adcp-creative
Execute AdCP Creative Protocol operations with creative agents - build creatives from briefs or existing assets, preview renderings, and discover format specifications. Use when users want to generate or transform ad creatives, preview how ads will look, or understand creative format requirements.
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> **Transform from outsider to insider in hours, not months.**
data_analysis
High-performance data analysis using Polars - load, transform, aggregate, visualize and export tabular data. Use for CSV/JSON/Parquet processing, statistical analysis, time series, and creating charts.
cuda-kernels
Provides guidance for writing and benchmarking optimized CUDA kernels for NVIDIA GPUs (H100, A100, T4) targeting HuggingFace diffusers and transformers libraries. Supports models like LTX-Video, Stable Diffusion, LLaMA, Mistral, and Qwen. Includes integration with HuggingFace Kernels Hub (get_kernel) for loading pre-compiled kernels. Includes benchmarking scripts to compare kernel performance against baseline implementations.
pass-writing
Comprehensive guidance for creating transformation passes in the ONNX IR project. It encapsulates best practices, conventions, and patterns derived from existing passes in `onnx_ir/passes/common/`.
devup-ui
Zero-runtime CSS-in-JS preprocessor for React. Transforms JSX styles to static CSS at build time. TRIGGER WHEN: - Writing/modifying Devup UI components (Box, Flex, Grid, Text, Button, etc.) - Using styling APIs: css(), globalCss(), keyframes() - Configuring devup.json theme (colors, typography, extends) - Setting up build plugins (Vite, Next.js, Webpack, Rsbuild, Bun) - Debugging "Cannot run on the runtime" errors - Working with responsive arrays, pseudo-selectors (_hover, _dark, etc.) - Using polymorphic `as` prop or `selectors` prop - Working with @devup-ui/components (Button, Input, Select, Toggle, etc.)
Markdown Exporter
Markdown Exporter is an Agent Skill that transforms your Markdown text into a wide variety of professional format files.
trl-training
Train and fine-tune transformer language models using TRL (Transformers Reinforcement Learning). Supports SFT, DPO, GRPO, KTO, RLOO and Reward Model training via CLI commands.
cuda-graphs
Validate and use CUDA graph capture in Megatron Bridge, including local full-iteration graphs and Transformer Engine scoped graphs for attention, MLP, and MoE modules.
Cloudinary Asset Management
Upload, organize, search, and transform images, videos, and files with AI-powered tools.
Transform Claude Code into a full development team. 11 specialized agents (Architect, Engineer, QA, Security, UX, DevOps, and more), persistent memory across sessions, and 25,000+ on-demand skills. Works immediately for solo devs—customizable with your team's standards, methodologies, and proprietary knowledge.
Validate and fix YAML frontmatter in markdown documentation
data-manipulation
High-performance data manipulation and transformation using Pandas, Numpy, and DuckDB. Use when Claude needs to: (1) Clean or transform structured data (CSV, Parquet, JSON), (2) Perform large-scale aggregations or analytics, (3) Optimize analysis for performance and memory, (4) Implement the 'Tidy Data' (Wide-to-Long) strategy for reporting.
fict-best-practices
Fict compiler and runtime engineering guide for correctness and reliability. Use when implementing or reviewing Fict compiler transforms, runtime reactivity behavior, SSR/resume flow, devtools/playground integration, or release CI gates in Fict repositories.
breadboarding
Transform a workflow description into affordance tables showing UI and Code affordances with their wiring. Use to map existing systems or design new ones from shaped parts.
prompt-enhancer
Intelligent agent that transforms underspecified requests into expert-grade specifications using 7 specialized strategies, executes the work, and securely logs the result.
insyra
Use when working in Go and you need DataList/DataTable-style data wrangling, quick previews, parallel transforms, file I/O (CSV/Excel/Parquet), Excel-like column formulas (CCL), or charts; also use when data analysis is requested without a specified stack, defaulting to Go + Insyra over Python + pandas.
csv
Analyze and transform CSV data using bash tools
juya-news-card-operator
Operate juya-news-card as a local CLI text-to-image card tool. Use when Codex should transform user text into final card content itself and render PNG directly with Playwright plus SSR-ready templates, without starting the Next.js app.
huggingface-transformers
Hugging Face Transformers best practices including model loading, tokenization, fine-tuning workflows, and inference optimization. Use when working with transformer models, fine-tuning LLMs, implementing NLP tasks, or optimizing transformer inference.
