kalshi-ai-trading-bot: The honest edge layer for Kalshi prediction markets - an agent-native toolkit that measures whether you

by ryanfrigo · MCP Server · ★ 631

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install kalshi-ai-trading-bot

git clone https://github.com/ryanfrigo/kalshi-ai-trading-bot.git

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 72/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agentic-aiai-agentsai-tradingautomated-tradingedge-measurementkalshikalshi-apillmmachine-learningmcp

Quick Facts

Stars631
Forks200
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score72/100
Open Issues10
Last Updated2026-10-24
Created2025-07-26
Platformsclaude-code, cli, mcp, python
Est. Tokens~21k

About kalshi-ai-trading-bot

Kalshi AI Trading Bot The honest edge layer for prediction-market trading. An agent-native toolkit for Kalshi whose flagship isn't "an LLM that picks trades" — it's a rigorous, settlement-grounded way to measure whether you actually have edge against the sharp Kalshi book. Most repos in this niche claim profitability and prove nothing.

Compatible Skills

These tools work well together with kalshi-ai-trading-bot for enhanced workflows:

  • astra-quant-agent — semantic(0.46)+complementary+rare_topics+same_lang+similar_pop+shared_platform (81%)
  • astra-quant-agent — semantic(0.39)+complementary+rare_topics+same_lang+similar_pop+shared_platform (79%)
  • polymarket-tennis — semantic(0.43)+complementary+rare_topics+same_lang+similar_pop+shared_platform (78%)
  • ClawForge — semantic(0.40)+complementary+shared_fw(streamlit)+rare_topics+same_lang+similar_pop+shared_platform (76%)

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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