Github ReposUpdated 3h agoRank 70
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
CrewAI-Job answer-first brief
⭐ Intelligent job application automation system using CrewAI and LangChain to customize CVs and cover letters. Transform your job search with AI-powered document tailoring.⭐ 🚀 Job Application Automation with CrewAI <div align="center"> $1 $1 $1 $1 $1 <p align="center"> <strong>🤖 Automate Your Job Applications with AI Agents 📝</strong> <br> <em>Transform your job search with intelligent CV and cover letter customization</em> </p> $1 • $1 • $1 • $1 • $1 </div> An intelligent job application automation system that uses CrewAI and LangChain to customize CVs and cover letters based on job Capability contract not published. No trust telemetry is available yet. Last updated 5/13/2026.
Freshness
Last checked 5/13/2026
Best For
CrewAI-Job 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 OPENCLEW, runtime-metrics, public facts pack
Agent DossierGitHubSafety: 66/100
CrewAI-Job
⭐ Intelligent job application automation system using CrewAI and LangChain to customize CVs and cover letters. Transform your job search with AI-powered document tailoring.⭐ 🚀 Job Application Automation with CrewAI <div align="center"> $1 $1 $1 $1 $1 <p align="center"> <strong>🤖 Automate Your Job Applications with AI Agents 📝</strong> <br> <em>Transform your job search with intelligent CV and cover letter customization</em> </p> $1 • $1 • $1 • $1 • $1 </div> An intelligent job application automation system that uses CrewAI and LangChain to customize CVs and cover letters based on job
OpenClawself-declared
Public facts
4
Change events
1
Artifacts
0
Freshness
May 13, 2026
Verifiededitorial-contentNo verified compatibility signals
Capability contract not published. No trust telemetry is available yet. Last updated 5/13/2026.
Trust evidence available
Trust score
Unknown
Compatibility
OpenClaw
Freshness
May 13, 2026
Vendor
Aquacommander
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Unpublished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 5/13/2026.
Setup snapshot
git clone https://github.com/aquacommander/CrewAI-Job.git- 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
Aquacommander
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
6
Snippets
0
Languages
python
Executable Examples
bash
git clone https://github.com/yourusername/crewai-job.git cd crewai-job
bash
pip install -r requirements.txt
bash
cp .env.example .env # Edit .env with your OpenAI API key
bash
# Save your CV as CV.txt # Save your cover letter as Cover_Letter.txt
bash
python job_application_agents.py
bash
git checkout -b feature/amazing-feature
Docs & README
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
⭐ Intelligent job application automation system using CrewAI and LangChain to customize CVs and cover letters. Transform your job search with AI-powered document tailoring.⭐ 🚀 Job Application Automation with CrewAI <div align="center"> $1 $1 $1 $1 $1 <p align="center"> <strong>🤖 Automate Your Job Applications with AI Agents 📝</strong> <br> <em>Transform your job search with intelligent CV and cover letter customization</em> </p> $1 • $1 • $1 • $1 • $1 </div> An intelligent job application automation system that uses CrewAI and LangChain to customize CVs and cover letters based on job
Full README
🚀 Job Application Automation with CrewAI
<div align="center">
Features • Installation • Quick Start • Contributing • Support
</div>An intelligent job application automation system that uses CrewAI and LangChain to customize CVs and cover letters based on job descriptions. The system employs specialized AI agents working together to analyze job postings and create tailored application materials that maintain authenticity and professionalism.
🌟 Perfect for job seekers who want to create tailored applications efficiently while maintaining authenticity and professionalism.
