CzechAI Arsenal | AI Agents and Tools Catalog

For each agent: its category emoji and individual emoji, a simple English name, and what it can do. Its system name appears underneath. Everything is visible, with no internal scrollbars.

Section II

Custom Swarms

26 swarms — 9 permanent specialist teams and 17 task teams. The lead assigns work, specialists run in parallel, and a reviewer checks the result. Each member is a verified ID of a real agent, not a role description.

🧩BASE SWARMS (9) — Permanent domain teams, each with its own agent folder

🗂️🤝01-czechai — Corporate domains — AML, banks, insurance, real estate, Czech law, OSINT, operations · 24 agents01-czechai

🗂️🤝02-marketing — Positioning, copy, campaigns, creatives, measurement, lifecycle · 21 agents02-marketing

🗂️🤝03-vyzkum — Research, fact-checking, citations, competition, trends · 18 agents03-vyzkum

🗂️🤝04-vyvoj — Architecture, backend, frontend, languages, debugging, refactoring · 25 agents04-vyvoj

🗂️🤝05-kvalita — Code review, tests, security reviews, critical review · 17 agents05-kvalita

🗂️🤝06-design — UI, UX, accessibility, 3D, visual storytelling · 10 agents06-design

🗂️🤝07-infra — Servers, containers, networks, monitoring, incidents, security · 20 agents07-infra

🗂️🤝08-pravo — Contracts, compliance, GDPR, risk management · 6 agents08-pravo

🗂️🤝09-ai — Agent teams, prompts, MCP, workflow orchestration · 9 agents09-ai

🧩TASK SWARMS (17) — teams for specific tasks. Pattern: lead → parallel specialists → synthesis → reviewer. All members are verified IDs.

🤝🤝OSINT — Complete Verification — Complete due diligence on a person or company. The agents are backed by the running osint-swarm orchestrator with 21 tool agents and four services: osint-api, osint-proverka, crucix-osint, and spiderfoot.
lead: osint-spy specialists: Threat Intelligence Analyst · aml-agent · pravnik-agent · search-specialist · fact-checker reviewer: Evidence Collector
running services: osint-swarm (:5234) · osint-api (:5232) · osint-proverka (:5233) · crucix-osint (:3117) · spiderfoot (:5001)
tool agents (21): identity_username · email_breach · phone_intel · domain_intel · subdomains · recon_ng · network_scan · linkedin_staff · person_combo · company_osint · spiderfoot · osint_proverka · crucix · aml_screening · fraud_guard · spy_detective · deep_research · web_search · rag_kb · searxng · ares_registry
tools: Maigret · Sherlock · Holehe · PhoneInfoga · GHunt · blackbird · FBI-tools · Photon · recon-ng · subfinder · amass · Censys · SpiderFootOSINT

🏠🤝Search swarm — real estate — Continuous property search: collection from 380 portals, checks that listings are still active, valuation using a proprietary model, and detection of undervalued properties. Runs on two servers.
lead: offmarket-realitni-hunter specialists: off-market-undervalued-hunter · realestate-agent · Investment Researcher · url-context-validator · service-auditor reviewer: Evidence Collector
running services: property-watchdog-host · lovec-push · lovec-data-quality · lovec-db-guardian · lovec-prometheus · reality-pipeline (134) · price map V24 (40)
data: 320 000 properties · 380 portals · 8 700 records daily · 1 981 opportunitiesReality

🏠🤝Real estate — property due diligence — Complete due diligence for a specific property: cadaster, rights, owner, price.
lead: realestate-agent specialists: pravnik-agent · aml-agent · osint-spy · Investment Researcher reviewer: Reality CheckerReality

🕵️🤝AML and sanctions — Screening of person or company against sanctions, PEP, insolvency, and risk score.
lead: aml-agent specialists: osint-spy · compliance-specialist · risk-manager · Compliance Auditor reviewer: Reality CheckerCompliance

⚖️🤝Law and contracts — Contract analysis, legal risk, GDPR, and compliance with Czech legislation.
lead: pravnik-agent specialists: legal-advisor · Legal Document Review · Data Privacy Officer · compliance-specialist reviewer: criticPravo

🏦🤝Banks and mortgages — Mortgage calculation, creditworthiness, product comparison, and ancillary insurance.
lead: banking-agent specialists: insurance-agent · biz-advisor · Investment Researcher reviewer: Reality CheckerFinance

💻🤝Web and application development — Building or rebuilding web and application systems from design to deployment.
lead: code-architect specialists: frontend-developer · backend-developer · typescript-pro · ui-designer reviewer: code-reviewerVyvoj

💻🤝Debugging and error hunting — When something breaks and the cause is unclear — from symptom to root cause.
lead: debugger specialists: error-detective · tracer · build-error-resolver · test-runner reviewer: verifierVyvoj

🔒🤝Security audit — Penetration testing, configuration review, dependency analysis, and secret detection in code.
lead: security-auditor specialists: penetration-tester · Security Architect · Senior SecOps Engineer · supply-chain-security reviewer: security-reviewerBezpecnost

