Does it integrate with Git?

Yes, it parses the git log, active branches, and commit history to provide real-time context on recent activity and open pull requests.

Can it track my project's progress through different phases?

Yes, it monitors AIWG planning directories and artifact metadata to determine if the project is in the Inception, Elaboration, Construction, Transition, or Production phase.

Is it compatible with monorepo structures?

Yes, the skill includes specific detection heuristics for monorepos using tools like Turbo, Lerna, or workspace configurations.

How does this help with multi-agent coordination?

It maintains a centralized context object that defines team roles and agent assignments, ensuring all autonomous agents are aligned on ownership and responsibilities.

How does this skill detect the project's technology stack?

It analyzes key project indicators and manifest files such as package.json, requirements.txt, or go.mod to identify languages, frameworks, and build tools automatically.

Project Context Awareness

Name: Project Context Awareness
Author: jmagly

byjmagly

•

生産性とワークフロー

Provides comprehensive project context detection and state awareness for autonomous agentic coding workflows.

概要

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

Real-time SDLC phase tracking from Inception through to Production state.
Comprehensive team and agent assignment mapping for streamlined multi-agent collaboration.
Proactive next-step recommendations and gate-readiness validation.
Automatic technology stack and framework detection across diverse languages and architectures.
Intelligent activity parsing from git logs, PRs, and artifact status changes.
67 GitHub stars

ユースケース

Automated status reporting and phase transition validation within the AIWG framework.
Monitoring project health and identifying blockers within a multi-agent development lifecycle.
Orienting an AI agent to a complex existing codebase to ensure context-aware code generation.

概要

主な機能

Real-time SDLC phase tracking from Inception through to Production state.
Comprehensive team and agent assignment mapping for streamlined multi-agent collaboration.
Proactive next-step recommendations and gate-readiness validation.
Automatic technology stack and framework detection across diverse languages and architectures.
Intelligent activity parsing from git logs, PRs, and artifact status changes.
67 GitHub stars

ユースケース

Automated status reporting and phase transition validation within the AIWG framework.
Monitoring project health and identifying blockers within a multi-agent development lifecycle.
Orienting an AI agent to a complex existing codebase to ensure context-aware code generation.