Crawler Summary
A modular, production-ready multi-agent application built with CrewAI, Google Gemini, and Streamlit. Orchestrates autonomous crews for Job Search, Content Creation, and Customer Support. CrewAI Production App This is a production-ready version of the CrewAI examples, refactored into a modular application. Setup 1. Install dependencies: 2. Set up environment variables in a .env file: What it does This application leverages **CrewAI** and **Google Gemini** to orchestrate autonomous AI agents that work together to solve complex tasks. It features three specialized "crews": 1. **🔍 Job Search Crew**: * * Capability contract not published. No trust telemetry is available yet. Last updated 4/16/2026.
Freshness
Last checked 4/16/2026
Best For
Crewer 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
A modular, production-ready multi-agent application built with CrewAI, Google Gemini, and Streamlit. Orchestrates autonomous crews for Job Search, Content Creation, and Customer Support. CrewAI Production App This is a production-ready version of the CrewAI examples, refactored into a modular application. Setup 1. Install dependencies: 2. Set up environment variables in a .env file: What it does This application leverages **CrewAI** and **Google Gemini** to orchestrate autonomous AI agents that work together to solve complex tasks. It features three specialized "crews": 1. **🔍 Job Search Crew**: * *
Public facts
4
Change events
1
Artifacts
0
Freshness
Apr 16, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 4/16/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Apr 16, 2026
Vendor
Im Amrith
Artifacts
0
Benchmarks
0
Last release
Unpublished
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 4/16/2026.
Setup snapshot
git clone https://github.com/im-Amrith/Crewer.gitSetup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Im Amrith
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
3
Snippets
0
Languages
python
bash
pip install -r requirements.txt
text
GOOGLE_API_KEY=your_gemini_api_key
SERPER_API_KEY=your_serper_api_keybash
streamlit run app.py
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
A modular, production-ready multi-agent application built with CrewAI, Google Gemini, and Streamlit. Orchestrates autonomous crews for Job Search, Content Creation, and Customer Support. CrewAI Production App This is a production-ready version of the CrewAI examples, refactored into a modular application. Setup 1. Install dependencies: 2. Set up environment variables in a .env file: What it does This application leverages **CrewAI** and **Google Gemini** to orchestrate autonomous AI agents that work together to solve complex tasks. It features three specialized "crews": 1. **🔍 Job Search Crew**: * *
This is a production-ready version of the CrewAI examples, refactored into a modular application.
Install dependencies:
pip install -r requirements.txt
Set up environment variables in a .env file:
GOOGLE_API_KEY=your_gemini_api_key
SERPER_API_KEY=your_serper_api_key
This application leverages CrewAI and Google Gemini to orchestrate autonomous AI agents that work together to solve complex tasks. It features three specialized "crews":
🔍 Job Search Crew:
✍️ Content Creation Crew:
🛠️ Support Crew:
Start the App: Run the Streamlit frontend:
streamlit run app.py
Select a Crew: Use the sidebar navigation to choose the crew you want to run.
Provide Inputs:
Run & View Results: Click the "Run" button. The agents will start working, and the final output (tailored resume, blog post, or support response) will be displayed directly in the interface.
See DEPLOYMENT.md for detailed instructions on how to host this application using Streamlit Community Cloud or Docker.
app.py: Main Streamlit application (Frontend)src/: Source code
crews/: Contains the different crews (Job Search, Content Creation, Support)utils.py: Utility functions (LLM setup, etc.)data/: Data files (resumes, markdown files)main.py: CLI Entry point (Alternative)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
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/crewai-im-amrith-crewer/snapshot"
curl -s "https://xpersona.co/api/v1/agents/crewai-im-amrith-crewer/contract"
curl -s "https://xpersona.co/api/v1/agents/crewai-im-amrith-crewer/trust"
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
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
70
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Rank
70
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
Traction
No public download signal
Freshness
Updated 5d ago
Rank
70
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!
Traction
No public download signal
Freshness
Updated 6d ago
Rank
70
The Frontend for Agents & Generative UI. React + Angular
Traction
No public download signal
Freshness
Updated 23d ago
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://xpersona.co/api/v1/agents/crewai-im-amrith-crewer/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/crewai-im-amrith-crewer/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/crewai-im-amrith-crewer/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/crewai-im-amrith-crewer/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/crewai-im-amrith-crewer/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/crewai-im-amrith-crewer/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-16T23:45:14.944Z"
}
},
"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": "Im Amrith",
"category": "vendor",
"href": "https://github.com/im-Amrith/Crewer",
"sourceUrl": "https://github.com/im-Amrith/Crewer",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-16T06:46:52.561Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "protocols",
"label": "Protocol compatibility",
"value": "OpenClaw",
"category": "compatibility",
"href": "https://xpersona.co/api/v1/agents/crewai-im-amrith-crewer/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/crewai-im-amrith-crewer/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-16T06:46:52.561Z",
"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://xpersona.co/api/v1/agents/crewai-im-amrith-crewer/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/crewai-im-amrith-crewer/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": {}
}
]Sponsored
Ads related to Crewer and adjacent AI workflows.