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Agent Skill · 研究检索

kallyai(kallyai 搜索)

kallyai 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。

kallyai 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 2,564。

总安装 58,735周安装 2,523GitHub Stars 公开资料未说明下载 20,588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
2.0.0

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

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。

全能型 AI 行政助理处理日常事务性工作。涵盖电话沟通、邮件回复、行程安排与多渠道消息整合。可替代人工完成基础商务接待与调研任务。适用宿主包括 OpenClaw,接入前应确认版本、权限和运行环境要求。需授权访问通讯工具与日历系统权限。kallyai 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

隐私敏感信息处理请启用端到端加密通道。

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 kallyai;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

kallyai 怎么安装?

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

kallyai 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。

kallyai 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。

kallyai 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。

kallyai 用的人多吗?

公开数据是累计安装 58,735 次,近一周安装 2,523 次,下载 20,588 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。

kallyai 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
kallyai

kallyai 搜索 · 本页

58,735—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
kallyai
description
KallyAI Executive Assistant — AI that handles phone calls (outbound + inbound), email, bookings, research, errands, multi-channel messaging, and phone number management on your behalf. Use when users want to: make/receive calls, manage inbound rules, handle voicemails, provision phone numbers, send email, book restaurants/hotels, search for services, manage calendar, check inbox/messages, handle bills, order food/rides, run errands, check credits/budget, coordinate goals, manage channels (WhatsApp/Telegram/social), run outreach campaigns, referrals, or any delegation task.
metadata
{"clawdbot":{"emoji":"📞","requires":{"bins":["kallyai"]},"install":[{"id":"pip","kind":"pip","package":"kallyai-cli","bins":["kallyai"],"label":"Install via pip"}]}}

KallyAI Executive Assistant

KallyAI is an AI executive assistant that handles outbound + inbound calls, email, bookings, research, bills, rides, food orders, errands, multi-channel messaging, and phone number management.

Quick Start

# Natural language — routes automatically (80% of usage)
kallyai ask "Book a table at Nobu for 4 tonight"
kallyai ask "Email Dr. Smith to reschedule my Thursday appointment"
kallyai ask "Find the best plumber near me and negotiate a quote"

# Check credits (NOT minutes — credits are the sole billing unit)
kallyai credits balance

# Check inbox
kallyai messages inbox

# View incoming calls handled by AI receptionist
kallyai inbound calls

Complete Workflow

Step 1: Gather Intent

KallyAI covers 14 domains:

DomainExamples
Coordination"Book a table", "Handle this for me", any multi-step request
CallsCall a business, check on a reservation, negotiate
InboundView incoming calls, manage routing rules, voicemails, contacts
PhoneProvision numbers, set up forwarding, manage caller ID
ActionsCalendar events, bookings, bill analysis, rides, food, errands
MessagesCheck inbox, read messages, view threads
SearchFind businesses, research options, compare prices
EmailSend emails, manage accounts, train voice profile
ChannelsManage WhatsApp, Telegram, email contacts, channel status
OutreachMulti-channel outreach tasks (call + email + messaging)
BudgetEstimate costs, approve budgets, view breakdowns
CreditsCheck balance, view history, spending breakdown, plans
SubscriptionChange plan, view status, cancel pending changes
ReferralsGet referral code, view stats, track referrals

For most requests, use ask — it routes through the coordination AI automatically.

Step 2: Authenticate

For OAuth integration, redirect user to:

https://api.kallyai.com/v1/auth/authorize?response_type=code&client_id=YOUR_CLIENT_ID&redirect_uri=YOUR_REDIRECT_URI&scope=calls.write

User signs in with Google or Apple → receives access token.

