Skills
101,174 packaged capabilities and playbooks for agents. Install any of them with one command.
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DWS cluster I/O overload root cause diagnosis skill, based on KooCLI v3.2.0+ and DWS Autopilot MCP Server. Automatically collects I/O metrics, analyzes root causes (customer-side / system-side) via a three-stage decision tree, and outputs a standardized diagnosis report. Applicable to scenarios involving high DWS cluster I/O usage, I/O alarms, and disk I/O load anomalies. Trigger words: "I/O高", "I/O告警", "I/O诊断", "I/O过载", "IO高", "IO告警", "IO诊断", "IO过载", "磁盘IO负载异常", "util打满", "await高", "high I/O", "I/O alarm", "I/O diagnosis"
Execute a CMA-ES calibration from confirmed Jinkō inputs: assemble the model, protocol, output sets, fitness data tables, parameter priors, and optimizer options; create and run the Calibration; and return the supported results. Use when the user wants to perform a CMA-ES calibration, not when they need to choose a calibration strategy, infer priors, design objectives, or decide whether results are acceptable.
Read and publish on 掘金 / Juejin (juejin.cn) 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 掘金 / Juejin, "我的掘金文章", reading their article stats (阅读/点赞), or publishing/发文 to 掘金.
Optimizes Magento 2 indexing for search performance and database efficiency. Use when optimizing search performance, configuring Elasticsearch, designing database indexes, or improving reindexing strategies. Masters indexer optimization, Elasticsearch configuration, and database indexing.
Create, deploy, and operate Streamlit apps in PostHog via the streamlit-apps MCP tools — create an app, set its source, read and patch its code, start and stop its sandbox, poll status, list versions, delete, and share the app with humans via its PostHog URL. Use when asked to "create a streamlit app", "deploy a data app", "ship a dashboard app", "restart/stop my app", "why is my app not running", or "give me a link to the app".
Guide to creating and building high-quality MCP servers that let LLMs interact with external services through well-designed tools. Use when the user wants to build, develop, or implement an MCP server integrating external APIs or services in Python (FastMCP) or Node/TypeScript (MCP SDK). To only install/configure an existing MCP server (e.g. Jira), use setup instead.
Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter validation, database operations, error handling, service registration, and Moodle coding standards.
Motion Studio - motion designer, art director, animator, editor and sound designer in one skill. Produces polished motion-graphics MP4s from a brief - product ads, demos, explainers, tech news, trailers, logo reveals, kinetic typography, infographics, documentaries, music visualizers, lyric videos, UI promos, social shorts - in 51 visual styles (minimal, Apple-style, luxury, SaaS, cinematic, horror, cyberpunk, HUD, glitch, VHS, 80s, Y2K, pixel, anime, comic, paper cutout, blueprint, data viz, generative...) and 10 motion languages (cinematic, snappy, elastic, mechanical, organic, glitch, energetic, calm, stop-motion, smooth), any aspect ratio (16:9, 9:16, 1:1, 4:5, custom). Use for any request to make, restyle or compare an animated/motion-graphics video, including "same video in 3 styles", "make this more cinematic" and reproducible benchmark renders. Plans concept + storyboard first, renders deterministic frames, generates beat-synced music/SFX, and runs automated video QC.
Use when the user explicitly requests proposal QC, quality control, pre-editing checks, citation authenticity checks, or length and structure checks. Performs read-only quality control on NSFC proposals: independent parallel checks for stiff writing, risk of fabricated or incorrect citations, length and section distribution, and logical clarity, then outputs a standardized QC report. Intermediate files are archived by default to `project_root/.bensz-api/task-{yyyymmdd-hhmm}-{简短描述}/nsfc-qc/{yyyy-mm-dd-hh-mm}/`; also supports reading and cleaning up legacy `.nsfc-qc/`.
Anti-forensics and evidence destruction techniques for red team operators conducting authorized engagements. Covers log clearing on Windows (wevtutil, Clear-EventLog, ETW provider patching) and Linux (journal truncation, utmp/wtmp binary editing, syslog manipulation), timestamp manipulation via Timestomp and SetMACE to defeat timeline analysis, filesystem-level anti-forensics including NTFS Alternate Data Streams for payload hiding and secure deletion with sdelete/shred, memory artifact removal to counter live forensics, disk artifact manipulation targeting MFT entries and USN journal records, network forensics evasion through encrypted C2 channels and DNS-over-HTTPS tunneling, and anti-VM/sandbox detection to avoid dynamic analysis environments. Tools: Timestomp, wevtutil, sdelete, shred, MimiPenguin, Invoke-Phant0m. Aligns to MITRE ATT&CK T1070 (Indicator Removal), T1027 (Obfuscated Files or Information), T1497 (Virtualization/Sandbox Evasion). Each technique includes the forensic artifact it targets, the destruction or manipulation method, and the defender perspective so operators understand detection gaps they must account for.