🖥️🤝Infrastructure and incidents — Failed service, outage, full disk — from diagnosis to service restoration.
lead: Incident Response Commander specialists: devops-troubleshooter · incident-responder · sre-engineer · monitoring-specialist · platform-doctor reviewer: verifierInfrastruktura

🔬🤝Research and Literature Review — Multi-source research with claim verification and citations.
lead: research_lead_agent specialists: research_subagent · search-specialist · fact-checker · citations_agent · knowledge-synthesizer reviewer: criticVyzkum

📣🤝Marketing campaign — From positioning through copy and creative to campaign performance measurement.
lead: mrkt-master specialists: mrkt-positioning-strateg · mrkt-copy-chief · mrkt-paid-ads-commander · mrkt-measurement-lab · mrkt-creative-studio reviewer: mrkt-council-criticMarketing

📊🤝Data and analytics — Data analysis, statistics, queries, and database optimization.
lead: data-scientist specialists: data-analyst · data-researcher · sql-pro · database-optimizer reviewer: verifierData

🎨🤝Design and accessibility — Interface design, user research, and accessibility review.
lead: UI Designer specialists: ui-ux-designer · ux-researcher · Visual Storyteller · Accessibility Auditor reviewer: accessibility-testerDesign

🤖🤝AI, agents, and MCP — Building agent squads, prompts, MCP tools, and workflows.
lead: agent-organizer specialists: llm-architect · prompt-engineer · mcp-developer · workflow-orchestrator · task-decomposition-expert reviewer: llm-redteam-specialistAI

📊🤝Data collection and scraping — Web data collection, checks that links are still live, normalization, and verification of results.
lead: service-auditor specialists: url-link-extractor · url-context-validator · data-researcher · python-pro reviewer: Evidence CollectorData

📚🤝Documentation and Knowledge — Documentation, guides, and knowledge transfer.
lead: technical-writer specialists: knowledge-synthesizer · citations_agent · context-manager reviewer: criticDokumentace

Section III

MCP servers

46 MCP servers — the bridge from agents to the real world. Through them, Claude accesses databases, browsers, email, registries, and proprietary services.

📦 npx (15) — downloaded on demand from the npm registry

🖥️ SSH→server (12) — through a tunnel to the server where the service runs

🌐 HTTP/SSE (11) — remote services via HTTP

🟢 local (7) — runs as a process directly on the workstation

🐍 python (1) — local Python process

Intelligence amplified

One planet, a thousand capabilities

Plugins, skills, and tools are not add-ons. They are layers that turn the model into a working system.

1 009skills

46MCP

Section IV

Plugins, hooks and rules

🔌 Plugins (26): Notion@claude-plugins-official, claude-hud@claude-hud, claude-md-management@claude-plugins-official, code-review@claude-plugins-official, codex@openai-codex, compound-engineering@compound-engineering-plugin, context7@claude-plugins-official, customer-support@knowledge-work-plugins, data@claude-plugins-official, data@knowledge-work-plugins, design@knowledge-work-plugins, engineering@knowledge-work-plugins, enterprise-search@knowledge-work-plugins, feature-dev@claude-plugins-official, finance@knowledge-work-plugins, frontend-design@claude-plugins-official, github@claude-plugins-official, legal@knowledge-work-plugins, marketing@knowledge-work-plugins, operations@knowledge-work-plugins, product-management@knowledge-work-plugins, productivity@knowledge-work-plugins, pyright-lsp@claude-plugins-official, sales@knowledge-work-plugins, stripe@claude-plugins-official, vercel@claude-plugins-official

🛠️ Skills (1009): 1003 have their own SKILL.md with a description. The full list is in section VI.

⌨️ Commands (77): full list in section VII.

🪝 Hooks (3): czechai-guardrail.js, gitnexus, herdr-agent-state.ps1

📏 Rules (1): aurakit-security.md — applies in all sessions regardless of project.

Section V

Added since last catalog review

23 agents not yet in the curatorial catalog in section I. Listed by system name for completeness.

🆕

Newly in the arsenal

🆕czechai-change-reviewer — Independent code change reviewer triggered by a hook after Edit/Write. Checks correctness, security (AuraKit rules), conventions, and...(root)

🆕czechai-team-lead — Team lead for Claude Code Agent Teams. Coordinates multiple independent teammates via shared task list and direct messages...(root)

🆕mrkt-automation-architect — Marketing automation in Mautic logic (campaigns, forms, landing pages, dynamic content), triggered via n8n. Use for...mrkt

🆕mrkt-budget-optimizer — Marketing budget allocation across channels for maximum ROI (respects saturation and carryover). Use for budget distribution.mrkt

🆕mrkt-clv-analyst — Customer Lifetime Value + buy-till-you-die prediction (BG/NBD, Gamma-Gamma). Use for customer value and segmentation.mrkt

🆕mrkt-competitive-intel — Competitor profiles, market gaps, share-of-voice. Use for competitive analysis and differentiation.mrkt

🆕mrkt-copy-chief — Highly converting copy for landing pages, homepage, ads, emails. Use for writing/rewriting marketing text.mrkt

