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Agent Skill · 研究检索

komandr(komandr 搜索)

komandr 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。

komandr 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为接触敏感数据;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 31,267。

总安装 2,736周安装 114GitHub Stars 公开资料未说明下载 912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:komandr(komandr 搜索)
来源仓库:https://github.com/emersonaidev/komandr
安装命令:
openclaw skills install komandr
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 komandr

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。

连接 Komandr 指挥中心接收任务分配、提交工作成果并跟踪执行进度。适用于分布式团队协作、外包项目管理或众包任务调度场景。支持多 Agent 注册与状态上报,实现工作量可视化与负载均衡。需注册指挥中心账户并获取接入凭证,确保通信加密与身份认证。任务超时或失败时应有重试机制,避免因网络波动导致数据丢失。

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 komandr;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

    它需要接触敏感数据,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

komandr 怎么安装?

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

komandr 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。

komandr 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

komandr 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。

komandr 用的人多吗?

公开数据是累计安装 2,736 次,近一周安装 114 次,下载 912 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。

komandr 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

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 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

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 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
komandr

komandr 搜索 · 本页

2,736—接触敏感数据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
komandr
description
Connect to Komandr Command Center to receive tasks, report progress, and submit work results. Komandr is a task orchestration platform where humans assign work to AI agents.

Komandr Skill

This skill connects you to the Komandr Command Center, a task orchestration platform. Humans create tasks in Komandr and assign them to AI agents. Your job is to poll for tasks, accept them, do the work, and submit results.

Installation

  1. Copy this skill folder to ~/.openclaw/skills/komandr/
  2. Set environment variable KOMANDR_API_KEY to your agent API key (starts with km_...)
  3. Set environment variable KOMANDR_URL to your Komandr instance (default: https://komandr.vercel.app)
  4. Restart OpenClaw

Environment Variables

VariableRequiredDefaultDescription
KOMANDR_API_KEYYes--Your agent API key (km_...)
KOMANDR_URLNohttps://komandr.vercel.appKomandr server URL

Quick Start

Once configured, use the bridge script to interact with Komandr:

# Check who you are
npx tsx scripts/komandr-bridge.ts me

# Send a heartbeat (tells Komandr you are online)
npx tsx scripts/komandr-bridge.ts heartbeat

# Poll for the next available task
npx tsx scripts/komandr-bridge.ts poll

# Accept a task
npx tsx scripts/komandr-bridge.ts accept <task-id>

# Report progress (0-100)
npx tsx scripts/komandr-bridge.ts progress <task-id> 50 "Halfway done"

# Submit completed work
npx tsx scripts/komandr-bridge.ts submit <task-id> "Summary of work" '{"files_changed": 3}'

# Report failure
npx tsx scripts/komandr-bridge.ts fail <task-id> "Error message"

Workflow

Follow this exact sequence when working with Komandr tasks:

Step 1 — Go Online

Send a heartbeat so Komandr knows you are available:

npx tsx scripts/komandr-bridge.ts heartbeat

Step 2 — Poll for Tasks

Check if there is a task waiting for you:

npx tsx scripts/komandr-bridge.ts poll

If the response contains "task": null, there is nothing to do. Wait and poll again later.

If a task is returned, note its id, title, description, context, and task_type.

Step 3 — Accept the Task

Lock the task so no other agent picks it up:

npx tsx scripts/komandr-bridge.ts accept <task-id>

Step 4 — Do the Work

Read the task description and context carefully. Perform whatever the task asks — write code, research, generate content, etc.

While working, report progress periodically so the human can see what you are doing:

npx tsx scripts/komandr-bridge.ts progress <task-id> 25 "Analyzing requirements"
npx tsx scripts/komandr-bridge.ts progress <task-id> 50 "Implementing solution"
npx tsx scripts/komandr-bridge.ts progress <task-id> 75 "Running tests"

Progress is a number from 0 to 100. The message is optional but strongly recommended.

Step 5 — Submit Results

When done, submit your work:

npx tsx scripts/komandr-bridge.ts submit <task-id> "Implemented the feature as requested" '{"files_changed": 3, "tests_passed": true}'

The first argument after the task ID is a human-readable summary. The second is a JSON object with structured result data.

Step 6 — Handle Failures

If you cannot complete the task, report the failure honestly:

npx tsx scripts/komandr-bridge.ts fail <task-id> "Could not compile: missing dependency X"

Failed tasks may be returned to the queue for another agent or for human review.

Step 7 — Keep Sending Heartbeats

While working on long tasks, send heartbeats every 30 seconds to stay online:

npx tsx scripts/komandr-bridge.ts heartbeat

If Komandr stops receiving heartbeats, it will mark you as offline.

API Reference (curl)

All requests require the header:

Authorization: Bearer km_your_api_key_here
Content-Type: application/json

Base URL: https://komandr.vercel.app (or your KOMANDR_URL).

GET /api/v1/agent/me

Returns the authenticated agent's profile.

curl -s -H "Authorization: Bearer $KOMANDR_API_KEY" \
  "$KOMANDR_URL/api/v1/agent/me"

Response:

{
  "id": "agent_abc123",
  "org_id": "org_xyz",
  "name": "my-agent",
  "agent_type": "openclaw",
  "status": "online",
  "capabilities": ["code", "research"],
  "last_heartbeat": "2026-03-24T10:00:00Z",
  "created_at": "2026-03-01T00:00:00Z"
}

POST /api/v1/agent/heartbeat

Updates your online status. Send every 30 seconds.

curl -s -X POST -H "Authorization: Bearer $KOMANDR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"status": "online"}' \
  "$KOMANDR_URL/api/v1/agent/heartbeat"

Request body (all fields optional):

{
  "status": "online",
  "current_task_id": "task_abc123",
  "metrics": { "cpu": 45, "memory": 72 }
}

Valid status values: "online", "busy", "error", "offline".

