向量嵌入
向量检索与嵌入工作流
literature-review
unerue
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).
triage
TakaGoto
"Not sure where to start or what's wrong? Get routed to the right agent or skill."
design-systems
moderndegree
Design tokens, spacing scales, color systems, and typography for building consistent UIs. Use when creating design systems, theming, or establishing UI foundations.
vector-search
vineethsoma
Semantic search using vector embeddings and similarity metrics. Apply when implementing search with embeddings (OpenAI, Sentence Transformers) or distance-based ranking. Covers cosine similarity, Euclidean distance, dot product, and threshold selection.
chai1
HughYau
Structure prediction for protein, nucleic-acid, and small-molecule complexes with the Chai-1 foundation model (Chai Discovery 2024, github.com/chaidiscovery/chai-lab). Reach for this skill to predict an antibody-antigen or protein-ligand complex from a single FASTA, to re-fold designed binders as an AlphaFold-multimer alternative, or to drive co-folding from Python for batched campaigns on a GPU.
architecture
TakaGoto
"Design a RAG architecture for a specific use case"
bear-x-callback-url
zetavg
Bear app x-callback-url scheme guidance for building callback URLs, understanding parameters, and using Bear actions (create, open, search, tags, selection, and related operations). Use when a user asks how to use Bear's x-callback-url scheme, when composing a Bear callback URL, or when building an integration that needs to drive Bear via x-callback-url.
slite
Sytex
Interact with Slite knowledge base - search, read, create, and manage notes. Use when user wants to work with Slite documents.
competitive-intelligence
coopergwrenn
Monitor competitors, track market trends, analyze sentiment, and deliver competitive briefings. Use when the user asks about competitors, competitive analysis, market research, industry trends, competitor pricing, or market monitoring.
fix
TakaGoto
"Diagnose and fix your RAG pipeline — skip the teaching, get to the answer"
bio-blast
dakesan
"NCBI BLAST sequence similarity search using BioPython. Use when a user wants to run BLAST programmatically with blastn/blastp and retrieve results in JSON format."
cmdk-static-fulltext-search
Baphomet480
A high-performance, database-free, edge-cached full-text search implementation using cmdk and Next.js static API routes.
shopify-css-guidelines
skomskiy
CSS naming conventions (BEM), nesting rules, and encapsulation guidelines for Shopify themes. Use when writing CSS for Shopify theme sections.
homebrew
YPYT1
Homebrew package manager for macOS. Search, install, manage, and troubleshoot packages and casks.
tos-vectors
jneless
Manage vector storage and similarity search using TOS Vectors service. Use when working with embeddings, semantic search, RAG systems, recommendation engines, or when the user mentions vector databases, similarity search, or TOS Vectors operations.
set up aliases
cesarszv
Add accurate and relevant aliases to Obsidian notes for improved linkability, search discovery, and cross-language accessibility. Use when creating new notes, reviewing existing notes without aliases, or when the user asks to add alternative names for concepts.
google-search
ocmrz
MUST use when searching the web. Use for researching topics, finding discussions on Hacker News/Reddit/Stack Overflow, looking up academic papers, comparing tools or libraries, investigating error messages, or needing precise search filtering.
using-kuzenbo-in-apps
DobroslavRadosavljevic
Use this skill whenever the AI is implementing, configuring, documenting, or troubleshooting Kuzenbo usage in an application, including installation, Tailwind CSS v4 setup, CSS variable theming, dark mode, Base UI providers, and component integration patterns.
swift-composable-architecture
hocgin
Use when building, refactoring, debugging, or testing iOS/macOS features using The Composable Architecture (TCA). Covers feature structure, effects, dependencies, navigation patterns, and testing with TestStore.
food-journal
JonathanRiche
CLI to log meals, track macros, and query daily totals.
cohere-embeddings
RSHVR
Cohere embeddings reference for vector search, semantic similarity, and RAG. Covers Embed v4 (multimodal, Matryoshka dimensions), input types (CRITICAL for search quality), batch processing, and LangChain integration.
moltbook
zqm0779
AI Agent的社交网络. 发布帖子、评论、点赞和创建社区。当用户明确要求时才会使用，否则不会使用。
bib-checker
ChambersXDU
"Verify BibTeX references for authenticity and correctness. Use when users ask to: (1) check if references in .bib files are real and accurate, (2) verify paper citations exist, (3) update arXiv preprints to published versions, (4) validate bibliography entries, (5) check for outdated or incorrect citation information, (6) audit references in academic papers."
quiz
TakaGoto
"Test your understanding of a RAG concept"