Optimize Context Usage

Analyzes context window usage and provides optimization recommendations based on Maximum Effective Context Window (MECW) principles.

Usage

# Analyze current session context
/optimize-context

# Analyze specific skill or directory
/optimize-context skills/my-skill

# Deep analysis with recommendations
/optimize-context --detailed

What It Does

Context Pressure Assessment: Evaluates current context utilization
MECW Compliance Check: Validates against MECW principles
Optimization Recommendations: Suggests specific improvements
Token Budget Analysis: Breaks down token usage by component

MECW Thresholds

Utilization	Status	Action
< 30%	Optimal	No action needed
30-50%	Good	Monitor growth
50-70%	Warning	Consider optimization
> 70%	Critical	Immediate action required

Examples

/optimize-context
# Output:
# Context Optimization Report
# ==========================
# Current Usage: 45% (Good)
# Estimated Tokens: 12,500
#
# Recommendations:
# - Consider extracting code examples to scripts/
# - 3 skills exceed recommended token budget

/optimize-context skills/context-optimization --detailed
# Full breakdown with per-module analysis

Integration

Works with conservation plugin skills:

context-optimization - Core MECW implementation
token-conservation - Token reduction strategies
optimizing-large-skills - Modularization patterns

Implementation

python3 ${CLAUDE_PLUGIN_ROOT}/scripts/growth_analyzer.py "${1:-.}"