Provides comprehensive project context detection and state awareness for autonomous agentic coding workflows.
This skill serves as the central intelligence layer for autonomous coding environments, enabling Claude to automatically detect the technology stack, current development phase, and team configurations. It integrates deeply with the AI Writing Guide (AIWG) framework to track project health, identify blockers, and suggest the most logical next steps based on real-time activity, git history, and existing artifacts. By maintaining a structured context object, it ensures that other specialized agents and skills remain aligned with the overall project goals, architectural standards, and SDLC requirements.
主な機能
01Real-time SDLC phase tracking from Inception through to Production state.
02Comprehensive team and agent assignment mapping for streamlined multi-agent collaboration.
03Proactive next-step recommendations and gate-readiness validation.
04Automatic technology stack and framework detection across diverse languages and architectures.
05Intelligent activity parsing from git logs, PRs, and artifact status changes.
0667 GitHub stars
ユースケース
01Automated status reporting and phase transition validation within the AIWG framework.
02Monitoring project health and identifying blockers within a multi-agent development lifecycle.
03Orienting an AI agent to a complex existing codebase to ensure context-aware code generation.