🆕mrkt-council-critic — Adversarial review of marketing output by a 'council of 12 legends'. Use as a MANDATORY check before launching a campaign or copy.mrkt

🆕mrkt-creative-studio — Ad creatives + marketing graphics (concepts + AI prompts). Use for advertising visuals and visual content.mrkt

🆕mrkt-cro-optimizer — Conversion optimization for pages, forms, signups, paywalls. Use to increase conversion rate.mrkt

🆕mrkt-email-copywriter — Email sequences, newsletters, B2B cold outbound, subject lines. Use for email copy and outbound.mrkt

🆕mrkt-growth-hacker — Growth loops, free tools, referrals, directory submissions, viral loops. Use for cheap, scalable acquisition.mrkt

🆕mrkt-influencer-manager — Influencer campaigns from discovery through contracts to ROI. Use for influencer/creator marketing.mrkt

🆕mrkt-lifecycle-manager — Email/SMS lifecycle sequences, segmentation, lead scoring, retention and anti-churn/dunning. Use for customer lifecycle and retention.mrkt

🆕mrkt-market-researcher — Voice-of-Customer research, customer language, insights from reviews/interviews. Use before writing copy for authentic language.mrkt

🆕mrkt-master — Orchestrator of the marketing fleet. Use PROACTIVELY for any complex marketing assignment (launch, campaign, entire strategy)...mrkt

🆕mrkt-measurement-lab — Tracking (GA4/GTM), A/B tests, attribution, dark social. Use for measurement plan and experiments.mrkt

🆕mrkt-mmm-analyst — Bayesian Media Mix Model (à la pymc-marketing) — per-channel ROAS, adstock, saturation, with uncertainty intervals. Use for measurement...mrkt

🆕mrkt-paid-ads-commander — Google/Meta/LinkedIn campaigns — account architecture, targeting, bidding, pacing, tracking. Use for paid acquisition.mrkt

🆕mrkt-positioning-strateg — Positioning, ICP, category, brand narrative. Use when defining product/brand strategy before content creation.mrkt

🆕mrkt-revops-conductor — Lead lifecycle, scoring, routing, marketing→sales handoff, SLA, consent/GDPR governance. Use to align marketing and sales.mrkt

🆕mrkt-seo-geo — SEO + GEO (optimization for citations in AI search engines/LLMs). Use for organic visibility and AI-citable content.mrkt

🆕mrkt-social-video — Social calendar + ready short-form video scripts (reels/TikTok/shorts). Use for social content and video.mrkt

Architecture

Seven Layers of One Building

Infrastructure, backend, data, model, tools, interface, experience. Each layer has its own agents and its own skills.

749agents

22categories

Section VI

Skills — complete catalog

1009 skills. A skill is a guide loaded only when needed — so a thousand can be available without taking up space. Groups are expanded; click a letter to collapse them.

🛠️

0–9

🛠️2d-games — 2D game development principles. Sprites, tilemaps, physics, camera.

🛠️3d-games — 3D game development principles. Rendering, shaders, physics, cameras.

🛠️3d-web-experience — Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product…

🛠️

A

🛠️ab-test-setup — When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test,"…

🛠️abc-xyz-segmentation — Segment a SKU portfolio on value (ABC) and demand variability (XYZ), produce the 9-box with a planning policy per cell, and reallocate planner…

🛠️academic-cv-builder — Format CVs for academic positions, including publications, grants, teaching, and research experience. Use when the user mentions academic CV,…

🛠️accessibility — Audit and improve web accessibility following WCAG 2.1 guidelines. Use when asked to "improve accessibility", "a11y audit", "WCAG compliance",…

🛠️Accessibility Auditor — Web accessibility specialist for WCAG compliance, ARIA implementation, and inclusive design. Use when auditing websites for accessibility…

🛠️Active Directory Attacks — This skill should be used when the user asks to "attack Active Directory", "exploit AD", "Kerberoasting", "DCSync", "pass-the-hash",…

🛠️ad-creative — When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid…

🛠️adaptyv — Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation…

🛠️add-3d-assets — Replace primitive 3D shapes with real GLB models — animated characters, world props, buildings, and scenery for Three.js games. Use when the…

🛠️add-assets — Replace geometric shapes with pixel art sprites — recognizable characters, enemies, and items with optional animation. Use when the user says…

🛠️add-audio — Add music and sound effects to a game using the Web Audio API — background music, gameplay themes, and SFX. Zero dependencies. Use when the…

🛠️add-feature — Add a new gameplay feature to an existing browser game following its architecture patterns. Use when the user says "add a feature", "add…

🛠️add-multiplayer — Add real-time or turn-based multiplayer to an existing browser game using PartyKit (Cloudflare Durable Objects). Scaffolds a room-based server,…

🛠️address-github-comments — Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.

🛠️addyosmani-agent-skills — description missing

🛠️aeon — This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly…

🛠️Agent Development — This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use…

🛠️agent-browser — Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking…

🛠️agent-evaluation — Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where…

🛠️agent-management — Create, manage, and orchestrate AI agents using the AI Maestro CLI. Use when the user asks to "create agent", "list agents", "delete agent",…

🛠️agent-manager-skill — Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.

