How should crewai-stock-picker 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

crewai-stock-picker answer-first brief

An autonomous multi-agent system built with CrewAI that conducts deep financial research, analyzes trending market data, and sends real-time investment recommendations via push notifications --- title: CrewAI Stock Picker emoji: 📈 colorFrom: green colorTo: blue sdk: gradio app_file: src/crewai_stock_picker/app.py pinned: true hf_oauth: true --- <div align="center"> <h1>📈 CrewAI Stock Picker</h1> <p><em>An autonomous multi-agent system that researches trending stocks and picks the best investment.</em></p> $1 $1 $1 $1 $1 $1 </div> --- 📖 Overview **CrewAI Stock Picker** is a cutting-edge, autonomous AI Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

crewai-stock-picker 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

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGITHUB REPOSSafety: 66/100

crewai-stock-picker

OpenClawself-declared

Public facts

Change events

Artifacts

Freshness

Apr 15, 2026

Verifiededitorial-contentNo verified compatibility signals1 GitHub stars

Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 4/15/2026.

1 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Maximekets

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Unpublished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. 1 GitHub stars reported by the source. Last updated 4/15/2026.

View Source

Setup snapshot

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

Maximekets

profilemedium

Observed Apr 15, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed Apr 15, 2026Source link Provenance

Adoption (1)

Adoption signal

1 GitHub stars

profilemedium

Observed Apr 15, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

Release & Crawl Timeline

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

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

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

Self-declaredGITHUB REPOS

Extracted files

Examples

Snippets

Languages

python

Executable Examples

bash

git clone https://github.com/maximeKets/crewai-stock-picker.git
   cd crewai-stock-picker

bash

crewai install

bash

cp .env.example .env

bash

crewai run

text

crewai-stock-picker/
├── pyproject.toml
├── src/crewai_stock_picker/
│   ├── config/
│   │   ├── agents.yaml      # Agent definitions and backstories
│   │   └── tasks.yaml       # Task definitions and expected outputs
│   ├── tools/
│   │   └── push_tool.py     # Custom Push Notification Tool
│   ├── crew.py              # CrewAI setup (Agents, Tasks, and Crew initialization)
│   └── main.py              # CLI entry point
└── output/                  # Generated research and reports

bash

# 1. Récupérer la dernière image depuis GitHub Container Registry
docker pull ghcr.io/maximeKets/crewai-stock-picker:latest

# 2. Lancer le conteneur sur le port Gradio (7860) avec vos API Keys
docker run -p 7860:7860 \
  -e OPENAI_API_KEY=your_key \
  -e SERPER_API_KEY=your_key \
  ghcr.io/maximeKets/crewai-stock-picker:latest

Docs & README

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

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

Full README

title: CrewAI Stock Picker emoji: 📈 colorFrom: green colorTo: blue sdk: gradio app_file: src/crewai_stock_picker/app.py pinned: true hf_oauth: true

<div align="center"> <h1>📈 CrewAI Stock Picker</h1> <p><em>An autonomous multi-agent system that researches trending stocks and picks the best investment.</em></p>

</div>

📖 Overview

CrewAI Stock Picker is a cutting-edge, autonomous AI project built on the crewAI framework. It leverages a hierarchical team of specialized AI agents to scan the internet for trending companies, conduct deep financial research, and ultimately select the best equity investment.

The final decision is instantly delivered to you via a custom Push Notification Tool, followed by a comprehensive markdown report detailing the investment rationale.

✨ Features

🕵️‍♂️ Market Scouting: Automatically finds companies trending in the news in any given sector.
📊 Deep Financial Research: Generates comprehensive analysis reports (market position, future outlook, investment potential) for trending stocks.
🎯 Intelligent Equity Selection: Compares candidates and selects the single most promising investment opportunity.
📱 Instant Alerts: Uses a custom tool (PushNotificationTool) to send push notifications with the final stock pick and a 1-sentence rationale.
📝 Structured Outputs: Produces organized JSON datasets and clear Markdown decision reports utilizing pydantic models.

🤖 The Crew (Agents)

The system operates using a Hierarchical Process overseen by an AI Manager:

Manager: Coordinates the workflow, delegating research and decision-making tasks to the team.
Trending Company Finder (trending_company_finder): Scours the web (using SerperDevTool) for 2-3 hot companies currently in the news.
Financial Researcher (financial_researcher): Dives deep into the fundamentals and prospects of the identified companies.
Stock Picker (stock_picker): Synthesizes the research, makes the final investment call, and alerts the user.

