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manticoresoftware
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behavior-review

Generate behavior review cards from diffs, commit messages, and file changes.

33|7|Updated Sep 5, 2022
Search Tags:#code review#commit analysis#impact assessment#behavior analysis#review card generation
One-click install
npx skills add https://github.com/manticoresoftware/manticoresearch-buddy --skill behavior-review
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: behavior-review
Source: https://github.com/manticoresoftware/manticoresearch-buddy/tree/main/.ai/skills/behavior-review
Command: npx skills add https://github.com/manticoresoftware/manticoresearch-buddy --skill behavior-review

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the generation of evidence-based behavior review cards for code changes, explaining what changed, why it matters, impact radius, risk, and divergence without line-by-line code review.

Core Features & Use Cases

  • Behavioral Analysis: Analyze code changes to explain their impact on system behavior.
  • Evidence-Based Cards: Generate cards with confidence tiers based on evidence.
  • Use Case: When a developer needs to understand the implications of a code change without reviewing the code itself.

Quick Start

Run the behavior-review skill on the latest commit in the current branch to generate a review card.

Frequently Asked Questions about behavior-review

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

FAQPage Schema
How do I assess the impact of a code change without a line-by-line review?▼

Behavior review analysis automates impact assessment by evaluating diffs and commit messages to explain system behavior changes. It generates evidence-based review cards detailing risk and impact radius without requiring manual code inspection.

What is a behavior review card and how does it evaluate commit risk?▼

A behavior review card is a structured output summarizing code changes, impact radius, and divergence. It evaluates commit risk by analyzing diffs and file changes, assigning confidence tiers based on the extracted evidence.

Can I generate an automated behavior review for the latest commit in my branch?▼

Yes, you can generate an automated behavior review for the latest commit by running the analysis on the current branch. The system inspects file changes and commit messages to output a structured risk and impact assessment card.

Do I need local tools for diff analysis to run automated commit analysis?▼

Yes, local tools for diff analysis and file inspection are required to run automated commit analysis. These tools extract the necessary file changes and diffs to evaluate behavior impact and generate the review card.

When should I use behavior analysis instead of traditional code review?▼

Use behavior analysis when you need to understand the system implications of code changes without inspecting the code itself. It provides an evidence-based impact radius and risk assessment, bypassing the need for line-by-line review.

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