Container escape and breakout techniques targeting Docker, containerd, and Podman runtimes. Covers privileged container breakout via host filesystem mount and nsenter, Docker socket abuse through /var/run/docker.sock, Linux capability exploitation including CAP_SYS_ADMIN, CAP_SYS_PTRACE, and CAP_NET_ADMIN, cgroup v1 notify_on_release escape, runc CVEs such as CVE-2019-5736 and CVE-2024-21626 Leaky Vessels, kernel exploits from within containers, and Dockerfile misconfigurations like --privileged and host namespace sharing. Includes enumeration with capsh, amicontained, deepce, CDK, and nsenter. Maps to MITRE ATT&CK T1611 Escape to Host. Use this skill when the engagement scope includes container breakout, Docker escape, container privilege escalation, host access from container, or when you land inside a containerized environment and need to reach the underlying host.
Comprehensive Linux privilege escalation methodology for offensive security engagements. Covers the full attack surface from a low-privilege shell to root: SUID/SGID binary abuse via GTFOBins, Linux capabilities exploitation (cap_setuid, cap_dac_override, cap_dac_read_search), sudo misconfigurations including NOPASSWD rules and Baron Samedit (CVE-2021-3156), cron job abuse through writable scripts, PATH hijacking, and wildcard injection with tar/rsync/chown. Includes writable /etc/passwd attacks, NFS no_root_squash exploitation, kernel exploits (DirtyPipe CVE-2022-0847, DirtyCow CVE-2016-5195, PwnKit CVE-2021-4034), Docker group container escapes, LD_PRELOAD and LD_LIBRARY_PATH hijacking for shared library injection, systemd service misconfigurations, and sensitive file enumeration for credential harvesting. Integrates automated enumeration with LinPEAS, linux-exploit-suggester, pspy for process monitoring, and GTFOBins for binary exploitation. Each technique includes detection signatures and defender-side visibility to support purple team operations. Maps to MITRE ATT&CK T1548 (Abuse Elevation Control Mechanism) and related sub-techniques. Designed for authorized penetration testing, red team engagements, and CTF competitions where you hold a low-privilege shell and need to escalate to root.
Use the public `orca` CLI to operate Orca-managed worktrees, folder contexts, terminals, repos, automations, artifacts, worktree comments, and the browser embedded inside the Orca app. Use when the user says "$orca-cli", "use orca cli", "Orca worktree", "child worktree", "cardStatus", "spawn codex/claude in a worktree", "read/wait/send Orca terminal", "terminal send", "full handoff", "handover", "give this to another agent", "another worktree", "Orca browser", "orca artifacts", "share HTML/Markdown", "public artifact link", or "control the browser inside Orca". Prefer this over raw `git worktree`, ad hoc PTYs, Playwright, or Computer Use when the task touches Orca-managed state. Use Computer Use for browser windows, webviews, or desktop UI outside Orca's embedded browser.
Builds and manages owned community platforms. Use when the user requests 'Discord community', 'Slack community', 'community platform', 'community-led growth', 'forum', 'champions program', 'ambassador program', or 'community engagement strategy'.
Translate local PDFs, including safe prose on image-only scans, into Vietnamese or another supported Latin-script language while preserving layout, formulas, tables, and figures. Use for PDF translation, OCR-assisted scan translation, batch translation, terminology-sensitive handoff translation, or diagnosing incomplete output. Do not use for targets requiring CJK, right-to-left, or complex-script shaping.
Mở rộng một draft SPEC ĐÃ ĐƯỢC DUYỆT thành kế hoạch thi hành được — file `DDMMYY-<tên>-PLAN.md` mà một agent KHÔNG có context nào (CLI rẻ chạy headless, không hỏi lại được) vẫn làm đúng: đường dẫn file chính xác, khối Interfaces (Consumes/Produces) khai chữ ký cho task hàng xóm, ràng buộc bao trùm chép nguyên văn, và từng bước 2-5 phút kiểu TDD có code thật + lệnh chạy + output mong đợi. Gọi SAU `/propose` và SAU khi user duyệt ở cổng, TRƯỚC khi dispatch task cho agent. Trigger - "viết plan", "mở rộng proposal thành plan", "plan thi hành", "chuẩn bị brief cho agent", "/plan". KHÔNG dùng để thiết kế hay để hỏi yêu cầu (đó là `/propose`), KHÔNG dùng khi chưa có SPEC duyệt.
