Tools

PyTorch CUDA environment and performance guidance, with emphasis on CUDA 13 toolkit/driver requirements, PyTorch wheel compatibility, and runtime checks. Use when configuring PyTorch on NVIDIA GPUs, debugging CUDA setup, or migrating to CUDA 13; triggers: pytorch cuda, cuda 13, driver version, nvcc, torch.version.cuda, tf32, streams.

Optimizes token usage and context management for large tasks, cleanup operations, multi-step workflows, code audits, and complex agent operations. Automatically triggers when handling cleanup commands, large codebase analysis, multi-file operations, or tasks requiring multiple subagents. Enforces efficient context usage while maintaining quality results.

Use when building or working with Mastra agents - establishes best practices for agent development, tool creation, and workflow orchestration

HestAI workflow phase execution including D0→D1→D2→D3→B0→B1→B2→B3→B4→B5 sequence, agent assignments per phase, phase transition validation, and deliverable requirements. Use when starting new phase, determining next steps, or validating phase completion.

Solo RPG mechanical tools for dice rolling, tarot draws, oracles, name generation, character/location/memory management, and story retrieval. Use when the user asks to roll dice, draw tarot cards, consult oracles, generate names, load characters or locations, track memories, or pull from story collections during RPG sessions.

Bump project versions across configs, docs, and changelog using git-workspace-review context.

Transforms stock news into hilarious entertainment scripts using internet memes and slang. Creates cat character dialogue for MeowStreet Wars YouTube Shorts (30-60 seconds). Emphasizes humor, accessibility, and viral potential.

Apply the complete CURV Tools design system to all visual outputs - dashboards, reports, HTML artifacts, and data visualizations. Includes exact colors from production tools (rgb(3, 12, 27) dark background, rgb(157, 78, 221) purple accent), glassmorphic effects, gradient borders, header/footer templates, and animation patterns used in GL Decoder and SQPR Analyser.

Validates API contracts by discovering consumers and ensuring responses match their expectations. Detects breaking changes.

Use when bumping versions for releases (PATCH, MINOR, MAJOR) - manages semantic versioning with multi-file consistency, git tags, changelog generation, and GitHub releases following SemVer 2.0

Use when the user asks to "refactor shell script", "fix bash style", "apply Google style guide to shell", "review shell script style", "format bash script", or when writing, reviewing, or refactoring shell/bash scripts. Provides Google Shell Style Guide rules for formatting, quoting, naming, control flow, and common anti-patterns.

Find notes edited around the same time as a given note. Triggers on "concurrent notes", "edited around same time", "what else was I working on", "contemporaneous".

Use when you want to resume the semantic search file watcher after pausing it

Generates Conventional Commits messages, then commits changes. Use when the user says "commit", "git commit", or asks to commit changes, wants to create a commit, or when work is complete and ready to commit.

Generate DHEP Behavioral Insights & Evaluation (BIE) proposals with engagementtriage, activity classification, and single-design proposal generation. Supportscausal evaluation, HEOR, digital strategy, AI governance, and training programs.

Standard 5-phase workflow for most development tasks - bugs, small features, refactors (30-60 min)

Detroit-style BDD開発フロー。シナリオテストをメインに据え、振る舞い駆動でテストを設計する。

Use when you want to capture project-specific patterns as reusable skills - generates custom skills based on codebase patterns, common workflows, and team conventions discovered during analysis. Creates skills for patterns, testing, deployment, debugging, and setup. Do NOT use for generic skills that would work across any project - those belong in popkit core, not project-specific generation.

Defines target browser versions for CSS autoprefixing and JavaScript transpilation. Generates .browserslistrc configuration file.

Guide for Git operations including commits, branches, rebasing, conflict resolution, and following Git best practices and conventional commits