How should openbb-cli-tools-openclaw-skill 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

openbb-cli-tools-openclaw-skill answer-first brief

OpenBB Stock Data Skill 📈 --- name: openbb description: Raw financial data retrieval via OpenBB SDK: realtime quotes, historical prices, financial statements, ratios, dividends, earnings dates, analyst estimates, insider trades, technical indicators. Use when: 'get price of AAPL', 'P/E ratio', 'dividend history', 'balance sheet', 'analyst targets', 'revenue numbers', 'financial data'. NOT for scoring/analysis (use equity-research). NOT for ne Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/24/2026.

Freshness

Last checked 2/24/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

openbb-cli-tools-openclaw-skill is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 100/100

openbb-cli-tools-openclaw-skill

OpenClawself-declared

Public facts

Change events

Artifacts

Freshness

Feb 24, 2026

Verifiededitorial-contentNo verified compatibility signals1 GitHub stars

Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/24/2026.

1 GitHub starsSchema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 24, 2026

Vendor

Kesslerio

Artifacts

Benchmarks

Last release

Unpublished

Executive Summary

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

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/24/2026.

View Source

Setup snapshot

git clone https://github.com/kesslerio/openbb-cli-tools-openclaw-skill.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

Kesslerio

profilemedium

Observed Feb 24, 2026Source link Provenance

Compatibility (2)

Protocol compatibility

OpenClaw

contractmedium

Observed Feb 24, 2026Source link Provenance

Auth modes

api_key

contracthigh

Observed Feb 24, 2026Source link Provenance

Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh

Observed Feb 24, 2026Source link Provenance

Adoption (1)

Adoption signal

1 GitHub stars

profilemedium

Observed Feb 24, 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 OPENCLEW

Extracted files

Examples

Snippets

Languages

typescript

Parameters

Executable Examples

bash

# Get current quote
<skill>/scripts/openbb-quote AAPL

# Get key ratios
<skill>/scripts/openbb-ratios AAPL

bash

# openbb-quote supports multiple tickers
<skill>/scripts/openbb-quote AAPL MSFT GOOGL

bash

# Default is yfinance (free), can specify fmp/intrinio
<skill>/scripts/openbb-quote AAPL fmp

bash

# Income statement, 5 years
<skill>/scripts/openbb-financials AAPL income 5

# Cash flow statement, 3 years  
<skill>/scripts/openbb-financials AAPL cash 3

bash

# Run a routine file through OpenBB CLI
<skill>/scripts/openbb-cli-fallback --file ./my-routine.openbb

bash

# Per-command
<skill>/scripts/openbb-quote 7203.T fmp

# Global override for batch queries
export OPENBB_DEFAULT_PROVIDER=fmp
<skill>/scripts/openbb-quote 7203.T
<skill>/scripts/openbb-ratios 2330.TW

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

name: openbb description: Raw financial data retrieval via OpenBB SDK: realtime quotes, historical prices, financial statements, ratios, dividends, earnings dates, analyst estimates, insider trades, technical indicators. Use when: 'get price of AAPL', 'P/E ratio', 'dividend history', 'balance sheet', 'analyst targets', 'revenue numbers', 'financial data'. NOT for scoring/analysis (use equity-research). NOT for news summaries (use finance-news). metadata: {"openclaw":{"emoji":"📈","requires":{"bins":["jq"],"env":[]}}}

OpenBB Stock Data Skill 📈

Fetch stock market data using OpenBB SDK CLI wrappers. All output is JSON.

