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grad-pragmatism研究生实用主义

Agent Skill

grad-pragmatism 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

364

周安装

15

GitHub Stars

125

下载量

119
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-pragmatism(研究生实用主义)
来源仓库:https://github.com/asgard-ai-platform/skills
仓库路径:skills/grad-pragmatism
安装命令:
npx skills add https://github.com/asgard-ai-platform/skills --skill grad-pragmatism
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-pragmatism

简介

grad-pragmatism 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。

  • 适用于实用主义哲学、问题导向研究或行动导向分析的支持。
  • 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

Pragmatism

Overview

Pragmatism holds that the meaning and truth of ideas lie in their practical consequences. Originating with Peirce, James, and Dewey, it treats knowledge not as a mirror of reality but as a tool for action. Inquiry is triggered by doubt, proceeds through abductive hypothesis generation, and is validated by its capacity to resolve problematic situations.

When to Use

  • Evaluating competing theories or frameworks by their practical usefulness
  • Designing action-oriented research (action research, design science)
  • Justifying mixed-methods approaches on philosophical grounds
  • When abstract theoretical debates need grounding in real-world outcomes

When NOT to Use

  • When the goal is to establish objective truth independent of consequences
  • When purely formal or logical analysis is required (use analytic philosophy)
  • When the research demands strong ontological commitments about reality's nature

Assumptions

IRON LAW: The meaning of a concept lies in its PRACTICAL CONSEQUENCES —
a distinction that makes no practical difference is no distinction at all.

Key assumptions:

  1. Knowledge is fallible and revisable — no inquiry reaches final truth
  2. Ideas are instruments (tools) for coping with experience, not copies of reality
  3. Inquiry begins with genuine doubt, not Cartesian methodological doubt
  4. Truth is what works in the long run for a community of inquirers (Peirce) or what is useful in concrete experience (James)

Methodology

Step 1: Identify the Problematic Situation

Define the indeterminate situation that triggers inquiry. What doubt, friction, or breakdown initiated the need for knowledge?

Step 2: Abductive Hypothesis Generation

Generate candidate explanations using abduction (inference to the best explanation). Ask: "What hypothesis, if true, would make this situation intelligible and actionable?"

Step 3: Trace Practical Consequences

For each hypothesis or concept, identify its practical consequences. What actions does it suggest? What experiences would follow if it were true? What difference does it make?

Step 4: Test Through Action and Assess Warranted Assertibility

Test hypotheses through action (experiment, intervention, practice). Evaluate results not as final truth but as warranted assertibility — justified belief that resolves the problematic situation.

Output Format

## Pragmatist Analysis: [Context]

### Problematic Situation
- Trigger: [what doubt or breakdown initiated inquiry]
- Indeterminacy: [what is unclear or contested]
- Stakeholders: [who is affected and seeking resolution]

### Competing Hypotheses
| Hypothesis | Practical Consequences | Actions Implied | Testability |
|------------|----------------------|-----------------|-------------|
| [H1] | [what follows if true] | [what to do] | [how to test] |
| [H2] | [what follows if true] | [what to do] | [how to test] |

### Consequential Evaluation
- Most useful hypothesis: [which one and why]
- Practical difference: [what changes in action based on this choice]
- Residual uncertainty: [what remains unresolved]

### Warranted Assertibility
- Assertion: [the conclusion supported by inquiry so far]
- Warrant: [evidence and practical success supporting it]
- Revisability: [conditions that would reopen inquiry]

### Implications
1. [Actionable recommendation grounded in inquiry]
2. [What further inquiry would strengthen the warrant]

Gotchas

  • Pragmatism is NOT "whatever works is true" in a crude sense — Peirce's pragmatism emphasizes long-run community convergence, not individual convenience
  • Do not confuse pragmatism (a philosophy) with being "pragmatic" (colloquial sense of expedient)
  • James and Peirce differed significantly — James was more individualist, Peirce more communitarian and logic-oriented
  • Dewey's "inquiry" is a structured process, not casual problem-solving
  • Abduction is distinct from both induction and deduction — it generates hypotheses, it does not confirm them
  • Critics argue pragmatism collapses into relativism; pragmatists counter that consequences provide objective constraint

References

  • Dewey, J. (1938). *Logic: The Theory of Inquiry*. Henry Holt.
  • James, W. (1907). *Pragmatism: A New Name for Some Old Ways of Thinking*. Longmans, Green.
  • Peirce, C. S. (1878). How to make our ideas clear. *Popular Science Monthly*, 12, 286-302.

适合场景

01

研究助手

02

事实核查

03

知识库问答

04

带来源的搜索总结

能力概览

能力 1

组合搜索和大模型调用

能力 2

支持多来源检索和总结

能力 3

强调引用来源和事实核查

能力 4

适合研究型 Agent 流程

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

39.65%
按下载量换算47

Claude

31.19%
按下载量换算37

Cursor

17.39%
按下载量换算21

Gemini CLI

9.53%
按下载量换算11

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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来源信息

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