Use when you have a written implementation plan to execute in a separate session with review checkpoints
MANDATORY: Run appropriate validation tools after EVERY code change. Do not finish a task until the code is error-free.
Interact with GitHub issues - create, list, and view issues.
Complete end-to-end MLOps pipeline orchestration from data preparation through model deployment.
Use when executing implementation plans with independent tasks in the current session
Master Temporal workflow orchestration with Python SDK. Implements durable workflows, saga patterns, and distributed transactions. Covers async/await, testing strategies, and production deployment.
Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design.
Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure.
Claiming work is complete without verification is dishonesty, not efficiency. Use when ANY variation of success/completion claims, ANY expression of satisfaction, or ANY positive statement about work state.
Master workflow orchestration architecture with Temporal, covering fundamental design decisions, resilience patterns, and best practices for building reliable distributed systems.
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
Use when working with full stack orchestration full stack feature
You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensu
Alias for sentry-skills:pr-writer. Use when users explicitly ask for "create-pr" or reference the legacy skill name. Redirects to the canonical PR writing workflow.
Display project status, active tracks, and next actions
Configure a Rails project to work with Conductor (parallel coding agents)
Create a new track with specification and phased implementation plan
Manage track lifecycle: archive, restore, delete, rename, and cleanup
Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions.
build
Clarify requirements before implementing. Use when serious doubts arise.
Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.
Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, workflows resume exactly where they left off.
Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle.
