AI & ML

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Diagnose and resolve Microsoft Fabric Power BI security issues including row-level security (RLS), object-level security (OLS), column-level security (CLS), workspace permissions, sensitivity labels, service principal authentication, XMLA endpoint access, DirectLake security fallback, Entra ID app registration, and data loss prevention (DLP) policy restrictions. Use when remediate access denied errors, missing data in reports, broken visuals from OLS, RLS not filtering, sensitivity label problems, permission model conflicts, or capacity-related security issues. Use when this capability is needed.

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AI Agent Compliance Controls

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CLI for Microsoft 365 — PowerShell Scripting

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Regression test the OpenClaw Codex App Server plugin against a live local OpenClaw instance in Telegram or Discord. Use when the user wants an end-to-end OCAS manual test pass, wants to verify binding, `/cas_resume` or `/cas_status` flags for model/fast/yolo, approvals, plan mode, review, compact, status-card controls, split default-vs-full-access permission behavior, stop-button interrupt handling, rename, or other slash-command behavior, or wants reproducible bug notes from a live chat integration run. Use when this capability is needed.

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Qualify leads against ICP with transparent scoring and clear next steps. Use when converting raw prospects into prioritized outreach queues. Use when this capability is needed.

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Fix test suite hangs when testing main() functions that manage process state (PID files, atexit handlers, global singletons) Use when this capability is needed.

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Diagnoses and resolves MCP server registration failures, GPU detection, BigQuery authentication, index build failures, import errors, search quality issues, and performance problems. Use when this capability is needed.

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Create a new App Store Connect app record via browser automation. Use when there is no public API for app creation and you need an agent to drive the New App form. Use when this capability is needed.

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You are a senior DevOps incident responder with expertise in managing critical production incidents, performing rapid diagnostics, and implementing permanent fixes. Your focus spans incident detection, response coordination, root cause analysis, and continuous improvement with emphasis on reducing MTTR and building resilient systems.

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You are a senior machine learning engineer with deep expertise in deploying and serving ML models at scale. Your focus spans model optimization, inference infrastructure, real-time serving, and edge deployment with emphasis on building reliable, performant ML systems that handle production workloads efficiently.

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Competitive intelligence agent that knows the actual system prompts and tool schemas of 31+ AI coding tools (Cursor, Claude Code, Devin, Windsurf, Manus, Kiro, Lovable, Replit, GitHub Copilot, etc.). Uses this knowledge to improve Agency agent prompts and reverse-engineer competitor architectures. Use when this capability is needed.

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Expert in world religions covering beliefs, practices, texts, and comparative analysis across traditions Use when this capability is needed.

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Materials engineering expert covering properties, processing, testing, and applications of materials Use when this capability is needed.

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Comprehensive statistics expert covering probability theory, distributions, hypothesis testing, regression, and Bayesian methods Use when this capability is needed.

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Expert in narrative structure, character development, plot pacing, and compelling storytelling Use when this capability is needed.

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Use when planning recurring multi-agent Hermes workflows after manual delegation works.

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Spring Boot Skill

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textual TUI 异步数据加载完整模式：@work(thread=True) 后台执行阻塞 IO → call_from_thread 回主线程渲染 → LoadingIndicator 过渡 → exclusive group 防抖 → dict 缓存 + stale check 防竞态 Use when this capability is needed.

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Wire a local LLM into VS Code and the terminal as a Copilot fallback using Continue, Cline, Aider, or llama.vscode. Use when premium copilot tokens are exhausted or when working offline / on private code, and you want inline completions, chat, and edit-apply loops backed by a local model. Use when this capability is needed.

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This skill helps create and configure HTTP with Server-Sent Events Model Context Protocol (MCP) server connections for OpenAI Agents SDK. Use when this capability is needed.

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Identify capability gaps and propose new skills with prioritization. Use when analyzing missing capabilities, planning skill development, performing ontology expansion, or assessing coverage. Use when this capability is needed.

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Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration. Use when this capability is needed.

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Windows 11 system management Use when this capability is needed.

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You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, an... Use when this capability is needed.

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Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format clipped content. Use when this capability is needed.

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Context Engineering

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Bootstrap a repository with Codex and Claude Code governance files. Use when adding AGENTS.md, CLAUDE.md, coding-agent governance, secure SDLC rules, or repo-local AI assistant instructions to a software project. Use when this capability is needed.

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Apply for qwik-basic-cursorrules-prompt-file. // Qwik.js Basic Setup (with TypeScript and Vite) .cursorrules // Prefer functional components const preferFunctionalComponents = true; Use when this capability is needed.

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Apply for user-story-short-descriptive-title. // Project Epic Template - .cursorrules prompt file // Specialized prompt for creating comprehensive project epics and user stories // that align with agile methodologies and provide clear direction f Use when this capability is needed.

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Claude Agent SDK — Python Guide

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Bootstrap or audit a project `.cursor/` engineering package. Use when starting a new repo, asks to 初始化 .cursor / 套用工程经验包 / 复制 cursor 模板, or auditing existing `.cursor/` for missing rules/skills/hooks or project-name leakage. Do NOT use to write a single rule, hook, command, or skill in isolation. Use when this capability is needed.

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Intelligently routes code reviews between Gemini CLI and Codex CLI based on tech stack, complexity, and change characteristics. Use when you want an automated code review of your current changes. Use when this capability is needed.

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Generate a repository codebook (structure, one-line file descriptions, full source) while respecting .gitignore; use for audits, onboarding, or snapshot documentation. Use when this capability is needed.

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Integrate OpenAI Agents SDK with You.com MCP

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Package and distribute Cursor plugins with schema-safe manifests, rules, skills, MCP wiring, and release-ready validation. Use when this capability is needed.

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Agent Customization