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real-world-rails
real-world-rails
real-world-rails — an installable skill for AI agents, published by steveclarke/real-world-rails.
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cuml-machine-learning
cuml-machine-learning
Use for GPU-accelerated machine learning on tabular data using NVIDIA cuML. Triggers when tasks involve classification, regression, clustering, dimensionality…
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docs-writer
docs-writer
Write, review, and edit documentation files with consistent structure, tone, and technical accuracy. Use when creating docs, reviewing markdown files, writing…
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catalog-documentation-creator
catalog-documentation-creator
Generates EventCatalog documentation files (services, events, commands, queries, domains, flows, channels, containers) with correct frontmatter, folder…
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pomasa
pomasa
Generate declarative multi-agent systems (MAS) using POMASA pattern language. Use when building agent pipelines, orchestrating multiple AI agents, or creating research automation workflows. Supports patterns like Prompt-Defined Agent, Orchestrated Pipeline, Filesystem Data Bus, and Verifiable Data Lineage.
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quality-documentation-manager
quality-documentation-manager
Document control system management for medical device QMS. Covers document numbering, version control, change management, and 21 CFR Part 11 compliance. Use for document control procedures, change control workflow, document numbering, version management, electronic signature compliance, or regulatory documentation review.
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metaplex
metaplex
Complete Metaplex Protocol guide for Solana NFTs and digital assets. Covers Core (next-gen NFTs), Token Metadata, Bubblegum (compressed NFTs), Candy Machine,…
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engineering
engineering
Create professional engineering diagrams using drawio XML format with industry-standard symbols. Best for electrical schematics, P&ID (Piping &…
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dataforseo
dataforseo
Complete DataForSEO API integration for SEO data and analysis. Use when the user asks for keyword research, search volume, SERP analysis, backlink audits,…
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ecommerce-keyword-research
ecommerce-keyword-research
Cross-platform keyword research for e-commerce. Discover high-converting keywords across Amazon, Shopify, Etsy, Google Shopping, TikTok Shop, and Walmart.…
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automatic-stateful-prompt-improver
automatic-stateful-prompt-improver
Automatically intercepts and optimizes prompts using the prompt-learning MCP server. Learns from performance over time via embedding-indexed history. Uses APE,…
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switchboard
switchboard
Complete Switchboard Oracle Protocol SDK for Solana - the permissionless oracle solution for price feeds, on-demand data, VRF randomness, and real-time…
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ecommerce-content-marketing
ecommerce-content-marketing
E-commerce content marketing strategy planner. Generates content calendars, topic ideas, and platform-specific strategies by analyzing customer reviews,…
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rust-learner
rust-learner
Learn Rust language features and crate updates. Use when user asks about Rust version changelog, what's new in Rust, crate updates, Cargo.toml dependencies,…
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paper-fetch
paper-fetch
Use whenever the user wants to obtain, download, or fetch a paper's PDF — given a DOI, an arXiv id, a paper title, a citation, or a list of DOIs. Trigger on…
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ecommerce-competitor-analysis
ecommerce-competitor-analysis
Cross-platform competitor analysis for e-commerce brands. Compare competitors across Amazon, Shopify, social media, and advertising channels. Build a complete…
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flutter-code-gen
flutter-code-gen
Run Dart build_runner for code generation of Mappable classes and JSON serialization. Use after adding or modifying data model classes that require generated…
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doc-coauthoring
doc-coauthoring
This skill should be used when the user asks to co-author documentation, draft a proposal, write a technical spec, create a decision doc or RFC, or structure a…
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competitor-price-analysis
competitor-price-analysis
Analyze competitor pricing strategies across e-commerce platforms. Map price positions, identify pricing gaps, evaluate price elasticity signals, and develop…
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patent-lawyer-agent
patent-lawyer-agent
Use this skill for intellectual property guidance, prior art research, patent strategy, and drafting patent applications. Triggers: "patent", "prior art", "IP protection", "intellectual property", "patent search", "patentability", "patent claims", "invention disclosure", "patent strategy", "trade secret", "patent application", "freedom to operate", "infringement", "draft patent", "write patent", "provisional patent", "patent document", "design around", "get around patent", "avoid patent", "work around patent", "FTO", "freedom to operate analysis", "patent analysis" Outputs: Patentability assessment, prior art report, draft claims, IP strategy, full patent application draft, design-around analysis. DISCLAIMER: This is informational only, not legal advice. Consult a licensed patent attorney.