AionUi
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Crawler Summary
Beginner-friendly AI Business Advisor Agent that analyzes business ideas, provides recommendations, explores patent considerations, and creates actionable business plans using CrewAI, Groq, and Streamlit. ๐งญ Business Advisor App A simple, beginner-friendly AI app that analyzes a business idea or business problem you describe, and gives you: 1. **Business Analysis** โ a summary of strengths and risks based only on what you wrote 2. **Recommendations** โ practical next steps 3. **IP / Patent Considerations** โ general education about patents, trademarks, copyrights (not legal advice) 4. **Missing Information** โ what de Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Freshness
Last checked 10/9/2026
Best For
business-advisor-agent-v1 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
Beginner-friendly AI Business Advisor Agent that analyzes business ideas, provides recommendations, explores patent considerations, and creates actionable business plans using CrewAI, Groq, and Streamlit. ๐งญ Business Advisor App A simple, beginner-friendly AI app that analyzes a business idea or business problem you describe, and gives you: 1. **Business Analysis** โ a summary of strengths and risks based only on what you wrote 2. **Recommendations** โ practical next steps 3. **IP / Patent Considerations** โ general education about patents, trademarks, copyrights (not legal advice) 4. **Missing Information** โ what de
Public facts
4
Change events
1
Artifacts
0
Freshness
Oct 9, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Oct 9, 2026
Vendor
Mariyamkhan001
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Unpublished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 10/9/2026.
Setup snapshot
Setup 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
Mariyamkhan001
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
6
Snippets
0
Languages
python
text
business-advisor-app/
โโโ app.py # The main Streamlit application
โโโ requirements.txt # Python packages needed to run the app
โโโ README.md # This file
โโโ .gitignore # Tells Git which files NOT to upload
โโโ .streamlit/
โโโ secrets.toml.example # Example of how to store your API keytext
business-advisor-app/
bash
cd business-advisor-app # (Recommended) Create a virtual environment first python -m venv venv # Activate it: # On Windows: venv\Scripts\activate # On macOS/Linux: source venv/bin/activate # Now install the required packages: pip install -r requirements.txt
toml
GROQ_API_KEY = "gsk_your_real_key_here"
bash
streamlit run app.py
bash
git init git add . git commit -m "Initial commit: Business Advisor app" git branch -M main git remote add origin https://github.com/YOUR-USERNAME/business-advisor-app.git git push -u origin main
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB REPOS
Editorial quality
ready
Beginner-friendly AI Business Advisor Agent that analyzes business ideas, provides recommendations, explores patent considerations, and creates actionable business plans using CrewAI, Groq, and Streamlit. ๐งญ Business Advisor App A simple, beginner-friendly AI app that analyzes a business idea or business problem you describe, and gives you: 1. **Business Analysis** โ a summary of strengths and risks based only on what you wrote 2. **Recommendations** โ practical next steps 3. **IP / Patent Considerations** โ general education about patents, trademarks, copyrights (not legal advice) 4. **Missing Information** โ what de
A simple, beginner-friendly AI app that analyzes a business idea or business problem you describe, and gives you:
It's built with:
openai/gpt-oss-120bThe AI is instructed never to make up facts. If something is missing from your description, it will tell you instead of guessing.
business-advisor-app/
โโโ app.py # The main Streamlit application
โโโ requirements.txt # Python packages needed to run the app
โโโ README.md # This file
โโโ .gitignore # Tells Git which files NOT to upload
โโโ .streamlit/
โโโ secrets.toml.example # Example of how to store your API key
โ ๏ธ Note:
.streamlit/secrets.toml(your REAL key file) is not included โ you will create it yourself in Step 3 below, and it is automatically kept out of GitHub by.gitignore.
You will need:
Save all the files provided into one folder on your computer, named exactly:
business-advisor-app/
Make sure the structure matches the File Structure section above,
including the .streamlit subfolder.