Bulk-realign an existing Salesforce UserRole hierarchy from an external org-chart artifact (PDF, xlsx, or plain-text list of role-and-parent pairs) in one admin-approved manifest. Clarify scope and whether users move with roles, resolve identities that do not match verbatim, diff the artifact against the current tree, and submit create, rename, reparent, empty-role delete, and user-assignment mutations together. Triggers on "reorganize the role hierarchy", "apply this org chart to roles", "bulk update role parents", "realign roles from PDF", "restructure the role hierarchy", "reparent roles from this spreadsheet". Do not trigger for a single role create, rename, or reparent with no other changes, or for asking which roles exist or how they are nested — that is `managing-roles`. Do not trigger for territory, account, or forecast hierarchies, or for authoring sharing rules
Stingray-backed Redfin CLI with workflows the website can't do — saved-search diff, sold-price trends, $/sqft ranking, and offline SQL. Trigger phrases: `find homes for sale in <city>`, `watch redfin listings for <area>`, `rank houses by price per square foot`, `pull sold comps for <address>`, `compare these redfin listings`, `use redfin-pp-cli`, `run redfin`.
Design, implement, diagnose, and test Rust concurrency and parallelism with threads, Send and Sync, locks, atomics, channels, Tokio, Rayon, Crossbeam, bounded backpressure, actor ownership, task supervision, graceful shutdown, runtime diagnostics, and Loom model tests. Use when users ask about shared state, deadlocks, async tasks, CPU parallelism, high concurrency, daemon resource budgets, slow consumers, worker pools, lock-free structures, or concurrent correctness.
Generates code from Sketch designs with 1:1 visual fidelity using Sketch MCP (`get_document_info`, `get_layer_tree_summary`, `get_screenshot`, `get_symbol_overrides`, `get_design_assets`, targeted `run_code`). Inspects existing project code and conventions first, maps symbols and overrides to reusable components, exports assets, and validates implementations against Sketch screenshots (web: running app vs `get_screenshot`). Use when implementing or updating UI in React, Tailwind, SwiftUI, Kotlin, or other technologies from an Sketch document, page, frame, or layer.
Plan and generate deep links for token swaps on PancakeSwap. Use when user says "swap on pancakeswap", "buy [token] with BNB", "pancakeswap swap", "I want to swap", "cross-chain swap", "bridge swap", or describes wanting to exchange tokens on PancakeSwap without writing code.
Implements the Syncfusion WPF Carousel for displaying items in rotating or custom path interfaces with navigation support. Use when building image carousels, rotating galleries, or custom-path item displays with templates and data binding.
Use when implementing mouse picking, hover detection, object selection, or line-of-sight checks in Three.js. Prevents the common mistake of raycasting every mousemove frame, not using layers for filtering, or missing recursive flag. Covers Raycaster, setFromCamera, intersection format, InstancedMesh picking, layers, performance. Keywords: Raycaster, mouse picking, intersectObjects, click, hover, setFromCamera, intersection, instanceId, object selection, click on 3D object, detect mouse over, pick element.
Score and compare images using vision LLMs as judges. YAML-defined criteria presets for 11 use cases (text-to-image, photorealism, document OCR, charts, UI, portrait, product, scientific, invoice, alt-text, artistic style). Supports OpenAI, Anthropic, Gemini, Mistral, and OpenRouter as judge providers. Keys auto-decrypted via SOPS + age.
Use when rewriting AI-generated text to match a specific person's or brand's authentic voice. Use when AI output sounds generic, corporate, or detectable. Unlike generic "humanizers," this skill requires voice analysis input and produces voice-consistent output, not fake imperfections.
Управление сайтами через Yandex Webmaster API: индексация, поисковые запросы, сайтмапы, переобход, ссылки, фиды, диагностика. Плюс scraping раздела Alice / Share of Voice (нет публичного API). Triggers: яндекс вебмастер, yandex webmaster, webmaster api, вебмастер индексация, вебмастер запросы, вебмастер переобход, share of voice, sov, алиса, alice efficiency, конкуренты в алисе.
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.