Tag: token-efficiency

Type: All Skills Tools
Tags: mcp automation llm cli code-review unity typescript genomics game-development bioinformatics debugging documentation cloudbase ai-agents agentic-workflow devops llm-agent workflow-automation encode code-analysis
skill ★ 61

Three-Layer Memory Retrieval Skill

Implements a hierarchical three-layer workflow for token-efficient retrieval of historical project context, decisions, and error logs. It enables progressive querying from lightweight search indices to temporal timelines and detailed conten…

aitytech/agentkits-memory memory-retrieval context-management agentic-workflow token-efficiency
skill ★ 300

Curating minimal LLM context rules

This skill provides a workflow for creating optimised context descriptor rules by selecting the minimal set of full and excerpted files required for a task. It enables developers to reduce LLM noise and token usage through precise file filt…

cyberchitta/llm-context.py llm-context context-management token-efficiency codebase-analysis