name: revops-gym
version: "0.1.0"
description: >
  A dynamic SaaS "flight simulator" where an LLM agent (the Pilot) must
  balance MRR growth against churn, burn rate, and CAC while an adversarial
  Crisis Engine (Claude) escalates pressure on the agent's weakest metric.
  Inspired by real B2B RevOps decision-making under uncertainty.
author: your-hf-username
license: MIT
theme: world-modeling
tags:
  - saas
  - revops
  - adversarial
  - multi-agent
  - business-simulation
environment:
  class: RevOpsEnv
  module: revops_gym.env
  type: Environment
server:
  port: 7860
  host: "0.0.0.0"
observation_space:
  type: dict
  fields:
    - name: mrr
      type: float
      description: Monthly Recurring Revenue in USD
    - name: cac
      type: float
      description: Customer Acquisition Cost in USD
    - name: ltv
      type: float
      description: Customer Lifetime Value in USD
    - name: churn_rate
      type: float
      description: Monthly churn rate 0-1
    - name: cash_runway
      type: float
      description: Months of runway remaining
    - name: marketing_spend
      type: float
      description: Current monthly marketing budget
    - name: support_quality
      type: float
      description: Support quality score 0-1
    - name: active_crisis
      type: string
      description: Current adversarial crisis tag or NONE
    - name: step_number
      type: int
      description: Current step in the episode
    - name: ltv_cac_ratio
      type: float
      description: LTV/CAC golden ratio
action_space:
  type: dict
  fields:
    - name: action_type
      type: string
      enum:
        - increase_marketing
        - decrease_marketing
        - hire_support
        - fire_support
        - discount_campaign
        - raise_prices
        - feature_investment
        - cut_costs
        - negotiate_contracts
        - pivot_segment
    - name: magnitude
      type: float
      description: Strength of action 0.1–1.0
reward:
  type: composite
  components:
    - name: ltv_cac_ratio
      weight: 0.35
    - name: mrr_growth
      weight: 0.30
    - name: burn_efficiency
      weight: 0.20
    - name: survival_bonus
      weight: 0.15
termination:
  conditions:
    - mrr_below_floor
    - cash_runway_zero
    - churn_above_ceiling
  max_steps: 30