context layering

6 articles · 15 co-occurring · 0 contradictions · 0 briefs

Discussion proposes breaking monolithic context into discrete layers (git, filesystem, shell MCP servers)

Related concepts

tool integration patterns 3 multi agent orchestration 3 context window management 3 prompt engineering 2 memory persistence 2 workflow automation 1 tool use in agents 1 tool integration architecture 1 system prompt design 1 state management 1 safety guardrails 1 prompt architecture 1 persistent context across sessions 1 permission controlled context 1 multi turn conversation management 1

Evidence chain (6 articles, showing 6)

What would a good integration with Model Context Protocol (MCP) look like · wavetermdev/waveterm · Discussion #1451 · GitHub extends

Discussion proposes breaking monolithic context into discrete layers (git, filesystem, shell MCP servers)

How I Use Claude Code: My Complete Development Workflow - Damian Galarza | Software Engineering & AI Consulting example_of

Author uses separate MCP servers for project mgmt (Linear), error tracking (Sentry), and memory, rather than monolithic context; each layer handles a specific domain

@IntuitMachine: # I. A Text That Reads Itself Into Being supports

Explicitly describes gradient from concrete examples to abstract principles as design pattern

@petergyang: My top 5 takeaways from Moritz on building a personal OS with Claude Code: example_of

The 4-layer framework (folders→tools→skills→routines) is a concrete instantiation of organizing context by stability/refresh rate. Folders are static, routines are dynamic but bounded.

In Review of “A Survey of Context Engineering for LLMs” (Mei, Yao, et al 2025) with Reference to the Prior Published “Building Superintelligence — Unified Intelligence Foundation” (UIF) & UIF Precursor Works | by Rob Smith | Medium example_of

Author explicitly discusses 'deep layered context' and context with multiple 'dimensions' and 'layers' as foundation for AI reasoning. This directly instantiates the concept of hierarchical context st

@helloiamleonie: Combining your agent's retrieval tools with Agent Skills is underrated. example_of

Demonstrates practical context layering: data context (retrieval) + capability context (skills) creating richer decision environment for agent.

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