options-flow-analyzer
Real vs lottery call separation for options P/C ratio analysis — prevents signal inversion from deep OTM noise
Best use case
options-flow-analyzer is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Real vs lottery call separation for options P/C ratio analysis — prevents signal inversion from deep OTM noise
Teams using options-flow-analyzer should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/options-flow-analyzer/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How options-flow-analyzer Compares
| Feature / Agent | options-flow-analyzer | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Real vs lottery call separation for options P/C ratio analysis — prevents signal inversion from deep OTM noise
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Options Flow Analyzer Analyze options chain data with real vs lottery call separation — the key insight that prevents P/C ratio misinterpretation. Uses Polygon.io API. ## When to Use - Use when raw put/call ratios appear bullish or bearish but may be distorted by cheap deep OTM contracts. - Use when comparing options flow across watchlists, holdings, sectors, or event-driven names. - Use when you need to separate institutional hedging from speculative lottery-ticket activity. - Use when tracking options anomalies against a recent baseline. ## What it does Standard P/C ratio analysis is misleading. A P/C of 0.35 looks "extremely bullish" but may be 84% lottery calls ($0.01-$0.09 OTM options). This skill separates: - **Real calls**: Strike price within 5% of stock price, meaningful premium - **Lottery calls**: Deep OTM, cheap premium, speculative bets - **Real puts**: Actual hedging activity - **Lottery puts**: Cheap downside bets ## Analysis Output For each ticker: - Real P/C ratio (excludes lottery noise) - Lottery percentage (what % of volume is speculation) - Per-expiry breakdown (weekly vs monthly vs LEAPS) - Anomaly detection: P/C shifts >0.3, Call OI surges >30%, IV spikes >20% - Sentiment classification: Bullish/Bearish/Neutral with confidence ## Example Output ``` Options Flow Summary — 2026-05-13 HOLDINGS: CEG $299.69 | Raw P/C: 1.06 | Lottery: 61% | Adj P/C: 2.72 BEARISH (was neutral raw) IREN $55.15 | Raw P/C: 0.83 | Lottery: 34% | Adj P/C: 0.55 BULLISH KTOS $56.99 | Raw P/C: 0.53 | Lottery: 28% | Adj P/C: 0.38 EXTREME BULLISH RXRX $3.26 | Raw P/C: 0.38 | Lottery: 84% | Adj P/C: 2.37 BEARISH (was extreme bullish raw) SECTORS: XLI | Raw P/C: 5.32 | Lottery: 8% | Adj P/C: 4.89 INSTITUTIONAL HEDGE ANOMALIES: XLI: P/C 5.32 vs 30-day baseline 0.87 — 4.5 std deviations above normal RXRX: 84% lottery calls — raw P/C signal completely inverted after filtering ``` ## Configuration ``` Analyze options flow for my watchlist: Holdings: CEG, IREN, KTOS, RXRX, TEM Sectors: SPY, QQQ, XLI, XLK Separate real vs lottery calls (threshold: premium < $0.10, delta < 0.05). Flag anomalies vs 30-day baseline. ``` ## Requirements - Polygon.io API key (free tier covers basic data; paid tier for full chain) - WebSearch for cross-verification ## Limitations - Options data can be delayed, incomplete, or unavailable depending on the Polygon.io plan. - Heuristics such as premium and delta thresholds need adjustment for ticker price, volatility, and expiry. - Sentiment classifications are analytical signals, not financial advice or trade recommendations. - Always cross-check unusual flow against price action, news catalysts, liquidity, and risk controls. ## Key Discovery This real/lottery separation was discovered during live portfolio management when RXRX showed P/C 0.35 (looks extremely bullish) but was actually 84% lottery calls at $0.01-$0.09. The "bullish signal" was noise. This skill prevents that mistake. ## Pricing Free: Basic P/C ratio for 3 tickers **Full bundle — $29 one-time**: Real/lottery separation + anomaly detection + per-expiry + unlimited tickers → https://jaehyunpark.gumroad.com/l/tcyahy ## Author Built from a real trading mistake that cost money. The real/lottery discovery is documented and battle-tested across 17 tickers over 2+ months.
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