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rsquaredsolutions2026

Expected Value Calculator

by rsquaredsolutions2026 · GitHub ↗ · v1.1.0 · MIT-0
cross-platform ⚠ suspicious
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Install in OpenClaw
/install agentbets-ev-calculator
Description
Calculate expected value for any sports bet or prediction market position. Supports American odds, decimal odds, implied probability, and Kalshi contract pri...
README (SKILL.md)

Expected Value Calculator

Calculate the expected value of any bet given offered odds and your estimated true probability.

When to Use

Use this skill when the user asks about:

  • Expected value of a bet
  • Whether a bet is +EV or -EV
  • Is this bet worth taking at these odds
  • Breakeven probability for given odds
  • Comparing EV across multiple bets
  • Finding the best value bets on a slate
  • How much edge they have on a line

Odds Conversion Reference

Before computing EV, convert all inputs to decimal odds:

Format Example To Decimal Odds
American (+) +150 1 + odds/100 = 2.50
American (-) -200 1 + 100/
Decimal 2.50 Already decimal
Implied Prob 40% 1/prob = 2.50
Kalshi price $0.40 1/price = 2.50

Operations

1. Single Bet EV

Calculate expected value for one bet. User must provide: odds (any format) and their estimated true probability.

python3 -c "
import sys

odds_input = sys.argv[1]
true_prob = float(sys.argv[2]) / 100 if float(sys.argv[2]) > 1 else float(sys.argv[2])

# Convert to decimal odds
if odds_input.startswith('+'):
    decimal_odds = 1 + int(odds_input) / 100
elif odds_input.startswith('-'):
    decimal_odds = 1 + 100 / abs(int(odds_input))
elif odds_input.startswith('$') or odds_input.startswith('0.'):
    price = float(odds_input.replace('$', ''))
    decimal_odds = 1 / price
else:
    decimal_odds = float(odds_input)

implied_prob = 1 / decimal_odds
ev_per_dollar = true_prob * decimal_odds - 1
edge = true_prob - implied_prob

print(f'Offered odds: {odds_input} (decimal {decimal_odds:.3f})')
print(f'Implied probability: {implied_prob:.1%}')
print(f'Your true probability: {true_prob:.1%}')
print(f'Edge: {edge:+.1%}')
print(f'EV per \$1: {ev_per_dollar:+.4f}')
print(f'EV per \$100: {ev_per_dollar * 100:+.2f}')
print(f'Verdict: {\"✅ +EV — BET\" if ev_per_dollar > 0 else \"❌ -EV — PASS\"} ')
" "ODDS" "TRUE_PROB_PERCENT"

## About

Built by [AgentBets](https://agentbets.ai) — full tutorial at [agentbets.ai/guides/openclaw-ev-calculator-skill/](https://agentbets.ai/guides/openclaw-ev-calculator-skill/).

Part of the [OpenClaw Skills series](https://agentbets.ai/guides/#openclaw-skills) for the [Agent Betting Stack](https://agentbets.ai/guides/agent-betting-stack/).
Usage Guidance
This skill appears coherent and low-risk: it runs a local python3 one-liner using only the odds and probability you pass in and does not send data elsewhere. Before installing, verify you trust the skill source (registry owner) and that python3 on the host is the expected interpreter. Be aware the script uses simple parsing and may mis-handle some input formats (e.g., '40%' or unusual odds strings); if you need broader input support or stricter validation, request an updated SKILL.md or a version that runs a small packaged script with explicit input validation. If you want extra caution, run the single python command locally yourself to confirm its behavior before enabling the skill for automated use.
Capability Analysis
Type: OpenClaw Skill Name: agentbets-ev-calculator Version: 1.1.0 The skill provides a Python-based expected value calculator for sports betting and prediction markets. While the logic in SKILL.md is aligned with its stated purpose, the recommended execution pattern (python3 -c "..." "ODDS" "TRUE_PROB_PERCENT") is vulnerable to shell injection if the AI agent populates the placeholders with unsanitized user input containing shell metacharacters. No evidence of intentional malice, data exfiltration, or persistence was found, but the lack of input sanitization in the command template constitutes a significant security vulnerability.
Capability Assessment
Purpose & Capability
Name/description, required binary (python3), and runtime instructions all align with computing expected value for bets and prediction-market positions. No unrelated credentials, binaries, or config paths are requested.
Instruction Scope
Runtime instructions are an inline python3 command that reads two command-line arguments (odds and estimated probability) and prints EV, edge, and a verdict. The instructions do not access files, environment secrets, or network endpoints. Minor implementation caveats: the script's input parsing is simplistic (e.g., percent detection uses a >1 numeric check, limited handling of formats like '40%' or other variants), which may misinterpret some inputs but is not a security issue.
Install Mechanism
No install spec; instruction-only skill. This minimizes disk writes and supply-chain risk. The only runtime requirement is python3 being available on PATH.
Credentials
No environment variables, credentials, or config paths are requested. The declared requirements match what the skill does.
Persistence & Privilege
always:false and user-invocable:true (defaults). The skill does not request persistent or elevated privileges and does not modify system or other-skill configuration.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install agentbets-ev-calculator
  3. After installation, invoke the skill by name or use /agentbets-ev-calculator
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.1.0
Add attribution links to agentbets.ai guides
v1.0.0
Initial release — AgentBets OpenClaw Skills series
Metadata
Slug agentbets-ev-calculator
Version 1.1.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 2
Frequently Asked Questions

What is Expected Value Calculator?

Calculate expected value for any sports bet or prediction market position. Supports American odds, decimal odds, implied probability, and Kalshi contract pri... It is an AI Agent Skill for Claude Code / OpenClaw, with 153 downloads so far.

How do I install Expected Value Calculator?

Run "/install agentbets-ev-calculator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Expected Value Calculator free?

Yes, Expected Value Calculator is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Expected Value Calculator support?

Expected Value Calculator is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Expected Value Calculator?

It is built and maintained by rsquaredsolutions2026 (@rsquaredsolutions2026); the current version is v1.1.0.

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