🛠️agent-md-refactor — Refactor bloated AGENTS.md, CLAUDE.md, or similar agent instruction files to follow progressive disclosure principles. Splits monolithic files…

🛠️agent-memory-mcp — A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).

🛠️agent-memory-systems — Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent…

🛠️agent-messaging — Send and receive cryptographically signed messages between AI agents using the Agent Messaging Protocol (AMP). Use when the user asks to "send…

🛠️agent-reach — MUST USE when user wants to research/search anything on the internet, or mentions any platform or shares any URL (Xiaohongshu, Twitter/X, Bilibili,…

🛠️agent-tool-builder — Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates,…

🛠️agile-product-owner — Agile product ownership toolkit for Senior Product Owner including INVEST-compliant user story generation, sprint planning, backlog management,…

🛠️agirails-agent-payments — no description

🛠️ai-agents-architect — Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration.…

🛠️ai-product — Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill…

🛠️ai-seo — When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user…

🛠️ai-wrapper-product — Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but…

🛠️algolia-search — Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to,…

🛠️algorithmic-art — Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art…

🛠️alirezarezvani-skills — description missing

🛠️alloydb-basics — Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB MCP tools for automated database operations…

🛠️alphafold-database — Access AlphaFold's 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence…

🛠️analytics-tracking — When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4,"…

🛠️android-cicd — Automated Android CI/CD pipeline to Google Play — supports TWA, React Native, Flutter, and native Android. Run npx android-cicd to set up…

🛠️angular — Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns.

🛠️anndata — This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing…

🛠️API Fuzzing for Bug Bounty — This skill should be used when the user asks to "test API security", "fuzz APIs", "find IDOR vulnerabilities", "test REST API", "test GraphQL",…

🛠️API Integration Specialist — Expert in integrating third-party APIs with proper authentication, error handling, rate limiting, and retry logic. Use when integrating REST…

🛠️api-and-interface-design — Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL…

🛠️api-design-principles — Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers and stand the test of…

🛠️api-documentation-generator — Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices

🛠️api-patterns — API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

🛠️api-security-best-practices — Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common…

🛠️api-security-testing — API security testing workflow for REST and GraphQL APIs covering authentication, authorization, rate limiting, input validation, and security…

🛠️app-builder — Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech…

🛠️app-ideas — 90 structured project specs (objective + user stories + bonus features) across 3 tiers (Beginner/Intermediate/Advanced) — input for...

🛠️app-store-optimization — Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google…

🛠️arboreto — Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing…

🛠️archify — Create professional architecture, workflow, sequence, data-flow, and lifecycle/state diagrams as standalone HTML files with SVG graphics, a…

🛠️architecture — Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions…

🛠️architecture-decision-records — Comprehensive patterns for creating, maintaining, and managing Architecture Decision Records (ADRs) that capture the context and rationale…

🛠️architecture-patterns — Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build…

🛠️artifacts-builder — Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS,…

🛠️astro — Build content-focused websites with Astro — zero JS by default, islands architecture, multi-framework components, and Markdown/MDX support.

🛠️astropy — Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial…

🛠️async-python-patterns — Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for…

🛠️audiocraft-audio-generation — PyTorch library for audio generation including text-to-music (MusicGen) and text-to-sound (AudioGen). Use when you need to generate music from…

🛠️aura — All-in-one fullstack dev engine. /aura: 46 modes…

🛠️aura-compact — 스냅샷 저장 + /compact 안내. 단일 명령으로 완료.

🛠️aura-guard — 토큰 예산 모니터. 컨텍스트 사용량 감시 및 컴팩트 방어 시스템 지원. Internal skill — not user-invocable.

🛠️aurakit — AuraKit — security and orchestration layer of CzechAI. Activates 6 security controls (.env audit, role separation, bash-guard, scan...

🛠️autogpt-agents — Autonomous AI agent platform for building and deploying continuous agents. Use when creating visual workflow agents, deploying persistent…

🛠️autonomous-agent-patterns — Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop…

🛠️autonomous-agents — Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human…

🛠️avalonia-layout-zafiro — Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.

🛠️avalonia-viewmodels-zafiro — Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.

🛠️avalonia-zafiro-development — Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit.

🛠️awa — travisvn/awesome-claude-skills - Curated collection of best Claude Code skills

🛠️awa2 — levnikolaevich/claude-code-skills - 121 production skills: planning → execution → quality → audit → optimization

🛠️awq-quantization — Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss. Use when deploying large models…

🛠️AWS Penetration Testing — This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS…

🛠️aws-serverless — Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS…

🛠️axolotl — Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support

🛠️azure-functions — Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and…

🛠️

B

🛠️backend-architect — Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems.

🛠️backend-dev-guidelines — Comprehensive backend development guide for Node.js/Express/TypeScript microservices. Use when creating routes, controllers, services,…

🛠️backend-patterns — Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.

