Mega Context Manager
When to Use
- User says manage context or task matches this capability
- User says too much context or task matches this capability
- User says chunk document or task matches this capability
- User says context budget or task matches this capability
Workflow
- Measure token estimate of inputs.
- If over budget: chunk, summarize chunks, index.
- Retrieve relevant chunks per subtask only.
- Drop stale chunks after task completion.
Integrations
semantic-memory-managerpredictive-cache-managerpersistent-memory-bridge
Error Handling
| Failure | Response |
|---|---|
| Retrieval miss | Expand query; include adjacent chunks. |
Gotchas
- Summaries lose detail; keep raw chunks for citation.
Example
Input: User request matching triggers above. Output: Structured result per workflow with integrations invoked as needed.