AgentSkillsCN

rtp-ao-optimizer

在受控约束与统计验证门限下优化RTP与AO目标。在调整赔付结构、功能频率，或模式搭配时使用此技能；在评估收敛性时使用此技能；并在准备目标合规性的签核证据时使用此技能。

SKILL.md
--- frontmatter
name: rtp-ao-optimizer
description: Optimize RTP and AO targets under controlled constraints and statistical validation gates. Use when tuning payout structures, feature rates, or mode mixes; evaluating convergence; and preparing sign-off evidence for target compliance.

RTP AO Optimizer

Use this skill to tune RTP/AO targets with bounded changes and statistical validation.

Workflow

  1. •Define scope and constraints.
  • •Define target vector, tolerance bands, and hard safety constraints.
  • •Capture objective metrics, bounds, and release blockers.
  1. •Design implementation plan.
  • •Design lever-adjustment strategy and run-budget policy.
  • •Keep ownership and dependency boundaries explicit.
  1. •Execute and iterate.
  • •Implement in small, traceable increments.
  • •Record run/build context for reproducibility.
  1. •Validate contract integrity.
  • •Validate final metrics, confidence stability, and guardrail compliance.
  • •Treat contract breaches as blockers.
  1. •Prepare handoff.
  • •Deliver final parameter diff, metric table, and sign-off decision.
  • •Include exact commands and acceptance criteria.

Output Contract

Return:

  1. •Context: goals, assumptions, constraints.
  2. •Validation: pass/fail checks and key deltas.
  3. •Changes: concrete file-level updates.
  4. •Commands: commands and expected outputs.
  5. •Risks: unresolved issues and limits.

References

  • •references/workflow.md: detailed execution flow.
  • •references/checklist.md: sign-off checklist.

Execution Rules

  • •Keep decisions measurable and reversible.
  • •Keep validation criteria explicit before iteration.
  • •Flag non-convergence and hard-constraint breaches as blockers.