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 Use when the user asks to upgrade outdated/vulnerable Go dependencies, run a dep security pass, or process CVE findings from govulncheck.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

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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.

Full R017 verification (5+3 rounds) before commit

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.

여러 채용공고를 일괄 처리합니다.

Scaffold, audit, and manage Book_Map projects.

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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.

Activates when writing code against upstream contracts. Ensures implementation stays within module boundaries and escalates design gaps instead of silently fixing them.

Feature-Spezifikation für RESA erstellen

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.

Sync a task file to GitHub Issues. Auto-detects **create** (`issue: null`) vs **update** (`issue` set).

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.

Navigate and understand the innozverse repository structure, file organization, naming conventions, and module boundaries. Use when creating new files, organizing code, or understanding where to add features.

Evaluate AI platform responses against official content availability. Pure URL string matching — checks whether each platform's response cites any official URL listed in `questions.json`. Final status

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Legal compliance enforcement for LGPD, LAI, Marco Civil da Internet, and security standards. Use when handling personal data, creating privacy-related features, or configuring security.

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

notes-processor

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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

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

Smart contract and secure API contract security analysis — invariant checking, access control, reentrancy, and integer overflow patterns. Implements Checks-Effects-Interactions pattern, formal invariant verification, and OpenSCV vulnerability taxonomy for Solidity/EVM and Rust/Solana contracts.

Use when studying academic papers in the Obsidian vault — user reads a converted markdown paper under private/papers/, discusses it through Keshav's three-pass framework with LLM assistance, and wants annotations added as callouts. Also use when organizing paper notes into PARA topic files.

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

design-system

Code review specialist for quality, security, and best practices

Weekly experiment tracking loop for MD Home Care. Scans content changes, measures traffic impact via PostHog and GSC, and makes keep/iterate/revert decisions with lag-adjusted attribution.

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Bug Investigation

Git workflow guidance for commits, branches, and pull requests

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.

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Quickly assemble a temporary AI Agent team for a task. Automatically selects the best members from .claude/agents/.