Crawler Summary
AI-powered startup analysis system using CrewAI multi-agent collaboration. Simulates a startup team with specialized Product, Engineering, and Market Research agents to evaluate business ideas. Multi-Agent Startup Simulator An AI-powered system that simulates a startup team by coordinating specialized agents to collaboratively analyze startup ideas. Setup 1. Create Virtual Environment 2. Activate Virtual Environment **Windows:** **macOS/Linux:** 3. Install Dependencies 4. Configure Environment Copy .env.example to .env and add your OpenAI API key: Edit .env and replace your_openai_api_key_here with your act Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 4/16/2026.
Freshness
Last checked 4/16/2026
Best For
startup-analyzer-crewai 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
AI-powered startup analysis system using CrewAI multi-agent collaboration. Simulates a startup team with specialized Product, Engineering, and Market Research agents to evaluate business ideas. Multi-Agent Startup Simulator An AI-powered system that simulates a startup team by coordinating specialized agents to collaboratively analyze startup ideas. Setup 1. Create Virtual Environment 2. Activate Virtual Environment **Windows:** **macOS/Linux:** 3. Install Dependencies 4. Configure Environment Copy .env.example to .env and add your OpenAI API key: Edit .env and replace your_openai_api_key_here with your act
Public facts
5
Change events
1
Artifacts
0
Freshness
Apr 16, 2026
Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 4/16/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Apr 16, 2026
Vendor
22cb006
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Unpublished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. 1 GitHub stars reported by the source. Last updated 4/16/2026.
Setup snapshot
git clone https://github.com/22CB006/startup-analyzer-crewai.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
22cb006
Protocol compatibility
OpenClaw
Adoption signal
1 GitHub stars
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
6
Snippets
0
Languages
python
bash
python -m venv venv
bash
venv\Scripts\activate
bash
source venv/bin/activate
bash
pip install -r requirements.txt
bash
copy .env.example .env
text
. ├── src/ # Source code ├── tests/ # Test suite │ ├── unit/ # Unit tests │ ├── property/ # Property-based tests │ └── integration/ # Integration tests ├── config/ # Configuration files ├── requirements.txt # Python dependencies └── .env.example # Environment variable template
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
AI-powered startup analysis system using CrewAI multi-agent collaboration. Simulates a startup team with specialized Product, Engineering, and Market Research agents to evaluate business ideas. Multi-Agent Startup Simulator An AI-powered system that simulates a startup team by coordinating specialized agents to collaboratively analyze startup ideas. Setup 1. Create Virtual Environment 2. Activate Virtual Environment **Windows:** **macOS/Linux:** 3. Install Dependencies 4. Configure Environment Copy .env.example to .env and add your OpenAI API key: Edit .env and replace your_openai_api_key_here with your act
An AI-powered system that simulates a startup team by coordinating specialized agents to collaboratively analyze startup ideas.
python -m venv venv
Windows:
venv\Scripts\activate
macOS/Linux:
source venv/bin/activate
pip install -r requirements.txt
Copy .env.example to .env and add your OpenAI API key:
copy .env.example .env
Edit .env and replace your_openai_api_key_here with your actual OpenAI API key.
.
├── src/ # Source code
├── tests/ # Test suite
│ ├── unit/ # Unit tests
│ ├── property/ # Property-based tests
│ └── integration/ # Integration tests
├── config/ # Configuration files
├── requirements.txt # Python dependencies
└── .env.example # Environment variable template
pytest
MIT
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-22cb006-startup-analyzer-crewai/snapshot"
curl -s "https://xpersona.co/api/v1/agents/crewai-22cb006-startup-analyzer-crewai/contract"
curl -s "https://xpersona.co/api/v1/agents/crewai-22cb006-startup-analyzer-crewai/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
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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
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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-22cb006-startup-analyzer-crewai/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/crewai-22cb006-startup-analyzer-crewai/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/crewai-22cb006-startup-analyzer-crewai/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/crewai-22cb006-startup-analyzer-crewai/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/crewai-22cb006-startup-analyzer-crewai/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/crewai-22cb006-startup-analyzer-crewai/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-16T23:44:49.643Z"
}
},
"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": "22cb006",
"category": "vendor",
"href": "https://github.com/22CB006/startup-analyzer-crewai",
"sourceUrl": "https://github.com/22CB006/startup-analyzer-crewai",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-16T06:46:43.277Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "protocols",
"label": "Protocol compatibility",
"value": "OpenClaw",
"category": "compatibility",
"href": "https://xpersona.co/api/v1/agents/crewai-22cb006-startup-analyzer-crewai/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/crewai-22cb006-startup-analyzer-crewai/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-16T06:46:43.277Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "traction",
"label": "Adoption signal",
"value": "1 GitHub stars",
"category": "adoption",
"href": "https://github.com/22CB006/startup-analyzer-crewai",
"sourceUrl": "https://github.com/22CB006/startup-analyzer-crewai",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-16T06:46:43.277Z",
"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-22cb006-startup-analyzer-crewai/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/crewai-22cb006-startup-analyzer-crewai/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
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