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Use when writing tests, creating test strategies, or building automation frameworks. Invoke for unit tests, integration tests, E2E, coverage analysis, performance testing, security testing.
Perform GitHub pull request code reviews using the gh CLI. Use when asked to review a PR, inspect PR diffs, leave inline review comments on specific lines, or produce a severity-based summary (high/me…
Guide on Git branch strategy, branch naming, and merge operations. Usage timing: creating branches, merging, Pull Requests, Git workflow issues. Keywords: branch, merge, PR, pull request, GitFlow, Git…
Use to analyze failures in GitHub pipelines or jobs.
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.
You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C
Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Comprehensive pytest testing skill for Python projects. Write efficient, maintainable tests with fixtures, parametrization, markers, mocking, and assertions. Use when: (1) Writing new tests for Python…
Batch-fix all open bugs in parallel using git worktrees. Fetches bug-type tasks in "idea" status from Transit, creates an isolated worktree per bug, and spawns parallel subagents each running the fix-…
Rapid ISE endpoint investigation and quarantine workflow - endpoint lookup, auth history, posture review, human-authorized quarantine, ServiceNow Security Incident
Expert C4 Code-level documentation specialist. Analyzes code directories to create comprehensive C4 code-level documentation including function signatures, arguments, dependencies, and code structure.
Elite code review expert specializing in modern AI-powered code
Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability
Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation.
Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes.
Automatically repair buggy code and generate comprehensive tests for Python, Java, and C++ programs. Use when users need to fix logic errors or runtime errors in functions, modules, or repositories. A…
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Reviews lyrics against a quality checklist before Suno generation. Use before generating tracks to catch rhyme, prosody, pronunciation, and structural issues.
ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its...
Create a git branch following Sentry naming conventions. Use when asked to "create a branch", "new branch", "start a branch", "make a branch", "switch to a new branch", or when starting new work on th…
Use when working with debugging toolkit smart debug
Use when working with error diagnostics smart debug