Update repository AGENTS.md for Option B (Tauri v2 + React/TypeScript desktop local-first) with executable commands, guardrails, and security/permission rules; creates backups and can add nested AGENTS.md.
Bridge between Claude Code and OpenAI Codex CLI - generates AGENTS.md from CLAUDE.md, provides Codex CLI execution helpers, and enables seamless interoperability between both tools
Use when generating boilerplate code, __init__.py files, or test scaffolds. Provides scripts that generate consistent, convention-following code.
Three.js asset loading - GLTF, textures, images, models, async patterns. Use when loading 3D models, textures, HDR environments, or managing loading progress.
Tutorial for debugging CUDA crashes using API logging
Concurrency with Effect.all, forEach concurrency, Fiber lifecycle, race and timeouts. Use for parallelizing tasks safely.
MUST BE USED for code review. Use PROACTIVELY when /review command is invoked or after any code changes to check correctness, architecture, and security.
Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions, for precision medicine and genotype-guided dosing decisions.
Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
Diagnose and fix CI/CD pipeline failures, test errors, GitHub Actions issues, and code scanning alerts. Use when: - CI pipeline fails (red build) - GitHub Actions workflow errors - Test failures in CI (Vitest, Playwright) - TypeScript/lint errors blocking builds - GitHub notifications about failed checks - "CI is red" or "build failed" or "tests failing" - Supabase/OpenAPI type generation failures - Pre-commit hook failures - GitHub Code Scanning alerts (CodeQL) - Security vulnerabilities in code - /security/code-scanning alerts Triggers: "fix ci", "ci failed", "build broken", "tests failing in ci", "github actions error", "pipeline red", "check failed", "code scanning", "codeql", "security alert", "vulnerability"
TDDワークフローを強制し、テストファースト開発を支援します。新機能実装時に自動起動し、Red-Green-Refactorサイクルを確実に実行します。
Production-ready reinforcement learning algorithms (PPO, SAC, DQN, TD3, DDPG, A2C) with scikit-learn-like API. Use for standard RL experiments, quick prototyping, and well-documented algorithm implementations. Best for single-agent RL with Gymnasium environments. For high-performance parallel training, multi-agent systems, or custom vectorized environments, use pufferlib instead.
Complete guide for building beautiful apps with Expo Router. Covers fundamentals, styling, components, navigation, animations, patterns, and native tabs.
Use when improving run configuration, seeding, and reproducibility for Python research code.
Use when adding formatting, linting, and type checking to Python research code.
**Version:** 0.1.0
[23] UNDERSTAND. Consult external AI models when internal sources are exhausted. Build quality prompts using Prompt150 formula (Context + Query + Method + Style). Use when Loop150 exhausts internal sources, need real-world precedents, confidence <75%, or require reasoning from specialized AI models.
Risk-based testing, verification, and CI/CD quality gating. Use when asked to test or verify changes, create test plans, review CI/CD workflows, or assess release readiness.
SQL migrations and stored procedures management in the tools bounded context. Trigger: Creating migrations, procedures, functions, triggers, or sequences for PostgreSQL.
Review documentation changes for compliance with the Metabase writing style guide. Use when reviewing pull requests, files, or diffs containing documentation markdown files.