向量嵌入
向量检索与嵌入工作流
compare
TakaGoto
"Compare two RAG approaches side by side"
mapbox-search-patterns
mapbox
Expert guidance on choosing the right Mapbox search tool and parameters for geocoding, POI search, and location discovery
github-explorer
blessonism
Deep-dive analysis of GitHub projects. Use when the user mentions a GitHub repo/project name and wants to understand it — triggered by phrases like "帮我看看这个项目", "了解一下 XXX", "这个项目怎么样", "分析一下 repo", or any request to explore/evaluate a GitHub project. Covers architecture, community health, competitive landscape, and cross-platform knowledge sources.
ionic-design
Cap-go
Guide to using Ionic Framework components for beautiful native-looking Capacitor apps. Covers component usage, theming, platform-specific styling, and best practices for mobile UI. Use this skill when users need help with Ionic components or mobile UI design.
Exploration Tools
takeokunn
Tool definitions and usage patterns for codebase exploration (Glob, Grep, Read, LSP). Agents reference this skill instead of inline tool definitions.
computer-science-tutor
szeyu
Computer Science subject expertise for studying algorithms, data structures, systems, and programming concepts. Provides complexity analysis, code patterns, and visual diagrams. Use when studying CS topics, creating programming notes, solving algorithm problems, or explaining computing concepts. Triggers - computer science help, algorithms, data structures, Big-O, coding problems, programming concepts, system design.
physics-tutor
szeyu
Physics subject expertise for study notes, problem-solving, and explanations. Covers mechanics, electromagnetism, thermodynamics, waves, and modern physics. Provides diagrams, formulas, and step-by-step problem solutions. Use when studying physics topics, creating physics notes, solving physics problems, or explaining physical concepts. Triggers - physics help, mechanics, kinematics, forces, energy, electricity, magnetism, thermodynamics, waves.
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.
content-similarity-checker
dkyazzentwatwa
Compare document similarity using TF-IDF, cosine similarity, and Jaccard index. Use for plagiarism detection, duplicate finding, or content matching.
image-comparison-tool
dkyazzentwatwa
Compare images with SSIM similarity scoring, pixel difference highlighting, and side-by-side visualization.
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).
Java Backend Developer Skill Profile
SoledadVac
Never suggest Python scripts â I work in pure Java ecosystem
edico
xenitV1
Core Knowledge Management Skill. Reduces research redundancy and provides autonomous long-term memory by persisting synthesized web data.
podcast-seo
guia-matthieu
"Optimize podcast content for search engines using transcripts, structured show notes, and strategic keyword targeting to drive organic discovery. Use when: Launching a new podcast and planning for discoverability; Adding transcripts to existing episodes for SEO benefit; Optimizing show notes for search traffic; Building topical authority through podcast content; Increasing organic traffic to podcast landing pages"
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".
salam
SalamLang
Use when writing, reading, debugging or reviewing Salam source (.salam files) - the Salam programming language with English/Persian/Arabic keywords. Covers its enforced declaration ordering, the until = while rule, stdlib lookup, and the toolchain traps that silently produce wrong behaviour. Triggers on .salam files, "Salam", "salamlang", or any request to compile, check or run Salam code.
b2c-job
SalesforceCommerceCloud
Run and monitor existing (B2C/demandware/SFCC) jobs using the b2c cli, import/export site archives (IMPEX). Always reference when using the CLI to run jobs, import or export site archives, check job execution status, or trigger search indexing. For creating new jobs, use b2c-custom-job-steps skill instead.
b2c-querying-data
SalesforceCommerceCloud
Best practices for querying products, orders, customers, and system objects in B2C Commerce. Use when writing product searches, order queries, customer/profile lookups, replacing database-intensive APIs, improving search performance, or diagnosing slow category/search pages. Covers ProductSearchModel, OrderMgr, CustomerMgr, SystemObjectMgr, index-friendly vs database-intensive APIs, and query performance pitfalls. For order lifecycle and status management, use b2c-ordering instead. For custom object CRUD, use b2c-custom-objects instead.
b2c-docs
SalesforceCommerceCloud
Search and read B2C Commerce (SFCC/Demandware) Script API documentation and XSD schemas with the b2c cli. Always reference when using the CLI to search or read Script API documentation, look up dw.* classes, or browse XSD schemas. Also use when writing B2C scripts, answering "how do I" questions about URLs/products/orders, or verifying class methods and properties.
search-layer
blessonism
Multi-source search and deduplication layer with intent-aware scoring. Integrates Brave Search (web_search), Exa, Tavily, and Grok to provide high-coverage, high-quality results. Automatically classifies query intent and adjusts search strategy, scoring weights, and result synthesis accordingly. Triggers on "deep search", "multi-source search", or when high-quality research is needed.
github-explorer
blessonism
Deep-dive analysis of GitHub projects. Use when the user mentions a GitHub repo/project name and wants to understand it — triggered by phrases like "帮我看看这个项目", "了解一下 XXX", "这个项目怎么样", "分析一下 repo", or any request to explore/evaluate a GitHub project. Covers architecture, community health, competitive landscape, and cross-platform knowledge sources.
mongodb
einverne
Guide for implementing MongoDB - a document database platform with CRUD operations, aggregation pipelines, indexing, replication, sharding, search capabilities, and comprehensive security. Use when working with MongoDB databases, designing schemas, writing queries, optimizing performance, configuring deployments (Atlas/self-managed/Kubernetes), implementing security, or integrating with applications through 15+ official drivers. (project)
breadboarding
koolamusic
Transform a workflow description into affordance tables showing UI and Code affordances with their wiring. Use to map existing systems or design new ones from shaped parts.
remix-icon
einverne
Guide for implementing RemixIcon - an open-source neutral-style icon library with 3,100+ icons in outlined and filled styles. Use when adding icons to applications, building UI components, or designing interfaces. Supports webfonts, SVG, React, Vue, and direct integration.