradigm is incommensurable with the old — they literally see different worlds.

When to Use

  • Analyzing why a scientific or professional field resists new ideas
  • Tracing historical shifts in dominant frameworks within a discipline
  • Understanding why debates between competing schools seem irresolvable
  • Evaluating whether a field is in normal science, crisis, or revolutionary phase

When NOT to Use

  • When analyzing incremental, non-revolutionary knowledge growth (use Lakatos instead)
  • When the focus is on individual discovery rather than community-level shifts
  • When normative evaluation of which paradigm is "better" is required (Kuhn is descriptive)

Assumptions

IRON LAW: Scientists working within a paradigm do NOT test the paradigm —
they solve puzzles defined by it. Paradigm change is a social-political
process, not a purely rational one.

Key assumptions:

  1. Science operates within shared paradigms (exemplars + disciplinary matrix)
  2. Normal science is puzzle-solving, not paradigm-testing
  3. Anomalies are initially dismissed, not immediately investigated
  4. Paradigm shifts involve gestalt switches — not gradual conversion

Methodology

Step 1: Identify the Paradigm

Define the dominant paradigm: shared exemplars, accepted methods, ontological commitments, and the community that holds them.

Step 2: Map Normal Science Activity

Identify puzzle-solving within the paradigm — what questions are considered legitimate, what methods are standard, what counts as a solution.

Step 3: Trace Anomalies and Crisis

Document anomalies (persistent puzzles the paradigm cannot solve), and assess whether they have accumulated to crisis level — marked by proliferation of ad hoc modifications and questioning of fundamentals.

Step 4: Assess Revolution or Stability

Determine whether a rival paradigm has emerged, evaluate incommensurability with the old paradigm, and trace the social process of conversion (generational replacement, institutional power shifts).

Output Format

## Paradigm Analysis: [Context]

### Dominant Paradigm
- Core exemplars: [foundational achievements that define the paradigm]
- Disciplinary matrix: [shared values, methods, symbolic generalizations]
- Community: [who subscribes to this paradigm]

### Normal Science Phase
- Legitimate puzzles: [questions the paradigm defines as worth solving]
- Standard methods: [accepted approaches]
- Anomalies identified: [persistent unsolved puzzles]

### Crisis Assessment
- Severity: [pre-crisis / emerging crisis / full crisis]
- Ad hoc modifications: [patches to save the paradigm]
- Competing candidates: [alternative paradigms emerging]

### Paradigm Shift Evaluation
- Rival paradigm: [description if one exists]
- Incommensurability points: [where old and new paradigms talk past each other]
- Conversion dynamics: [generational, institutional, evidential factors]

### Implications
1. [Current phase of the field]
2. [Likelihood and direction of potential shift]

Gotchas

  • Kuhn's "paradigm" has been criticized for vagueness — he used it in 21+ senses; be explicit about which sense you mean
  • Incommensurability does NOT mean paradigms cannot be compared at all — it means translation is imperfect
  • Not all fields have clear paradigms; Kuhn's model fits natural sciences best and applies less cleanly to social sciences
  • Normal science is not inferior to revolutionary science — it is productive and necessary
  • The winner of a paradigm shift is not necessarily "more true" — it solves more puzzles that the community currently cares about
  • Do not conflate paradigm shift with any theoretical change — Kuhn reserved it for fundamental restructuring

References

  • Kuhn, T. S. (1962/1970). *The Structure of Scientific Revolutions* (2nd ed.). University of Chicago Press.
  • Kuhn, T. S. (1977). *The Essential Tension: Selected Studies in Scientific Tradition and Change*. University of Chicago Press.
  • Hoyningen-Huene, P. (1993). *Reconstructing Scientific Revolutions: Thomas S. Kuhn's Philosophy of Science*. University of Chicago Press.

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02

需要根据任务场景推荐可安装能力包时

03

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能力概览

能力 1

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能力 2

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能力 3

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能力 4

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

Codex

32.37%
按下载量换算40

Claude

31.41%
按下载量换算39

Cursor

20.52%
按下载量换算26

Gemini CLI

10.04%
按下载量换算13

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

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