How should crypto-analyst be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this skill.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

crypto-analyst answer-first brief

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 5/31/2026.

Freshness

Last checked 5/31/2026

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

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 66/100

crypto-analyst

OpenClawself-declared

Public facts

Change events

Artifacts

Freshness

May 31, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 5/31/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

May 31, 2026

Vendor

Kvssyugal

Artifacts

Benchmarks

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 5/31/2026.

View Source

Setup snapshot

git clone https://github.com/kvssyugal/crypto-analyst.git

1
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
2
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.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content

Vendor (1)

Vendor

Kvssyugal

profilemedium

Observed May 31, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed May 31, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

Examples

Snippets

Languages

python

Executable Examples

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

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Full README

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:

Gathers the latest news on the asset
Analyzes market sentiment from coverage
Pulls live price plus 7-day trend data
Synthesizes a final analyst report with Buy / Hold / Sell recommendation

Tested on Bitcoin, Ethereum, and Solana — each returned distinct, data-grounded recommendations driven by different signals.

How it works

| 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.

Tech stack

Language: Python
Agent framework: CrewAI
LLM: OpenAI API
Data: Open news APIs, market data APIs, web scraping

Run it locally

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

Sample output

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.

Why I built this

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.

About me

Built by Yugal Kanukolanu — AI/ML Engineer, M.S. CS @ University of Louisville. Open to AI Engineer roles. More projects.

License

MIT

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.

Invocation examples

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"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

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

Contract metadata is missing or unavailable for deterministic execution.

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media

No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors

GITHUB_OPENCLEW@x1pay/langchain

Rank

LangChain/LangGraph tools for AI agent x402 payments on X1

Traction

No public download signal

Freshness

Updated 4mo ago

OPENCLAW

GITHUB_OPENCLEW@langchain/langgraph-swarm

Rank

An implementation of a multi-agent swarm using LangGraph

Traction

No public download signal

Freshness

Updated 4mo ago

OPENCLAW

GITHUB_OPENCLEW@langchain/langgraph-supervisor

Rank

LangGraph Multi-Agent Supervisor

Traction

No public download signal

Freshness

Updated 4mo ago

OPENCLAW

GITHUB_OPENCLEWoceanbus-langchain

Rank

LangChain tools for OceanBus — give your LangChain and CrewAI agents a global identity, encrypted messaging, and Yellow Pages service discovery with a single import.

Traction

No public download signal

Freshness

Updated 4mo ago

OPENCLAW

Machine Appendix

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": "2026-10-08T22:20:41.884Z"
    }
  },
  "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": "Kvssyugal",
    "category": "vendor",
    "href": "https://github.com/kvssyugal/crypto-analyst",
    "sourceUrl": "https://github.com/kvssyugal/crypto-analyst",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-31T06:18:06.829Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "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": "2026-05-31T06:18:06.829Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "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,
    "metadata": {}
  }
]

Change Events JSON

[]