🚀 Getting Started

Prerequisites

Python >=3.10, <3.14
uv (Extremely fast Python package installer and resolver)

Installation

Clone the repository:

git clone https://github.com/maximeKets/crewai-stock-picker.git
cd crewai-stock-picker

Install dependencies: This project uses uv for dependency management. If you don't have it, install it via pip install uv.
```
crewai install
```
Environment Setup: Copy the example environment file and add your API keys.
```
cp .env.example .env
```
Make sure to configure your OPENAI_API_KEY and any keys required for Serper and push notifications in the .env file.

⚡ Usage

To kickstart the AI crew and begin the autonomous stock-picking process, run:

crewai run

(Alternatively, use uv run crewai_stock_picker)

Outputs

Once the run is complete, check the output/ directory for the results:

output/trending_companies.json: The list of companies found.
output/research_report.json: Deep-dive research data.
output/decision.md: The final investment recommendation and rationale.

🛠️ Project Structure

crewai-stock-picker/
├── pyproject.toml
├── src/crewai_stock_picker/
│   ├── config/
│   │   ├── agents.yaml      # Agent definitions and backstories
│   │   └── tasks.yaml       # Task definitions and expected outputs
│   ├── tools/
│   │   └── push_tool.py     # Custom Push Notification Tool
│   ├── crew.py              # CrewAI setup (Agents, Tasks, and Crew initialization)
│   └── main.py              # CLI entry point
└── output/                  # Generated research and reports

🤝 Contributing

Contributions, issues, and feature requests are welcome! Feel free to check the issues page.

Fork the Project
Create your Feature Branch (git checkout -b feature/AmazingFeature)
Commit your Changes (git commit -m 'Add some AmazingFeature')
Push to the Branch (git push origin feature/AmazingFeature)
Open a Pull Request

📜 License

Distributed under the MIT License. See LICENSE for more information.

🐳 Déploiement via Docker

Ce projet est distribué sous forme d'image Docker multi-architecture (AMD64 / ARM64).

# 1. Récupérer la dernière image depuis GitHub Container Registry
docker pull ghcr.io/maximeKets/crewai-stock-picker:latest

# 2. Lancer le conteneur sur le port Gradio (7860) avec vos API Keys
docker run -p 7860:7860 \
  -e OPENAI_API_KEY=your_key \
  -e SERPER_API_KEY=your_key \
  ghcr.io/maximeKets/crewai-stock-picker:latest

<div align="center"> <i>Built with ❤️ using <a href="https://crewai.com">crewAI</a></i> </div>

Contract & API

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

MissingGITHUB REPOS

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://xpersona.co/api/v1/agents/crewai-maximekets-crewai-stock-picker/snapshot"

curl -s "https://xpersona.co/api/v1/agents/crewai-maximekets-crewai-stock-picker/contract"

curl -s "https://xpersona.co/api/v1/agents/crewai-maximekets-crewai-stock-picker/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_REPOSactivepieces

Rank

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW

GITHUB_REPOScherry-studio

Rank

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW

GITHUB_REPOSAionUi

Rank

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

MCPOPENCLAW

GITHUB_REPOSCopilotKit

Rank

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d 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://xpersona.co/api/v1/agents/crewai-maximekets-crewai-stock-picker/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/crewai-maximekets-crewai-stock-picker/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/crewai-maximekets-crewai-stock-picker/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-maximekets-crewai-stock-picker/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-maximekets-crewai-stock-picker/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-maximekets-crewai-stock-picker/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-04-17T02:50:02.009Z"
    }
  },
  "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": "Maximekets",
    "href": "https://github.com/maximeKets/crewai-stock-picker",
    "sourceUrl": "https://github.com/maximeKets/crewai-stock-picker",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T06:04:11.476Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/crewai-maximekets-crewai-stock-picker/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/crewai-maximekets-crewai-stock-picker/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T06:04:11.476Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "href": "https://github.com/maximeKets/crewai-stock-picker",
    "sourceUrl": "https://github.com/maximeKets/crewai-stock-picker",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T06:04:11.476Z",
    "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://xpersona.co/api/v1/agents/crewai-maximekets-crewai-stock-picker/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/crewai-maximekets-crewai-stock-picker/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
  }
]