Quick Reference

| Command | Description | Example | |---------|-------------|---------| | openbb-quote | Current price, OHLCV (multi-ticker) | openbb-quote AAPL | | openbb-get-quote | Current price (single ticker) | openbb-get-quote AAPL | | openbb-ratios | P/E, margins, ROE, debt | openbb-ratios MSFT | | openbb-financials | Income/cash flow statements | openbb-financials GOOGL income 5 | | openbb-growth-profile | Revenue/earnings growth | openbb-growth-profile NVDA | | openbb-dividend | Yield, history, safety | openbb-dividend JNJ | | openbb-estimates | Analyst targets, recommendations | openbb-estimates TSLA | | openbb-earnings | Next earnings + EPS history | openbb-earnings AMZN | | openbb-quality | Quality score (0-10) | openbb-quality META | | openbb-valuation | Fair value estimates | openbb-valuation NFLX | | openbb-volatility | Beta, Sharpe, drawdown | openbb-volatility AMD | | openbb-technicals | SMA 50/200, cross signals | openbb-technicals SPY | | openbb-historical | Price returns (1y/3y/5y) | openbb-historical AAPL 1y | | openbb-metrics | Key valuation multiples | openbb-metrics COST | | openbb-ev-ntm | EV/NTM revenue | openbb-ev-ntm CRM | | openbb-profile | Company info | openbb-profile DIS | | openbb-ownership | Institutional ownership | openbb-ownership AAPL | | openbb-cli-fallback | Raw OpenBB CLI passthrough for uncovered cases | openbb-cli-fallback --help |

Command Selection Policy

Use wrapper scripts first (openbb-quote, openbb-ratios, etc.).
Use openbb-cli-fallback only if wrappers do not cover the requested endpoint/workflow.
Treat CLI output as non-stable text output unless you explicitly control the routine and output format.

Usage Patterns

Single Stock Query

# Get current quote
<skill>/scripts/openbb-quote AAPL

# Get key ratios
<skill>/scripts/openbb-ratios AAPL

Multiple Tickers

# openbb-quote supports multiple tickers
<skill>/scripts/openbb-quote AAPL MSFT GOOGL

Specify Provider

# Default is yfinance (free), can specify fmp/intrinio
<skill>/scripts/openbb-quote AAPL fmp

Financial Statements

# Income statement, 5 years
<skill>/scripts/openbb-financials AAPL income 5

# Cash flow statement, 3 years  
<skill>/scripts/openbb-financials AAPL cash 3

CLI Fallback (Uncovered Endpoints)

# Run a routine file through OpenBB CLI
<skill>/scripts/openbb-cli-fallback --file ./my-routine.openbb

Data Providers

Provider Selection

All scripts respect the OPENBB_DEFAULT_PROVIDER environment variable. Resolution order:

CLI argument (e.g., openbb-ratios AAPL fmp) — highest priority
OPENBB_DEFAULT_PROVIDER env var — global override
yfinance — default fallback (free, no API key)

Most scripts accept an optional [provider] CLI argument; openbb-financials and openbb-historical currently rely on OPENBB_DEFAULT_PROVIDER only.

yfinance (Default - Free, No API Key)

All tools use yfinance by default. Works for quotes, financials, ratios, dividends, estimates, technicals.

FMP (Optional - Enhanced Data)

Some tools benefit from FMP for additional data:

| Tool | Without FMP | With FMP | |------|-------------|----------| | openbb-earnings | Next earnings date only | + Historical EPS with beat/miss | | openbb-ownership | Falls back to intrinio/sec | Full institutional data | | openbb-estimates | yfinance consensus | Enhanced estimates |

Setup FMP (optional):

Sign up at financialmodelingprep.com
Set environment variable: export FMP_API_KEY="your_key"

See FMP pricing for tier details.

Asian Market Tickers (.T, .TW, .HK)

yfinance supports Asian exchange tickers but can be slow (~9s per call). Use OPENBB_DEFAULT_PROVIDER or per-command provider arg for better latency:

# Per-command
<skill>/scripts/openbb-quote 7203.T fmp

# Global override for batch queries
export OPENBB_DEFAULT_PROVIDER=fmp
<skill>/scripts/openbb-quote 7203.T
<skill>/scripts/openbb-ratios 2330.TW

Output Formatting

All scripts output JSON. When presenting to users:

For chat channels: Summarize key metrics in natural language, e.g.:

AAPL is trading at $259.48 (+0.46%). P/E: 32.9, Dividend yield: 0.4%. Analysts rate it a BUY with average target $291 (+12% upside).

For detailed analysis: Format as markdown table or structured list.

Common Workflows

Quick Stock Check

User: "How's Apple doing?"

<skill>/scripts/openbb-quote AAPL
<skill>/scripts/openbb-ratios AAPL

Dividend Analysis

User: "Is JNJ a good dividend stock?"

