Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states.

Cloud infrastructure and DevOps workflow covering AWS, Azure, GCP, Kubernetes, Terraform, CI/CD, monitoring, and cloud-native development.

Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing GitOps practices.

Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create repos, manage local cache, or run compute jobs on HF infrastructure. Covers authentication, file transfers, repository creation, cache operations, and cloud compute.

Design and implement a complete ML pipeline for: $ARGUMENTS

Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations

Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support

Manual-only skill for minimizing total codebase size. Only activate when explicitly requested by user. Measures success by final code amount, not effort. Bias toward deletion.

Transform learning content (like YouTube transcripts, articles, tutorials) into actionable implementation plans using the Ship-Learn-Next framework. Use when user wants to turn advice, lessons, or educational content into concrete action steps, reps, or a learning quest.

Build production-ready AI workflows using Firebase Genkit. Use when creating flows, tool-calling agents, RAG pipelines, multi-agent systems, or deploying AI to Firebase/Cloud Run. Supports TypeScript, Go, and Python with Gemini, OpenAI, Anthropic, Ollama, and Vertex AI plugins.

Internal structural hygiene for judgment-bearing outputs.

Turn JSON or PostgreSQL jsonb payloads into compact readable context for LLMs. Use when a user wants to compress JSON, reduce token usage, summarize API responses, or convert structured data into model-friendly text without dumping raw paths.

Interact with Slack workspaces to check messages, extract data, and automate common tasks.

Use this skill when the user wants to send or fetch files through an Xdrop server from the terminal, asks to automate encrypted Xdrop share-link workflows, provides an Xdrop `/t/:transferId#k=...` link to download and decrypt locally, or needs Xdrop CLI flags such as `--quiet`, `--json`, `--expires-in`, `--output`, or `--api-url`, even if they do not explicitly mention the skill name.

media-downloader

'Build composable skill modules with hub-and-spoke loading. Use when: token budget is tight, complexity is high.'

'Apply event-driven async messaging to decouple producers and consumers. Use for real-time processing.'

'Apply serverless FaaS patterns for event-driven workloads with minimal infrastructure. Use when cost scales with usage.'

'Autonomous orchestrator processing manifest work items through the development lifecycle with budget tracking.'

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'Context-aware progressive module loading with hub-and-spoke pattern

'Import external documents (PDF, DOCX, PPTX, XLSX, HTML) into editable markdown for rewriting or project integration.'

'Convert a Claude Code session into a shareable blog post or case study capturing decisions, process, and outcomes.'

Extract writing voice from user samples using SICO comparative

Research any topic across Reddit, X, and web from the last 30 days. Get current trends, real community sentiment, and actionable insights in 7 minutes vs 2 hours manual research.

[Bot developer] Handles inline keyboard button presses and provides user feedback via answerCallbackQuery. Use when processing callback queries, answering button clicks, or updating messages after inline button interaction.

Upload documents to Nudocs.ai for rich editing, get shareable links, and pull back the results.

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Create structured plans for multi-task projects that can be used by the task-orchestrator skill. Use when breaking down complex work into parallel and sequential tasks with dependencies.

Autonomous multi-agent task orchestration with dependency analysis, parallel tmux/Codex execution, and self-healing heartbeat monitoring. Use for large projects with multiple issues/tasks that need coordinated parallel execution.

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Top-level driver for the PaperOrchestra pipeline. Read this document and follow

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> **Canonical:** `workflows/linkedin_automation/linkedin_engagement.md` (in this repo). This file is a thin pointer for Cursor skill discovery — load the canonical workflow doc for the full agent loop

- **Skill Name**: file-upload

Implements document chunking, embedding generation, vector storage, and retrieval pipelines for Retrieval-Augmented Generation systems. Use when building RAG applications, creating document Q&A systems, or integrating AI with knowledge bases.

Provides Next.js App Router data fetching patterns including SWR and React Query integration, parallel data fetching, Incremental Static Regeneration (ISR), revalidation strategies, and error boundaries. Use when implementing data fetching in Next.js applications, choosing between server and client fetching, setting up caching strategies, or handling loading and error states.

Feature development pipeline - research, plan, track, and implement major features.

Configure Azure VNet, NSG, Load Balancer, and network topology.

Use when creating new API endpoints, working with async operations, implementing long-running tasks with progress tracking, adding Pydantic models, or designing request/response schemas.

View or register infrastructure services. Reads from the shared service registry so any session can find service names, URLs, and credential locations.

1. imageloader 的话自己怎么设计这个功能

Free YouTube video downloading, transcript extraction, and metadata retrieval using yt-dlp. Use this skill for downloading YouTube videos (single or bulk), extracting transcripts/subtitles, getting video metadata, or downloading audio-only. This is FREE (no API keys) unlike Apify. Triggers on YouTube download requests, transcript extraction, video metadata, or bulk video downloads.

Use when user shows signs of overwhelm or frustration — repeated failed attempts, tone shifts, sudden brevity, topic abandonment. Guides gentle check-ins without being patronizing or clinical.

Semantic file discovery via `vexor`. Use whenever locating where something is implemented/loaded/defined in a medium or large repo, or when the file location is unclear. Prefer this over manual browsing.

Genere des shaders Unity (HLSL/ShaderLab) pour effets visuels. Triggers: /shader, /shader-gen, 'creer un shader', 'effet visuel shader', 'dissolve', 'outline', 'toon shading', 'hologram', 'water shader'. Detecte automatiquement le render pipeline (URP/HDRP/Built-in) et produit un fichier .shader pret a l'emploi avec instructions de Material.

Scan recent notes for decision language and offer to update project Decision Logs

Nuxt SEO meta-module with robots, sitemap, og-image, schema-org. Use when configuring SEO, generating sitemaps, creating OG images, or adding structured data.

Use this when you need to perform mutations on plyr.fm - uploading, deleting, liking tracks. The MCP server is read-only - use this skill when you need to trigger uploads, delete tracks, or modify likes.