How does the coverage score work?

The skill assigns points based on the presence of key directories and files, such as .claude/commands/ (20 pts), specs/ (15 pts), and adws/ (25 pts), for a total possible score of 100.

Does this skill modify my source code?

No, the Agentic Layer Auditor is an analytical tool that uses Read, Grep, and Glob permissions to inspect project structure and provide a report without making changes.

What is the agentic layer?

The agentic layer consists of the tools, templates, and scripts (like commands, hooks, and workflows) that allow AI agents to operate autonomously and effectively within your codebase.

Why should I target a 50% agentic time?

Shifting the majority of development effort to the agentic layer means the AI handles the bulk of repetitive implementation and testing, allowing human developers to focus on high-level architecture and creative problem-solving.

What are Agentic Dynamic Workflows (ADWs)?

ADWs are specialized scripts that orchestrate complex, multi-step tasks, such as agent execution, gateway scripts, and composed workflows that the AI can trigger.

Agentic Layer Auditor

Name: Agentic Layer Auditor
Author: melodic-software

bymelodic-software

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生産性とワークフロー

Audits codebases to evaluate agentic layer maturity, identify automation gaps, and measure progress toward high-efficiency AI-assisted development.

The Agentic Layer Auditor is a specialized diagnostic skill designed to help developers transition from traditional manual coding to a high-leverage agentic workflow. By systematically scanning for key architectural components such as command templates, specifications, Agentic Dynamic Workflows (ADWs), and lifecycle hooks, it provides a comprehensive maturity score and a prioritized roadmap for improvement. This skill is essential for teams looking to maximize Claude's effectiveness by formalizing their automation primitives, reducing manual overhead, and ensuring their codebase is optimized for autonomous agent interaction.

主な機能

011 GitHub stars

02Evaluates Agentic Dynamic Workflow (ADW) implementation and orchestration

03Generates a detailed coverage report with a 100-point maturity score

04Detects anti-patterns where application-layer work dominates development time

05Identifies specific investment opportunities to increase automation ROI

06Scans for essential agentic primitives like command templates and lifecycle hooks

ユースケース

01Assessing a legacy codebase for AI-readiness and automation potential

02Benchmarking team progress toward a 50%+ agentic time development goal

03Planning architectural upgrades to support autonomous agentic workflows

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add melodic-software/claude-code-plugins agentic-layer-audit

For use in Claude.ai and ChatGPT

Download Skill