prompts

Overview ¶

Package prompts registers MCP prompt templates that generate AI-optimized summaries, reviews, reports, and assessments from GitLab project, group, and cross-project data.

The package includes project prompts for merge requests, pipelines, branches, release notes, and health checks; cross-project prompts that aggregate global Merge Requests and Issues API data; team, analytics, audit, milestone, label, and project-report prompts; and shared helper functions used by those prompt handlers.

Prompt Families ¶

The prompt catalog is organized around common GitLab workflows:

• Code review, merge request risk, and reviewer suggestions.
• Release notes, project health, pipeline status, and branch cleanup.
• Cross-project issue and merge request triage.
• Team activity, analytics, audit, milestone, and label reports.

Register adds every prompt template to an MCP server. Prompt handlers use shared helpers in this package to keep GitLab API access, pagination, and Markdown assembly consistent across prompt families.