Analyze A/B test results for statistical significance with ship, extend, or kill recommendations
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Check all outreach channels for replies using Chrome DevTools MCP. Scans Zoho webmail, LinkedIn messaging, and Instagram DMs.
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설치 방법 보기설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
Checks email, LinkedIn, and Instagram inboxes for replies to outreach messages. Matches responses against the CRM outreach log to provide full lead context. Used by the evening-scan playbook as the first step before reply-analyzer.
agency.config.json at repo root with tools.email_sending, tools.linkedin_outreach, tools.instagram_outreachcrm-writer skill for matching responses to CRM leadsmcp__chrome-devtools__*)agency.config.json from the project root.tools.email_sending -- provider, access method, domainstools.linkedin_outreach -- provider, access methodtools.instagram_outreach -- provider, access methodtools.browser_automation -- Chrome DevTools MCP configtools.inbox_scanning -- inbox scanning configcrm.tabs.outreach_log -- tab name for matching replies to sent outreachcrm.tabs.pipeline -- tab name for lead pipeline datachannels -- list of channels to check (default: ["email", "linkedin", "instagram"], i.e., all)time_window -- how far back to scan (default: "24h")Use Chrome DevTools MCP to scan Zoho webmail inbox:
mcp__chrome-devtools__navigate_page to Zoho webmail inboxmcp__chrome-devtools__wait_for inbox to loadmcp__chrome-devtools__take_snapshot to read recent emailsmcp__chrome-devtools__click to open the emailmcp__chrome-devtools__take_snapshot to read reply contentIf Chrome DevTools MCP is unavailable for Zoho, fall back to Gmail MCP:
For Smartlead, Instantly, or other email platforms with API access:
tools.email_sending.api_key_env.GET /api/v1/campaigns/{id}/repliesGET /api/v1/campaign/repliestime_window.Ask the user directly:
Any email replies since the last scan?
Paste them here, or list the companies/contacts that responded.
Format: Company Name - Contact Name - brief summary of their reply
Collect and structure whatever the user provides.
mcp__chrome-devtools__navigate_page to https://www.linkedin.com/messaging/mcp__chrome-devtools__wait_for messaging inbox to loadmcp__chrome-devtools__take_snapshot to read recent messagesmcp__chrome-devtools__navigate_page to https://www.linkedin.com/mynetwork/invitation-manager/sent/mcp__chrome-devtools__take_snapshot to read accepted requestsAsk the user:
Any LinkedIn responses since the last scan?
- New messages from outreach contacts?
- Connection requests accepted?
Format: Name - Company - what they said (or just "accepted connection")
mcp__chrome-devtools__navigate_page to https://www.instagram.com/direct/inbox/mcp__chrome-devtools__wait_for DM inbox to loadmcp__chrome-devtools__take_snapshot to read recent DMsAsk the user:
Any Instagram DM replies since the last scan?
Format: @username (Company) - what they said
For each response found across all channels:
crm-writer (READ operation) to query the outreach log tab (crm.tabs.outreach_log).cadence_day -- which day in the outreach cadence they are onlast_action -- what was the last outreach action (e.g., "EMAIL_1", "LINKEDIN_CONNECT")lead_status -- current status (e.g., "CONTACTED", "FOLLOW_UP")tier -- lead tier/temperature (e.g., "HOT", "WARM", "COLD")score -- lead score if availablecrm_match as nullReturn a structured JSON array of all responses found:
[
{
"channel": "email",
"from_name": "Sarah Chen",
"from_email": "sarah@brandx.com",
"company": "Brand X",
"reply_text": "Hey, this sounds interesting. What are your rates for a CRO audit?",
"timestamp": "2024-01-15T14:30:00Z",
"thread_subject": "Re: Quick question about your Shopify store",
"crm_match": {
"lead_id": "row_42",
"cadence_day": 4,
"last_action": "EMAIL_2",
"lead_status": "CONTACTED",
"tier": "HOT",
"score": 72
}
},
{
"channel": "linkedin",
"from_name": "Rahul Kapoor",
"from_email": null,
"company": "FreshFit Foods",
"reply_text": "Thanks for connecting! Yes, we are actually looking at revamping our Shopify store.",
"timestamp": "2024-01-15T11:20:00Z",
"thread_subject": null,
"crm_match": {
"lead_id": "row_67",
"cadence_day": 2,
"last_action": "LINKEDIN_CONNECT",
"lead_status": "CONTACTED",
"tier": "WARM",
"score": 55
}
},
{
"channel": "instagram",
"from_name": "Active Gear",
"from_email": null,
"company": "Active Gear",
"reply_text": "Not interested right now, thanks.",
"timestamp": "2024-01-15T16:45:00Z",
"thread_subject": null,
"crm_match": null
}
]
Print a summary line:
Inbox Scan Complete (last 24h):
- Email replies: 3
- LinkedIn messages: 1
- LinkedIn connections accepted: 2
- Instagram DM replies: 1
- Total responses: 7
- Matched to CRM leads: 5
- Unmatched (manual review needed): 2
Trigger phrases:
User: Check all inboxes for replies
Assistant: [reads config, checks Zoho webmail via Chrome DevTools MCP, checks LinkedIn via Chrome DevTools MCP, checks Instagram via Chrome DevTools MCP, matches all replies to CRM leads, returns structured array with summary]
User: Just check email, skip LinkedIn and Instagram
Assistant: [same flow but channels=["email"] only]
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Analyze A/B test results for statistical significance with ship, extend, or kill recommendations
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Reallocate ad budget across campaigns and channels using ROAS and marginal return analysis
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Generate structured creative briefs for ad designers with brand-consistent direction
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Mine winning ad angles, hooks, and creative patterns from top-performing ads
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Monitor competitor ads across Meta, Google, and LinkedIn with strategic analysis
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Interactive onboarding wizard that generates agency.config.json for any B2B agency. Asks structured questions about the agency, services, ICP, tools, outreach preferences, and CRM setup. Outputs a complete config file.
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