AI Prompt Guide

소개

AI Prompt Guide eliminates the common friction points in AI projects caused by micromanaging agents with repetitive copy-pasted specs and frameworks. It achieves this by converting existing Markdown documentation into a navigable, deterministic knowledge graph that subagents can autonomously explore. This approach preserves context across compression cycles, keeps documentation, workflows, and tasks synchronized as a single system, and provides explainable context engineering, allowing agents to receive precise, task-specific information without manual intervention.

주요 기능

• Comprehensive tool suite for creating, browsing, editing, and moving documents, sections, and tasks in batches.
• Unified @reference system for precise, section-specific content loading with configurable depth and cycle detection.
• 1 GitHub stars
• Persistent audit trail that captures completion notes and next steps across sessions for continuous project tracking.
• Workflow library to surface project methodologies and task-specific playbooks without re-prompting.
• Task-driven context loading that automatically injects linked documentation, workflows, and follow-up tasks.

사용 사례

• Orchestrating AI agents for complex feature development and incremental project execution.
• Streamlining bug identification, triage, and resolution processes using guided workflows.
• Facilitating structured code refactoring and quantitative trade-off analysis by AI agents.