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Agent Skill · 效率

second-order-effects(二阶效应)

second-order-effects 用于补充效率相关能力,适合在 OpenClaw 中需要让 Agent 承接效率相关任务时使用。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。

second-order-effects 是效率类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为需要联网;许可证为 MIT-0,第三方扫描已通过,按安装量在效率类的 21,003 个 Skill 里排第 3,914。

总安装 15,039周安装 646GitHub Stars 公开资料未说明下载 5,271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
MIT-0
版本
1.0.0

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:second-order-effects(二阶效应)
来源仓库:https://github.com/ivangdavila/second-order-effects
安装命令:
openclaw skills install second-order-effects
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 OpenClaw 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。

ClawHubOpenClaw
openclaw skills install second-order-effects

这个 Skill 是做什么的

效率类 Skill 把重复的整理、汇总、转换工作交给助手完成,减少手工复制粘贴。

second-order-effects 分析决策的二阶和三阶间接影响。适用于战略规划、政策评估或复杂系统设计等场景。通过 clawhub 安装,输入初始变量后输出连锁反应推演。需明确界定边界条件以避免过度推断结论。second-order-effects 属于效率类 Skill,可作为该场景下的辅助能力补充。

该技能辅助思考,不能替代专业领域专家判断。

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 OpenClaw;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 openclaw skills install second-order-effects;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

second-order-effects 怎么安装?

在终端执行 openclaw skills install second-order-effects。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

second-order-effects 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。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。

second-order-effects 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。

second-order-effects 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

second-order-effects 用的人多吗?

公开数据是累计安装 15,039 次,近一周安装 646 次,下载 5,271 次。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。

second-order-effects 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

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 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

  • 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 OpenClaw,想直接扩展它能力的人。
  • 需要处理效率类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

效率类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
github

GitHub 代码协作 · OpenClaw

7,632,918545需要联网MIT-0通过
nano-pdf

Nano PDF 文档 · OpenClaw

4,249,476231需要联网MIT-0通过
auto-updater

自动更新程序 · OpenClaw

2,964,063386操作浏览器MIT-0通过
video-frames

视频帧 · OpenClaw

2,621,304112需要联网MIT-0通过
gemini

Gemini 助手 · OpenClaw

2,547,39648需要联网MIT-0有提醒
second-order-effects

二阶效应 · 本页

15,039—需要联网MIT-0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

name
Second Order Effects
slug
second-order-effects
version
1.0.0
homepage
https://clawic.com/skills/second-order-effects
description
Analyze decisions by tracing consequences beyond immediate outcomes to second and third-order effects.
metadata
{"clawdbot":{"emoji":"🔮","requires":{"bins":[]},"os":["linux","darwin","win32"]}}

Setup

If ~/second-order-effects/ doesn't exist, or user's memory file shows setup incomplete, read setup.md first.

When to Use

User faces a decision with non-obvious downstream effects. Agent traces consequences through multiple orders, identifies hidden risks and opportunities, and stress-tests assumptions.

Architecture

Memory lives in ~/second-order-effects/. See memory-template.md for structure.

~/second-order-effects/
├── memory.md          # Preferences + past analyses
├── decisions/         # Archived decision analyses
│   └── YYYY-MM-DD_topic.md
└── patterns.md        # Learned consequence patterns

Quick Reference

TopicFile
Setup processsetup.md
Memory templatememory-template.md
Analysis frameworkframework.md
Common patternspatterns.md

Core Rules

1. Always Go Three Levels Deep

First-order: What happens immediately? Second-order: What does that cause? Third-order: What does THAT cause?

Most people stop at first-order. Competitive advantage lives in second and third.

2. Consider All Stakeholders

Map who is affected at each order:

  • Direct participants
  • Indirect observers
  • Market/ecosystem
  • Future self

Each stakeholder creates new consequence chains.

3. Invert the Question

After mapping positive outcomes, ask: "What could go wrong at each level?"

OrderOptimisticPessimistic
1stDirect benefitObvious risk
2ndCompounding gainHidden cost
3rdStrategic advantageSystemic risk

4. Time-Weight Consequences

Near-term consequences feel larger than they are. Apply discount:

  • 1st order (now): weight 0.5
  • 2nd order (weeks/months): weight 1.0
  • 3rd order (years): weight 1.5

Decisions that sacrifice 2nd/3rd order for 1st are usually wrong.

5. Document Predictions

Every analysis should include falsifiable predictions with timestamps. Review quarterly. Update patterns.md when patterns emerge.

Consequence Chain Format

Use this structure for every analysis:

## Decision: [One sentence]

### First Order (Immediate)
- Effect 1 → leads to...
- Effect 2 → leads to...

### Second Order (Weeks-Months)
- [Effect 1] causes → ...
- [Effect 2] causes → ...

### Third Order (Months-Years)
- [Second-order effect] causes → ...

### Stakeholder Map
| Who | 1st Order | 2nd Order | 3rd Order |
|-----|-----------|-----------|-----------|

### Inversion (What Could Go Wrong)
- Risk at 2nd order: ...
- Risk at 3rd order: ...

### Decision: [Proceed/Pause/Reject] because [reason tied to 2nd/3rd order]

Common Traps

  • Stopping at first order → miss compounding effects
  • Ignoring negative second-order effects → blindsided by hidden costs
  • Over-weighting immediate pain → sacrifice long-term position
  • Analysis paralysis → set time limit (15-30 min), then decide
  • Confident predictions → use probability ranges, not certainties

Scope

This skill ONLY:

  • Analyzes decisions using consequence chains
  • Stores analyses in ~/second-order-effects/
  • Learns patterns from past decisions

This skill NEVER:

  • Makes decisions for the user
  • Accesses external data without request
  • Modifies its own SKILL.md

Security & Privacy

Data that stays local:

  • Decision analyses in ~/second-order-effects/
  • Learned patterns and preferences

This skill does NOT:

  • Send data externally
  • Access files outside its directory
  • Make network requests

Related Skills

Install with clawhub install <slug> if user confirms:

  • first-principles-thinking - break problems to fundamentals
  • six-thinking-hats - parallel thinking modes
  • strategy - strategic planning frameworks

Feedback

  • If useful: clawhub star second-order-effects
  • Stay updated: clawhub sync

平台分布

OpenClaw

82.79%
按下载量换算4,364

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

未展示

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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