auto-context

Load and synthesize project context files before AI actions.

11|4|Updated Feb 9, 2026
One-click install
npx skills add https://github.com/wpank/ai --skill auto-context
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: auto-context
Source: https://github.com/wpank/ai/tree/main/skills/meta/auto-context
Command: npx skills add https://github.com/wpank/ai --skill auto-context

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill ensures the AI operates with complete situational awareness by automatically loading relevant project context before any major action, preventing wasted effort and misaligned implementations.

Core Features & Use Cases

  • Proactive Context Loading: Automatically reads critical project files like TODO.md, roadmap.md, and handoffs before tasks begin.
  • Staleness Detection: Flags outdated files to ensure decisions are based on current information.
  • Use Case: When you start a new coding task, this skill will automatically load your project's roadmap, current task plan, and recent changelog, so you have all the necessary background information without needing to ask.

Quick Start

Use the auto-context skill to load all relevant project context before starting a new task.

Frequently Asked Questions about auto-context

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I load project context files automatically before coding tasks?

You can automatically load project context by using a proactive awareness protocol that reads files like TODO.md, roadmap.md, and handoff notes before AI actions begin. This ensures the AI operates with full situational awareness without manual prompts.

How does AI detect stale project documentation during context loading?

Stale project documentation is detected by checking file modification dates during the context loading process. The system flags outdated files to ensure AI decisions are based on the most current information available.

What is proactive situational awareness for AI agents?

Proactive situational awareness is a protocol that automatically loads and synthesizes project context files before AI actions. It prioritizes context loading based on task criticality to prevent wasted effort and misaligned implementations.

Do I need specific dependencies to automatically load TODO.md and roadmap files?

No specific dependencies are required to automatically load TODO.md, roadmap.md, and task plans. The skill operates independently using scripts to synthesize project context based on file modification dates.

What is the best way to prevent misaligned AI implementations in project management?

The best way to prevent misaligned implementations is to automatically load relevant project context before tasks begin. Synthesizing critical files like handoff notes and roadmaps ensures AI actions align with current project goals.