context engineering
Prompts tagged with "context engineering"
Write a Project Instruction File for a Coding Agent
Turns the tacit conventions of a codebase into a project instruction file (CLAUDE.md, AGENTS.md, or similar) that is short, verifiable, and actuall...
Design an Agent's Memory Across Sessions
Decides what an agent should remember between sessions, what it must forget, how memories are retrieved without flooding the context, and how stale...
Split Work Between an Orchestrator and Subagents
Decides whether a task genuinely needs multiple agents, then draws the boundaries so each subagent has an isolated context and a verifiable contrac...
Design the Tool Surface for an Agent or MCP Server
Decides which tools should exist and at what granularity, names them so the model picks correctly, and prunes the surface — because tool-selection ...
Design Retrieval That Finds the Right Thing
Designs a retrieval layer around the questions it actually has to answer — chunking, what gets indexed, filtering, reranking — and insists on evalu...
Budget an Agent's Context Window
Treats context as a budget to spend rather than a container to fill, allocating tokens across system prompt, tools, history, and retrieved content,...