Github ReposUpdated 9h agoRank 70
AionUi
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!
MCPOPENCLAW
Crawler Summary
trending-stock-picker-agent answer-first brief
An AI-powered stock picker agent built with CrewAI that identifies and analyzes trending stocks Stock Picker Crew A CrewAI project that searches current market news, researches trending companies in a target sector, and chooses one company as an investment candidate. The default run focuses on the semiconductor & AI infrastructure sector. It writes structured intermediate outputs and a final decision report under output/. What It Does The crew runs three main steps: 1. Find 2-3 trending public companies in the Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Freshness
Last checked 10/9/2026
Best For
trending-stock-picker-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
Agent DossierGITHUB REPOSSafety: 66/100
trending-stock-picker-agent
An AI-powered stock picker agent built with CrewAI that identifies and analyzes trending stocks Stock Picker Crew A CrewAI project that searches current market news, researches trending companies in a target sector, and chooses one company as an investment candidate. The default run focuses on the semiconductor & AI infrastructure sector. It writes structured intermediate outputs and a final decision report under output/. What It Does The crew runs three main steps: 1. Find 2-3 trending public companies in the
OpenClawself-declared
Public facts
4
Change events
1
Artifacts
0
Freshness
Oct 9, 2026
Verifiededitorial-contentNo verified compatibility signals
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Trust evidence available
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Oct 9, 2026
Vendor
Kumarsantosh3914
Artifacts
0
Benchmarks
0
Last release
Unpublished
Executive Summary
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
- 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.
Vendor (1)
Vendor
Kumarsantosh3914
profilemedium
Compatibility (1)
Protocol compatibility
OpenClaw
contractmedium
Security (1)
Handshake status
UNKNOWN
trustmedium
Integration (1)
Crawlable docs
6 indexed pages on the official domain
search_documentmedium
Release & Crawl Timeline
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Artifacts Archive
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
python
Executable Examples
text
. |-- src/stock_picker/ | |-- config/ | | |-- agents.yaml | | `-- tasks.yaml | |-- tools/ | | |-- format_output.py | | `-- push_tool.py | |-- crew.py | `-- main.py |-- knowledge/ | `-- user_preference.txt |-- output/ | |-- decision.md | |-- research_report.json | `-- trending_companies.json |-- pyproject.toml `-- uv.lock
yaml
llm: groq/llama-3.3-70b-versatile
bash
uv sync
bash
crewai install
env
GROQ_API_KEY=your_groq_api_key SERPER_API_KEY=your_serper_api_key # Required for the default OpenAI memory embedder. OPENAI_API_KEY=your_openai_api_key # Optional overrides. MODEL=groq/llama-3.3-70b-versatile MEMORY_LLM=gpt-4o-mini OPENAI_EMBEDDING_MODEL=text-embedding-3-small # Optional real push notifications. PUSHOVER_USER=your_pushover_user_key PUSHOVER_TOKEN=your_pushover_app_token
bash
crewai run
Docs & README
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB REPOS
Editorial quality
ready
An AI-powered stock picker agent built with CrewAI that identifies and analyzes trending stocks Stock Picker Crew A CrewAI project that searches current market news, researches trending companies in a target sector, and chooses one company as an investment candidate. The default run focuses on the semiconductor & AI infrastructure sector. It writes structured intermediate outputs and a final decision report under output/. What It Does The crew runs three main steps: 1. Find 2-3 trending public companies in the
Full README
Stock Picker Crew
A CrewAI project that searches current market news, researches trending companies in a target sector, and chooses one company as an investment candidate.
The default run focuses on the semiconductor & AI infrastructure sector. It writes structured intermediate outputs and a final decision report under output/.
What It Does
The crew runs three main steps:
- Find 2-3 trending public companies in the configured sector.
- Research each company using recent web results.
- Pick the strongest investment candidate, send a short notification, and write a final report.
The crew uses a hierarchical process with a manager agent that delegates to:
trending_company_finder: finds companies currently trending in the news.financial_researcher: researches market position, outlook, and investment potential.stock_picker: selects the best candidate and sends a notification.
