Skills
101,174 packaged capabilities and playbooks for agents. Install any of them with one command.
All
Troubleshoot and optimize Ascend C operator performance. Use when developing, reviewing, or optimizing Ascend C kernel operators, or when keywords such as Ascend C performance optimization, operator optimization, tiling, pipelining, data transfer, memory optimization, NPU, or Ascend are mentioned
Use when working with the Codable protocol, JSON encoding/decoding, CodingKeys customization, enum serialization, date strategies, custom containers, or encountering “Type does not conform to Decodable/Encodable” errors — comprehensive Codable patterns and anti-patterns for Swift 6.x
Use when adding/modifying database columns, encountering "FOREIGN KEY constraint failed", "no such column", "cannot add NOT NULL column" errors, or creating schema migrations for SQLite/GRDB/SQLiteData - prevents data loss with safe migration patterns and testing workflows for iOS/macOS apps
Expert knowledge for Azure Analysis Services development, including troubleshooting. Use when resolving server connectivity, firewall/VNet, DNS, client connection, or network error issues, and other Azure Analysis Services development tasks. Not for Azure Synapse Analytics (use azure-synapse-analytics), Azure SQL Database (use azure-sql-database), Azure SQL Managed Instance (use azure-sql-managed-instance), or SQL Server on Azure Virtual Machines (use azure-sql-virtual-machines)
Expert knowledge for Azure App Testing development, including troubleshooting, best practices, decision-making, architecture and design patterns, limits and quotas, security, configuration, integrations and coding patterns, and deployment. Use when running Azure Load Testing, Playwright Workspaces, JMeter/Locust tests, private endpoint/VNet tests, CI/CD runs, and other Azure App Testing development tasks. Not for Azure Test Plans (use azure-test-plans), Azure DevOps (use azure-devops), Azure Pipelines (use azure-pipelines), or Azure App Service (use azure-app-service).
Expert knowledge for Azure Quotas development including limits & quotas. Use when checking storage account capacity, IOPS, throughput, portal views, or CLI-based quota increase requests, and other Azure Quotas related development tasks. Not for Azure Monitor (use azure-monitor), Azure Resource Manager (use azure-resource-manager), Azure Policy (use azure-policy).
Expert knowledge for Azure Sre Agent development, including troubleshooting, best practices, decision-making, architecture and design patterns, limits and quotas, security, configuration, integrations and coding patterns, and deployment. Use when integrating SRE Agent with Azure DevOps/GitHub, Kusto, ServiceNow/PagerDuty, Teams, or Azure Monitor/App Insights, and for other Azure Sre Agent-related development tasks. Not for Azure Monitor (use azure-monitor), Azure Reliability (use azure-reliability), Azure Resiliency (use azure-resiliency), or Azure Service Health (use azure-service-health).
Analyzes article structure, identifies positions requiring visual aids, generates illustrations with a Type × Style two-dimension approach. Use when the user asks to "illustrate article", "add images", "generate images for article", or "为文章配图".
Generates article cover images with 5 dimensions (type, palette, rendering, text, mood) combining 9 color palettes and 6 rendering styles. Supports cinematic (2.35:1), widescreen (16:9), and square (1:1) aspects. Use when user asks to "generate cover image", "create article cover", or "make cover".
Read and publish 专栏 articles on Bilibili (bilibili.com) with the user's own login cookies (BYOC) — list their published articles with view/like/comment stats, inspect one article, and publish a new article. Use when the user mentions Bilibili / B站 / 专栏, "我的B站专栏", reading article stats (阅读/点赞), or publishing/投稿 a 专栏 article.
BingX Copy Trade Spot trading — sell spot assets based on a buy order, query personal trading overview, profit summary, profit details, and historical orders for a copy trader. Use when the user asks about BingX copy trade spot sell, copy trading spot profit, copy trader spot order history, or spot copy trading overview.
Design identity governance and lifecycle (IGA) programs on platforms like SailPoint, Saviynt, or Entra ID Governance, covering joiner-mover-leaver (JML) automation, role mining, access requests, periodic recertification, and orphaned-account remediation sourced from an HR feed. Use when automating cross-system JML provisioning, remediating former-employee access, or building lifecycle processes for SOX, HIPAA, or GDPR compliance.
Validate Bun workspace configuration and detect common monorepo issues. Ensures proper workspace setup, dependency catalogs, isolated installs, and Bun 1.3+ best practices. Use when setting up a Bun monorepo, before adding workspace dependencies, auditing an existing Bun workspace, or validating package.json in CI.
