AgentSkillsCN

designing-context-injection-patterns

设计将上下文信息注入代理提示词的模式。适用于梳理系统上下文、管理上下文窗口，或优化代理的信息检索效率时使用。

SKILL.md
--- frontmatter
name: designing-context-injection-patterns
description: Designs patterns for injecting contextual information into agent prompts. Use when structuring system context, managing context windows, or optimizing information retrieval for agents.

Designing Context Injection Patterns

Quick start

Collect or infer:

  • •Agent's task domain and required knowledge
  • •Context sources (docs, user history, real-time data)
  • •Context window limits and token budget
  • •Freshness and accuracy requirements

Then produce output using TEMPLATES.md. Validate with RUBRIC.md.

Workflow

  1. •Inventory available context sources and their update frequencies
  2. •Classify context by type: static, session, query-dependent, real-time
  3. •Define retrieval triggers and selection criteria
  4. •Design context structure and ordering within the prompt
  5. •Specify compression and truncation strategies
  6. •Define fallback behavior for missing or stale context
  7. •Run the rubric check. Revise until it passes.

Degrees of freedom

  • •Medium: Context ordering and formatting may vary based on agent type
  • •Allowed variation: Specific retrieval mechanisms; chunking strategies for different content types

Failure modes to avoid

  • •Context exceeds token limits, causing truncation of critical information
  • •Stale context presented as current
  • •Irrelevant context diluting signal
  • •Missing attribution for injected content

References