<skill>/scripts/openbb-dividend JNJ
<skill>/scripts/openbb-financials JNJ cash 3  # Check FCF coverage

Earnings Preview

User: "When does GOOGL report earnings?"

<skill>/scripts/openbb-earnings GOOGL
<skill>/scripts/openbb-estimates GOOGL

Valuation Check

User: "Is NVDA overvalued?"

<skill>/scripts/openbb-valuation NVDA
<skill>/scripts/openbb-ratios NVDA
<skill>/scripts/openbb-growth-profile NVDA

Requirements

Python 3.11+ with OpenBB SDK (pip install openbb)
jq (used by openbb-quote for multi-ticker support)
NixOS: Scripts handle LD_LIBRARY_PATH automatically

Troubleshooting

"No such file" errors: Ensure OpenBB venv exists at /home/art/.local/venvs/openbb/

Empty results: Some endpoints need paid FMP subscription. Check the "Data Providers" section.

Timeout: Some queries are slow on first run (SDK initialization). Retry usually works.

Need an endpoint not covered by wrappers: Use openbb-cli-fallback --file <routine.openbb> as temporary fallback, then add a dedicated wrapper for repeat usage.

OpenBB build lock contention (.build.lock):

openbb-quote now retries automatically with exponential backoff when another OpenBB process is building extensions.
Tune behavior with environment variables:
- OPENBB_RETRY_MAX_ATTEMPTS (default: 6)
- OPENBB_RETRY_BASE_DELAY_SEC (default: 2)

Contract & API

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

Verifiedcapability-contract

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

ready

Auth

api_key

Streaming

Data region

global

Protocol support

OpenClaw: self-declared

Requires: openclew, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.

Trust confidence is not low and verification freshness is acceptable.

Invocation examples

curl -s "https://xpersona.co/api/v1/agents/kesslerio-openbb-cli-tools-openclaw-skill/snapshot"

curl -s "https://xpersona.co/api/v1/agents/kesslerio-openbb-cli-tools-openclaw-skill/contract"

curl -s "https://xpersona.co/api/v1/agents/kesslerio-openbb-cli-tools-openclaw-skill/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

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 5d 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": "ready",
  "authModes": [
    "api_key"
  ],
  "requires": [
    "openclew",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/kesslerio/openbb-cli-tools-openclaw-skill#input",
  "outputSchemaRef": "https://github.com/kesslerio/openbb-cli-tools-openclaw-skill#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:44:08.614Z",
  "sourceUpdatedAt": "2026-02-24T19:44:08.614Z",
  "freshnessSeconds": 4428282
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/kesslerio-openbb-cli-tools-openclaw-skill/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/kesslerio-openbb-cli-tools-openclaw-skill/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/kesslerio-openbb-cli-tools-openclaw-skill/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/kesslerio-openbb-cli-tools-openclaw-skill/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/kesslerio-openbb-cli-tools-openclaw-skill/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/kesslerio-openbb-cli-tools-openclaw-skill/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T01:48:50.674Z"
    }
  },
  "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": "specify",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "be",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "multiple",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "asian",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:specify|supported|profile capability:be|supported|profile capability:multiple|supported|profile capability:asian|supported|profile"
}

Facts JSON

[
  {
    "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": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/kesslerio-openbb-cli-tools-openclaw-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/kesslerio-openbb-cli-tools-openclaw-skill/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:44:08.614Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "api_key",
    "href": "https://xpersona.co/api/v1/agents/kesslerio-openbb-cli-tools-openclaw-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/kesslerio-openbb-cli-tools-openclaw-skill/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:44:08.614Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/kesslerio/openbb-cli-tools-openclaw-skill#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/kesslerio-openbb-cli-tools-openclaw-skill/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:44:08.614Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Kesslerio",
    "href": "https://github.com/kesslerio/openbb-cli-tools-openclaw-skill",
    "sourceUrl": "https://github.com/kesslerio/openbb-cli-tools-openclaw-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "href": "https://github.com/kesslerio/openbb-cli-tools-openclaw-skill",
    "sourceUrl": "https://github.com/kesslerio/openbb-cli-tools-openclaw-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/kesslerio-openbb-cli-tools-openclaw-skill/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/kesslerio-openbb-cli-tools-openclaw-skill/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
  }
]