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Agent Skill · 研究检索

orgx(orgx 搜索)

orgx 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。

orgx 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为调用外部服务;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 30,652。

总安装 2,840周安装 122GitHub Stars 公开资料未说明下载 996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
3.1.0

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:orgx(orgx 搜索)
来源仓库:https://github.com/hopeatina/orgx
安装命令:
openclaw skills install orgx
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 orgx

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。

orgx 集成 OrgX 管理系统用于进度汇报决策请求与工件注册流程。支持内存同步质量关卡检查等高级协作功能调用。orgx 属于研究检索类 Skill,可作为该场景下的辅助能力补充。要求使用者已加入对应 OrgX 实例并获得操作权限。部分命令可能触发审批流程需等待人工确认才能继续。

错误操作可能导致任务状态异常请及时回滚恢复现场。

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 orgx;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

    它需要调用外部服务,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

orgx 怎么安装?

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

orgx 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。

orgx 需要什么权限?

权限级别是调用外部服务。该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

orgx 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。

orgx 用的人多吗?

公开数据是累计安装 2,840 次,近一周安装 122 次,下载 996 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。

orgx 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
orgx

orgx 搜索 · 本页

2,840—调用外部服务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
orgx
description
Use when managing work with OrgX — reporting progress, requesting decisions, registering artifacts, syncing memory, checking quality gates, or viewing org status. Activates for phrases like "report progress", "request approval", "create initiative", "check orgx", "sync with orgx", "register artifact".
version
2.1.0
user-invocable
true
tags

OrgX Integration

Connect to OrgX for multi-agent orchestration, decision workflows, initiative tracking, model routing, quality gates, and structured work reporting.

Quick Start

# Install the plugin
openclaw plugins install @useorgx/openclaw-plugin

# Or via npx
npx @useorgx/openclaw-plugin

After installing, pair with OrgX via the live dashboard at http://127.0.0.1:18789/orgx/live or set ORGX_API_KEY in your environment.

MCP Tools Reference

Work Reporting (use these regularly)

orgx_report_progress — Report what you've accomplished.

orgx_report_progress({
  summary: "Fixed the authentication bug and added tests",
  phase: "testing",           // researching | implementing | testing | reviewing | blocked
  progress_pct: 75,           // 0-100 (optional)
  next_step: "Run full CI suite"  // (optional)
})

orgx_request_decision — Ask the user to decide something before continuing.

orgx_request_decision({
  question: "Deploy to production now or wait for load testing?",
  context: "All unit tests pass. Load testing would take ~2 hours.",
  options: ["Deploy now", "Wait for load testing", "Deploy to staging first"],
  urgency: "medium",          // low | medium | high | urgent
  blocking: true              // pause work until decided (default: true)
})

orgx_register_artifact — Register a deliverable (PR, document, config, etc.).

orgx_register_artifact({
  name: "PR #107: Fix Vercel build size",
  artifact_type: "pr",        // pr | commit | document | config | report | design | other
  description: "Reduced function size by pruning recursive assets",
  url: "https://github.com/org/repo/pull/107"  // (optional)
})

Org Status & Sync

orgx_status — View active initiatives, agent states, pending decisions, tasks.

orgx_sync — Push local memory/daily log to OrgX, receive org context back.

orgx_sync({
  memory: "Contents of MEMORY.md",
  dailyLog: "Today's session summary"
})

Quality & Spawning

orgx_spawn_check — Check quality gate + get model routing before spawning a sub-agent.

orgx_spawn_check({ domain: "engineering", taskId: "..." })
// Returns: { allowed: true, modelTier: "sonnet", checks: {...} }

orgx_quality_score — Record quality score (1-5) for completed work.

orgx_quality_score({
  taskId: "...",
  domain: "engineering",
  score: 4,
  notes: "Clean implementation, good test coverage"
})

Entity Management

orgx_create_entity — Create an initiative, workstream, task, decision, milestone, artifact, or blocker.

orgx_update_entity — Update status/fields on any entity.

orgx_list_entities — Query entities by type and status.

Run Control

orgx_delegation_preflight — Score scope quality and estimate ETA/cost before execution.

orgx_run_action — Pause, resume, cancel, or rollback a run.

orgx_checkpoints_list / orgx_checkpoint_restore — List and restore run checkpoints.

Reporting Protocol

When working on a task or initiative, report your progress to OrgX at key moments. This keeps the dashboard accurate and helps the team track your work.

On task start

Call orgx_report_progress with phase: "researching" or "implementing" and a brief summary of what you're about to do.

At meaningful progress points

Call orgx_report_progress at natural checkpoints: after finishing research, after a first implementation pass, after tests pass, etc. Include progress_pct when you can estimate it.

When you need a human decision

Call orgx_request_decision with a clear question, context, and options. Set blocking: true if you should wait for the answer before continuing. Set urgency appropriately:

  • low — Can wait hours/days
  • medium — Should be decided today
  • high — Blocking progress, needs attention soon
  • urgent — Critical path, needs immediate attention

When you produce a deliverable

Call orgx_register_artifact for anything the team should see: PRs, documents, config changes, reports, design files. Include a URL when available.

On task completion

  1. Call orgx_report_progress with phase: "reviewing" and progress_pct: 100
  2. Call orgx_quality_score to self-assess your work (1-5 scale)
  3. Call orgx_update_entity to mark the task as completed

On blockers

Call orgx_report_progress with phase: "blocked" and describe the blocker in the summary. If you need human help, also call orgx_request_decision.

Model Routing

OrgX classifies tasks for model selection:

Task TypeTierModel
Architecture, strategy, decisions, RFCsopusanthropic/claude-opus-4-6
Implementation, code, features, docssonnetanthropic/claude-sonnet-4
Status checks, formatting, templateslocalollama/qwen2.5-coder:32b

Always call orgx_spawn_check before spawning sub-agents to get the right model tier.

Live Dashboard

The plugin serves a live dashboard at http://127.0.0.1:18789/orgx/live showing:

  • Activity Timeline — Real-time feed of agent work with threaded session views
  • Agents/Chats — Active sessions grouped by agent
  • Decisions — Pending approvals with inline approve/reject
  • Initiatives — Active workstreams and progress

Entity API

For direct API access:

GET  /api/entities?type={type}&status={status}&limit={n}
POST /api/entities
PATCH /api/entities
POST /api/entities/{type}/{id}/{action}

Entity types: initiative, workstream, task, decision, milestone, artifact, agent, blocker

MCP Server (mcp.useorgx.com)

For environments that support MCP servers directly (Claude Desktop, Cursor, etc.), connect to mcp.useorgx.com for the full suite of 26+ OrgX tools including initiative management, decision workflows, and agent orchestration.

平台分布

OpenClaw

94.77%
按下载量换算944

安全审计

VirusTotal

可疑

ClawScan

可疑

Static analysis

通过

权限和风险

调用外部服务

该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

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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