run-options-forecastForecast where a stock will close at option expiration and recommend options plays. Use when the user asks for an options forecast, expected close range, CI bands, or trade ideas for a specific ticker and expiration. Produces a Breeden-Litzenberger risk-neutral density forecast (median, 50/80/95% CI
Install via ClawdBot CLI:
clawdbot install nathanpua/run-options-forecastGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://clawhub.ai/user/nathanpuaAudited Sep 7, 2026 · audit v1.0
Generated Sep 7, 2026
Trader expects a stock's earnings report to trigger a significant move. They use the options forecast to determine the expected range at expiration and identify the best options strategies to profit from the directional or volatility move.
An investor holds a large single-stock position and worries about a potential downturn. They use the forecast to set up protective puts or collars, using the CI bands to choose affordable strikes that cap downside risk.
A biotech company awaits FDA approval. A trader uses the forecast to assess the likely post-announcement stock range and selects a long call butterfly or straddle, relying on the risk-neutral probabilities to size positions.
An options seller seeks to generate income by selling iron condors on an index like SPY. They use the forecast's CI bands to choose short strikes with high probability of profit and manage risk.
Monetize by offering subscription-based access to the forecast tool with real-time data, advanced analytics, and trade alerts.
Integrate the forecast into an existing trading platform to enhance their options tools, charging a per-feature premium or a bundled price.
Use the forecast to generate trade ideas and signals, offering them as a premium research service or trade alerts, potentially with a profit-share.
💬 Integration Tip
Run the Python CLI from the skill to generate reports and parse JSON output, then feed it to downstream systems via webhooks or scheduled cron jobs.
Scored Sep 7, 2026
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