🛠️backend-to-frontend-handoff-docs — Create API handoff documentation for frontend developers. Use when backend work is complete and needs to be documented for frontend…

🛠️bash-linux — Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.

🛠️bash-pro — Master of defensive Bash scripting for production automation, CI/CD

🛠️behavioral-modes — AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.

🛠️benchling-integration — Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query…

🛠️best-practices — Apply modern web development best practices for security, compatibility, and code quality. Use when asked to "apply best practices", "security…

🛠️bigquery-basics — Manages datasets, tables, and jobs in BigQuery, and integrates with BigQuery ML and Gemini for advanced data analytics and AI-driven insights.…

🛠️biomni — Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical…

🛠️biopython — Primary Python toolkit for molecular biology. Preferred for Python-based PubMed/NCBI queries (Bio.Entrez), sequence manipulation, file parsing…

🛠️biorxiv-database — Efficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences preprints by keywords, authors,…

🛠️bioservices — Primary Python tool for 40+ bioinformatics services. Preferred for multi-database workflows: UniProt, KEGG, ChEMBL, PubChem, Reactome, QuickGO.…

🛠️bleu — Use this skill whenever a developer wants to turn an idea into a complete, production-ready, end-to-end system plan BEFORE writing any code.…

🛠️blip-2-vision-language — Vision-language pre-training framework bridging frozen image encoders and LLMs. Use when you need image captioning, visual question answering,…

🛠️blockrun — Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models ("blockrun",…

🛠️brainstorming — You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user…

🛠️brand-guidelines — Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it…

🛠️brenda-database — Access BRENDA enzyme database via SOAP API. Retrieve kinetic parameters (Km, kcat), reaction equations, organism data, and substrate-specific…

🛠️bright-data-best-practices — Build production-ready Bright Data integrations with best practices baked in. Reference documentation for developers using coding assistants…

🛠️bright-data-mcp — |

🛠️brightdata-local-search — Set up and run local web searches using Bright Data SERP API with the unfancy-search pipeline (query expansion, SERP retrieval, RRF reranking).

🛠️Broken Authentication Testing — This skill should be used when the user asks to "test for broken authentication vulnerabilities", "assess session management security",…

🛠️browse — |

🛠️browser-automation — Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes…

🛠️browser-extension-builder — Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture,…

🛠️browser-testing-with-devtools — Tests in real browsers. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console…

🛠️building-blog — Use when adding a blog to a Next.js + Sanity site, building a blog section from scratch, integrating Sanity CMS for editorial content, or…

🛠️bullmq-specialist — BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when:…

🛠️bun-development — Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when…

🛠️Burp Suite Web Application Testing — This skill should be used when the user asks to "intercept HTTP traffic", "modify web requests", "use Burp Suite for testing", "perform web…

🛠️busybox-on-windows — How to use a Win32 build of BusyBox to run many of the standard UNIX command line tools on Windows.

🛠️

C

🛠️c-pro — Write efficient C code with proper memory management, pointer

🛠️c4-architecture — Generate architecture documentation using C4 model Mermaid diagrams. Use when asked to create architecture diagrams, document system…

🛠️canvas-design — Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a…

🛠️capa-officer — Senior CAPA Officer specialist for managing Corrective and Preventive Actions within Quality Management Systems. Provides CAPA process…

🛠️career-changer-translator — Translate skills from one industry to another and identify transferable skills for career pivots. Use when the user mentions changing careers,…

🛠️cc-skill-continuous-learning — Development skill from everything-claude-code

🛠️cc-skill-project-guidelines-example — Project Guidelines Skill (Example)

🛠️cc-skill-strategic-compact — Development skill from everything-claude-code

🛠️cellxgene-census — Query CZ CELLxGENE Census (61M+ cells). Filter by cell type/tissue/disease, retrieve expression data, integrate with scanpy/PyTorch, for…

🛠️ceo-advisor — Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. Includes strategy…

🛠️cf-crawl — Crawl entire websites using Cloudflare Browser Rendering /crawl API. Initiates async crawl jobs, polls for completion, and saves results as…

🛠️changelog-generator — Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical…

🛠️chembl-database — Query ChEMBL's bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki),…

🛠️chroma — Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata.…

🛠️chrome-extension-developer — Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context…

🛠️churn-prevention — When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies.…

🛠️ci-cd-and-automation — Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates,…

🛠️cirq — Quantum computing framework for building, simulating, optimizing, and executing quantum circuits. Use this skill when working with quantum…

🛠️citation-management — Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate…

🛠️Claude Code Guide — Master guide for using Claude Code effectively. Includes configuration templates, prompting strategies "Thinking" keywords, debugging…

🛠️claude-api — Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating…

🛠️claude-code-sessions — Search, analyze, and manage Claude Code session history. Use when the user wants to find past sessions, check token usage, review tool…

🛠️claude-office-skills — description missing

🛠️claude-opus-4-5-migration — Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase,…

🛠️clean-code — Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments

🛠️clerk-auth — Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth,…

🛠️clickhouse-io — ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.

