AionUi
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Crawler Summary
Local AI Research Agent built with CrewAI, Gemini, Python, and n8n. Conducts deep research, generates structured reports, stores results locally, and supports automation through Telegram, Email, and WhatsApp workflows. AI & Automation Research Agent AI & Automation Research Agent that continuously researches AI trends, agent frameworks, automation platforms, and emerging technologies, generating actionable intelligence reports and distributing them through n8n-powered workflows. Features - Deep topic research - Structured report generation - Markdown report storage - Local execution - Telegram integration (planned) - Email integrat Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Freshness
Last checked 10/9/2026
Best For
local-ai-research-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
Local AI Research Agent built with CrewAI, Gemini, Python, and n8n. Conducts deep research, generates structured reports, stores results locally, and supports automation through Telegram, Email, and WhatsApp workflows. AI & Automation Research Agent AI & Automation Research Agent that continuously researches AI trends, agent frameworks, automation platforms, and emerging technologies, generating actionable intelligence reports and distributing them through n8n-powered workflows. Features - Deep topic research - Structured report generation - Markdown report storage - Local execution - Telegram integration (planned) - Email integrat
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
Krishna Choudhary 06
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Unpublished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
Krishna Choudhary 06
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
research-agent/ ├── agents/ ├── tasks/ ├── prompts/ ├── tools/ ├── integrations/ ├── schemas/ ├── reports/ ├── knowledge/ ├── logs/ ├── database/ ├── config/ ├── workflows/ ├── docs/ ├── tests/ ├── main.py ├── requirements.txt ├── .env └── .gitignore
bash
git clone https://github.com/YOUR_USERNAME/research-agent.git cd research-agent
bash
python -m venv venv
bash
venv\Scripts\activate
bash
source venv/bin/activate
bash
pip install -r requirements.txt
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB REPOS
Editorial quality
ready
Local AI Research Agent built with CrewAI, Gemini, Python, and n8n. Conducts deep research, generates structured reports, stores results locally, and supports automation through Telegram, Email, and WhatsApp workflows. AI & Automation Research Agent AI & Automation Research Agent that continuously researches AI trends, agent frameworks, automation platforms, and emerging technologies, generating actionable intelligence reports and distributing them through n8n-powered workflows. Features - Deep topic research - Structured report generation - Markdown report storage - Local execution - Telegram integration (planned) - Email integrat
AI & Automation Research Agent that continuously researches AI trends, agent frameworks, automation platforms, and emerging technologies, generating actionable intelligence reports and distributing them through n8n-powered workflows.
research-agent/
├── agents/
├── tasks/
├── prompts/
├── tools/
├── integrations/
├── schemas/
├── reports/
├── knowledge/
├── logs/
├── database/
├── config/
├── workflows/
├── docs/
├── tests/
├── main.py
├── requirements.txt
├── .env
└── .gitignore
git clone https://github.com/YOUR_USERNAME/research-agent.git
cd research-agent
python -m venv venv
Windows:
venv\Scripts\activate
Linux/Mac:
source venv/bin/activate
pip install -r requirements.txt
Create .env
GEMINI_API_KEY=your_api_key
python main.py
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-krishna-choudhary-06-local-ai-research-agent/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-krishna-choudhary-06-local-ai-research-agent/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-krishna-choudhary-06-local-ai-research-agent/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-krishna-choudhary-06-local-ai-research-agent/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-krishna-choudhary-06-local-ai-research-agent/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-krishna-choudhary-06-local-ai-research-agent/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-krishna-choudhary-06-local-ai-research-agent/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-krishna-choudhary-06-local-ai-research-agent/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-krishna-choudhary-06-local-ai-research-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": "2026-10-09T23:03:49.057Z"
}
},
"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": "Krishna Choudhary 06",
"href": "https://github.com/Krishna-Choudhary-06/local-ai-research-agent",
"sourceUrl": "https://github.com/Krishna-Choudhary-06/local-ai-research-agent",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T19:13:37.773Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/crewai-krishna-choudhary-06-local-ai-research-agent/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-krishna-choudhary-06-local-ai-research-agent/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-09T19:13:37.773Z",
"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-krishna-choudhary-06-local-ai-research-agent/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-krishna-choudhary-06-local-ai-research-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
}
]Sponsored
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