向量嵌入
向量检索与嵌入工作流
notebooklm-knowledge-base-organizer
agmangas
Use when preparing files for NotebookLM, organizing documents into a knowledge base, converting formats for NotebookLM compatibility, or reducing a large document collection to fit NotebookLM's 50-source limit. Scores and prioritizes sources, performs strategic merging (time-series, topic-based, format consolidation), converts unsupported formats (PPTX to PDF, XLSX to CSV), applies flat structure with descriptive snake_case names, and optimizes for RAG retrieval performance.
trend-discovery
daydreamsai
Discovers trending topics on X/Twitter and the web. Finds opportunities where people need data/APIs. Use when starting any agent creation workflow.
react-router-declarative-mode
remix-run
Build React applications using React Router's declarative mode with BrowserRouter. Use when configuring routes with JSX, navigating with Link/NavLink, or reading URL params and search params without data loaders or actions.
docctl
GeorgesAlkhouri
"Agent skill for docctl multi-format ingestion and provenance-grounded retrieval."
email_composer
vuralserhat86
Profesyonel e-posta yazma, business communication ve template oluşturma rehberi.
react-router-data-mode
remix-run
Build React applications using React Router's data mode with createBrowserRouter and RouterProvider. Use when working with route objects, loaders, actions, Form, useFetcher, or pending/optimistic UI without the Vite plugin.
competitor_intelligence
vuralserhat86
Analyzes competitor SEO and GEO strategies including their ranking keywords, content approaches, backlink profiles, and AI citation patterns. Reveals opportunities to outperform competition.
chembl-database
ovachiever
"Query ChEMBL's bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR studies, for medicinal chemistry."
dspy-evaluation-suite
OmidZamani
This skill should be used when the user asks to "evaluate a DSPy program", "test my DSPy module", "measure performance", "create evaluation metrics", "use answer_exact_match or SemanticF1", mentions "Evaluate class", "comparing programs", "establishing baselines", or needs to systematically test and measure DSPy program quality with custom or built-in metrics.
blucli
malue-ai
BluOS CLI (blu) for discovery, playback, grouping, and volume.
clawdhub
malue-ai
Use the ClawdHub CLI to search, install, update, and publish agent skills from clawdhub.com. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with the npm-installed clawdhub CLI.
chat-with-arxiv
qodex-ai
Build interactive chat agents for exploring and discussing academic research papers from ArXiv. Covers paper retrieval, content processing, question-answering, and research synthesis. Use when building research assistants, paper summarization tools, academic knowledge bases, or scientific literature chatbots.
ui-design
sebnow
"Use when implementing visual design, styling components, or building design systems. Enforces intentional aesthetics, systematic design tokens, production-grade implementation. Triggers: 'implement design', 'style component', 'design system', 'design tokens', 'visual design', 'component library', 'frontend styling'."
memories
proompteng
Save and retrieve memories or embeddings via the repo helpers or API. Use when working with embedding config or memory storage.
earn/upwork-ai-api-delivery
Daisuke134
Build and verify evidence-bound AI APIs for Upwork jobs involving text summarization, image analysis, classification, similarity ranking, tenant isolation, and feedback reranking.
x-ipe-tool-kb-manager
Young-Z
Knowledge Base Manager - classify landing items into topics, generate AI summaries, search knowledge base, reorganize topics. Use when managing KB content. Triggers on "classify landing items", "process knowledge base", "search kb", "search knowledge", "reorganize topics", "cancel processing".
cloudflare
dmmulroy
Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), networking (Tunnel, Spectrum), security (WAF, DDoS), and infrastructure-as-code (Terraform, Pulumi). Use for any Cloudflare development task.
ast-grep
joncrangle
Guide for writing ast-grep rules to perform structural code search and analysis. Use when users need to search codebases using Abstract Syntax Tree (AST) patterns, find specific code structures, or perform complex code queries that go beyond simple text search. This skill should be used when users ask to search for code patterns, find specific language constructs, or locate code with particular structural characteristics.
qmd
levineam
Local hybrid search for markdown notes and docs. Use when searching notes, finding related content, or retrieving documents from indexed collections.
pytidb
pingcap
PyTiDB (pytidb) setup and usage for TiDB from Python. Covers connecting, table modeling (TableModel), CRUD, raw SQL, transactions, vector/full-text/hybrid search, auto-embedding, custom embedding functions, and reference templates/snippets (vector/hybrid/image) plus agent-oriented examples (RAG/memory/text2sql).
tidb-sql
pingcap
Write, review, and adapt SQL for TiDB with correct handling of TiDB-vs-MySQL differences (VECTOR type + vector indexes/functions, full-text search, AUTO_RANDOM, optimistic/pessimistic transactions, foreign keys, views, DDL limitations, and unsupported MySQL features like procedures/triggers/events/GEOMETRY/SPATIAL). Use when generating SQL that must run on TiDB, migrating MySQL SQL to TiDB, or debugging TiDB SQL compatibility errors.
hybrid-memory
clawdbrunner
Hybrid memory strategy combining OpenClaw's built-in QMD vector memory with Graphiti temporal knowledge graph. Use for all memory recall requests.
web-search-researcher
pratos
Conducts comprehensive web research to find accurate, relevant information. Use when you need modern information only discoverable on the web, documentation, best practices, or technical solutions.
x-knowledge-base
Hidicence
Turns X/Twitter bookmarks into a searchable, proactive personal knowledge base for AI agents. Use for: fetching & organizing X bookmarks, enriching threads, generating knowledge cards, building search index, recalling saved knowledge during conversations, exporting to NotebookLM. 將 X/Twitter 書籤整理成可檢索、可關聯、可匯出到 NotebookLM 的個人知識庫系統。 使用於：抓取與整理 X 書籤、生成知識卡、更新搜尋索引、對話中主動召回既存知識，或匯出 NotebookLM。