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Agent Skill · 研究检索

grad-ant(等级蚂蚁)

grad-ant 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-ant 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,权限为需要联网;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 61,288。

总安装 353周安装 15GitHub Stars 125下载 124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-ant(等级蚂蚁)
来源仓库:https://github.com/asgard-ai-platform/skills
仓库路径:skills/grad-ant
安装命令:
npx skills add https://github.com/asgard-ai-platform/skills --skill grad-ant
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-ant

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-ant 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。适用于基于关键词或任务场景的信息检索与筛选需求。通过关键词输入和来源线索匹配,返回结构化候选结果供进一步处理。

安装方式:npx skills add https://github.com/asgard-ai-platform/skills --skill grad-ant 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操作。

来源仓库内路径:skills/grad-ant

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-ant;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

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

grad-ant 怎么安装?

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

grad-ant 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-ant 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

grad-ant 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-ant 用的人多吗?

公开数据是累计安装 353 次,近一周安装 15 次,下载 124 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-ant 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。

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。

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-ant

等级蚂蚁 · 本页

353125需要联网未明确通过

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

Actor-Network Theory (ANT)

Overview

Actor-Network Theory treats human and non-human entities symmetrically as "actants" that form networks through processes of translation. Developed by Latour, Callon, and Law, ANT traces how heterogeneous networks are assembled, stabilized, and sometimes dissolved — rejecting the a priori distinction between the social and the technical.

When to Use

  • Mapping how a technology, innovation, or practice became accepted (or failed)
  • Analyzing the role of artifacts, standards, or devices in stabilizing social arrangements
  • Tracing controversy and network-building in science and technology
  • Understanding why a seemingly good innovation failed to gain adoption

When NOT to Use

  • When the analysis requires strong normative judgments (ANT is descriptive, not prescriptive)
  • When macro-level structural explanations are needed (ANT resists pre-given social categories)
  • When non-human agency is irrelevant to the research question

Assumptions

IRON LAW: Non-human actors have AGENCY in ANT — treating technology
as a passive tool violates the framework's core principle. If your
analysis strips agency from artifacts, you are NOT doing ANT.

Key assumptions:

  1. Generalized symmetry — human and non-human actors are described in the same analytical terms
  2. No a priori distinctions between the social, technical, and natural
  3. Networks are the unit of analysis, not individuals or structures
  4. Stability is an achievement, not a given — networks require continuous maintenance

Methodology

Step 1: Identify the Controversy or Innovation

Select the phenomenon to trace. Follow the actors — do not impose pre-existing categories.

Step 2: Map the Actants

List all relevant human and non-human actors (people, organizations, technologies, documents, standards, natural entities) involved in the network.

Step 3: Trace the Four Moments of Translation (Callon, 1986)

MomentDescription
ProblematizationA focal actor defines the problem and positions itself as an obligatory passage point
InteressementDevices and strategies lock other actors into proposed roles
EnrollmentActors accept and perform their assigned roles in the network
MobilizationEnrolled actors come to represent wider constituencies; the network stabilizes

Step 4: Assess Network Stability

Evaluate whether the network holds, noting points of resistance, betrayal, or dissolution.

Output Format

## ANT Analysis: [Context]

### Focal Actor and Problematization
- Focal actor: [who/what defines the problem]
- Obligatory passage point: [the framing that makes the focal actor indispensable]

### Actant Map
| Actant | Type | Role in Network | Interests |
|--------|------|-----------------|-----------|
| [name] | [human/non-human] | [role] | [what they want] |

### Translation Process
1. **Problematization**: [how the problem was defined]
2. **Interessement**: [devices used to lock actors in]
3. **Enrollment**: [how actors accepted roles]
4. **Mobilization**: [how representatives stood for wider groups]

### Network Stability Assessment
- Stabilizing factors: ...
- Points of fragility: ...
- Black boxes formed: ...

### Implications
1. [Key insight about the network]
2. [What would happen if key actants were removed]

Gotchas

  • Do NOT treat non-humans as mere "context" — they must have equal analytical weight
  • ANT does not explain WHY networks form; it describes HOW they form
  • Avoid "network" as metaphor — in ANT, networks are traced empirically, not assumed
  • The researcher must "follow the actors" rather than impose categories from above
  • ANT has been criticized for lacking normative power — pair with critical theory if evaluation is needed
  • Black-boxing occurs when a network becomes so stable its internal workings become invisible

References

  • Callon, M. (1986). Some elements of a sociology of translation. In J. Law (Ed.), *Power, Action and Belief* (pp. 196-233). Routledge.
  • Latour, B. (2005). *Reassembling the Social: An Introduction to Actor-Network-Theory*. Oxford University Press.
  • Law, J. (1992). Notes on the theory of the actor-network. *Systems Practice*, 5(4), 379-393.

平台分布

Codex

33.88%
按下载量换算42

Claude

30.33%
按下载量换算38

Cursor

18.25%
按下载量换算23

Gemini CLI

9.42%
按下载量换算12

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

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

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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