The library

shadcn · When composing multi-layer UI (settings = Tabs + Card + forms) and you need enforced rules to avoid custom styling debt.

terminal-pilot · When plain stdio is insufficient for interactive menus, prompts, or terminal UI apps like poe-code configure.

shopify-apps · When building admin UX that needs real-time product data and multi-store coordination instead of write-once APIs.

signing-tauri-apps · When distributing across app stores (Play, App Store, SmartScreen) and you need platform-specific signing without rebuilding.

forge-status · When you need a quick read of where a multi-step forge task stands without replanning.

forge-validate · When you want to validate one module without running the full forge workflow again.

simplify-code · When you want safe code quality improvements on a diff and only high-confidence, behavior-preserving changes applied.

skill-rails-upgrade · When planning a Rails major version upgrade and you need a comprehensive compatibility audit before implementation.

cargo-make-workflow · CI/CD pipelines where consistent Rust workflows must run identically across platforms without raw cargo commands.

slack-bot-builder · Production Slack integrations requiring modal workflows and event-driven interactivity where Bolt's request verification is mandatory.

promote · Converting one-off learnings into permanent project conventions that persist across sessions.

remote-mcp · Headless automation on remote Windows/Linux machines where Playwright is not available or UI automation is needed.

sync-studio · Ensuring design-system components generate from schemas without hardcoded fallbacks that would drift from source of truth.

easel · Multi-modal agent output where terminal wall-of-text would hide visual content (mockups, diffs, comparisons).

terminator-issue-reporter · Lowering friction for bug reports by auto-collecting logs and categorizing issue patterns with immediate workarounds.

sleek-design-mobile-apps · Rapid mobile design iteration without Figma or design tool expertise, integrated into agent workflows.

prompt-governance · Production teams iterating prompts safely where blind iteration would cause user-facing quality swings.

claude-skills · Reference claude-skills documentation for use cases.

playwright-pro · Complex multi-step browser automation where Firecrawl scraping is insufficient and you need DOM interaction.

commit · Automating commit creation in agent workflows where manual git commands would break the conversation flow.

moflo · AI agents that need to remember what they learned across sessions and route tasks to the right handler

sqlitecpp-coding-standards · Teams maintaining critical C++ SQLite wrappers where memory safety and API stability matter

setup-mcp-server · Setting up cross-tool MCP integrations without manual JSON editing, especially for multiple providers

tool-review · MCP server maintainers checking tool implementations before merging

mcp · AI agents that need to interact with Sui wallets and execute on-chain transactions directly

solana-dev · Deploying Solana programs when you need to iterate quickly on devnet

build-skill · Bootstrapping custom skills faster than writing from scratch

claude-code · Automating Claude Code workflows from shell or orchestration scripts

spark-optimization · Data engineers squeezing performance from Spark jobs without rewriting logic

verify · Confirming a fix actually works before committing or pushing

springboot-patterns · Java developers avoiding anti-patterns in Spring Boot microservices

springboot-security · Securing REST APIs with JWT, OAuth2, or session auth; input validation; CORS/CSRF protection.

skill · Game developers using 1Game framework for rapid game prototyping.

springboot-tdd · Spring Boot teams enforcing TDD and coverage gates before merge.

skills-installer · Multi-client environments (Cursor, Claude Code, Cline) needing skill sync.

desktop-commander-overview · Cross-turn stateful workflows: dev servers, builds, spreadsheet/doc edits, SSH operations.

springboot-verification · Pre-PR and pre-deploy gates ensuring code quality and reproducibility.

claudemesh-cli · Teams running parallel Claude Code agents with real-time state sync and job orchestration.

lint · JavaScript/TypeScript projects enforcing consistent lint rules in CI.

release-manager · Development teams needing structured release workflows and version management.

mcp-plugin · Distributed agent workflows needing cloud-backed decision tracking and telemetry.

publish-mcp · Maintaining published MCP servers with regular version releases.

supabase-core · Backend teams using Supabase as their PostgreSQL + auth + real-time platform.

report · CI/CD workflows and manual testing needing clear pass/fail documentation.

opencode-skill-creator · OpenCode users building domain-specific skills without manual SKILL.md authoring.

supabase-developer · Full-stack developers using Supabase for rapid MVP and production deployments.

cc-sdd · Spec-driven autonomous implementation with per-task review beats unstructured coding.

pty-mcp · Stateful PTY sessions with persistent context beat running isolated shell commands.

supabase-orchestrator · Routing tasks to specialist skills beats writing monolithic documentation.

debug-investigator · Systematic hypothesis-driven debugging beats random code changes.