Claude Skills by openamer

Embedding database for RAG and semantic search.

Zero-shot image classification and image-text search.

Fast vector similarity search at billion scale.

Speed up long-sequence transformer training and inference.

Constrain LLM output with grammars; guarantee valid JSON.

Fast BPE/WordPiece tokenization and custom vocab training.

Outlines: structured JSON/regex/Pydantic LLM generation.

Structured LLM outputs validated with Pydantic.

On-demand GPU cloud instances for ML training.

Vision-language chat: VQA, captioning, image dialogue.

Serverless GPU cloud for ML jobs and model APIs.

SAM: zero-shot image segmentation via points, boxes, masks.

Curate LLM training data: dedupe, filter, PII redaction.

OBLITERATUS: abliterate LLM refusals (diff-in-means).

Fine-tune large LLMs with LoRA on limited GPU memory.

Managed vector DB for production RAG and search.

Fully sharded data-parallel training for large models.

Clean training loops with built-in distributed support.

Vector search engine for production RAG systems.

DSPy: declarative LM programs, auto-optimize prompts, RAG.

Train sparse autoencoders to interpret model features.

Reference-free preference alignment, simpler than DPO.

RL post-training for LLMs with Megatron and SGLang.

Text-to-image generation, inpainting, and img2img.

High-throughput LLM inference on NVIDIA GPUs.

Pretrain LLMs at scale with PyTorch 4D parallelism.

Axolotl: YAML LLM fine-tuning (LoRA, DPO, GRPO).

TRL: SFT, DPO, GRPO, RLOO reward modeling for LLM RLHF.

Unsloth: 2-5x faster LoRA/QLoRA fine-tuning, less VRAM.

Transcribe and translate speech in 99 languages.

Pay HTTP 402 APIs via Machine Payments Protocol (MPP).

Agent payments via Stripe Link — cards, SPT, approvals.

Provision SaaS services + sync creds via Stripe Projects.

Fetch Canvas LMS courses and assignments via API token.

Publish sites to {slug}.here.now and store files in Drives.

Spaced-repetition flashcard system. Create cards from facts or text, chat with flashcards using free-text answers graded by the agent, generate quizzes from YouTube transcripts, review due cards with adaptive scheduling, and export/import decks as CSV.

Shop catalog search, checkout, order tracking, returns.

Query Shopify Admin/Storefront GraphQL APIs via curl.

Query and edit a SiYuan knowledge base via its API.

Provision Twilio numbers, SMS/MMS, and AI outbound calls.

Gateway to 400+ genomics and computational biology skills.

Evolve prompts/regex/SQL/code with Imbue's evolution loop.

Passive recon of subdomains, SSL certs, WHOIS, and DNS.

Pharmaceutical research assistant for drug discovery workflows. Search bioactive compounds on ChEMBL, calculate drug-likeness (Lipinski Ro5, QED, TPSA, synthetic accessibility), look up drug-drug interactions via OpenFDA, interpret ADMET profiles, and assist with lead optimization. Use for medicinal chemistry questions, molecule property analysis, clinical pharmacology, and open-science drug research.

Free keyless web, news, and image search via ddgs.

Serve an interactive codebase knowledge graph web UI.

Follow the money via public records and sanctions data.

Agent-native web search, deep research, and enrichment.

Agent RAG and long-term memory with Pinecone.

Hybrid local search over notes, docs, and transcripts.