Best embeddings skills, page 8

MCP playbook for semantic SVG charts and figures, approved asset upload, and verified SiYuan block embedding.

yangtaihong59/siyuan-plugins-mcp-sisyphus

CLI-only playbook for semantic SVG charts and figures, approved asset upload, and verified SiYuan block embedding.

yangtaihong59/siyuan-plugins-mcp-sisyphus

RAG architecture for academic knowledge retrieval and synthesis

wentorai/research-plugins

Semantic literature discovery and synthesis using embeddings

wentorai/research-plugins

A skill your agent uses when the user sends or generates an image, screenshot, video, audio or file and wants it saved, or asks to find past media (that diagram, the mockup from last week).

coco-research/coco

Upload a file (PDF, DOCX, PPTX, XLSX, HTML, EPUB, image) or URL to the Knowledge base.

evolution-foundation/evo-nexus

Predict a molecule's ability to reverse disease states using DLEPS (Disease-Ligand Embedding Projection Score) for drug repositioning and discovery.

InternScience/scp

Cloudflare Vectorize vector database for semantic search and RAG.

secondsky/claude-skills

Cloudflare Workers AI for serverless GPU inference. An agent skill from secondsky/claude-skills.

secondsky/claude-skills

A skill your agent uses when selecting Sentence Transformers inference backends or exporting/optimizing models for PyTorch, ONNX, or OpenVINO.

VectorSpaceLab/AREX-Skill

Configure and validate Unstructured post-partition chunking for RAG, embedding, and downstream processing.

VectorSpaceLab/AREX-Skill

Use this DeepCTR sub-skill for SparseFeat, DenseFeat, VarLenSparseFeat, hashing, embedding sharing, input dictionaries, and tabular or sequence feature-column validation.

VectorSpaceLab/AREX-Skill

Add embeddings to Unstructured elements with provider-specific encoders, credential-safe configuration, and metadata-preserving enrichment checks.

VectorSpaceLab/AREX-Skill

Use this operating sub-skill to create, adapt, and troubleshoot ManimML neural-network scenes: NeuralNetwork containers, feed-forward and convolutional layers…

VectorSpaceLab/AREX-Skill

A skill your agent uses for Feast RAG, vector search, vector-indexed fields, vector online stores, document embedding/chunking, retrieveonlinedocuments APIs, DocEmbedder, FeastVectorStore, and…

VectorSpaceLab/AREX-Skill

A skill your agent uses for sentence-transformers CrossEncoder pair scoring, reranking, rank API usage, retrieve-and-rerank handoffs, multimodal reranker routing, and activation/softmax/numlabels…

VectorSpaceLab/AREX-Skill

A skill your agent uses for direct LiteLLM Python SDK work: chat/text completions, async calls, streaming, embeddings, structured outputs, tools, token/cost checks, caching, callbacks, import/smoke…

VectorSpaceLab/AREX-Skill

A skill your agent uses when extracting keywords (YAKE/RAKE) from documents — and, secondarily, when detecting document language or generating embeddings for RAG and search.

hashgraph-online/awesome-codex-plugins

SwiftUI framework skills — data flow (identity, Observation, state ownership), layout & containers (Layout protocol, lazy-stack performance), AlarmKit, 3D charts, rich text editing, customizable…

rshankras/claude-code-apple-skills

A skill your agent uses when implementing GPT chat, streaming, function calling, embeddings for RAG, images, audio or batch jobs, or troubleshooting 429 rate limits and API or TypeScript errors.

majiayu000/claude-skill-registry

Design a critical thinking task targeting specific skills like evaluating evidence, identifying bias, or analysing arguments.

GarethManning/education-agent-skills

Design discipline-specific critical thinking tasks grounded in knowledge-contingent reasoning rather than generic skills.

GarethManning/education-agent-skills

Design a structured outdoor learning sequence embedding curriculum objectives in an available outdoor space.

GarethManning/education-agent-skills

Basic Chinese NLP and text analysis workflows for PDF text/table extraction, jieba tokenization, word and sentence frequency, word clouds, TF-IDF, Word2Vec, sentence embeddings, and text similarity.