Open a terminal (Command Prompt, PowerShell, or macOS/Linux Terminal), navigate into the project folder, and run:
cd business-advisor-app
# (Recommended) Create a virtual environment first
python -m venv venv
# Activate it:
# On Windows:
venv\Scripts\activate
# On macOS/Linux:
source venv/bin/activate
# Now install the required packages:
pip install -r requirements.txt
gsk_xxxxxxxxxxxxxxxxxxxx)..streamlit folder, make a copy of secrets.toml.example
and rename the copy to exactly: secrets.tomlsecrets.toml and paste your real key like this:GROQ_API_KEY = "gsk_your_real_key_here"
.gitignore so Git will skip it automatically.Still inside the project folder (with your virtual environment activated), run:
streamlit run app.py
Your browser should automatically open a tab at http://localhost:8501
showing the Business Advisor app. Try typing in a business idea and
clicking Analyze My Business Idea.
If your API key is missing or wrong, the app will show a friendly message instead of crashing โ check Step 4 again if that happens.
business-advisor-app, set it to Public or
Private (your choice), and click Create repository.git init
git add .
git commit -m "Initial commit: Business Advisor app"
git branch -M main
git remote add origin https://github.com/YOUR-USERNAME/business-advisor-app.git
git push -u origin main
Replace YOUR-USERNAME with your actual GitHub username.
โ Because
secrets.tomlis in.gitignore, your real API key will not be uploaded to GitHub. Onlysecrets.toml.example(with no real key) will be visible there โ which is exactly what you want.
YOUR-USERNAME/business-advisor-appmainapp.py3.11.requirements.txt
automatically.Your deployed app does not have your local secrets.toml file, so you
need to add the key again, directly on Streamlit Cloud:
secrets.toml:GROQ_API_KEY = "gsk_your_real_key_here"
Open your app's public URL (shown on the Streamlit Cloud dashboard), enter a business idea, and click Analyze My Business Idea. You should see the same five-section analysis you saw locally.
| Problem | Likely Cause | Fix |
|---|---|---|
| "Groq API key not found" | secrets.toml missing or key name misspelled | Make sure the key is exactly GROQ_API_KEY |
| "Authentication error" | Wrong or expired API key | Generate a new key on console.groq.com |
| "Rate limit reached" | Too many requests sent too quickly | Wait a minute, then try again |
| "Request timed out" | Slow network or Groq is busy | Try again in a moment |
| App works locally but not on Streamlit Cloud | Forgot to add secrets on Streamlit Cloud | Repeat Step 8 |
This app provides general, educational business information only. It is not legal, financial, or patent/IP advice. Always consult a qualified professional (such as a licensed attorney) before making real business, legal, or IP decisions.
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://www.xpersona.co/api/v1/agents/crewai-mariyamkhan001-business-advisor-agent-v1/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-mariyamkhan001-business-advisor-agent-v1/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-mariyamkhan001-business-advisor-agent-v1/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.
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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-mariyamkhan001-business-advisor-agent-v1/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-mariyamkhan001-business-advisor-agent-v1/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-mariyamkhan001-business-advisor-agent-v1/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-mariyamkhan001-business-advisor-agent-v1/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-mariyamkhan001-business-advisor-agent-v1/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-mariyamkhan001-business-advisor-agent-v1/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_REPOS",
"generatedAt": "2026-10-10T03:41:41.622Z"
}
},
"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": "Mariyamkhan001",
"href": "https://github.com/mariyamkhan001/business-advisor-agent-v1",
"sourceUrl": "https://github.com/mariyamkhan001/business-advisor-agent-v1",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T12:48:04.598Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/crewai-mariyamkhan001-business-advisor-agent-v1/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-mariyamkhan001-business-advisor-agent-v1/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-09T12:48:04.598Z",
"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-mariyamkhan001-business-advisor-agent-v1/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-mariyamkhan001-business-advisor-agent-v1/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub ยท 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
}
]Sponsored
Ads related to business-advisor-agent-v1 and adjacent AI workflows.