Embeddings
Vector embeddings and similarity
lifecyclemodel-hybrid-search
by tiangong-lca
Execute and troubleshoot Supabase edge function lifecyclemodel_hybrid_search, which rewrites lifecycle model descriptions and calls hybrid_search_lifecyclemodels with optional filters. Use when validating lifecycle-model query/filter behavior, tuning retrieval prompts, or debugging auth, embedding, and RPC failures.
deep-research
by lv416e
"Conduct comprehensive, multi-source research on any topic using web search, documentation lookup, and critical analysis. This skill should be used when users request thorough investigation, deep research, or comprehensive analysis of topics including but not limited to AI systems, technology trends, academic subjects, business strategies, or current events. 任意のトピックに対して、Web検索、ドキュメント参照、批判的分析を用いた包括的な調査を実施。徹底的な調査、詳細なリサーチ、包括的な分析が必要な場合や、AIシステム、技術トレンド、学術的テーマ、ビジネス戦略、時事問題などについて深く知りたい場合に使用。"
flow-hybrid-search
by tiangong-lca
Execute and troubleshoot Supabase edge function flow_hybrid_search, which rewrites flow descriptions and calls hybrid_search_flows with optional filters. Use when validating flow query/filter behavior, tuning retrieval prompts, or debugging auth, embedding, and RPC failures.
embedding-ft
by tiangong-lca
Execute and troubleshoot Supabase edge function embedding_ft that consumes PGMQ embedding jobs, calls AWS SageMaker embeddings, and writes vectors back to Postgres. Use when validating job payload handling, investigating failed embeddings, tuning ack semantics, or adjusting worker auth/environment.
openalex
by ondata
Query OpenAlex API from the command line with curl and jq for publication discovery, filtering, sorting, pagination, and PDF availability checks. Use when searching scholarly works/authors/sources, building or debugging OpenAlex queries, extracting results, or downloading available PDFs using OPENALEX_API_KEY.
master-ba
by truongnat
Elite business analysis standards focused on requirements deconstruction, stakeholder value alignment, Gherkin acceptance criteria, and risk analysis. Use when defining new features, complex system migrations, or strategic planning.
process-hybrid-search
by tiangong-lca
Execute and troubleshoot Supabase edge function process_hybrid_search, which rewrites process descriptions and calls hybrid_search_processes with optional filters. Use when validating process query/filter behavior, tuning retrieval prompts, or debugging auth, embedding, and RPC failures.
Repository Architect & AI Engineering Expert
by jgtolentino
License: AGPL-3.0
knowledge_lookup
by jgtolentino
knowledge, search, learning, skills, errors, automation, rl-training
Knowledge Base Manager
by daffy0208
Design, build, and maintain comprehensive knowledge bases. Bridges document-based (RAG) and entity-based (graph) knowledge systems. Use when building knowledge-intensive applications, managing organizational knowledge, or creating intelligent information systems.
RAG Implementer
by daffy0208
Implement retrieval-augmented generation systems. Use when building knowledge-intensive applications, document search, Q&A systems, or need to ground LLM responses in external data. Covers embedding strategy, vector stores, retrieval pipelines, and evaluation.
clawpod
by joinmassive
Read any website or search Google, even when sites block bots or are geo-restricted. Handles CAPTCHAs, JavaScript rendering, and anti-bot protection server-side via residential proxies. Returns HTML or structured JSON.
clinical-trials-search
by yorkeccak
Search ClinicalTrials.gov with natural language queries. Find clinical trials, enrollment, and outcomes using Valyu semantic search.
patents-search
by yorkeccak
Search global patents with natural language queries. Prior art, patent landscapes, and innovation tracking via Valyu.
medrxiv-search
by yorkeccak
Search medRxiv medical preprints with natural language queries. Powered by Valyu semantic search.
open-targets-search
by yorkeccak
Search Open Targets drug-disease associations with natural language queries. Target validation powered by Valyu semantic search.
zotero-mcp-code
by kerim
Search Zotero library using code execution for efficient multi-strategy searches without crash risks. Use this skill when the user needs comprehensive Zotero searches with automatic deduplication and ranking.
Retrieve relevant information through RAG
by run-llama
Leverage Retrieval Augmented Generation to retrieve relevant information from a a LlamaCloud Index. Requires the llama_cloud_services package and LLAMA_CLOUD_API_KEY as an environment variable.
seedhub
by CaliCastle
"搜索 SeedHub (seedhub.cc) 影视资源，提取夸克网盘、百度网盘、阿里云盘、UC网盘、磁力链接等下载地址。触发词：seedhub、影视资源、找片、找电影、找剧、下载链接、夸克网盘。"
Design Systems Skill
by martinholovsky
Create foundations that empower teams to build consistent, beautiful products.
ai-ml
by boisenoise
"AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features."
agentgo
by liliang-cn
Use AgentGo for local RAG (Retrieval Augmented Generation) operations including document ingestion, semantic search, and Q&A. Supports multi-provider LLM, MCP tools, Skills, and cognitive memory (Hindsight/PageIndex). Use when building local knowledge bases, AI assistants with evolving long-term memory.
swift-composable-architecture
by tryhuset
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.
caveman
by jwiegley
Compress and simplify prompts to preserve meaning while reducing use of context