How does this help with agentic development?

It identifies new features, orchestration patterns, and developer experience innovations that can make AI agents more efficient and capable.

When is the best time to run an ecosystem scan?

It is most effective during the Discovery phase of a project or when deciding whether to adopt a new architectural pattern.

Does it monitor competitors?

Yes, it surveys other agentic frameworks to identify their strengths and compare them against PAS, ensuring your project remains competitive.

What is the primary purpose of the Ecosystem Scan skill?

It researches current Claude Code capabilities and external market trends to identify actionable development opportunities for the PAS framework.

Ecosystem Scan

Name: Ecosystem Scan
Author: ZoranSpirkovski

byZoranSpirkovski

0•

データサイエンスとML

Analyzes Claude Code capabilities and agentic framework trends to identify strategic development opportunities for the PAS ecosystem.

The Ecosystem Scan skill is designed for developers and analysts working within the Process-Agent-System (PAS) framework to maintain a competitive edge in the rapidly evolving AI landscape. It systematically researches the latest Claude Code updates, benchmarks competing agentic orchestration frameworks, and identifies emerging industry trends. By synthesizing these findings into structured opportunity reports, it helps teams decide when to adopt new patterns, leverage fresh API capabilities, or mitigate risks associated with deprecated features during the project discovery phase.

主な機能

010 GitHub stars

02Tracks latest Claude Code API changes and feature updates

03Evaluates technical risks and dependencies within the PAS ecosystem

04Generates structured opportunity reports with ranked priorities

05Identifies emerging AI patterns and community standards

06Benchmarks competing agentic workflow and orchestration frameworks

ユースケース

01Conducting technical discovery for new AI agent development projects

02Identifying underutilized Claude Code features to enhance system capabilities

03Benchmarking PAS against other frameworks like LangGraph or CrewAI

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add zoranspirkovski/pas ecosystem-scan

For use in Claude.ai and ChatGPT