Write high-quality, maintainable tests for Java projects using modern best practices.

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Run a grouped, bisectable Go dependency security sweep on the Fission repo. Use when the user asks to upgrade outdated/vulnerable Go dependencies, run a dep security pass, or process CVE findings from govulncheck. Produces one commit per logical dependency group on a dedicated branch so failures are attributable and revertable.

Review code changes for async-signal-safety violations in KSCrash crash handlers, signal handlers, and monitor code. Verifies suspect system calls by reading the actual implementation in Apple's open-source repos on github.com/apple-oss-distributions rather than guessing. Use when the user asks to review a diff/branch/PR/file for signal safety, or before landing changes that touch signal handlers, Mach exception handlers, or anything reachable from `Sources/KSCrashRecording`, `Sources/KSCrashRecordingCore`, `Sources/KSCrashBootTimeMonitor`, or `Sources/KSCrashDiscSpaceMonitor`.

Guide evaluation of healthcare AI systems with domain-specific safety criteria, clinical accuracy rubrics, and score interpretation. Use when building or reviewing health/medical AI evaluations.

plan-design-review

project-XX-name/

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Assists with Morphir release management, including pre-release verification, changelog generation, and release coordination. Use when preparing releases, checking release readiness, or managing version bumps.

Create a draft pull request targeting develop. Auto-generates PR body from design files, GitHub issues, and/or commit history. Use when opening a PR.

Create an ADR following the project's established template at `docs/adr/TEMPLATE.md`. ADRs are the permanent record of *why* things are the way they are — they prevent re-litigating settled questions

Merge PR с pre/post проверками, sync main и cleanup. Используй при merge PR вместо ручного gh pr merge.

Full R017 verification (5+3 rounds) before commit

Iterative critique and improvement of long-form content (guidebooks, playbooks, essays). Launches parallel judge subagents for multi-dimensional critique, synthesizes findings, presents proposals for user approval. Never edits without consent.

Turns a fuzzy feature request into spec files a coding agent can implement without guessing. Different from a PRD: the audience is an agent, the currency is technical precision, and each slice is smal

Tạo git commit với message tiếng Việt theo quy tắc trong CLAUDE.md

Commit staged changes using Graphite. Checks if on trunk and creates a new branch if needed. Updates PR title and summary after each commit.

Scaffold, audit, and manage Book_Map projects.

Monitor and report on Ralph Wiggum loop progress. Provides real-time status, iteration summaries, and progress tracking via Archon state. Use to check on running or completed loops, view iteration history, and diagnose issues.

Feature-Spezifikation für RESA erstellen

Run RALPH autonomous development loop. Converts PRD markdown to prd.json and runs autonomous implementation.

Generates commit messages and creates commits. Use when writing commit messages, committing changes, or reviewing staged changes.

Pre-publish validation checklist. Use when: preparing to publish to NuGet, validating release readiness, or running the full pre-publish pipeline. Checks version drift, AI docs, build/test/publish, changelog, security versions, and doc-audit freshness.

Live Debugger - inspect runtime argument/variable values in production by placing log probes on methods. Use when asked what values a function receives, what parameters look like at runtime, or to capture live data from running services without redeploying.

Process CEO notes from docs/CEO_NOTES.md into GitHub issues, design decisions, blog topics, and sprint items. Reads raw thoughts and turns them into actionable work.

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Create phased Implementation Plans from Tech Designs, breaking features into incremental, testable phases with clear acceptance criteria.

Perform a Cynical Review and produce a findings report. Use when the user requests a critical review of something

Chuyên gia phân tích cấu trúc Class Diagram theo chuẩn dual-format (Mermaid + YAML Contract) cho PayloadCMS / MongoDB. Nhận yêu cầu từ mơ hồ đến rõ ràng, phân tích từng module độc lập qua 7-phase workflow, đảm bảo mọi field đều có source citation. KHÔNG BAO GIỜ tự bịa field mà không có source.

Apply consistent styling and layout patterns with Tailwind v4. Use when building page layouts, choosing spacing methods, implementing responsive images, or migrating Tailwind v3 classes to v4. Covers Section Compound Pattern, spacing selection, CLS-free responsive images, and v4 class changes.

Use when testing WCAG compliance, screen reader compatibility, keyboard navigation, ARIA attributes, or ensuring application is accessible to users with disabilities - focuses on a11y testing with axe and Playwright

Rust testing patterns including unit tests, integration tests, async testing, property-based testing, mocking, and coverage. Follows TDD methodology.

Extract coding conventions and generate CLAUDE.md, AGENTS.md, Cursor rules, and more — with semantic drift detection.

learn

Expert Reddit marketing specialist focused on authentic community engagement, value-driven content creation, and long-term relationship building. Masters Reddit culture navigation.

Create a changeset for package releases. Analyzes commits since the last release, determines affected packages and bump type, and generates a changeset file.

Evaluate LLM models for cost/performance ratio. Fetches current pricing and recommends optimal model for your use case. Use during project init or when optimizing costs.

Code review specialist for quality, security, and best practices

Bug Investigation

Use this skill when configuring builds, dependencies, testing, or artifact generation using Gradle.

Git workflow guidance for commits, branches, and pull requests

generate research questions based on a task, spec, or ticket

freeze

Expert in web accessibility, WCAG compliance, screen reader optimization, keyboard navigation, ARIA attributes, and inclusive design. Activates for accessibility improvements, WCAG compliance, a11y audits, and inclusive design tasks.

GTPlanner - AI PRD 生成工具

Evaluate an HLD note against linked ADRs, requirements, and architecture principles across six dimensions

Have OpenAI Codex review the current branch with documentation research. Use for second-opinion code reviews or when you want cross-AI verification.