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grad-embeddedness梯度嵌入

Agent Skill

grad-embeddedness 用于处理 GitHub 仓库、Issue、Pull Request 和代码协作信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要围绕仓库状态、代码变更或协作事项进行整理时使用。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

353

周安装

15

GitHub Stars

124

下载量

124
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-embeddedness(梯度嵌入)
来源仓库:https://github.com/asgard-ai-platform/skills
仓库路径:skills/grad-embeddedness
安装命令:
npx skills add https://github.com/asgard-ai-platform/skills --skill grad-embeddedness
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-embeddedness

简介

grad-embeddedness 用于处理 GitHub 仓库、Issue、Pull Request 和代码协作信息,适合在开发协作中整理项目状态。

  • 适用于围绕代码变更、协作事项或仓库状态进行信息整合的场景。
  • 支持从 GitHub 获取 Issue、PR 和代码变更信息,辅助开发流程管理。
  • 安装方式:npx skills add https://github.com/asgard-ai-platform/skills --skill grad-embeddedness
  • 建议确认权限范围、维护状态,以及是否涉及联网、命令执行或文件读写。

SKILL.md

Embeddedness Theory (Granovetter)

Overview

Granovetter (1985) argued that economic action is embedded in concrete, ongoing systems of social relations — it is neither driven by atomized rational calculation (under-socialized view) nor by internalized cultural norms (over-socialized view). This "new economic sociology" reframes markets as social structures where trust, reputation, and network position shape transactions.

When to Use

  • Explaining why economic actors choose partners based on relationships rather than price alone
  • Analyzing trust formation and opportunism in buyer-supplier networks
  • Evaluating how network position affects firm behavior and performance
  • Critiquing purely rational or purely cultural explanations of market behavior

When NOT to Use

  • When transactions are genuinely arms-length and commoditized with no relational component
  • When the analysis concerns macro-institutional structures beyond interpersonal networks
  • When a formal economic model with complete information adequately explains the behavior

Assumptions

IRON LAW: Economic behavior is NEITHER purely rational NOR purely
socially determined — it is embedded in ongoing social relations. Any
analysis that treats actors as either atomized utility-maximizers or
cultural automatons violates the embeddedness thesis.

Key assumptions:

  1. Social relations generate trust and discourage malfeasance more effectively than institutions alone
  2. The same economic transaction has different outcomes depending on the relational context
  3. Network structure constrains and enables economic action
  4. Embeddedness has both benefits (trust, information) and costs (obligations, lock-in)

Methodology

Step 1: Identify the Economic Action

Define the transaction, exchange, or economic behavior under analysis. Specify the actors and the market context.

Step 2: Assess the Socialized vs. Under-Socialized Spectrum

ViewAssumptionProblem
Under-socialized (neoclassical economics)Actors are atomized, rational, self-interestedIgnores trust, reputation, ongoing relationships
Over-socialized (Parsonian sociology)Actors follow internalized norms automaticallyIgnores agency, strategy, network variation
Embeddedness (Granovetter)Action is embedded in ongoing social relationsThe middle ground — empirically trace the relationships

Step 3: Analyze Structural and Relational Embeddedness

DimensionFocusKey Questions
Structural embeddednessNetwork architectureHow does the overall network topology (density, centrality, clustering) shape behavior?
Relational embeddednessDyadic tie qualityHow do trust, reciprocity, and history between specific pairs of actors affect transactions?

Step 4: Evaluate Consequences

Assess how embeddedness affects efficiency, opportunism, innovation, and lock-in.

Output Format

## Embeddedness Analysis: [Context]

### Economic Action
- Transaction: [what is being exchanged]
- Actors: [who is involved]
- Market context: [industry, competitive structure]

### Socialization Assessment
- Under-socialized explanation: [what pure economics would predict]
- Over-socialized explanation: [what pure cultural determinism would predict]
- Embeddedness explanation: [how social relations actually shape the behavior]

### Embeddedness Dimensions
| Dimension | Evidence | Effect on Behavior |
|-----------|----------|-------------------|
| Structural embeddedness | [network position, density] | [how it constrains/enables] |
| Relational embeddedness | [trust, history, reciprocity] | [how it constrains/enables] |

### Benefits and Costs of Embeddedness
| Benefits | Costs |
|----------|-------|
| [trust reduces transaction costs] | [lock-in, obligation, insularity] |

### Implications
1. [How embeddedness explains the observed deviation from pure market logic]
2. [Risks of over-embeddedness or under-embeddedness]

Gotchas

  • Embeddedness is a matter of degree, not a binary — all economic action is somewhat embedded
  • Over-embeddedness is a real risk: too-strong ties lead to insularity, groupthink, and missed opportunities
  • Do not equate embeddedness with "social capital" — embeddedness is the condition, social capital is a resource derived from it
  • Granovetter's framework is primarily at the inter-personal and inter-organizational level, not macro-institutional
  • The theory was initially critiqued for not addressing power asymmetries — consider combining with field theory or institutional theory
  • Cultural and political embeddedness (Zukin & DiMaggio, 1990) extend the framework beyond structural and relational dimensions

References

  • Granovetter, M. (1985). Economic action and social structure: The problem of embeddedness. *American Journal of Sociology*, 91(3), 481-510.
  • Uzzi, B. (1997). Social structure and competition in interfirm networks: The paradox of embeddedness. *Administrative Science Quarterly*, 42(1), 35-67.
  • Zukin, S. & DiMaggio, P. (1990). Introduction. In S. Zukin & P. DiMaggio (Eds.), *Structures of Capital* (pp. 1-36). Cambridge University Press.

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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

34.43%
按下载量换算43

Claude

31.9%
按下载量换算40

Cursor

20.03%
按下载量换算25

Gemini CLI

8.91%
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

需要联网

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安装前确认

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来源信息

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