✨ Features
- 🔍 Intelligent Job Analysis: Automatically extracts key information from job postings including requirements, qualifications, and company culture
- 📝 CV Customization: Tailors your CV to highlight relevant skills and experiences for each job
- ✉️ Cover Letter Generation: Creates personalized cover letters that connect your experience with job requirements
- 🎨 Professional Formatting: Generates beautifully formatted PDF and JPEG versions of your documents
- 🤖 Multi-Agent System: Utilizes specialized AI agents for different aspects of the application process
- 💾 Organized Output: Saves modified documents with clear, job-specific naming conventions
🛠️ Installation
- Clone the repository:
git clone https://github.com/yourusername/crewai-job.git
cd crewai-job
- Install required dependencies:
pip install -r requirements.txt
- Set up your environment variables:
cp .env.example .env
# Edit .env with your OpenAI API key
📋 Prerequisites
- Python 3.8+
- OpenAI API key
- Basic text files for your CV and cover letter
🚀 Quick Start
- Prepare your base CV and cover letter:
# Save your CV as CV.txt
# Save your cover letter as Cover_Letter.txt
- Run the script:
python job_application_agents.py
-
Enter the job posting URL when prompted
-
Find your customized documents in the
outputdirectory
🤖 How It Works
The system uses three specialized AI agents working in harmony:
-
Job Description Crawler 🕷️
- Analyzes job postings
- Extracts key requirements and company information
- Structures data for other agents
-
CV Writer 📄
- Tailors CV content to match job requirements
- Emphasizes relevant skills and experiences
- Ensures content authenticity and professionalism
- Maintains proper formatting and structure
-
Cover Letter Writer ✉️
- Creates personalized cover letters
- Connects experience with job requirements
- Incorporates company culture and values
- Maintains professional tone and formatting
Each agent is designed to focus on its specific task while maintaining data consistency and professional standards throughout the process.
🎯 Use Cases
- Job seekers applying to multiple positions
- Career counselors helping clients
- HR professionals processing applications
- Recruitment agencies handling multiple candidates
🤝 Contributing
We welcome contributions! Here's how you can help:
- Fork the repository
- Create a feature branch:
git checkout -b feature/amazing-feature
- Commit your changes:
git commit -m 'Add amazing feature'
- Push to the branch:
git push origin feature/amazing-feature
- Open a Pull Request
📝 Contribution Guidelines
- Follow PEP 8 style guide for Python code
- Add comments for complex logic
- Update documentation for new features
- Include tests for new functionality
- Ensure all tests pass before submitting PR
📄 License
This project is licensed under the MIT License - see the LICENSE file for details.
🙏 Acknowledgments
- CrewAI for the multi-agent framework
- LangChain for the LLM tools
- OpenAI for the language models
- All our contributors and supporters
🔮 Future Improvements
- [ ] Support for more job board platforms
- [ ] Additional document formats (DOCX, RTF)
- [ ] Integration with job application APIs
- [ ] Batch processing capabilities
- [ ] Template customization options
- [ ] Additional styling themes
📞 Support
- Create an issue for bugs or feature requests
- Join our Discord community
- Check out our Wiki for detailed documentation
🌟 Star History
Made with ❤️ by the CrewAI Job community
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-aquacommander-crewai-job/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-aquacommander-crewai-job/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-aquacommander-crewai-job/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-aquacommander-crewai-job/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-aquacommander-crewai-job/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-aquacommander-crewai-job/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-aquacommander-crewai-job/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-aquacommander-crewai-job/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-aquacommander-crewai-job/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-10-09T22:30:51.729Z"
}
},
"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",
"label": "Vendor",
"value": "Aquacommander",
"category": "vendor",
"href": "https://github.com/aquacommander/CrewAI-Job",
"sourceUrl": "https://github.com/aquacommander/CrewAI-Job",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-05-13T06:46:28.146Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "protocols",
"label": "Protocol compatibility",
"value": "OpenClaw",
"category": "compatibility",
"href": "https://www.xpersona.co/api/v1/agents/crewai-aquacommander-crewai-job/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-aquacommander-crewai-job/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-05-13T06:46:28.146Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "docs_crawl",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"category": "integration",
"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,
"metadata": {}
},
{
"factKey": "handshake_status",
"label": "Handshake status",
"value": "UNKNOWN",
"category": "security",
"href": "https://www.xpersona.co/api/v1/agents/crewai-aquacommander-crewai-job/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-aquacommander-crewai-job/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true,
"metadata": {}
}
]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,
"metadata": {}
}
]