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Agent Skill · 研究检索

grad-paradigms(研究生范式)

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。

grad-paradigms 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 61,129。

总安装 356周安装 15GitHub Stars 125下载 125核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

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

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

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。

来源仓库内路径:skills/grad-paradigms

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/asgard-ai-platform/skills --skill grad-paradig…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

grad-paradigms 怎么安装?

在终端执行 npx skills add https://github.com/asgard-ai-platform/skills --skill grad-paradigms。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

grad-paradigms 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

grad-paradigms 需要什么权限?

权限级别是只读。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。

grad-paradigms 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

grad-paradigms 用的人多吗?

公开数据是累计安装 356 次,近一周安装 15 次,下载 125 次,GitHub 125 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

grad-paradigms 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
grad-paradigms

研究生范式 · 本页

356125只读未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

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.

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

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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