AgentSkillsCN

managing-cache-and-optimization

在管理Shannon CLI性能和成本时使用——检查缓存统计、清除过时条目、设置预算、理解自动模型选择和成本优化

SKILL.md
--- frontmatter
name: managing-cache-and-optimization
description: Use when managing Shannon CLI performance and costs - check cache statistics, clear stale entries, set budgets, understand automatic model selection and cost optimization

Managing Cache and Optimization

Overview

Shannon CLI provides automatic caching and cost optimization across all operations.

Cache Management

Check statistics:

bash
shannon cache stats

Shows: Hit rate, size, savings (USD and time)

Clear cache:

bash
shannon cache clear         # All caches
shannon cache clear --type analysis  # Just analysis cache

Cache layers (3 tiers):

  • •Analysis: 7-day TTL
  • •Command: 30-day TTL
  • •MCP: Indefinite

Performance targets:

  • •Hit rate: >60% (good), >80% (excellent)
  • •Cache speed: <500ms
  • •Size: <500MB total

Cost Optimization

Set budget:

bash
shannon budget set 10.00  # $10 limit
shannon budget status     # Check spending

Automatic model selection:

  • •Simple tasks → haiku (cheapest)
  • •Complex tasks → sonnet (balanced)
  • •Auto-selected per complexity

View optimization:

bash
shannon optimize

Shows: Potential savings, model recommendations

Quick Reference

CommandPurpose
cache statsView hit rates and savings
cache clearClear stale entries
budget set NSet spending limit
budget statusCheck remaining budget
optimizeView cost-saving suggestions

When to Clear Cache

  • •After Shannon Framework updates
  • •Cache size >400MB
  • •Hit rate <40% (stale entries)
  • •Debugging cache-related issues