Drchronx/ai-agent-research-starter-kit

RF Toolbox and RF Blockset in MATLAB -- S-parameter I/O, network conversions (S/Z/Y/ABCD/T/H/G, mixed-mode), cascade/de-embedding, rfbudget analysis, circuit composition, matching networks…

matlab/matlab-agentic-toolkit

Adds provider-backed AI capabilities to a Rust Golem agent. An agent skill from golemcloud/golem.

golemcloud/golem

ProteinBERT 昇腾 NPU 部署与迁移 Skill，适用于将 TensorFlow 或 Keras 版 ProteinBERT 转成基于 PyTorch 与 torchnpu 的实现，覆盖权重转换、embedding 提取、微调训练、注意力可视化和 GPU 与 NPU 精度验证。

ascend-ai-coding/awesome-ascend-skills

A skill your agent uses when integrating OpenAI/ChatKit chat widgets into Next.js/React applications.

aiskillstore/marketplace

A skill your agent uses when producing the final PVLDB version of an accepted VLDB paper, covering the volume-specific template, PDF/A compliance and font embedding, figure legibility floors, the…

brycewang-stanford/Awesome-Journal-Skills

A skill your agent uses when a long-horizon task is filling the context window and you must decide what to keep, offload, drop, or hand off to a fresh window — when to compact, what the summary must…

ericrisco/rsc-harness

A skill your agent uses when choosing how to tokenize text or which transformer type fits an NLP task, when a tokenizer over-fragments non-English text or inflates token cost, when picking a…

ericrisco/rsc-harness

A skill your agent uses when assembling or curating the corpus a fine-tune trains on — turning raw examples into the JSONL shape a trainer expects (instruction, conversational, preference-pair or…

ericrisco/rsc-harness

Design and review stable, idiomatic Go package APIs covering naming, exported declarations, embedding, receivers, typed-nil interfaces, generics, functional options, method sets, errors, wire…

hashgraph-online/awesome-codex-plugins

Selects, investigates, and compares AWS object, file, and block storage services, and answers cost, performance, configuration, security, and troubleshooting questions about storage services.

aws/agent-toolkit-for-aws

Arize AI skill for production ML monitoring, embedding drift, and performance analysis.

majiayu000/claude-skill-registry

A skill your agent uses when the user asks to design RAG pipelines, optimize retrieval strategies, choose embedding models, implement vector search, or build knowledge retrieval systems.

majiayu000/claude-skill-registry

Build and operate Retrieval-Augmented Generation (RAG) infrastructure with vector stores, embedding pipelines, and hybrid search.

majiayu000/claude-skill-registry

Chunking strategies, embedding model selection, hybrid search, reranking, eval metrics

majiayu000/claude-skill-registry

Cloud platform for running open-source AI models. An agent skill from majiayu000/claude-skill-registry.

majiayu000/claude-skill-registry

Embedding strategies, ANN algorithms, hybrid search, RAG chunking strategies, and reranking for semantic search and retrieval.

majiayu000/claude-skill-registry

Use MTEB to evaluate embedding models, select tasks and benchmarks, validate model protocols, run CLI workflows, inspect result caches, and contribute tasks/models/benchmarks.

majiayu000/claude-skill-registry

scPROTEIN 基于图神经网络，对单细胞蛋白组数据去批次效应降噪、不确定性估计、生成 embedding 与细胞类型表征，含 stage1/stage2 两子应用。

infometa/workbuddyskills

AI 模型文件逆向与静态分析：ONNX/PyTorch/Safetensors/TFLite 格式解析、 网络结构还原、权重提取、文件级水印分析（权重 pattern/metadata/tensor hash/embedding 异常）。

dslsdzc/rev-skills

Choose RouterBase model IDs and routing strategies for chat, image, video, audio, and embeddings workloads.

aiskillstore/marketplace

Master SurrealDB 2.3.x with Python for multi-model database operations including CRUD, graph relationships, vector search, and real-time queries.

aiskillstore/marketplace

Guidance for querying ML model leaderboards and benchmarks (MTEB, HuggingFace, embedding benchmarks).

lazyFrogLOL/Harness_Engineering

Evaluate JavaScript at bundle time and inline results. An agent skill from secondsky/claude-skills.

secondsky/claude-skills

Change eXeLearning static runtime capabilities, iframe host communication, embedded save/load or preview integration.

exelearning/exelearning