Analyze character traits based on story text and generate detailed character profiles. Use to understand character settings, provide actors with references for shaping roles, and create character dossiers for scriptwriting. Use when the user mentions character profiles, character dossiers, or character analysis.
Converts PDF (.pdf) documents into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill whenever the user shares, references, or asks about a .pdf file — even if they don''t say "convert" or "markdown" explicitly. This includes requests to "read", "summarize", "review", "extract data from", "compare", or "analyze" a PDF report, paper, invoice, form, contract, or scanned document. Always run the bundled conversion script to produce Markdown first; do not attempt to parse PDF content directly or write ad-hoc extraction code. Also use this skill for batch requests involving a whole folder of PDF documents. IMPORTANT: When the user references a folder or set of documents containing multiple file types (.pdf, .docx, .xlsx), invoke ALL three sibling skills — convert-pdf-to-md, convert-word-to-md, and convert-excel-to-md — so no file type is silently skipped.
Evaluate one sklearn-compatible learner with the locked validation scheme and persist structured skore reports. The splitter and any non-default score are already on the DataOp from `build-ml-pipeline`. This skill writes the call without `splitter=`, persists the report, and records the locator. When the locked split is the training table and test table that shipped with the data, fit on the training table, then pass `splitter="prefit"` with only the test table. When `model-ml-pipeline` dispatched this turn, return the locator. A standalone turn owns the evaluate-stage close. TRIGGER when code calls `cross_val_score`, `cross_validate`, `classification_report`, `.skb.cross_validate`, or a handwritten metric print, or the user asks to score, evaluate, or run CV on one learner. Narrative reads of a persisted report belong to `audit-ml-pipeline`. HOW TO USE: before any evaluation call. Resolve G-SKORE-MODE, read the stops, and emit Pre-flight before code. Confirm symbols with `python -m skore_skills api get`.
Use Exa Agent for multi-step web research, list-building, enrichment, structured output, run continuation, and coverage validation. Exa Agent can access additional data providers: fiber, financial_datasets, similarweb, baselayer, affiliate, particle, and jinko.
Compatibility redirect and shared reference carrier for the Fireworks training skills. Use research to choose method, data, evaluation, and a cookbook entry; use configure to plan and run training; use debug for stuck, failed, or low-quality runs; use migrate-tinker to port an existing Tinker loop. Keep this skill installed so the entry skills can load its progressive references.
Build distinctive, production-grade frontend interfaces. Use when creating any web UI — sites, apps, dashboards, components. Focuses on design quality and avoiding generic AI aesthetics. Composable with other skills (docx, pdf, xlsx).
Port TON smart contracts from FunC (.fc/.func) to modern Tolk (.tolk) with Acton: use acton func2tolk when helpful, then refactor storage/messages/opcodes into typed structs and serialization, implement Acton-style entrypoints, generate wrappers, migrate JS/TS tests to native Tolk tests, and use acton build/test/script/verify/disasm to preserve TL-B compatibility and behavior. Use when asked to convert, port, or modernize FunC contracts into idiomatic Tolk.
PR and MR workflows for GitHub (gh) and GitLab (glab). Creation, review comment handling, thread resolution, review state queries, merging (including stacked PRs), cost-aware bot review rounds (GitHub: Copilot, CodeRabbit), and Copilot code review configuration (rulesets, custom instructions, billing). Use when creating PRs/MRs, addressing review feedback, resolving threads, looping bot reviews, checking approvals, querying PR data, stacking PRs or merging a stack, configuring Copilot reviews, or configuring gh/glab read-only allowlists. Not for git commits (git-commit), CI/CD status (git-ci), local pre-push CodeRabbit CLI reviews (coderabbit), or general git ops
Modernize Go code to use current language features and standard library additions, Go 1.21 through 1.27: generics and generic methods, log/slog, errors.Join, slices/maps, iterators, encoding/json/v2, stdlib uuid. Use when: "modernize", "update to modern Go", "use generics", "replace interface{}", "upgrade Go version", "slog", "errors.Join", "range over func", "iterators". Not for: general style (go-coding-standards), error philosophy (go-error-handling), logging architecture (go-observability).
Use the hap-cli command-line tool to operate the HAP enterprise platform. This is the main entry point for hap-cli skills. Covers contacts, chat messages, posting updates, calendar management, and app and data operations (creating, reading, updating, and deleting worksheet records; workflows; pending approvals; custom pages; role permissions; file uploads, and more). Trigger whenever the user wants to find people, send messages, post updates, view or create calendar events, read or write records in a table, or handle approvals in HAP, even if they do not explicitly mention the tool.