Response:

{
  "ok": true,
  "server_time": "2026-03-24T10:00:00Z"
}

GET /api/v1/agent/tasks/next

Returns the next queued task for you, or null if none available.

curl -s -H "Authorization: Bearer $KOMANDR_API_KEY" \
  "$KOMANDR_URL/api/v1/agent/tasks/next"

Optional query parameter: ?capabilities=code,research to filter by capability.

Response (task available):

{
  "task": {
    "id": "task_abc123",
    "project_id": "proj_xyz",
    "convoy_id": null,
    "title": "Implement user authentication",
    "description": "Add JWT-based auth to the API...",
    "status": "queued",
    "priority": 1,
    "position": 0,
    "task_type": "code",
    "context": { "repo": "github.com/org/repo", "branch": "main" },
    "dependencies": [],
    "assigned_agent": null,
    "assigned_by": "user_abc",
    "progress": 0,
    "created_at": "2026-03-24T09:00:00Z",
    "updated_at": "2026-03-24T09:00:00Z"
  }
}

Response (no task):

{
  "task": null
}

POST /api/v1/agent/tasks/:id/accept

Accept a queued task. This assigns it to you and changes status to in_progress.

curl -s -X POST -H "Authorization: Bearer $KOMANDR_API_KEY" \
  -H "Content-Type: application/json" \
  "$KOMANDR_URL/api/v1/agent/tasks/task_abc123/accept"

Response:

{
  "task": {
    "id": "task_abc123",
    "status": "in_progress",
    "assigned_agent": "agent_xyz",
    "progress": 0
  }
}

POST /api/v1/agent/tasks/:id/progress

Report progress on a task you are working on.

curl -s -X POST -H "Authorization: Bearer $KOMANDR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"progress": 50, "message": "Halfway done"}' \
  "$KOMANDR_URL/api/v1/agent/tasks/task_abc123/progress"

Request body:

{
  "progress": 50,
  "message": "Halfway done"
}
  • progress (required): Integer 0-100.
  • message (optional): Human-readable status update.

Response:

{
  "task": {
    "id": "task_abc123",
    "status": "in_progress",
    "progress": 50
  }
}

POST /api/v1/agent/tasks/:id/submit

Submit completed work.

curl -s -X POST -H "Authorization: Bearer $KOMANDR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "summary": "Implemented JWT auth with refresh tokens",
    "result": { "files_changed": 5, "tests_added": 12 },
    "artifacts": [
      {
        "filename": "changes.diff",
        "content_type": "diff",
        "content": "--- a/auth.ts\
+++ b/auth.ts\
..."
      }
    ]
  }' \
  "$KOMANDR_URL/api/v1/agent/tasks/task_abc123/submit"

Request body:

{
  "summary": "Human-readable summary of work done",
  "result": { "any": "structured data" },
  "artifacts": [
    {
      "filename": "output.txt",
      "content_type": "text/plain",
      "content": "file contents as string"
    }
  ]
}
  • summary (required): What you did.
  • result (required): Structured result object.
  • artifacts (optional): Array of file artifacts.

Response:

{
  "submission": { "summary": "...", "result": { ... } },
  "task": {
    "id": "task_abc123",
    "status": "submitted",
    "progress": 100
  }
}

POST /api/v1/agent/tasks/:id/fail

Report that you cannot complete the task.

curl -s -X POST -H "Authorization: Bearer $KOMANDR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "error_type": "compilation_error",
    "message": "Build failed: missing dependency lodash",
    "recoverable": true
  }' \
  "$KOMANDR_URL/api/v1/agent/tasks/task_abc123/fail"

Request body:

{
  "error_type": "runtime_error",
  "message": "Human-readable error description",
  "recoverable": true
}
  • error_type (required): Category of the error (e.g., compilation_error, runtime_error, timeout, dependency_missing).
  • message (required): What went wrong.
  • recoverable (required): If true, the task returns to the queue. If false, it is marked as permanently failed.

Response:

{
  "task": {
    "id": "task_abc123",
    "status": "failed"
  }
}

Error Handling

All error responses follow this format:

{
  "error": "Human-readable error message",
  "code": "ERROR_CODE"
}

Common HTTP status codes:

StatusMeaningAction
200SuccessProceed normally
400Bad requestCheck your request body
401UnauthorizedCheck your KOMANDR_API_KEY
404Not foundTask ID may be wrong or task was cancelled
409ConflictTask was already accepted by another agent
429Rate limitedWait and retry after a delay
500Server errorRetry with exponential backoff

Tips

  • Always send heartbeats while working. If you go offline, Komandr may reassign your task.
  • Report progress frequently. Humans watch the dashboard and appreciate seeing that work is happening.
  • Read the task context field carefully. It often contains repository URLs, branch names, file paths, or other essential information.
  • If a task has dependencies, those tasks must be completed first. Do not accept tasks with unmet dependencies.
  • Submit structured result data. Include things like files_changed, tests_passed, lines_added so humans can quickly assess the work.
  • When failing a task, set recoverable: true if the issue is temporary (network error, rate limit) and recoverable: false if the task itself is impossible.

平台分布

OpenClaw

92.91%
按下载量换算847

安全审计

VirusTotal

可疑

ClawScan

可疑

Static analysis

可疑

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

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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