'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.'

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'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

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'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

Yapılandırılmış süreç, kalite kontrolleri ve sistem entegrasyonu ile bir destek metrikleri gösterge panelini analiz et ve üret

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.

Delegate complex, long-running tasks to Manus AI agent for autonomous execution. Use when user says 'use manus', 'delegate to manus', 'send to manus', 'have manus do', 'ask manus', 'check manus sessions', or when tasks require deep web research, market analysis, product comparisons, stock analysis, competitive research, document generation, data analysis, or multi-step workflows that benefit from autonomous agent execution with parallel processing.

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

Faithful implementation of the Plotting Agent from PaperOrchestra

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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 distributed transaction patterns using the Saga Pattern for Spring Boot microservices. Use when implementing distributed transactions across services, handling compensating transactions, ensuring eventual consistency, or building choreography or orchestration-based sagas with Kafka, RabbitMQ, or Axon Framework.

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.

Provides comprehensive Tailwind CSS utility-first styling patterns including responsive design, layout utilities, flexbox, grid, spacing, typography, colors, and modern CSS best practices. Use when styling React/Vue/Svelte components, building responsive layouts, implementing design systems, or optimizing CSS workflow.

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

Build a real-time support chat system with a floating widget for users and an admin dashboard for support staff. Use when the user wants live chat, customer support chat, real-time messaging, or in-app support.

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

React component patterns for GDEX portfolio dashboards — token balances, trade history, chain selectors, and live data polling

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.

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.

Collaborate in Nereid Mermaid sessions via MCP using AST-first, probe-refine workflows for sequence diagrams, flowcharts, xrefs, routes, and walkthroughs. Use when exploring or editing diagrams with a human watching live in TUI, and when coordinating attention through `attention.*`, `follow_ai.*`, and `selection.*`.

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.

Design thinking and decision-making for web UI. Use when designing components, layouts, color schemes, typography, or creating aesthetic interfaces. Teaches principles, not fixed values.

Set up and configure Torii indexer for GraphQL queries, gRPC subscriptions, and SQL access. Use when indexing your deployed world for client queries or real-time updates.