For CLI, authentication is automatic (first API call opens browser).

kallyai login         # Force re-auth
kallyai logout        # Clear credentials
kallyai auth-status   # Check login

Step 3: Execute

Natural language (preferred):

kallyai ask "Reserve a table for 4 at 8pm at Nobu"

Direct commands (when you know the domain):

kallyai calls make -p "+15551234567" -t "Reserve table for 4 at 8pm"
kallyai actions calendar create --title "Dinner" --start "2026-02-14T20:00"
kallyai search run "best Italian restaurant downtown"
kallyai inbound calls --status completed
kallyai phone list

Step 4: Monitor & Follow Up

# Check goal status
kallyai coord goals --status active
kallyai coord goal <GOAL_ID>

# Review outbound call results
kallyai calls history
kallyai calls info <CALL_ID>
kallyai calls transcript <CALL_ID>

# Review inbound calls handled by AI receptionist
kallyai inbound calls
kallyai inbound call <CALL_ID>
kallyai inbound transcript <CALL_ID>

# Check inbox for responses
kallyai messages inbox --unread

API Reference

Base URL: https://api.kallyai.com

Authentication: Authorization: Bearer <access_token>

Making Calls (API)

POST https://api.kallyai.com/v1/calls
Authorization: Bearer <access_token>
Content-Type: application/json

{
  "submission": {
    "task_category": "general",
    "task_description": "Ask about store hours and availability",
    "respondent_phone": "+15551234567",
    "language": "en",
    "call_language": "en"
  },
  "timezone": "America/New_York"
}

Response:

{
  "call_id": "uuid",
  "status": "success",
  "highlights": "They have availability at 8pm",
  "next_steps": "Reservation confirmed"
}

Status values: success, no_answer, busy, failed, voicemail, cancelled

Required fields:

FieldDescription
task_categoryrestaurant, clinic, hotel, general
task_descriptionWhat AI should accomplish
respondent_phonePhone number in E.164 format (+1234567890)

Optional fields:

FieldDescription
business_nameName of business
user_nameName for reservation
appointment_dateYYYY-MM-DD
appointment_timeHH:MM (24-hour)
party_sizeNumber of people (1-50)
languageen or es

Domain Command Reference

ask — Natural Language (80% of usage)

kallyai ask "Your request in plain English"

coord — Coordination & Goals

coord message "text"           # Chat with coordination AI
coord goals [--status X]       # List goals
coord goal <id>                # Goal details
coord goal-tree <id>           # Goal + sub-goals
coord cancel-goal <id>         # Cancel goal
coord cascade-cancel <id>      # Cancel goal + sub-goals
coord escalate <id>            # Escalate for attention
coord approve-step <id>        # Approve next step
coord accept <id>              # Accept outcome
coord continue <id>            # Continue negotiating
coord archive <id>             # Archive goal
coord batch-archive <id>...    # Archive multiple
coord budget <id>              # Goal budget details
coord history                  # Conversation history
coord conversations            # List conversations
coord new                      # New conversation

calls — Outbound Phone Calls

calls make -p "+1..." -t "task"  # Make a call
calls history                     # List calls
calls info <id>                   # Call details
calls transcript <id>             # Transcript
calls recording <id>              # Recording URL
calls calendar <id>               # Calendar .ics
calls cancel <id>                 # Cancel call
calls reschedule <id>             # Reschedule
calls stop <id>                   # Stop active call

inbound — AI Receptionist (Incoming Calls)

inbound calls [--status X]          # List incoming calls
inbound call <id>                    # Call details
inbound transcript <id>              # Call transcript
inbound recording <id>               # Call recording
inbound summary                      # Incoming call summary/stats
inbound analytics [--from X --to X]  # Call analytics
inbound transfer <id> --to "+1..."   # Transfer call
inbound takeover <id>                # Take over live call
inbound reject <id> [--reason X]     # Reject call
inbound rules                        # List routing rules
inbound add-rule --name "..." --action "..."  # Create rule
inbound update-rule <id> ...         # Update rule
inbound delete-rule <id>             # Delete rule
inbound voicemails                   # List voicemails
inbound voicemail <id>               # Voicemail details
inbound voicemail-playback <id>      # Voicemail audio
inbound contacts                     # List contacts
inbound add-contact --name "..." --phone "+1..."  # Add contact
inbound update-contact <id> ...      # Update contact
inbound delete-contact <id>          # Delete contact
inbound import-contacts <file>       # Import contacts
inbound events [--from X --to X]     # Event log

