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scan-project

Scan codebases and map signals to Claude Code automation recommendations.

Updated Aug 23, 2026
Search Tags:#automation#codebase#hooks#subagents#mcp#claude-code#scan
One-click install
npx skills add https://github.com/jeff-hamm/ai-tools --skill scan-project-jeff-hamm
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: scan-project
Source: https://github.com/jeff-hamm/ai-tools/tree/main/src/skills/scan-project
Command: npx skills add https://github.com/jeff-hamm/ai-tools --skill scan-project-jeff-hamm

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Scan a codebase and identify Claude Code automation opportunities across MCP servers, skills, hooks, subagents, and plugins; then deliver a prioritized recommendations report tailored to the project's stack.

Core Features & Use Cases

  • Phase 1 — Scan: Collect signals from project manifests, repo layout, tooling signals, and sensitive files in a read-only pass.
  • Phase 2 — Map signals to recommendations: Translate signals into a concise list of Claude Code automations (MCP servers, skills, hooks, subagents, and plugins) with justification and scope.
  • Output: Read-only suggestions that do not modify the project; provides an actionable automation plan and rationale.

Quick Start

Run the scan-project skill on a repository to generate a prioritized automation plan.

Frequently Asked Questions about scan-project

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

FAQPage Schema
How do I identify automation opportunities in my codebase for Claude Code?▼

To identify Claude Code automation opportunities, scan a project's manifests, repo layout, and tooling signals to map them to actionable MCP servers, skills, hooks, subagents, and plugins.

Can I generate a Claude Code automation plan without modifying my project files?▼

Yes, you can generate an automation plan without modifying files because the scan operates in a read-only pass, delivering suggestions and rationale while keeping the repository untouched.

What is the best way to discover which MCP servers and subagents fit my project stack?▼

The best way to discover fitting MCP servers and subagents is to apply project signals across common stacks and artifacts, producing a prioritized mapping that justifies each automation recommendation.

How do I map project signals to Claude Code hooks and plugins?▼

Map project signals to Claude Code hooks and plugins by translating sensitive file indicators and tooling configurations into a concise, explainable list of automations with defined scope.

Does scan-project require any dependencies or external components to run?▼

No, scan-project requires no dependencies or external components to run, operating independently to analyze the repository and return a read-only workflow of automation suggestions.

When should I not use an automated codebase scan for Claude Code automations?▼

You should avoid relying solely on an automated scan when you need to execute changes directly, as the tool delegates decisional ownership to experts and only provides read-only suggestions.

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