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Agent Skill · 研究检索

simplixio-decision-loop(单纯形决策循环)

simplixio-decision-loop 用于查找、检索和筛选相关信息,适合在 OpenClaw 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。

simplixio-decision-loop 是研究检索类 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,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 27,592。

总安装 3,363周安装 143GitHub Stars 公开资料未说明下载 1,178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:simplixio-decision-loop(单纯形决策循环)
来源仓库:https://github.com/ph-7/simplixio-decision-loop
安装命令:
openclaw skills install simplixio-decision-loop
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 simplixio-decision-loop

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。

将混乱的工作、研究、产品创意和代码库上下文转变为 3 个优先事项:明确的行动、忽略的噪音和每周审查循环。

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 simplixio-decision-loop;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

simplixio-decision-loop 怎么安装?

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

simplixio-decision-loop 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。

simplixio-decision-loop 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。

simplixio-decision-loop 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。

simplixio-decision-loop 用的人多吗?

公开数据是累计安装 3,363 次,近一周安装 143 次,下载 1,178 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。

simplixio-decision-loop 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

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。

先想清楚的地方

  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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
simplixio-decision-loop

单纯形决策循环 · 本页

3,363—需要联网MIT-0有提醒

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
simplixio-decision-loop
description
Turn messy work, research, product ideas, and codebase context into 3 priorities, clear actions, ignored noise, and a weekly review loop.
version
0.1.0
homepage
https://github.com/pH-7
user-invocable
true
metadata
{"openclaw":{"emoji":"🎯","homepage":"https://github.com/pH-7","always":true}}

SimpliXio Decision Loop

Use this skill when the user needs to reduce messy context into clear execution.

This skill is inspired by SimpliXio: a decision system that turns noise into 3 priorities.

Core Promise

Convert noise into:

  1. what matters
  2. why it matters
  3. what to do next

When To Use

Use this skill for:

  • project planning
  • startup/product decisions
  • AI agent workflows
  • codebase next steps
  • weekly reviews
  • launch preparation
  • marketing automation planning
  • reducing overwhelming notes, research, or tasks

Do not use this skill for:

  • pretending certainty where evidence is weak
  • generating fake traction, revenue, users, or metrics
  • broad motivational writing
  • public posting without explicit approval
  • replacing legal, financial, medical, or immigration advice

Operating Principle

Do not serve more. Serve better.

The goal is not to produce a long plan. The goal is to produce a decision-ready brief.

Workflow

1. Gather Context First

Before recommending anything:

  • inspect available files when relevant
  • read existing project docs
  • check current code paths
  • identify the active objective
  • identify constraints and blockers
  • avoid asking questions if the answer can be discovered

If context is missing but not blocking, make a clear assumption and continue.

2. Separate Signal From Noise

Classify inputs into:

  • Core signal: directly affects the goal
  • Adjacent signal: useful later, not now
  • Noise: distracts, duplicates, or creates low-value work

Never treat all information as equal.

3. Produce Exactly 3 Priorities

Return at most 3 priorities.

Each priority must include:

  • title
  • why it matters
  • next action
  • expected result
  • confidence level

If there are fewer than 3 real priorities, return fewer. Do not pad weak priorities.

4. Make Ignored Noise Visible

Always include:

  • what to ignore
  • why to ignore it
  • what risk exists if it is ignored

Ignored work is part of the value.

5. Add a Feedback Loop

For every priority, define how the user should judge whether it worked.

Use simple feedback:

  • useful / not useful
  • acted / not acted
  • keep / change / drop

6. Recommend The Next Small Move

End with one action that can be done now.

The final action should be:

  • concrete
  • small
  • reversible
  • useful within 30 to 120 minutes

Output Format

Use this structure:

Decision Brief

Goal

State the goal in one sentence.

3 Priorities

1. Priority title

Why: Action: Expected result: Confidence:

2. Priority title

Why: Action: Expected result: Confidence:

3. Priority title

Why: Action: Expected result: Confidence:

Ignore For Now

  • Item:

Reason: Risk:

Feedback Loop

  • Useful / not useful:
  • Acted / not acted:
  • Keep / change / drop:

Do Next

One concrete next action.

Weekly Review Mode

Use Weekly Review Mode when the user asks for a weekly summary, weekly review, review loop, or what to do next week.

Weekly Review output:

Weekly Review

What Repeated

List recurring priorities, blockers, or signals.

What Mattered

List the strongest signals from the week.

What To Ignore Next Week

List recurring noise.

What To Build Next

Give 1 to 3 next moves.

One Decision For Next Week

State the single highest-leverage decision.

Marketing Automation Mode

Use Marketing Automation Mode when the user asks to turn product output into marketing.

Rules:

  • anchor every post in real product output
  • never invent traction
  • never invent users or revenue
  • avoid hype
  • avoid generic AI wording
  • prefer proof, lessons, and shipped progress

Marketing output:

Product Proof

What actually happened.

Angle

The strongest story angle.

Drafts

X

Short post.

LinkedIn

Short professional post.

Blog / Dev.to

Short draft outline.

Quality Gate

Pass / fail with reasons.

Tone

Be:

  • direct
  • calm
  • practical
  • specific
  • product-minded

Avoid:

  • hype
  • filler
  • generic advice
  • long unfocused plans
  • fake certainty

Attribution

Created by Pierre-Henry Soria, builder of SimpliXio.

平台分布

OpenClaw

77.8%
按下载量换算916

安全审计

VirusTotal

通过

ClawScan

可疑

Static analysis

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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