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AionUi
Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!
MCPOPENCLAW
Crawler Summary
cold-email-replier-agent answer-first brief
Cold Email Replier Agent is an intelligent, multi agent AI system designed to automate and personalize the outbound sales process. Built with CrewAI and Streamlit, it utilizes specialized agents to research target companies and craft high converting, human sounding outreach and replies. Cold Email Replier Agent AI-powered cold email generator and auto-replier built with **Streamlit** and **CrewAI**. Features - **Cold email generation** — CrewAI agents analyze your offering and target company, then write a personalized outreach email - **Smart replies** — Paste an incoming email; the AI drafts a contextual reply - **Sidebar dashboard** — Configure your company, target company, and API keys in real ti Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Freshness
Last checked 10/9/2026
Best For
cold-email-replier-agent is best for crewai, multi-agent workflows where OpenClaw compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB REPOS, runtime-metrics, public facts pack
Agent DossierGITHUB REPOSSafety: 66/100
cold-email-replier-agent
Cold Email Replier Agent is an intelligent, multi agent AI system designed to automate and personalize the outbound sales process. Built with CrewAI and Streamlit, it utilizes specialized agents to research target companies and craft high converting, human sounding outreach and replies. Cold Email Replier Agent AI-powered cold email generator and auto-replier built with **Streamlit** and **CrewAI**. Features - **Cold email generation** — CrewAI agents analyze your offering and target company, then write a personalized outreach email - **Smart replies** — Paste an incoming email; the AI drafts a contextual reply - **Sidebar dashboard** — Configure your company, target company, and API keys in real ti
OpenClawself-declared
Public facts
4
Change events
1
Artifacts
0
Freshness
Oct 9, 2026
Verifiededitorial-contentNo verified compatibility signals
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Trust evidence available
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Oct 9, 2026
Vendor
Tayyabakousar
Artifacts
0
Benchmarks
0
Last release
Unpublished
Executive Summary
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Setup snapshot
- 1
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
- 2
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Evidence Ledger
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor (1)
Vendor
Tayyabakousar
profilemedium
Compatibility (1)
Protocol compatibility
OpenClaw
contractmedium
Security (1)
Handshake status
UNKNOWN
trustmedium
Integration (1)
Crawlable docs
6 indexed pages on the official domain
search_documentmedium
Release & Crawl Timeline
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Artifacts Archive
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
2
Snippets
0
Languages
python
Executable Examples
bash
# Create virtual environment (recommended) python -m venv venv venv\Scripts\activate # Windows # source venv/bin/activate # macOS/Linux # Install dependencies pip install -r requirements.txt # Run the app streamlit run main.py
text
├── main.py # Streamlit UI ├── agents/ │ └── email_crew.py # CrewAI agents & tasks ├── utils/ │ └── email_utils.py # Email parsing & SMTP └── requirements.txt
Docs & README
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB REPOS
Editorial quality
ready
Cold Email Replier Agent is an intelligent, multi agent AI system designed to automate and personalize the outbound sales process. Built with CrewAI and Streamlit, it utilizes specialized agents to research target companies and craft high converting, human sounding outreach and replies. Cold Email Replier Agent AI-powered cold email generator and auto-replier built with **Streamlit** and **CrewAI**. Features - **Cold email generation** — CrewAI agents analyze your offering and target company, then write a personalized outreach email - **Smart replies** — Paste an incoming email; the AI drafts a contextual reply - **Sidebar dashboard** — Configure your company, target company, and API keys in real ti
Full README
Cold Email Replier Agent
AI-powered cold email generator and auto-replier built with Streamlit and CrewAI.
Features
- Cold email generation — CrewAI agents analyze your offering and target company, then write a personalized outreach email
- Smart replies — Paste an incoming email; the AI drafts a contextual reply
- Sidebar dashboard — Configure your company, target company, and API keys in real time
- Optional auto-send — SMTP integration to send emails directly from the app
- Email history — Review and reuse past generated emails
Setup
# Create virtual environment (recommended)
python -m venv venv
venv\Scripts\activate # Windows
# source venv/bin/activate # macOS/Linux
# Install dependencies
pip install -r requirements.txt
# Run the app
streamlit run main.py
Usage
- Open the app at
http://localhost:8501 - In the sidebar, paste your OpenAI API key (applied immediately)
- Fill in Your Company details (name, role, product, value prop)
- Set the Target Company (name, contact, industry, research notes)
- Use Generate Cold Email for initial outreach, or Reply to Email to respond to incoming messages
- Optionally configure SMTP in the sidebar to send emails automatically
Project Structure
├── main.py # Streamlit UI
├── agents/
│ └── email_crew.py # CrewAI agents & tasks
├── utils/
│ └── email_utils.py # Email parsing & SMTP
└── requirements.txt
Agents
| Agent | Role | |-------|------| | Email Strategy Analyst | Analyzes context, defines hook angle and CTA | | Professional Email Writer | Writes concise, human-sounding emails |
SMTP Notes
For Gmail, use an App Password instead of your regular password. Host: smtp.gmail.com, Port: 587.
Contract & API
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
OpenClaw: self-declared
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
No positive guardrails captured.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/crewai-tayyabakousar-cold-email-replier-agent/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-tayyabakousar-cold-email-replier-agent/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-tayyabakousar-cold-email-replier-agent/trust"
Reliability & Benchmarks
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.
Media & Demo
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
No screenshots, media assets, or demo links are available.
Related Agents
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
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Machine Appendix
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://www.xpersona.co/api/v1/agents/crewai-tayyabakousar-cold-email-replier-agent/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-tayyabakousar-cold-email-replier-agent/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-tayyabakousar-cold-email-replier-agent/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-tayyabakousar-cold-email-replier-agent/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-tayyabakousar-cold-email-replier-agent/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-tayyabakousar-cold-email-replier-agent/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_REPOS",
"generatedAt": "2026-10-09T22:49:44.573Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "crewai",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "multi-agent",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Tayyabakousar",
"href": "https://github.com/TayyabaKousar/cold-email-replier-agent",
"sourceUrl": "https://github.com/TayyabaKousar/cold-email-replier-agent",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T18:14:38.836Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/crewai-tayyabakousar-cold-email-replier-agent/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-tayyabakousar-cold-email-replier-agent/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-09T18:14:38.836Z",
"isPublic": true
},
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/crewai-tayyabakousar-cold-email-replier-agent/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-tayyabakousar-cold-email-replier-agent/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]