Git & Version Control

MANDATORY when given ANY task - provides comprehensive planning workflows including requirement analysis, backend-first ordering, atomic workflow patterns, and task breakdown frameworks. A task is any ad-hoc request, JIRA ticket, GitHub issue, refactoring request, etc.

Create, validate, and improve ALPS profiles. Generate from natural language descriptions, validate existing profiles, and get improvement suggestions.

Comprehensive teaching templates and progressive disclosure patterns for PM teacher mode

Access GitHub API using gh CLI in sandboxed environment - install binary, authenticate with tokens, query repos, PRs, issues, workflow runs, and download artifacts

Debug Starwards GitHub Actions CI failures - analyze logs for ESLint/TypeScript/E2E/Docker errors, identify root causes, and apply fixes locally before pushing

Fill DOCX template forms preserving 100% original structure - logos, footers, styles, metadata. Zero-artifact insertion. Output indistinguishable from manual entry.

Build mobile-compatible Obsidian study vaults from academic materials with checkpoint workflow and QA. Battle-tested on 800KB+ projects. Works across CS, medicine, business.

Comprehensive toolkit for detecting and eliminating "AI slop" - generic, low-quality AI-generated patterns in natural language, code, and design. Use when reviewing or improving content quality, preventing generic AI patterns, cleaning up existing content, or enforcing quality standards in writing, code, or design work.

Build comprehensive, mobile-compatible Obsidian study vaults from academic course materials with checkpoint-based workflow, error pattern recognition, and quality assurance. Battle-tested patterns from 828KB/37-file projects. Works across all subjects - CS, medicine, business, self-study.

Fill DOCX template forms programmatically while preserving 100% of original structure - logos, footers, styles, metadata. Zero-artifact insertion for forms, applications, and standardized documents. Output indistinguishable from manual filling.

Git blame analysis helper for the suggest-reviewers command

Analyze OpenShift bare metal installation failures in Prow CI jobs using dev-scripts artifacts. Use for jobs with "metal" in name, for debugging Metal3/Ironic provisioning, installation, or dev-scripts setup failures. You may also use the prow-job-analyze-install-failure skill with this one.

This skill should be used when working with Graphite (gt) for stacked pull requests. Use when users mention gt commands, stack management, PR workflows, or when dealing with dependent branches. Essential for understanding stack navigation, branch relationships, and Graphite's mental model.

Jira conventions and bug templates for the OCPBUGS project

Analyze user retention and churn using survival analysis, cohort analysis, and machine learning. Calculate retention rates, build survival curves, predict churn risk, and generate retention optimization strategies. Use when working with user subscription data, membership information, or when user mentions retention, churn, survival analysis, or customer lifetime value.

Recursively extract GitHub Pull Request links from Jira issues

Detailed implementation guide for generating bug fix release notes from Jira and GitHub PRs

This skill should be used when working with GitHub CLI (gh) for pull requests, issues, releases, and GitHub automation. Use when users mention gh commands, GitHub workflows, PR operations, issue management, or GitHub API access. Essential for understanding gh's mental model, command structure, and integration with git workflows.

Generate structured 8-section validation reports with verdict (GOOD/BAD/NEEDS MAJOR WORK), strengths, critical flaws, blindspots, and concrete path forward. Use after strategic-cto-mentor has completed validation analysis and needs to produce final deliverable.

Backfill missing GitHub streak dates using the streakify.sh script. Use this when the user asks to backfill dates, fix missing streak days, or catch up on streak commits.