hiddink-harness:analysis

Analyze project directories and dependency manifests to detect technology stacks.

1|Updated May 21, 2026
One-click install
npx skills add https://github.com/hiddink-ai/hiddink-harness --skill hiddink-harness-analysis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: hiddink-harness:analysis
Source: https://github.com/hiddink-ai/hiddink-harness/tree/main/templates/skills/analysis
Command: npx skills add https://github.com/hiddink-ai/hiddink-harness --skill hiddink-harness-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill eliminates the manual overhead of configuring AI coding agents by automatically detecting your project's tech stack and provisioning the necessary agents, skills, and rules.

Core Features & Use Cases

  • Automated Tech Stack Detection: Scans project files and dependencies to identify languages, frameworks, and infrastructure.
  • Gap Analysis: Compares your current agent setup against detected requirements to identify missing components.
  • Interactive Interview: Uses an optional guided interview to capture human-level architectural context that file scanning might miss.

Quick Start

Run the analysis skill in your project root to detect the tech stack and suggest missing agents and skills.

Frequently Asked Questions about hiddink-harness:analysis

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

FAQPage Schema
How do I automatically detect my project's tech stack for AI agent configuration?

To automatically detect your tech stack for AI agent configuration, run the analysis skill in your project root. It scans directory structures and dependency manifests to identify your underlying languages and frameworks.

What is automated AI coding agent setup and how does it work?

Automated AI coding agent setup works by scanning project files and dependencies to identify your technology stack, then comparing this against your current setup to provision missing agents, skills, and configuration files.

Can I automatically provision missing configuration files for my AI agent harness?

Yes, you can automatically provision missing configuration files. The analysis skill maps detected frameworks and languages to specific agent and skill requirements, automating the provisioning of any missing configuration files.

How do I capture architectural context that automated project file scanning might miss?

To capture architectural context that file scanning might miss, you can use the skill's optional interactive interview feature. This guided interview helps gather human-level architectural details for adaptive harness optimization.

Does the automated tech stack analysis work without any external dependencies?

Yes, the automated tech stack analysis works without external dependencies. It independently scans your project directory structures and dependency manifests to map your technology stack to required agent and skill configurations.