AI Workflows

Reusable AI coding workflows and focused skills a team member can install globally or per-project, in any environment: Cursor, Claude Code, and others.

What’s Included

Skills

• gh-stack – Manages stacked PRs and splits multi-part work into reviewable branches with gh stack. Covers creation, viewing, editing, push, submit, sync, rebase, merge, and checkout. See skills/gh-stack/SKILL.md.

• Report Bug – Drafts an evidence-based Jira Bug, supports consumer-owned project templates and field vocabulary with an EDM-style fallback, distinguishes Severity from triage-owned Priority, checks duplicate/regression context, supports explicitly reviewed optional attachments, works through Jira MCP, CLI, or REST capabilities, and creates the issue only after confirmation. See skills/report-bug/SKILL.md.

Workflows

• Bugfix – Systematic bug resolution: assess the report, reproduce, diagnose root cause, fix, test, review, document, and submit a PR. Supports iterative PR feedback and an unattended mode. Used in the Flight Control projects (flightctl, flightctl-ui). See bugfix/README.md.

• Docs Writer – Systematic documentation creation: gather context, plan structure, draft content, validate, apply changes, create merge request. Used in the edge-manager downstream docs project. See docs-writer/README.md.

• Triage – Bulk Jira bug triage with AI-driven categorization and interactive HTML reports. See triage/README.md.

• PRD – Requirements-to-PRD workflow: ingest requirements from Jira, clarify ambiguities through iterative Q&A, draft a Product Requirements Document, revise based on feedback, publish as a GitHub PR, and respond to reviewer comments. See prd/README.md and the PRD Guide.

• Design – Design-and-decompose workflow: ingest a PRD, draft a technical design document, decompose into Jira-ready epics and stories, revise based on feedback, publish as a GitHub PR, respond to reviewer comments, and sync epics/stories to Jira. See design/README.md.

• UI Design – UI design workflow for [UI] stories: ingest an optional UX handoff and design document, decompose into component architecture with hook design, state management, route structure, and data flow mapping, review the API surface for gaps, publish as a GitHub PR, and sync [DEV] stories for backend work to Jira. See ui-design/README.md.