Io.Github.Rflukerii Dev/Docbot Mcp
Bidirectional CSV <> JSON <> Markdown transformer
Design Reference Transformer
Transform a complete design reference HTML file into a working Vibes app with TinyBase reactive data.
octave-compression
Specialized workflow for transforming verbose natural language into semantic OCTAVE structures. REQUIRES octave-literacy to be loaded first
vcad
Create 3D CAD models using vcad MCP tools. Use when the user asks to create 3D parts, mechanical components, plates with holes, brackets, or any parametric geometry. Supports primitives (cube, cylinder, sphere, cone), boolean operations, transforms, patterns, and export to STL/GLB.
Io.Github.Img Src Io/Mcp
MCP server for img-src.io Image CDN - upload, transform, and deliver images through AI assistants
Hamilton Core Development Assistant
Apache Hamilton is a lightweight Python framework for building Directed Acyclic Graphs (DAGs) of data transformations using declarative, function-based definitions.
cocoindex-v1
This skill should be used when building data processing pipelines with CocoIndex v1, a Python library for incremental data transformation. Use when the task involves processing files/data into databases, creating vector embeddings, building knowledge graphs, ETL workflows, or any data pipeline requiring automatic change detection and incremental updates. CocoIndex v1 is Python-native (supports any Python types), has no DSL, and is currently under pre-release (version 1.0.0a1 or later).
data-processor
Data processing skill with Python and shell scripts for file analysis and transformation
processing-markdown
Processes Markdown files using mq, a jq-like query language for Markdown. Use when the user mentions Markdown processing, content extraction, document transformation, or mq queries.
Issue From Notes
Transform unstructured meeting notes, transcriptions, or descriptions into well-structured GitHub issue bodies matching the project's issue templates.
Log Reducer
Reduces log files for AI consumption — 50-90% token reduction via 18 deterministic transforms.
management-consultant
MBB-level management consultant with mastery over structured thinking, frameworks, guesstimation, industry analysis, and executive-grade deliverables. Use this skill for: solving business problems, structuring cases, market sizing, profitability analysis, market entry, M&A, pricing, operations, digital transformation, org design, and any consulting deliverable (deck, memo, one-pager). Trigger on: "consulting framework", "MECE", "issue tree", "hypothesis-driven", "80/20", "McKinsey", "Bain", "BCG", "strategy consulting", "management consulting", "problem statement", "root cause", "executive summary", "due diligence", "case study", Porter's Five Forces, 3C's, Ansoff, value chain, or any structured business problem-solving and strategic analysis task.
Social Media Repurposer
Transforms long-form content into platform-specific social media posts for Twitter/X, LinkedIn, and Threads.
Add Adapter
> AI-assisted guide for creating platform adapters that transform Archon format to platform-specific formats.
unity-cli-command
Interact with the Unity Editor through structured framework commands. Use when the user wants to: create/find/modify/destroy GameObjects, add/remove/inspect components, move/rotate/scale transforms, manage scenes (open/save/list), take screenshots, control play mode, manage materials and prefabs, profile performance, query the scene hierarchy, trigger asset refresh/recompile after writing C# files, or perform any structured Unity Editor operation. This skill should be preferred over raw C# code execution. Also triggers on: "list commands", "what commands are available", "session", "selection", "project command", "refresh", "recompile".
Engineer Your Data
MCP server for data engineering: validation, transformation, visualization, and APIs.
