AgentSkillsCN

arbitrage-free-derivatives-pricing

无套利衍生品定价工作流,适用于跨资产类别的统一折现、远期构造,以及无套利估值检验。适用于在生产估值模型与定价控制框架中开展相关工作的任务。

SKILL.md
--- frontmatter
name: arbitrage-free-derivatives-pricing
description: "Arbitrage-free derivatives pricing workflows for consistent discounting, forward construction, and no-arbitrage valuation checks across asset classes. use when tasks involve production valuation models and pricing control frameworks."

Arbitrage Free Derivatives Pricing

objective

Build arbitrage-free pricing pipelines with explicit carry conventions and control-ready valuation diagnostics.

workflow

  1. define product payoff, discount curve, and forward construction rules.
  2. implement valuation equations and numerical solvers with test fixtures.
  3. run no-arbitrage checks across strikes, maturities, and structures.
  4. compare model values against market and alternative valuation methods.
  5. release only when pricing controls and reconciliations pass thresholds.

required diagnostics

  • pricing residual by product, strike, and maturity.
  • curve-consistency and forward-construction diagnostics.
  • no-arbitrage violations count and severity trends.
  • sensitivity reconciliation across greeks and finite differences.
  • daily model-versus-market control exceptions.

risk controls

  • enforce valuation tolerance thresholds per product class.
  • enforce independent price verification and signoff workflow.
  • enforce rollback to validated baseline model on control breach.

outputs

  • run python scripts/arbitrage_free_derivatives_pricing_diagnostics.py input.csv --output diagnostics.json and keep the json artifact.
  • write an implementation memo using references/arbitrage-free-derivatives-pricing-playbook.md with assumptions, tests, limits, and rollout plan.

resources

  • use scripts/arbitrage_free_derivatives_pricing_diagnostics.py for deterministic diagnostics.
  • use references/arbitrage-free-derivatives-pricing-playbook.md for the domain checklist and delivery structure.