Code Review
Automated code review and analysis
single-cell-preprocessing-with-omicverse
by Starlitnightly
Walk through omicverse's single-cell preprocessing tutorials to QC PBMC3k data, normalise counts, detect HVGs, and run PCA/embedding pipelines on CPU, CPUâGPU mixed, or GPU stacks.
pull-request
by MoonshotAI
Create and submit a GitHub Pull Request.
agentation
by benjitaylor
Add Agentation visual feedback toolbar to a Next.js project
review-command-implementation
by ruby-git
"Verifies a command class follows the Git::Commands::Base architecture contract and contains no duplicated execution behavior. Use after implementing or modifying a command class."
release-management
by ruby-git
"Prepares and publishes new releases of the ruby-git gem including version bumps, changelog updates, tagging, and gem publishing. Use when preparing a release or checking release readiness."
review-arguments-dsl
by ruby-git
"Audits a command class's arguments DSL definition to verify it accurately maps Ruby call arguments to git CLI arguments in the correct order with correct DSL methods and modifiers."
breaking-change-analysis
by ruby-git
"Assesses the impact of API changes before implementation to understand what code would break and plan appropriate migration paths. Use when removing methods, changing interfaces, or planning deprecations."
review-backward-compatibility
by ruby-git
"Audits Git::Lib methods for backward compatibility after commands are moved to Git::Commands::* classes. Use to verify that migrated commands maintain their existing public API."
review-command-yard-documentation
by ruby-git
"Verifies YARD documentation for command classes is complete, accurate, and aligned with the Git::Commands::Base pattern. Use to audit documentation quality for commands."
rspec-unit-testing-standards
by ruby-git
"Defines RSpec unit testing rules for this project covering structure, naming, setup patterns, stubbing, doubles, coverage, and test reliability. Use when writing, reviewing, or auditing RSpec specs under spec/unit/."
ci-cd-troubleshooting
by ruby-git
"Diagnoses and fixes CI/CD failures in GitHub Actions workflows. Use when CI is failing on a PR, builds are broken, or tests pass locally but fail in CI."
reviewing-skills
by ruby-git
'Audits Agent Skills for quality, discoverability, and adherence to best practices. Use when reviewing a skill, checking skill quality, auditing skill descriptions, or validating skill structure before committing.'
development-workflow
by ruby-git
"Follows a strict Test-Driven Development (TDD) workflow with four phases: triage, prepare, execute, and finalize. Use for bug fixes, feature implementation, refactoring, and maintenance tasks."
pull-request-review
by ruby-git
"Reviews pull requests against project standards and posts review comments via the gh CLI. Use when reviewing PRs, checking coding standards compliance, or performing approval reviews."
review-cross-command-consistency
by ruby-git
"Compares sibling command classes for consistent structure, documentation, testing, and exit-status conventions under the Base architecture. Use for cross-command audits."
lint
by RediSearch
Check code quality and formatting before committing changes. Use this to verify your changes meet our coding standards.
check-rust-coverage
by RediSearch
Check which Rust lines are not covered by Rust tests. Use this when you developed new Rust code and want to ensure it is tested.
analyze-rust-ffi-crate-surface
by RediSearch
Determine which parts of the C codebase use Rust-defined C symbols. Use this when you want to understand which C code files may be impacted by changes to a Rust FFI crate.
review-rust-docs
by RediSearch
Review the documentation of a Rust crate to ensure it meets our requirements and standards. Use this when you have done changes to Rust code.
dart-analyze
by dartsim
"DART Analyze: analyze repository evidence without editing"
dart-review-pr
by dartsim
"DART Review PR: review a PR or address review feedback"
dart-model-upgrade
by dartsim
"DART Model Upgrade: audit and update DART AI infrastructure for model or coding-agent upgrades, including named models, reasoning modes, migrations, compatibility reviews, and visual simulation-debugging evaluations"
dart-contribute
by dartsim
"DART Contribute: branching, PRs, review workflow, and dual-PR bugfixes"
dart-verify-sim
by dartsim
"DART Verify Sim: text-first and visual checks for 3D scenes and physics (metrics, scene dump, trajectories, headless render, image verdict/golden)"