Does this skill work with any programming language?

Yes, it is designed to analyze code types and logic patterns (like API contracts or SOLID compliance) that are applicable across most modern programming languages.

What is the BMAD-METHOD referenced in this skill?

It is a structured methodology featuring 75 specific techniques designed for eliciting high-quality software requirements and rigorous code standards.

What is the primary benefit of the Elicitation skill?

It allows AI agents to self-correct their work before final validation, reducing the need for manual revisions and improving code quality significantly.

How does the 'Auto' mode work?

In Auto mode, the skill automatically detects the type of code written—such as Security, UI, or API—and selects the most relevant review techniques to apply silently.

Can I skip the elicitation phase if I'm in a hurry?

Yes, you can use the --skip flag to bypass the self-review process and proceed directly to final sniper validation.

AI Pilot: Code Elicitation & Self-Review

Name: AI Pilot: Code Elicitation & Self-Review
Author: fusengine

byfusengine

•

Security & Testing

Empowers AI agents to self-review and correct code using 75 specialized techniques before final validation.

About

The Elicitation skill integrates the BMAD-METHOD into the Claude Code workflow, enabling expert agents to perform rigorous self-assessment and autonomous correction of their output. By identifying and fixing issues across categories like security, performance, and SOLID principles before the final validation stage, it significantly reduces technical debt and accelerates the development cycle through a structured six-step review process.

Key Features

Seamless integration with the APEX (Analyze-Plan-Execute-Elicit-Xamine) workflow
75 built-in elicitation techniques based on the proven BMAD-METHOD
1 GitHub stars
Context-aware code-type detection for targeted reviews (Security, API, DB, etc.)
Comprehensive 12-category catalog covering Architecture, UX, and Concurrency
Three execution modes: Manual selection, fully Auto-detect, or Skip

Use Cases

Identifying N+1 queries and performance bottlenecks in database migrations or ORM logic
Ensuring security compliance and OWASP standards during authentication logic implementation
Validating SOLID principles and architectural integrity during complex refactoring tasks

About

Key Features

Seamless integration with the APEX (Analyze-Plan-Execute-Elicit-Xamine) workflow
75 built-in elicitation techniques based on the proven BMAD-METHOD
1 GitHub stars
Context-aware code-type detection for targeted reviews (Security, API, DB, etc.)
Comprehensive 12-category catalog covering Architecture, UX, and Concurrency
Three execution modes: Manual selection, fully Auto-detect, or Skip

Use Cases

Identifying N+1 queries and performance bottlenecks in database migrations or ORM logic
Ensuring security compliance and OWASP standards during authentication logic implementation
Validating SOLID principles and architectural integrity during complex refactoring tasks