🛠️clinical-decision-support — Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort…

🛠️clinical-reports — Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial…

🛠️clinicaltrials-database — Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export…

🛠️clinpgx-database — Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions, for precision…

🛠️clinvar-database — Query NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity classifications, access via E-utilities…

🛠️clip — OpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and cross-modal retrieval. Trained…

🛠️Cloud Penetration Testing — This skill should be used when the user asks to "perform cloud penetration testing", "assess Azure or AWS or GCP security", "enumerate cloud…

🛠️cloud-architect — Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost…

🛠️cloud-devops — Cloud infrastructure and DevOps workflow covering AWS, Azure, GCP, Kubernetes, Terraform, CI/CD, monitoring, and cloud-native development.

🛠️cloud-run-basics — Manages Cloud Run services, jobs, and worker pools. Use when you need to deploy applications responding to HTTP requests (services), run…

🛠️cloud-sql-basics — Creates and manages Cloud SQL instances for MySQL, PostgreSQL, and SQL Server. Handles backups, high availability, and secure connectivity for…

🛠️cloudflare-deploy — Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy,…

🛠️cobrapy — Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic…

🛠️cocoindex — Comprehensive toolkit for developing with the CocoIndex library. Use when users need to create data transformation pipelines (flows), write…

🛠️code-review — Perform code reviews following Sentry engineering practices. Use when reviewing pull requests, examining code changes, or providing feedback on…

🛠️code-review-and-quality — Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use…

🛠️code-review-checklist — Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability

🛠️code-review-excellence — Transform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic analysis, and collaborative improvement.

🛠️code-reviewer — Comprehensive code review skill for TypeScript, JavaScript, Python, Swift, Kotlin, Go. Includes automated code analysis, best practice…

🛠️code-simplification — Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read,…

🛠️code-simplifier — Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Use when asked to "simplify…

🛠️codex — Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated…

🛠️codex-review — Professional code review with auto CHANGELOG generation, integrated with Codex AI

🛠️coding-standards — Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.

🛠️cold-email — Write B2B cold emails and follow-up sequences that get replies. Use when the user wants to write cold outreach emails, prospecting emails, cold…

🛠️Command Development — This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command…

🛠️command-creator — This skill should be used when creating a Claude Code slash command. Use when users ask to "create a command", "make a slash command", "add a…

🛠️commit — Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history.…

🛠️commit-smart — Analyze staged/unstaged changes and create semantic conventional commits with context about WHY, not just WHAT. Auto-detects commit type and…

🛠️commit-work — Create high-quality git commits: review/stage intended changes, split into logical commits, and write clear commit messages (including…

🛠️competitive-ads-extractor — Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative…

🛠️competitor-alternatives — When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions…

🛠️computer-use-agents — Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers…

🛠️concise-planning — Use when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist.

🛠️constitutional-ai — Anthropic's method for training harmless AI through self-improvement. Two-phase approach - supervised learning with self-critique/revision,…

🛠️content-creator — Create SEO-optimized marketing content with consistent brand voice. Includes brand voice analyzer, SEO optimizer, content frameworks, and…

🛠️content-research-writer — Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing…

🛠️content-strategy — When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user…

🛠️context-architecture — Audit a codebase and bind every claim it makes about itself to a mechanism that fails when the claim stops being true, so it is legible to people and…

🛠️context-engineering — Optimizes agent context setup. Use when starting a new session, when agent output quality degrades, when switching between tasks, or when you…

🛠️context-window-management — Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window,…

🛠️context7-auto-research — Automatically fetch latest library/framework documentation for Claude Code via Context7 API

🛠️conversation-memory — Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory,…

🛠️convex — Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment.

🛠️copy — Master copywriting & content-creation orchestrator. Activate when user says /copy or wants to WRITE/CREATE anything: texts, headlines, copy for...

🛠️copy-editing — When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,'…

🛠️copywriting — When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature…

🛠️core-components — Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.

🛠️core-web-vitals — Optimize Core Web Vitals (LCP, INP, CLS) for better page experience and search ranking. Use when asked to "improve Core Web Vitals", "fix LCP",…

🛠️cosmic-database — Access COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene fusions, for cancer research…

🛠️cover-letter-generator — Create personalized, compelling cover letters from a resume and job description. Use when the user asks for a cover letter, application letter,…

🛠️cpp-pro — Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance…

🛠️crafting-effective-readmes — Use when writing or improving README files. Not all READMEs are the same — provides templates and guidance matched to your audience and project…

🛠️create-plan — Create a concise plan. Use when a user explicitly asks for a plan related to a coding task.

