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

•

安全与测试

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

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.

主要功能

01Seamless integration with the APEX (Analyze-Plan-Execute-Elicit-Xamine) workflow

0275 built-in elicitation techniques based on the proven BMAD-METHOD

031 GitHub stars

04Context-aware code-type detection for targeted reviews (Security, API, DB, etc.)

05Comprehensive 12-category catalog covering Architecture, UX, and Concurrency

06Three execution modes: Manual selection, fully Auto-detect, or Skip

使用场景

01Identifying N+1 queries and performance bottlenecks in database migrations or ORM logic

02Ensuring security compliance and OWASP standards during authentication logic implementation

03Validating SOLID principles and architectural integrity during complex refactoring tasks

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add fusengine/agents elicitation

For use in Claude.ai and ChatGPT

Download Skill