Install
$ agentstack add skill-tellmefrankie-ai-investment-skills-options-flow-analyzer ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
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.
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
Configuration
Analyze options flow for: AAPL, NVDA, TSLA, AMZN
Separate real vs lottery calls.
Show per-expiry breakdown.
Flag any anomalies in the last 24 hours.
Requirements
- Polygon.io API key (free tier covers basic data; paid tier for full chain)
- WebSearch for cross-verification
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 + all other skills → 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.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: tellmefrankie
- Source: tellmefrankie/ai-investment-skills
- License: MIT
- Homepage: https://jaehyunpark.gumroad.com/l/tcyahy
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.