47 boosters for "transform" — open source, verified from GitHub, ready to install
This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs infrastructure. Covers SFT, DPO, GRPO and reward modeling training methods, plus GGUF conversion for local deployment. Includes guidance on the TRL Jobs package, UV scripts with PEP 723 format, dataset preparation and validation, hardware selection, cost estimation, Trackio monitoring, Hub authentication, and model persistence. Should be invoked for tasks involving cloud GPU training, GGUF conversion, or when users mention training on Hugging Face Jobs without local GPU setup.
Transform a Vibes app into a multi-tenant SaaS with subdomain-based tenancy. Adds Clerk authentication, subscription gating, and generates a unified app with landing page, tenant routing, and admin dashboard.
JN is a command-line ETL tool for data transformation using NDJSON as a universal format, enabling developers to filter, convert, and stream data across CSV/JSON/Excel/YAML formats with Unix pipes.
<!-- Canonical source: AGENTS.md — keep this file in sync --> stream-chain creates a chain of streams out of regular functions, asynchronous functions, generators, and existing streams, while properly handling backpressure. The result is a Duplex stream. It is a lightweight, zero-dependency micro-pa
Transform podcast audio into cinematic visual content using Seedance 2.0 on Higgsfield. This skill produces video prompts that replace static audiograms with storytelling-driven visual experiences built entirely from constructed imagery. The hook is the opening frame that stops the scroll. It must c
Transformation content is the highest-engagement format on social media. This skill generates precise Seedance 2.0 prompts that capture the full emotional arc of change: tension, reveal, payoff. Before generating prompts, establish: Show both states in rapid alternation — before/after/before — withi
"name": "orchestrator", "description": "Autonomous Development Orchestrator - Transform ideas into production-ready applications through multi-agent pipeline. Spec → Plan → Tasks → 100% Working App.", "repository": "https://github.com/devsforge/orchestrator",
"name": "ralph-dev", "version": "0.4.10", "description": "Autonomous end-to-end development system - from requirement to production-ready code with zero manual intervention",
"description": "AI-assisted spec crafting through research, interviews, and multi-LLM review. Like Geppetto carved Pinocchio from wood, transform rough ideas into living implementation plans.", "name": "Leonardo Flores", "url": "https://github.com/leonardocouy"
Transforms rough prompts into production-ready LLM prompts using advanced techniques like Chain-of-Thought and RAG optimization. Ideal for developers, AI engineers, and teams building LLM applications who need to craft effective prompts across Claude, GPT, Llama, and other models.
Obvec transforms Obsidian vaults into AI-searchable knowledge bases using Cloudflare Vectorize and serverless Workers, enabling developers and knowledge workers to query their notes with AI-powered semantic search through Claude.
Provides a Memory Bank framework for AI agents to maintain project context across sessions through structured Markdown documentation. Useful for teams using Copilot who need persistent, organized project knowledge.
Allyson MCP Server is an AI-powered SVG animation generator that integrates with Claude to transform static SVG files into animated components using Framer Motion, enabling developers to quickly add motion graphics to their projects without manual animation coding.
visual-storyteller transforms data and concepts into compelling visual narratives, infographics, and presentations. Ideal for marketers, product teams, and communicators who need to engage stakeholders through compelling visual content.
The plan-generator transforms high-level product requirements into executable project blueprints (genesis.xml files) with structured task DAGs and agent assignments. It's invaluable for cofounders and product teams who need to bridge strategic vision with concrete execution plans.
This booster provides Copilot instructions for automating content curation and SEO-optimized article generation from trending topics, targeting content creators and marketers.
Editor is an AI writing coach that transforms rough drafts into polished content by optimizing clarity, readability, and voice consistency. Ideal for content creators, marketers, and developers who need to elevate their written output.
This MCP server transforms linear AI reasoning into structured, auditable thought graphs using DAG (directed acyclic graph) representations, enabling developers to visualize and verify AI decision-making processes with full traceability.
This booster provides standardized test writing guidelines for unit tests, helping development teams maintain consistency in naming conventions and test structure across their codebase.
Polydoc enables developers to build advanced documentation systems using Pandoc filters compiled to native code with GraalVM, eliminating Python/Node.js dependencies for JVM/Clojure projects. It's useful for teams needing performant document transformation and searchable documentation books.
A product management agent that transforms ideas into structured product plans, including user personas, user stories, and prioritized backlogs. Ideal for product managers, founders, and teams building SaaS products who need rapid requirement gathering and roadmap planning.
Heuristic scoring (no AI key configured).
A comprehensive system prompt that enforces production-grade coding standards, verification practices, and quality gates for Claude Code across multiple platforms (Cursor, Windsurf, ChatGPT). Ideal for developers who need reliable, tested code generation with built-in git integration and quality enforcement.