phone — Phone Number Management

phone list                           # List your numbers
phone info <id>                      # Number details
phone countries                      # Supported countries
phone available --country US         # Search available numbers
phone provision --country US         # Provision new number
phone forwarding <id> --target "+1..." # Set call forwarding
phone remove-forwarding <id>         # Remove forwarding
phone verify-start <number>          # Start verification
phone verify-check <number> --code X # Check verification code
phone caller-id <id> --name "..."    # Set caller ID
phone release <id>                   # Release number

actions — Autonomous Actions

actions calendar create --title "..." --start "..."
actions calendar slots [--date X]
actions calendar sync
actions calendar delete <id>
actions restaurant search "query" [--location X]
actions booking create --type restaurant [--date X]
actions booking cancel <id>
actions bill analyze "description" [--amount X]
actions bill dispute "description" [--reason X]
actions ride --pickup "..." --destination "..."
actions food "order description" [--address X]
actions errand "errand description"
actions email send --to "..." --subject "..." "body"
actions email approve <id>
actions email cancel <id>
actions email outbox
actions email replies <id>
actions log [--type X]
actions undo <id>

messages — Unified Inbox

messages inbox [--channel email|sms|call|chat] [--unread]
messages read <id>
messages thread <conversation_id>
messages mark-read <id> [<id>...]

search — Research

search run "query" [--location X]
search quick "query"
search history
search sources

email — Email Account Management

email accounts                          # List connected
email connect gmail|outlook             # Connect provider
email disconnect <id>                   # Disconnect
email list [--classification important] # List messages
email read <id>                         # Read email
email respond <id> [instructions]       # Respond
email voice-profile                     # Get voice profile
email train-voice                       # Train from samples

channels — Multi-Channel Management

channels status                  # All channel statuses
channels email-add <address>     # Add email contact
channels email-list              # List email contacts
channels email-update <id> ...   # Update email contact
channels email-delete <id>       # Delete email contact
channels email-verify <token>    # Verify email
channels mailbox                 # Get KallyAI mailbox address
channels connect <channel>       # Connect WhatsApp/Telegram
channels test <channel>          # Test channel connection
channels disconnect <channel>    # Disconnect channel

outreach — Multi-Channel Outreach

outreach tasks [--status X]      # List outreach tasks
outreach task <id>               # Task details
outreach create --channel call --target "+1..." "description"
outreach retry <id>              # Retry failed task
outreach cancel <id>             # Cancel task

budget — Cost Management

budget estimate --type call "description"
budget approve <goal_id>
budget breakdown <goal_id>
budget ack-cap <goal_id>

credits — Balance & Usage

credits balance     # Current balance (credits, NOT minutes)
credits history     # Usage history
credits breakdown   # Spending breakdown by action type
credits costs       # Credit cost reference
credits plans       # Available credit plans

subscription — Plan Management

subscription status               # Current plan status
subscription change-plan <plan>   # Change to new plan
subscription cancel-change        # Cancel pending plan change

referrals — Referral Program

referrals code        # Get your referral code
referrals stats       # Referral statistics
referrals history     # Referral history

notifications — Notifications

notifications pending   # Check pending notification counts

Common Errors

CodeHTTPAction
quota_exceeded402User needs more credits — kallyai.com/pricing
missing_phone_number422Ask user for phone number
emergency_number422Cannot call emergency services
country_restriction403Country not supported
budget_exceeded402Goal over budget — approve or cancel
email_not_connected400Need to connect email account first
phone_not_provisioned400Need to provision a phone number first

Security

  • Token storage: ~/.kallyai_token.json with 0600 permissions
  • CSRF protection: State parameter validation
  • Localhost only: OAuth redirects only to localhost/127.0.0.1
  • Auto-refresh: Tokens refresh automatically when expired

平台分布

OpenClaw

96.92%
按下载量换算19,954

安全审计

VirusTotal

可疑

ClawScan

可疑

Static analysis

未展示

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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