🛠️create-pr — Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows…

🛠️creative-portfolio-resume — Balance visual design with ATS compatibility for creative roles. Use when the user is in design, art, writing, marketing creative, or any…

🛠️crewai — Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals,…

🛠️crewai-multi-agent — Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex…

🛠️cross-review — Cross review code using a subagent with a specified model. Use when the user asks to review code changes AND specifies a model to use (e.g.,…

🛠️Cross-Site Scripting and HTML Injection Testing — This skill should be used when the user asks to "test for XSS vulnerabilities", "perform cross-site scripting attacks", "identify HTML…

🛠️csharp-pro — Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise…

🛠️cto-advisor — Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling…

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D

🛠️d3-viz — Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams,…

🛠️daily-meeting-update — Interactive daily standup/meeting update generator. Use when user says 'daily', 'standup', 'scrum update', 'status update', 'what did I do…

🛠️dask — Parallel/distributed computing. Scale pandas/NumPy beyond memory, parallel DataFrames/Arrays, multi-file processing, task graphs, for…

🛠️Data Privacy Compliance — Data privacy and regulatory compliance specialist for GDPR, CCPA, HIPAA, and international data protection laws. Use when implementing privacy…

🛠️data-engineer — Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and…

🛠️data-feeds — Extract structured data from 40+ websites including Amazon, LinkedIn, Instagram, TikTok, Facebook, YouTube, and more. Uses Bright Data's Web…

🛠️data-scientist — Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling,…

🛠️database-architect — Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database…

🛠️database-design — Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.

🛠️database-migration — Master database schema and data migrations across ORMs (Sequelize, TypeORM, Prisma), including rollback strategies and zero-downtime deployments.

🛠️database-optimizer — Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures.

🛠️database-schema-designer — Design robust, scalable database schemas for SQL and NoSQL databases. Provides normalization guidelines, indexing strategies, migration…

🛠️datacommons-client — Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use this skill when working…

🛠️datadog-cli — Datadog CLI for searching logs, querying metrics, tracing requests, and managing dashboards. Use this when debugging production issues or…

🛠️datamol — Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery: SMILES parsing,…

🛠️deadline-prep — Generate a structured demo outline from your session's change log and git history. Reads .claude/critical_log_changes.csv and git log to…

🛠️debugger — Debugging specialist for errors, test failures, and unexpected

🛠️debugging-and-error-recovery — Guides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter any unexpected…

🛠️debugging-strategies — Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches.

🛠️deep-research — Run autonomous research tasks that plan, search, read, and synthesize information into comprehensive reports.

🛠️deep-research — Conducts enterprise-grade research with multi-source synthesis, citation tracking, and verification. Produces citation-backed reports through a…

🛠️deep-research-notebooklm — Deep research skill powered by NotebookLM MCP. Conducts structured multi-source research (market analysis, competitive intel, trend analysis,…

🛠️deepchem — Molecular machine learning toolkit. Property prediction (ADMET, toxicity), GNNs (GCN, MPNN), MoleculeNet benchmarks, pretrained models,…

🛠️deepspeed — Expert guidance for distributed training with DeepSpeed - ZeRO optimization stages, pipeline parallelism, FP16/BF16/FP8, 1-bit Adam, sparse…

🛠️deeptools — NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq,…

🛠️denario — Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. This skill should…

🛠️dependabot-review — Review and manage Dependabot PRs. Categorizes by risk, checks CI status, auto-merges safe updates, and reports issues. Use when the user says…

🛠️dependency-updater — Smart dependency management for any language. Auto-detects project type, applies safe updates automatically, prompts for major versions,…

🛠️deployment-procedures — Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not…

🛠️deprecation-and-migration — Manages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users from one implementation to…

🛠️design-consultation — |

🛠️design-game — Audit and improve the visual design, polish, and player experience of an existing game. Use when the user says "make my game look better",…

🛠️design-mirror — Replicate the visual style of any website and apply it to your existing codebase. Use this skill whenever the user wants to match a site's…

🛠️design-system-starter — Create and evolve design systems with design tokens, component architecture, accessibility guidelines, and documentation templates. Ensures…

🛠️design-to-code — Pixel-perfect Figma to React conversion using coderio. Generates production-ready code (TypeScript, Vite, TailwindCSS V4) with high visual…

🛠️deslop — Remove AI-generated code slop from a branch. Use when cleaning up AI-generated code, removing unnecessary comments, defensive checks, or type…

🛠️develop-web-game — Use when Codex is building or iterating on a web game (HTML/JS) and needs a reliable development + testing loop: implement small changes, run a…

🛠️developer-growth-analysis — Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant…

🛠️devil — Reviews a product document (PRD, spec, design brief) BEFORE implementation to surface holes — undefined edge cases, missing states, policy gaps — by…

🛠️devops-iac-engineer — Implements infrastructure as code using Terraform, Kubernetes, and cloud platforms. Designs scalable architectures, CI/CD pipelines, and…

🛠️diagrammer — Render clean blueprint-style SVG diagrams from JSON specs. Use when users ask to draw, sketch, or diagram a request flow, neural net,…

🛠️diffdock — Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual screening, for…

🛠️difficult-workplace-conversations — Structured approach to workplace conflicts, performance discussions, and challenging feedback using preparation-delivery-followup framework.…

🛠️discord-bot-architect — Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash…

🛠️dispatching-parallel-agents — Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

🛠️distributed-llm-pretraining-torchtitan — Provides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use when pretraining Llama 3.1,…

🛠️django-pro — Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and…

🛠️dnanexus-integration — DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for…

🛠️doc — Use when the task involves reading, creating, or editing `.docx` documents, especially when formatting or layout fidelity matters; prefer…

🛠️doc-coauthoring — Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical…

🛠️docker-expert — Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration,…

🛠️docs-search — Search auto-generated codebase documentation for function signatures, API docs, class definitions, and code comments. Use when the user asks to…

🛠️document-release — |

🛠️documentation-and-adrs — Records decisions and documentation. Use when making architectural decisions, changing public APIs, shipping features, or when you need to…

🛠️documentation-templates — Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation.

