Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add tellmefrankie/news-engine --skill options-flow-analyzergit clone --depth 1 https://github.com/tellmefrankie/news-engineWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/tellmefrankie/news-engine/options-flow-analyzer)<a href="https://agentmods.dev/skills/tellmefrankie/news-engine/options-flow-analyzer"><img src="https://agentmods.dev/badge/skills/tellmefrankie/news-engine/options-flow-analyzer/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/tellmefrankie/news-engine/options-flow-analyzer"><img src="https://agentmods.dev/badge/skills/tellmefrankie/news-engine/options-flow-analyzer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00000 | $0.00855 |
| Opus 5.5 | $0.00000 | $0.00342 |
| Sonnet 5.5 | $0.00000 | $0.00171 |
| Haiku 4.5 | $0.00000 | $0.00085 |
Grade A, and why
options-flow-analyzer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 73 lines — stays where its author put it; the contents beside it link to each section on GitHub.
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
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)
TEM $48.46 | Raw P/C: 0.50 | Lottery: 41% | Adj P/C: 0.85 ➡️ NEUTRAL
SECTORS:
XLI | Raw P/C: 5.32 | Lottery: 8% | Adj P/C: 4.89 🔴 INSTITUTIONAL HEDGE
SPY | Raw P/C: 0.44 | Lottery: 12% | Adj P/C: 0.40 🔥 EXTREME BULLISH
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
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 73 lines · 0 tokens per session scan A e4024c8540c0
options-flow-analyzer is a skill published in the GitHub repository tellmefrankie/news-engine (1 stars, last pushed 5mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 855 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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