Context Passing Strategy

Design context management for this multi-step chain:

WORKFLOW:
[Describe the workflow]

STEPS:
[List the steps]

CONTEXT STRATEGY:

WHAT CONTEXT EACH STEP NEEDS:
Step 1: [context requirements]
Step 2: [context requirements]
Step 3: [context requirements]

CONTEXT ACCUMULATION:
- What to carry forward from each step
- What to discard (token management)

CONTEXT OBJECT DESIGN:
{
  "original_input": {...},
  "step_1_result": {...},
  "step_2_result": {...},
  "metadata": {
    "started_at": "timestamp",
    "current_step": "number"
  }
}

TOKEN BUDGET:
- Total context limit
- Allocation per step
- Summarization strategy when approaching limit

IMPLEMENTATION:
- How to pass context between steps
- Where to store intermediate results