AgentSkillsCN

context_editing_guide

管理上下文窗口、令牌优化与长对话的总结策略。

SKILL.md
--- frontmatter
name: context_editing_guide
description: Managing context window, token optimization, summarization strategies for long conversations.

Context Editing Skill

When to Use

  • •Questions about managing long conversations
  • •Token cost concerns
  • •"Context window filling up"
  • •"Claude forgets earlier messages"
  • •"How to handle 20+ turn conversations"
  • •Summarization and compression strategies

Key Feature: Context Editing

Context Editing lets you intelligently manage what stays in Claude's context window.

Core Capabilities

  1. •Summarization: Compress older turns while preserving meaning
  2. •Fact Extraction: Pull out key facts to persistent storage
  3. •Selective Retention: Keep important messages verbatim
  4. •Dynamic Management: Adjust context based on conversation flow

Recommended Pattern for Long Conversations

code
Turns 1-5:    Keep verbatim (recent context)
Turns 6-15:   Summarize (compressed context)
Persistent:   Extracted facts (always present)

Token Savings

  • •Typical reduction: 60-70% for conversations over 20 turns
  • •Better user experience: Claude "remembers" key facts
  • •Cost savings scale with conversation length

Response Guidelines

  1. •Identify the problem: Long conversations? Token costs? Lost context?
  2. •Explain the pattern: Verbatim + Summarized + Persistent
  3. •Give specific numbers: 60-70% savings, turn thresholds
  4. •Offer to dive deeper: Architecture details if they want