AionUi
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Crawler Summary
4-agent AI system that produces analyst-grade Buy/Hold/Sell crypto reports using CrewAI. Crypto Analyst — 4-Agent Real-Time Market Analysis System 4 AI agents collaborate to produce analyst-grade Buy / Hold / Sell reports for any cryptocurrency, grounded in live market data and current news. --- What it does Give it any cryptocurrency ticker (BTC, ETH, SOL, etc.). The system: 1. Gathers the latest news on the asset 2. Analyzes market sentiment from coverage 3. Pulls live price plus 7-day trend data 4. Sy Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Freshness
Last checked 10/9/2026
Best For
crypto-analyst 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
4-agent AI system that produces analyst-grade Buy/Hold/Sell crypto reports using CrewAI. Crypto Analyst — 4-Agent Real-Time Market Analysis System 4 AI agents collaborate to produce analyst-grade Buy / Hold / Sell reports for any cryptocurrency, grounded in live market data and current news. --- What it does Give it any cryptocurrency ticker (BTC, ETH, SOL, etc.). The system: 1. Gathers the latest news on the asset 2. Analyzes market sentiment from coverage 3. Pulls live price plus 7-day trend data 4. Sy
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
Kvssyugal
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Unpublished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
git clone https://github.com/kvssyugal/crypto-analyst.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
Kvssyugal
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
1
Snippets
0
Languages
python
bash
git clone https://github.com/kvssyugal/crypto-analyst.git cd crypto-analyst pip install -r requirements.txt cp .env.example .env # add your API keys python main.py
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
4-agent AI system that produces analyst-grade Buy/Hold/Sell crypto reports using CrewAI. Crypto Analyst — 4-Agent Real-Time Market Analysis System 4 AI agents collaborate to produce analyst-grade Buy / Hold / Sell reports for any cryptocurrency, grounded in live market data and current news. --- What it does Give it any cryptocurrency ticker (BTC, ETH, SOL, etc.). The system: 1. Gathers the latest news on the asset 2. Analyzes market sentiment from coverage 3. Pulls live price plus 7-day trend data 4. Sy
4 AI agents collaborate to produce analyst-grade Buy / Hold / Sell reports for any cryptocurrency, grounded in live market data and current news.
Give it any cryptocurrency ticker (BTC, ETH, SOL, etc.). The system:
Tested on Bitcoin, Ethereum, and Solana — each returned distinct, data-grounded recommendations driven by different signals.
| Agent | Role | |---|---| | News Researcher | Searches the web for the latest news on the asset; summarizes key events | | Sentiment Analyst | Evaluates tone and sentiment of the news coverage | | Market Tracker | Fetches live price + 7-day historical trend | | Report Writer | Synthesizes all inputs into a final analyst report with a recommendation |
All four agents are orchestrated through CrewAI's sequential workflow.
git clone https://github.com/kvssyugal/crypto-analyst.git
cd crypto-analyst
pip install -r requirements.txt
cp .env.example .env # add your API keys
python main.py
The system produces structured reports per asset that include: latest news summary, sentiment score, current price + 7-day change, and a final recommendation with reasoning.
Most "crypto AI" tools are single-prompt wrappers that confidently make recommendations without grounding. I wanted to test whether splitting research, sentiment, market data, and synthesis into specialized agents would produce more honest, evidence-backed outputs. The results were noticeably more nuanced than single-prompt baselines.
Built by Yugal Kanukolanu — AI/ML Engineer, M.S. CS @ University of Louisville. Open to AI Engineer roles. More projects.
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://www.xpersona.co/api/v1/agents/crewai-kvssyugal-crypto-analyst/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-kvssyugal-crypto-analyst/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-kvssyugal-crypto-analyst/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-kvssyugal-crypto-analyst/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-kvssyugal-crypto-analyst/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-kvssyugal-crypto-analyst/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-kvssyugal-crypto-analyst/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-kvssyugal-crypto-analyst/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-kvssyugal-crypto-analyst/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-10-10T07:24:08.039Z"
}
},
"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": "Kvssyugal",
"href": "https://github.com/kvssyugal/crypto-analyst",
"sourceUrl": "https://github.com/kvssyugal/crypto-analyst",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T05:12:15.971Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/crewai-kvssyugal-crypto-analyst/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-kvssyugal-crypto-analyst/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-09T05:12:15.971Z",
"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-kvssyugal-crypto-analyst/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-kvssyugal-crypto-analyst/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
Ads related to crypto-analyst and adjacent AI workflows.