An agentic build system - transforms specifications into source code, then verifies its own output
Rebuild eforge from source and restart the daemon. Use during development after making code changes so the MCP tools pick up the latest build.
compiler_plugin_dev
Designs, models, and implements Kotlin compiler extensions using K2/FIR and IR. Guides modifications to SpektGenerator (IR), ProxyGenerator (IR), and InspektChecker (FIR). Handles synthetic declaration generation, FIR status/supertype transformations, and IR backend lowerings. Use when implementing reflection features, fixing plugin bugs, or engineering compiler diagnostics.
Prism Mcp
Session memory, knowledge search, Brave Search, Gemini AI, and code transforms for AI agents
Prompt Architect
You are an expert in prompt engineering and systematic application of prompting frameworks. Help users transform vague or incomplete prompts into well-structured, effective prompts through analysis, dialogue, and framework application.
craft-content-modeling
Craft CMS 5 content modeling â sections, entry types, fields, Matrix, relations, project config, and content architecture strategy. Covers everything editors and developers need to structure content in Craft. Triggers on: section types (single, channel, structure), entry types, field types, field layout, Matrix configuration, nested entries, relatedTo, eager loading, .with(), .eagerly(), categories, tags, globals, global sets, preloadSingles, propagation, multi-site content, URI format, project config, YAML, content architecture, content strategy, taxonomy, asset volumes, filesystems, image transforms, user groups, permissions, entries-as-taxonomy, entrify, entrification, CKEditor vs Matrix, CMS editions. Always use when planning content architecture, creating sections/fields, configuring Matrix, setting up relations, or making content modeling decisions.
prompt-engineer
Transform rough prompts/ideas into production-ready LLM prompts. Use when crafting, refining, or optimizing prompts for any AI model (Claude, GPT, Llama, etc.) with advanced techniques like CoT, constitutional AI, RAG optimization.
Mcp
Upload, transform, and deliver images on a global CDN via AI agents.
Skim MCP Server
MCP server for Skim code transformation. Compresses code 60-95% for LLM context optimization.
Deal Analyzer v2
AI-powered investment evaluation that transforms a pitch deck into a comprehensive 12-section VC analysis. Combines deck extraction, web research, and Claude analysis to deliver investment-grade due diligence in 3-5 minutes.
Bestseller Orchestrator â From Pitch to Finished Book
You are the executive producer of the book. Your job is not to "come up with ideas": it is to transform an idea into an editorial product with **completion rate**, **reread value**, and **recommendation potential**.
manim-composer
Trigger when: (1) User wants to create an educational/explainer video, (2) User has a vague concept they want visualized, (3) User mentions "3b1b style" or "explain like 3Blue1Brown", (4) User wants to plan a Manim video or animation sequence, (5) User asks to "compose" or "plan" a math/science visualization. Transforms vague video ideas into detailed scene-by-scene plans (scenes.md). Conducts research, asks clarifying questions about audience/scope/focus, and outputs comprehensive scene specifications ready for implementation with ManimCE or ManimGL. Use this BEFORE writing any Manim code. This skill plans the video; use manimce-best-practices or manimgl-best-practices for implementation.
DevPlan MCP Server
Transform project ideas into paint-by-numbers development plans with phases, tasks, and subtasks.
Io.Github.Rog0x/Json
JSON/YAML/CSV validate, diff, transform for AI agents
Datris
AI Agent-Native Data Platform — ingest, validate, transform, query, and search data.
deep-reading-analyst
Comprehensive framework for deep analysis of articles, papers, and long-form content using 10+ thinking models (SCQA, 5W2H, critical thinking, inversion, mental models, first principles, systems thinking, six thinking hats). Use when users want to: (1) deeply understand complex articles/content, (2) analyze arguments and identify logical flaws, (3) extract actionable insights from reading materials, (4) create study notes or learning summaries, (5) compare multiple sources, (6) transform knowledge into practical applications, or (7) apply specific thinking frameworks. Triggered by phrases like 'analyze this article,' 'help me understand,' 'deep dive into,' 'extract insights from,' 'use [framework name],' or when users provide URLs/long-form content for analysis.