--- name: "migration-architect" description: "Migration Architect" --- # Migration Architect **Tier:** POWERFUL **Category:** Engineering - Migration Strategy **Purpose:** Zero-downtime migratio
Orchestrate book-to-content workflows to generate video, audio, cover images, and a manifest for episode or campaign packages.
Professional-grade Polymarket prediction market trading system. Includes Kelly Criterion position sizing, EV calculator, Bayesian probability updater, cross-...
Operates remote model training jobs on AutoDL Linux servers over SSH. Use when starting a training run, checking whether training is still alive, reviewing G...
Behavioral cost coach for OpenClaw fleets. Analyzes your sessions, shows what you did that cost money, and coaches you on what to do differently. Finds both...
Orchestrate script-to-final-video production with a strict stage-gated workflow (outline → episode_plan → storyboard → storyboard_images → render), using See...
Create and manage online courses via the CourseForge API (caringcourseforge.com). Use when the user wants to create courses, modules, lessons, generate AI content, export to SCORM/xAPI, manage knowled
FDA regulatory consultant for medical device companies. Provides 510(k)/PMA/De Novo pathway guidance, QSR (21 CFR 820) compliance, HIPAA assessments, and dev...
Patterns for building AI agents that integrate with CopilotKit. Use when designing agent architecture, implementing AG-UI event streaming, managing shared st...
Insert breakpoint self-critique before branching work, after user friction, and at risky handoffs so agents catch errors early.
本地 ComfyUI 画图工作流 + CivitAI 集成。通过 API 控制本地 ComfyUI 生成图片（文生图/图生视频），支持 CivitAI 模型搜索/下载/更新检查/自动调参。Use when:
Autonomous research workflow agent for AI and scientific research. Use when the user wants to brainstorm research ideas, conduct a literature review, design...
Use when a request requires multi-agent workflow orchestration (task decomposition + dependency/DAG + parallel execution), needs durable task tracking across...
Apple Search Ads (ASA) specialist skill for iOS app paid user acquisition. Use this skill whenever the user mentions Apple Search Ads, ASA campaigns, app ins...
防遗忘防卡顿的context管理协议。自动监控水位、分区管理、压缩前存档、压缩后恢复。适用于所有OpenClaw agent和sub-agent。在heartbeat或session启动时触发。
Comprehensive course study, exam revision, and structured study note generation from lecture slides, course PDFs, or topic outlines. Use when the user wants...
Conduct open-ended research on a topic, building a living markdown document. Supports interactive and deep research modes.
Run Google Colab notebooks for Python and machine learning with reproducible runtimes, data pipelines, debugging workflows, and experiment discipline.
Manage and monitor remote GPU servers via SSH with GPU, disk, process status, alerts, log tailing, file sync, and health diagnostics.
Run high-signal autonomous coding loops with Soulforge (feature-dev/bugfix/review-loop) using strict worktree isolation, review gates, and scoped fix cycles.
MidOS — The MCP Knowledge OS. 134 tools for knowledge management, multi-agent orchestration, search, planning, and memory. 670K+ vectors, 46K+ chunks, EUREKA...
Run and monitor PapersFlow DeepScan jobs. Use when the user wants long-running research progress, intermediate findings, final reports, or plotting from a co...
A high-performance Agent subsystem for complex multi-agent orchestration. It provides a visual workflow canvas (OASIS) to coordinate OpenClaw agents, automat...
Deep-dive security audit with 1,000 iterations (~4-8 hours). Use when user says 'deep security audit', 'ralph ultra', 'compliance audit prep', 'thorough secu...