mega-context-manager

name	mega-context-manager
description	Manages large context windows via chunking, summarization, and retrieval. Us efor long documents or user says manage context, too much context. Use when theuser needs this capability. Triggers: manage context, too much context, c hunkdocument, context budget.
version	1.1.0
author	Stijnman
license	MIT
metadata	{"grok":{"tags":["manage context","too much context","chunk document","context budget"],"related_skills":["semantic-memory-manager","predictive-cache-manager","persistent-memory-bridge"]}}
compatibility	Grok agent; optional MCP and shell access

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

1. Measure token estimate of inputs.
2. If over budget: chunk, summarize chunks, index.
3. Retrieve relevant chunks per subtask only.
4. Drop stale chunks after task completion.

Integrations

• semantic-memory-manager
• predictive-cache-manager
• persistent-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.