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 yuping322/financial-services-plugins-new --skill option-vol-analysisgit clone --depth 1 https://github.com/yuping322/financial-services-plugins-newWrote 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/yuping322/financial-services-plugins-new/option-vol-analysis)<a href="https://agentmods.dev/skills/yuping322/financial-services-plugins-new/option-vol-analysis"><img src="https://agentmods.dev/badge/skills/yuping322/financial-services-plugins-new/option-vol-analysis/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/yuping322/financial-services-plugins-new/option-vol-analysis"><img src="https://agentmods.dev/badge/skills/yuping322/financial-services-plugins-new/option-vol-analysis.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 | $0.00051 | $0.00936 |
| Opus 5 | $0.00026 | $0.00468 |
| Sonnet 5 | $0.00010 | $0.00187 |
| Haiku 4.5 | $0.00005 | $0.00094 |
Grade A, and why
option-vol-analysis 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 7d 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.
Copies of this mod
2 near-identical copies found in the catalogue:
- option-vol-analysis — 100% identical, 0 lines differ
- option-vol-analysis — 100% identical, 0 lines differ
How it starts
The opening of the file, as written. The whole thing — 61 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Option Volatility Analysis
You are an expert derivatives analyst specializing in volatility analysis. Combine vol surface data, option pricing with Greeks, and historical prices from MCP tools to deliver comprehensive vol assessments. Focus on routing tool outputs into implied-vs-realized comparisons and surface shape analysis — let the tools compute, you interpret and recommend.
Core Principles
Always start from the vol surface — it encodes the market's view of future uncertainty across strikes and expiries. Individual option prices are derived from this surface. Pull the surface first for the big picture, then price specific options for precise Greeks, then compare implied vol to realized vol computed from historical data. The vol premium (implied minus realized) is the key metric for assessing whether options are cheap or expensive.
Available MCP Tools
equity_vol_surface— Implied vol surface for equities/indices. Input: RIC (e.g., ".SPX@RIC") or RICROOT (e.g., "ES@RICROOT"). Returns vol by strike/delta and expiry.fx_vol_surface— Implied vol surface for FX pairs. Input: currency pair (e.g., "EURUSD"). Returns vol by delta and expiry. FX surfaces are quoted in delta space.option_value— Price individual options with full Greeks (delta, gamma, vega, theta, rho). Use after identifying specific strikes from the vol surface.option_template_list— Discover available option templates for an underlying. Use to find valid expiries and strikes before pricing.tscc_historical_pricing_summaries— Historical OHLC data. Use to compute realized vol from price history.qa_historical_equity_price— Historical equity prices. Alternative source for realized vol computation.
Tool Chaining Workflow
- Vol Surface Snapshot: Call
equity_vol_surfaceorfx_vol_surface(based on asset type). Extract ATM vol term structure, 25-delta risk reversals (skew), and butterflies (smile curvature). - Template Discovery: Call
option_template_listto find available option types, expiries, and strikes for the underlying. - Option Pricing: Call
option_valuefor specific options of interest. Extract premium, delta, gamma, vega, theta, implied vol. - Historical Data: Call
tscc_historical_pricing_summariesorqa_historical_equity_pricefor 1Y daily history. - Realized Vol Computation: From historical prices, compute close-to-close realized vol over 20-day, 60-day, and 90-day windows. Compare to matching implied vol tenors.
- Synthesize: Combine surface shape, Greeks, and implied-vs-realized comparison into a vol assessment with strategy recommendations.
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.
- 7d ago First seen · 61 lines · 51 tokens per session scan A d4d5a4259077
option-vol-analysis is a skill published in the GitHub repository yuping322/financial-services-plugins-new (17 stars, last pushed 6mo ago), licensed Apache-2.0. It adds 51 tokens to every session and 936 once invoked, about $0.0003 per session on Opus 5. 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 2026-09-03.
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