recogardtech/autopilotpm/research

Claude Code and agent skill by recogardtech/autopilotpm

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Research prediction markets - base rates, resolution rules, historical data

Install

npx vskill@latest install recogardtech/autopilotpm/research

SKILL.md

The same SKILL.md was published earlier as alsk1992/cloddsbot/research.

Research Skill

Help users research markets with base rates, resolution criteria, and historical analogies.

Commands

Base Rate Lookup
/baserate incumbent senators losing
/baserate fed rate cuts when inflation below 3%
/baserate supreme court overturning precedent
Resolution Rules
/resolution [market-id]
Historical Analogs
/history similar to "Trump 2028"

Research Areas

Political Markets
  • Incumbent win rates by office type
  • Primary prediction accuracy
  • Polling vs outcome correlations
  • Electoral college patterns
Economic Markets
  • Fed rate decision patterns
  • Recession indicator accuracy
  • Inflation forecast track records
  • Employment report surprises
Sports/Events
  • Historical upset frequencies
  • Weather event base rates
  • Award show prediction accuracy

Examples

User: "What's the base rate for Senate incumbents losing?" → Historical analysis: 8.2% since 1980 → Key factors: approval rating, scandals, wave elections

User: "How does the market usually resolve for Fed meetings?" → Explain FOMC resolution criteria → Show historical price action around announcements

User: "Has a market like this been wrong before?" → Find similar historical markets → Show when market consensus missed

Output Format

🔬 BASE RATE ANALYSIS
Query: Senate incumbent losing reelection
Historical Rate: 8.2% (47/572 since 1980)
Key Factors:
• Approval < 45%: 23% lose
• Major scandal: 31% lose
• Wave election (opposite party): 15% lose
• First-term incumbent: 12% lose
Relevant Markets:
• Ted Cruz 2024: 52¢ (current)
• Jon Tester 2024: 38¢ (current)
Sources: FEC data, Cook Political Report

Security

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