向量嵌入
向量检索与嵌入工作流
camofox-browser
yelban
Anti-detection browser automation using Camoufox (Firefox fork with C++ fingerprint spoofing). Use when standard browser tools get blocked by Cloudflare, Akamai, or bot detection. Triggers include "stealth browse", "anti-detection", "bypass bot", "camofox", "blocked by Cloudflare", scraping protected sites (X/Twitter, Amazon, Product Hunt), or when agent-browser/playwright fails with bot detection errors.
dsearch
icampana
Search and read offline documentation for various programming languages and libraries. Use this skill when you need to verify syntax, check function signatures, or read documentation without internet access.
you-aint-gonna-need-it
yanko-belov
Use when tempted to add features "for later". Use when building "production-ready" systems before needed. Use when adding flexibility that isn't required yet.
document-to-markdown
kcchien
Convert PDF, Office, images, HTML, and URLs to Markdown. Use for document conversion, text extraction, OCR, web scraping, RAG pipelines. Triggers: "convert to markdown", "extract text", "read PDF", "scrape URL".
jp-grants
tumf
Collect and answer questions about Japanese subsidies/grants (補助金・助成金) with up-to-date sources. Use when a user asks: which programs they qualify for, eligibility, deadlines, required documents, application steps, or where to find official calls for proposals (e.g. J-Grants, METI/SME Agency, MHLW, prefectures/municipalities). Includes workflows and scripts for web search + structured extraction with citations.
gemini
G1Joshi
Google Gemini AI models for multimodal tasks. Use for multimodal AI.
perplexity
G1Joshi
Perplexity AI search and research. Use for AI search.
llamaindex
G1Joshi
LlamaIndex data framework for LLMs. Use for RAG applications.
Orquestador Data/ML
scaleto
Líder del Grupo Data/ML. Planifica y delega tareas de datos, machine learning, IA, LLMs y RAG a los especialistas del grupo.
Java Backend Developer Skill Profile
SoledadVac
Never suggest Python scripts â I work in pure Java ecosystem
obsidian-manager
krishagel
Manage Obsidian vault for persistent knowledge storage, search, and retrieval
edico
xenitV1
Core Knowledge Management Skill. Reduces research redundancy and provides autonomous long-term memory by persisting synthesized web data.
rag-evaluation
latestaiagents
Test and benchmark RAG systems with proper metrics and evaluation frameworks. Use this skill when evaluating RAG quality, measuring retrieval performance, using RAGAS metrics, or building RAG test suites. Activate when: RAG evaluation, RAG testing, RAGAS, retrieval metrics, faithfulness, relevance, context precision, RAG benchmarking.
ecom-catalog-funnel
mikefilsaime-groove
This skill should be used when the user asks to "create an ecommerce catalog", "build a product catalog page", "multi-product store", "category page", or mentions product catalogs, collection pages, or multi-product ecommerce. Creates ecommerce catalog funnels that showcase multiple products effectively.
mail-search
aashari
Search Apple Mail across all synced accounts by keyword, subject, sender, or any combination. Use when user asks to find an email, search for a message, or look for something in their mail. Arguments: search terms, optionally with sender:, subject:, from:, account: prefixes, and time filters like "last 30 days" or "this year".
context-and-impact
ShunsukeHayashi
The Universal Context-to-Execution Pipeline. 最強統合スキル: コンテキスト収集（5層）→ 品質保証 → GNI-First DAG計画 → マルチエージェント実行 → ARIA監査フィードバックループ の完全自動化。 Obsidian Semantic Search + GitNexus Code/Wikilink Graph + Agent Skill Bus + task-dag-planner + ARIA LDD/ADD + cycle-ops self-improvement を一つのパイプラインに統合。
chunking-strategies
latestaiagents
Optimize document chunking for RAG performance and retrieval quality. Use this skill when splitting documents, choosing chunk sizes, implementing semantic chunking, or improving RAG retrieval accuracy. Activate when: chunking, split documents, chunk size, text splitting, document processing, RAG performance, semantic chunking, overlap.
zlib-download
psylch
Search and download books from Z-Library and Anna's Archive. Use when user wants to find, search, download, or look up books, papers, or ebooks. Trigger phrases include "find book", "search book", "download book", "找书", "下载书籍", "搜书", "book search", "zlibrary", "anna's archive".
calendar-search
aashari
Search calendar events by title, location, or description keyword. Use when user asks to find a specific meeting, event, or anything that happened or is coming up.
browser-control
krishagel
Full browser control for authenticated web interactions using Playwright scripts
hybrid-retrieval
latestaiagents
Implement hybrid search combining vector and keyword retrieval for RAG systems. Use this skill when building RAG retrieval, combining semantic search with BM25, implementing reciprocal rank fusion (RRF), or optimizing retrieval accuracy. Activate when: vector search, keyword search, BM25, semantic search, hybrid RAG, retrieval optimization, search relevance, reranking.
denser-retriever
denser-org
"Build and search knowledge bases from documents using the Denser Retriever API. No-code RAG pipeline - upload PDFs, DOCX, PPTX, and other files, then search them with semantic search through natural conversation. Use this skill for: knowledge base creation, document upload, semantic search, document retrieval, PDF search, file indexing, RAG (retrieval-augmented generation), vector search, AI search, question answering over documents, text search API, document Q&A, knowledge management, and enterprise search. Trigger on: 'knowledge base', 'semantic search', 'document search', 'RAG', 'search my files', 'upload documents', 'PDF search', 'denser retriever', 'index documents', 'search knowledge base', 'document retrieval', 'vector search', or any request to search, query, or build a searchable collection of files."
Literature Review
fabioc-aloha
"Systematic literature search, synthesis, gap identification, and narrative construction for academic research"
production-rag-checklist
latestaiagents
Deploy RAG systems to production with proper architecture, monitoring, and operations. Use this skill when deploying RAG to production, scaling retrieval systems, implementing RAG monitoring, or building enterprise RAG infrastructure. Activate when: production RAG, RAG deployment, enterprise RAG, RAG architecture, RAG monitoring, RAG scaling, RAG infrastructure, RAG ops.