龙明
龙明

Agent上下文交付与压缩29篇

2026-08-31 01:47:19

上下文是 agent 的命脉:窗口塞什么、什么时候压缩、交付物怎么传递,直接决定长任务的质量。这组 29 篇从压缩策略、分级记忆、上下文注入讲到大文件处理和跨会话交接,Claude Code 的 compaction 机制等一线实现也有拆解。每篇附适用场景,做长时任务、多轮对话或多 agent 协作前,建议把这组当检查清单过一遍。
Harness Engineering
Harness Engineering
OpenAIAgent工程
Effective Context Engineering
Effective Context Engineering
Anthropic上下文工程
Compaction — Claude API Docs
Compaction — Claude API Docs
Anthropic上下文压缩
microsoft/LLMLingua
microsoft/LLMLingua
微软提示压缩开源
Prompt Caching — Claude API Do
Prompt Caching — Claude API Do
Anthropic提示缓存
Autonomous Context Compression
Autonomous Context Compression
LangChain上下文压缩
Active Context Compression: Au
Active Context Compression: Au
arXiv论文上下文压缩
mksglu/context-mode
mksglu/context-mode
GitHub上下文管理
Making Agent-Friendly Pages wi
Making Agent-Friendly Pages wi
Vercel内容协商
A-RAG: Scaling Agentic Retriev
A-RAG: Scaling Agentic Retriev
arXiv论文检索增强
LLM Readiness Harness: Evaluat
LLM Readiness Harness: Evaluat
arXiv论文评估
ByteRover: Agent-Native Memory
ByteRover: Agent-Native Memory
arXiv论文Agent记忆
Claude Code Compaction: How Co
Claude Code Compaction: How Co
Claude上下文压缩
Mibayy/token-savior
Mibayy/token-savior
GitHubtoken管理
mindfold-ai/Trellis
mindfold-ai/Trellis
GitHub上下文工程
volcengine/OpenViking
volcengine/OpenViking
火山引擎开源
google-labs-code/design.md
google-labs-code/design.md
Google开源设计文档
DeusData/codebase-memory-mcp
DeusData/codebase-memory-mcp
GitHubMCP代码库记忆
strukto-ai/mirage
strukto-ai/mirage
GitHub上下文工程
dirac-run/dirac
dirac-run/dirac
GitHubAgent框架
MinishLab/semble
MinishLab/semble
GitHub开源
hoangnb24/harness-experimental
hoangnb24/harness-experimental
GitHub实验项目
chopratejas/headroom
chopratejas/headroom
GitHub上下文优化
upstash/context7
upstash/context7
GitHub文档上下文MCP
Context Pruning for Coding Age
Context Pruning for Coding Age
arXiv论文上下文裁剪
langchain-ai/openwiki
langchain-ai/openwiki
LangChain开源知识库
alexisfox7/PRO-LONG
alexisfox7/PRO-LONG
GitHub长上下文
NanoNets/Graft
NanoNets/Graft
GitHub上下文管理
Kaelio/ktx
Kaelio/ktx
GitHub上下文工具

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