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Guidance LLM Control

Orchestra-Research/AI-Research-SKILLs

Guidance from Microsoft Research lets you constrain LLM outputs via regex and grammars, enforce structured JSON/XML/code, and compose multi-step Python workflows with guaranteed valid data.

HeyGen Video Automation

heygen-automation

ComposioHQ/awesome-claude-skills

Automate AI video creation workflows via the HeyGen-Composio MCP integration to browse avatars/templates, populate variables, generate videos, check processing status, and fetch shareable URLs.

Claude Hook Development

hook-development

anthropics/claude-plugins-official

Provides guidance on creating Claude Code plugin hooks to validate tool usage, enforce policies, load context, and automate workflows through prompt or command based hooks.

Half Quadratic Quantization

hqq-quantization

Orchestra-Research/AI-Research-SKILLs

Calibrate-free half-quadratic quantization for LLMs that delivers 1-8 bit model compression with configurable backends (PyTorch, TorchAO, BitBlas, Marlin). Ideal for fast quantization workflows, zero-data deployment, and PEFT/LoRA fine-tuning with HuggingFace or vLLM stacks.

Managed HuggingFace Jobs

hugging-face-jobs

sickn33/antigravity-awesome-skills

Deploy and monitor Python workloads on Hugging Face Jobs, leveraging managed CPUs, GPUs, TPUs, secure secrets, and Hub persistence without local setup; ideal for data processing, batch inference, experiments, scheduled automation, and training.

Fast NLP Tokenizers

huggingface-tokenizers

Orchestra-Research/AI-Research-SKILLs

Rust-powered HuggingFace tokenizers deliver <20s per GB speed, trainable BPE/WordPiece/Unigram models, alignment tracking, padding, and transformers integration for production NLP pipelines.

Hybrid Search Implementation

hybrid-search-implementation

sickn33/antigravity-awesome-skills

Combine vector and keyword search to improve RAG and search applications, ensuring semantic understanding plus exact matching for domain-specific terms and queries that need both recall and precision.

Hyperparameter Tuner Assistant

hyperparameter-tuner

jeremylongshore/claude-code-plugins-plus-skills

Automated guidance for hyperparameter tuning within ML training workflows, offering best practices, production-ready code, and validation across modeling stages like data prep, training, and experiment tracking.

Ideogram Secondary Workflow

ideogram-core-workflow-b

jeremylongshore/claude-code-plugins-plus-skills

Executes Ideogram Core Workflow B, a secondary automation that complements the primary flow by guiding setup, processing, completion steps, collecting API results, and surfacing success or errors in auxiliary scenarios.

Ideogram Cost Tuning

ideogram-cost-tuning

jeremylongshore/claude-code-plugins-plus-skills

Guides selection of Ideogram models, resolutions, caching, batching, and monitoring to lower per-image credits while maintaining quality; ideal for billing analysis or budget-aware teams using Ideogram image generation.

Ideogram Enterprise RBAC

ideogram-enterprise-rbac

jeremylongshore/claude-code-plugins-plus-skills

Configure Ideogram enterprise SSO, RBAC, and organization controls for teams using the AI image API, covering scoped API keys, content safety proxies, credit monitoring, and resolution limits.

Ideogram Auth Setup

ideogram-install-auth

jeremylongshore/claude-code-plugins-plus-skills

Guides installing the Ideogram SDK/CLI and configuring API credentials for new integrations, covering environment variables, verification, and troubleshooting around authentication.

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