Project Structure
.
|-- src/stock_picker/
| |-- config/
| | |-- agents.yaml
| | `-- tasks.yaml
| |-- tools/
| | |-- format_output.py
| | `-- push_tool.py
| |-- crew.py
| `-- main.py
|-- knowledge/
| `-- user_preference.txt
|-- output/
| |-- decision.md
| |-- research_report.json
| `-- trending_companies.json
|-- pyproject.toml
`-- uv.lock
Requirements
- Python
>=3.10,<3.14 uv- CrewAI dependencies from
pyproject.toml - API keys for the configured LLM/search providers
The current agent configuration uses Groq models:
llm: groq/llama-3.3-70b-versatile
Setup
Install dependencies from the project root:
uv sync
Or use the CrewAI installer:
crewai install
Create a .env file in the project root:
GROQ_API_KEY=your_groq_api_key
SERPER_API_KEY=your_serper_api_key
# Required for the default OpenAI memory embedder.
OPENAI_API_KEY=your_openai_api_key
# Optional overrides.
MODEL=groq/llama-3.3-70b-versatile
MEMORY_LLM=gpt-4o-mini
OPENAI_EMBEDDING_MODEL=text-embedding-3-small
# Optional real push notifications.
PUSHOVER_USER=your_pushover_user_key
PUSHOVER_TOKEN=your_pushover_app_token
If PUSHOVER_USER and PUSHOVER_TOKEN are not set, the push notification tool logs the message to the console instead.
Run
From the project root:
crewai run
You can also run the package entry point:
uv run stock_picker
The default inputs are defined in src/stock_picker/main.py:
inputs = {
"sector": "semiconductor & AI infrastructure",
"current_date": str(datetime.now()),
}
Outputs
Each run writes:
output/trending_companies.json: structured list of companies found in recent news.output/research_report.json: structured research on the selected companies.output/decision.md: final stock pick and rationale.
The crew also uses local memory storage in memory/ to avoid repeatedly picking the same companies.
Customization
Common changes:
- Change the target sector in
src/stock_picker/main.py. - Update agent roles, goals, backstories, or models in
src/stock_picker/config/agents.yaml. - Update task instructions and output files in
src/stock_picker/config/tasks.yaml. - Change notification behavior in
src/stock_picker/tools/push_tool.py. - Change structured output formatting in
src/stock_picker/tools/format_output.py.
Useful Commands
uv sync
crewai run
crewai test
crewai train -n 5 -f training.json
crewai replay -t <task_id>
crewai reset-memories -a
Notes
This project is for research and workflow automation. The generated stock pick is not financial advice. Review the underlying research and consult a qualified financial professional before making investment decisions.
Contract & API
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
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-kumarsantosh3914-trending-stock-picker-agent/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-kumarsantosh3914-trending-stock-picker-agent/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-kumarsantosh3914-trending-stock-picker-agent/trust"
Reliability & Benchmarks
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
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.
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.
Github ReposUpdated 6mo agoRank 70
activepieces
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
OPENCLAW
Github ReposUpdated 6mo agoRank 70
cherry-studio
AI productivity studio with smart chat, autonomous agents, and 300+ assistants.
MCPOPENCLAW
Github ReposUpdated 7mo agoRank 70
CopilotKit
The Frontend for Agents & Generative UI. React + Angular
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-kumarsantosh3914-trending-stock-picker-agent/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-kumarsantosh3914-trending-stock-picker-agent/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-kumarsantosh3914-trending-stock-picker-agent/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-kumarsantosh3914-trending-stock-picker-agent/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-kumarsantosh3914-trending-stock-picker-agent/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-kumarsantosh3914-trending-stock-picker-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": "2026-10-10T04:19:07.626Z"
}
},
"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": "Kumarsantosh3914",
"href": "https://github.com/kumarsantosh3914/trending-stock-picker-agent",
"sourceUrl": "https://github.com/kumarsantosh3914/trending-stock-picker-agent",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T21:21:35.442Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/crewai-kumarsantosh3914-trending-stock-picker-agent/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-kumarsantosh3914-trending-stock-picker-agent/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-09T21:21:35.442Z",
"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-kumarsantosh3914-trending-stock-picker-agent/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-kumarsantosh3914-trending-stock-picker-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
}
]