The library

continuous-agent-loop · Autonomous agent systems that need reliable iteration with quality controls and safe recovery from failures.

continuous-learning-v2 · Long-running development projects where patterns repeat across sessions and can be learned and reused.

conversation-memory · Multi-session projects where maintaining continuity and avoiding re-explanation is valuable.

paperzilla · Rapidly synthesizing findings from 5+ papers when manual reading is time-prohibitive.

convex · Building collaborative real-time applications when you want managed backend without writing server logic.

Vite 构建产物体积优化 · Projects with slow first-paint times needing granular bundle analysis

visualization-workflow · Publishing ENCODE or genomic analysis requiring multi-mark visualization

creative-frontend-core · Teams building scalable multi-product UI systems

creative-frontend-orchestrator · Large frontend projects with parallel design and engineering teams

crewai · Complex knowledge work requiring multi-agent collaboration and tool chains

pymoo · When you need to explore trade-offs among 2+ conflicting objectives and choose based on domain knowledge.

ce-rtd-writer · When you need consistent, searchable documentation with correct toctree integration.

rowan · Running medicinal-chemistry pipelines (pKa, docking, conformers, MD) without maintaining local HPC or GPU infrastructure.

custom-status · Specialized task requiring Custom Status expertise

design-orchestrator · Specialized task requiring Design Orchestrator expertise

design-system · Specialized task requiring Design System expertise

SwiftUI Visual Verifier · Ensuring SwiftUI interfaces render correctly across device sizes and orientations

drawio-diagrams-enhanced · Creating professional flowcharts, swimlane diagrams, BPMN, WBS, and RACI matrices in draw.io format.

planning-with-files · Generating detailed project plans, task breakdowns, and resource schedules from specifications.

planning-with-files · Multi-step tasks, research, or building projects that span many tool calls

baoyu-danger-gemini-web · High-risk creative generation tasks needing Gemini reasoning + multimodal input

baoyu-diagram · Rapid authoring of consistent dark-themed technical diagrams (arch, flow, sequence, ER, timeline)

fal-ai-media · Specialized use case detailed in body

baoyu-image-gen · Specialized use case detailed in body

ffmpeg · Specialized use case detailed in body

baoyu-markdown-to-html · Specialized use case detailed in body

file-uploads · Specialized use case detailed in body

frontend-a11y · building any interactive UI component or form.

frontend-design-direction · building or improving websites, dashboards, applications, components, landing pages, visual tools, or any web UI that needs stronger product-specific design judgment.

frontend-web-core · choosing a framework, wiring SSR-sensitive or motion code, or planning accessibility — the interlocking rules every frontend-web spoke depends on.

frontend-web-orchestrator · When building a UI but the framework choice hasn't been locked in yet

a11y-audit · When verifying WCAG 2.2 compliance on web interfaces

ab-test-setup · When quantifying feature impact before full rollout

agenthub · When you want multiple AI approaches tried in parallel with competitive evaluation.

agile-product-owner · When writing user stories, defining acceptance criteria, or planning sprints.

spec-workflow · Multi-module architecture-heavy changes requiring explicit design before coding.

gpt-image-2 · Text-to-image/i2i workflows leveraging ChatGPT subscription without separate OpenAI billing.

ui-design · Web/mini-program interfaces needing distinctive visual identity pre-code.

app-store-optimization · When launching a new app or improving visibility on App Store/Play Store with keyword-driven optimization.

apple-hig-expert · When you need authoritative compliance with Apple's 2026 design system and accessibility standards.

healthcare-cdss-patterns · When building medication safety checks that must block critical interactions and never silently fail.

healthcare-emr-patterns · When building patient encounter, clinical note, or prescription features that must prioritize practitioner efficiency and patient safety.

healthcare-orchestrator · When working on healthcare systems and need to ensure every feature follows safety and privacy guardrails.

caio-review · When evaluating any AI feature ship, multi-year vendor commitment, or AI team expansion for soundness before execution.

cloudbase-sites-runtime · When deploying Node.js, Python, or Go web apps quickly without container orchestration overhead.

hunyuan3d · When rapidly prototyping 3D assets for games, AR, product visualization, or design exploration from text or image reference.

hyperframes-cli · When scaffolding, linting, previewing, or rendering HTML video compositions for final delivery

imagen · When generating UI placeholders, documentation illustrations, or design assets during development

chief-ai-officer-advisor · Strategic AI decisions when founders/CAIOs need 3-year TCO, regulatory risk tier, and API-vs-self-hosted breakeven for each use case.

clinical-research · Use when designing a prospective clinical study before submission — selecting and classifying endpoints (primary / key-secondary / exploratory, with surrogat...