Does this skill create merge requests automatically?

No, this skill currently operates in 'Observer Mode,' meaning it only generates analysis reports and does not modify code or create new Merge Requests.

Can I see which files were filtered out for security?

Yes, every generated report includes a security filtering record detailing any projects or paths that were excluded based on your safety policies.

How does the complexity estimation work?

Complexity is estimated as S, M, L, or XL based on the number of files affected, the number of projects involved, and whether core modules are being changed.

Can it search across multiple GitLab repositories?

Yes, the skill is specifically designed to perform smart searches across all sub-projects defined in your configuration file, enabling comprehensive cross-repo analysis.

What configuration is needed for the analyzer to work?

You must have a .issue-config.json file in your project or user directory that defines your GitLab project list and analysis parameters.

GitLab Issue Impact Analyzer

Name: GitLab Issue Impact Analyzer
Author: weiting-tw

byweiting-tw

0•

Collaboration Tools

Analyzes GitLab issues across multiple repositories to generate detailed impact reports, identify relevant code, and assess implementation complexity.

The issue-analyze skill is a powerful diagnostic tool for developers working in complex GitLab environments with multiple sub-projects. It performs deep semantic analysis on issue descriptions and discussions to extract technical keywords, then executes a three-layer search funnel across your repositories to find affected files and related merge requests. By providing a structured impact report with confidence scores and complexity estimations, it enables engineers to understand the full scope of a bug or feature request before starting development, reducing the risk of unforeseen side effects in large-scale architectures.

Key Features

01Optional GitLab integration to write detailed analysis reports directly back to issue comments

020 GitHub stars

03Observer Mode safety which ensures reports are generated without unauthorized code or branch modifications

04Cross-repository semantic search across 30+ sub-projects using a smart 3-layer funnel strategy

05Automated impact assessment with confidence levels (0-100) and complexity grading (S to XL)

06Identification of relevant historical Merge Requests and code diffs related to the issue context

Use Cases

01Conducting preliminary technical research for new features across microservices or multi-repo architectures

02Evaluating the technical scope of bug reports to prioritize developer resources and estimate timelines

03Identifying potential regression risks by surfacing related past Merge Requests and modified file paths

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add weiting-tw/gitlab-issue-skills issue-analyze

For use in Claude.ai and ChatGPT

Download Skill