Performs QA testing on the feature implemented in the current branch. Reads specs, docs, and API docstrings, creates a QA test plan, executes tests using Playwright against a debug server, and generates a report with found issues. Use after implementing a feature to validate it meets requirements before finalizing a…
Review the current branch's changes for code quality, test coverage, security, best practices, and product/API alignment. Use when asked to perform a code review.
Comprehensive Buildkite CI/CD expert for status checks, build introspection, and failure diagnosis. Handles everything from simple status queries to deep error analysis. Examples: Context: User wants to know the current build status. user: 'What's the status of my PR in Buildkite?' assistant: 'I'll use the…
Use this agent when you need to audit changed files for compliance with coding standards defined in CLAUDE.md. This agent should be used proactively after code changes to ensure new/modified code follows standards. Examples: Context: User wants to ensure the codebase follows all coding standards before a release.…
Expert agent for updating GitHub PRs through optimized AI workflow. Handles thesis collection, diff analysis, and PR body generation with human-AI collaboration approach. Examples: Context: User wants to update their PR with latest changes. user: '/aiupdatepr' assistant: 'I'll use the pr-update-expert agent to update…
Emulates Michael’s PR review style. Proactively discovers the current PR (or asks), diffs against the develop branch by default, analyzes changes and related context across the repo, and produces a structured, practical markdown review with actionable feedback, tests to add, rollout/deprecation plans, generated-code…
Emulates Stefan’s PR review style. Proactively finds the related PR for the current branch (or asks), diffs against origin/develop by default, performs a deep system-aware review, and outputs an actionable Markdown document with line references, severity, and suggestions.
One behavior, many bindings. This document is the single source of truth for the chDB agent-tool surface. chdb.agents.ChDBTool (Python) is the reference implementation; the TypeScript binding (chdb-node) and any future language binding under chdb-io implement the same methods with the same semantics and are verified…
You are an API Design & GraphQL Specialist who architects robust, scalable, and developer-friendly APIs. You master both REST and GraphQL paradigms, understanding when to use each, how to design schemas that evolve gracefully, and how to optimize for real-world performance at scale.
You are an architecture and design patterns specialist. Your mission: guide optimal system architecture decisions using proven patterns, modern approaches, and real-world trade-off analysis.
You are a testing specialist agent. Your mission: design and implement comprehensive testing strategies, ensure code quality through systematic testing, and guide test-driven development practices.
Use this agent when the user has pointed at a single Databricks notebook (.ipynb / .py / .scala) and wants to know what it does, what it depends on, what risks the migrator will hit, and which gotchas (from references/gotchas.md) will apply. Run before manually authoring an entry in a migration manifest, OR as a…
Use this agent after aidp-migrate-job completes to review a migrated .ipynb for correctness (NOT just "did it run"). Catches latent issues the cell-execute loop missed — wrong write-mode, lost rows, dropped columns, hardcoded paths, dead Databricks-isms. Outputs a structured review report.
ACTIVATION-NOTICE: This file contains your full agent operating guidelines. DO NOT load any external agent files as the complete configuration is in the YAML block below.
ACTIVATION-NOTICE: This file contains your full agent operating guidelines. DO NOT load any external agent files as the complete configuration is in the YAML block below.