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).
Audit and rewrite a LinkedIn profile end-to-end for 2026: headline, About 7-step, Featured, banner, photo, Experience metrics, Skills, custom URL, recommendations. Triggers on "review my profile", "rewrite my headline", "fix my About", "optimize banner", "profile audit", "LinkedIn bio". Converts resume-style profiles to ones that convert 3-5x better. Not for writing feed content (use linkedin-post-writer).
Search and analyze TikTok video data. Filter videos by region, creator, product, category, views, duration, posting time, and whether they feature product promotion, paid promotion, or AI video. Returns metrics such as views, likes, comments, shares, saves, video sales, and GMV across 16 TikTok Shop sites. Trigger on mentions of TikTok video search, video lists, promotional videos, video data, views, sales, analytics, EchoTik videos, TikTok video search, TikTok video list, TikTok video analytics, TikTok promotional videos, TikTok video views, or TikTok video engagement. Trigger even without explicit mention of “EchoTik” or “TikTok” if the request involves searching or analyzing TikTok video performance metrics by criteria.
Discover popular new products in 16 TikTok Shop regional markets using EchoTik new product ranking data. Trigger this skill when users mention TikTok new product rankings, TikTok best-selling products, TikTok Shop hits, short-video e-commerce product selection, TikTok new product discovery, cross-border TikTok product selection, TikTok new product rankings, TikTok bestsellers, short-video product selection, TikTok viral products, new product ranking, or TikTok product trends. Trigger it even if the user does not explicitly mention “EchoTik” or “new product rankings”, as long as their request involves finding hot new products or emerging product trends on TikTok Shop.
Query TikTok Shop store (seller) details. Use sellerId to retrieve a complete profile for one store, including total sales; sales volume and revenue (GMV) across multiple periods (1, 7, 30, and 90 days); follower count, rating, review count, positive review rate, delivery rate, response rate, number of products in the store, creator count, shoppable video count, livestream count, price range, product categories, estimated listing time, and other metrics. Trigger this skill when the user mentions TikTok store details, TikTok seller details, TikTok store analysis, TikTok store data, TikTok store profile, TikTok Shop store detail, TikTok seller detail, or EchoTik store profile. Even if the user does not explicitly mention “EchoTik” or “TikTok,” trigger this skill whenever they want the complete details or profile of a TikTok Shop store and know its sellerId.
Search TikTok e-commerce store rankings using kalodata data and retrieve details for a specified store. Browse top-ranked, high-sales TikTok Shop stores by region, currency, language, and date range. Use shopId to retrieve revenue, sales volume, products for sale, revenue from self-operated, distribution, and marketplace channels, and creator collaborations. Trigger on mentions of TikTok store rankings, top-selling TikTok stores, TikTok Shop leaderboards, kalodata store searches or rankings, TikTok store details, store revenue or sales, TikTok shop ranking, TikTok shop leaderboard, TikTok top shops, TikTok store ranking, TikTok shop detail, TikTok store detail, or kalodata shop search/detail. Trigger even without explicit mention of “kalodata” if the request involves viewing TikTok store rankings or detailed data for a TikTok store.
Plan liquidity provision on PancakeSwap. Use when the user says “add liquidity on pancakeswap,” “provide liquidity,” or “LP on pancakeswap,” or describes wanting to deposit tokens into liquidity pools without writing code. Also use when a user holds two tokens and asks how to earn yield, get the best profit, or put tokens to work—especially on Solana or any chain where farming is unavailable.
End-to-end audio generation with ListenHub-Voice-1.0 (text / image → audio). Supports sound effects, multi-voice dialogue, reference-audio cloning, and a duration hint. Triggers on: "生成音频", "语音生成", "端到端音频", "图片转音频", "图片生成音频", "多音色对白", "参考音频克隆", "克隆音色", "音效生成", "生成音效".
Explain concepts, formulas, mechanisms, and principles until they can be recognized, derived, and transferred: use plain Chinese to connect concrete situations, criteria for judgment, how they work, and the conditions under which they hold. USE WHEN the user invokes ljg-explain, says "explain it in plain terms", "explain this concept or formula thoroughly", "Feynman-style explanation", "ELI5", or wants to understand a topic from scratch and apply it to new situations. NOT FOR pure polishing or translation, full-length reading companions, interpretation of an entire book or paper, or requests for only a formal proof or operating steps.
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.