🛠️docx — Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of…

🛠️docx-official — Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of…

🛠️docx-skill — no description

🛠️domain-driven-design — Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.

🛠️domain-name-brainstormer — Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of…

🛠️dotnet-backend — Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns.

🛠️draw-io — draw.io diagram creation, editing, and review. Use for .drawio XML editing, PNG conversion, layout adjustment, and AWS icon usage.

🛠️drizzle-orm-expert — Expert in Drizzle ORM for TypeScript — schema design, relational queries, migrations, and serverless database integration. Use when building…

🛠️drugbank-database — Access and analyze comprehensive drug information from the DrugBank database including drug properties, interactions, targets, pathways,…

🛠️dspy — Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with DSPy -…

🛠️duckdb-analyza — Analysis of any data file (CSV, Excel/xlsx, Parquet, JSON, gzip) in plain language via DuckDB CLI. Use whenever user wants to...

🛠️

E

🛠️e2e-testing-patterns — Build reliable, fast, and maintainable end-to-end test suites that provide confidence to ship code quickly and catch regressions before users do.

🛠️electron-development — Master Electron desktop app development with secure IPC, contextIsolation, preload scripts, multi-process architecture, electron-builder…

🛠️elixir-pro — Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed…

🛠️Email Composer — Draft professional emails for various contexts including business, technical, and customer communication. Use when the user needs help writing…

🛠️email-sequence — When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the…

🛠️email-systems — Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no…

🛠️ena-database — Access European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome assemblies by accession, for genomics and…

🛠️ensembl-database — Query Ensembl genome database REST API for 250+ species. Gene lookups, sequence retrieval, variant analysis, comparative genomics, orthologs,…

🛠️environment-setup-guide — Guide developers through setting up development environments with proper tools, dependencies, and configurations

🛠️Error Resolver — Systematic error diagnosis and resolution using first-principle analysis. Use when encountering any error message, stack trace, or unexpected…

🛠️esm — Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequence, structure, and…

🛠️etetoolkit — Phylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection, orthology/paralogy, NCBI taxonomy, visualization…

🛠️Ethical Hacking Methodology — This skill should be used when the user asks to "learn ethical hacking", "understand penetration testing lifecycle", "perform reconnaissance",…

🛠️evaluating-code-models — Evaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics. Use when benchmarking code models,…

🛠️evaluating-llms-harness — Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing…

🛠️event-sourcing-architect — Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration,…

🛠️exa-search — Semantic search, similar content discovery, and structured research using Exa API

🛠️excalidraw — Use when working with *.excalidraw or *.excalidraw.json files, user mentions diagrams/flowcharts, or requests architecture visualization -…

🛠️Excel Analysis — Analyze Excel spreadsheets, create pivot tables, generate charts, and perform data analysis. Use when analyzing Excel files, spreadsheets,…

🛠️executing-marketing-campaigns — Plans, creates, and optimizes marketing campaigns including content strategy, social media, email, and analytics. Helps develop go-to-market…

🛠️executing-plans — Use when you have a written implementation plan to execute in a separate session with review checkpoints

🛠️executive-resume-writer — Create C-suite and VP-level resumes emphasizing strategic leadership, P&L ownership, and board-level impact. Use when the user mentions…

🛠️exploratory-data-analysis — Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any…

🛠️expo-deployment — Deploy Expo apps to production

🛠️

F

🛠️faiss — Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various…

🛠️fastapi-endpoint — Plan and build production-ready FastAPI endpoints with async SQLAlchemy, Pydantic v2 models, dependency injection for auth, and pytest tests.…

🛠️fastapi-pro — Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async…

🛠️fastmcp-server — Complete guide for building MCP servers with FastMCP 3.0 - tools, resources, authentication, providers, middleware, and deployment. Use when…

🛠️fda-consultant-specialist — Senior FDA consultant and specialist for medical device companies including HIPAA compliance and requirement management. Provides FDA pathway…

🛠️fda-database — Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identification (UNII), for FDA…

🛠️feature-design-assistant — Turn ideas into fully formed designs and specs through natural collaborative dialogue. Use when planning new features, designing architecture,…

🛠️feedback-mastery — Navigate difficult conversations and deliver constructive feedback using structured frameworks. Covers the Preparation-Delivery-Follow-up model…

🛠️fetch-tweet — Fetch tweet content directly from fxtwitter API. Use when given a tweet/X URL to extract the tweet text, author, media, and engagement stats…

🛠️figma — Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production…

🛠️figma-implement-design — Translate Figma nodes into production-ready code with 1:1 visual fidelity using the Figma MCP workflow (design context, screenshots, assets,…

🛠️File Path Traversal Testing — This skill should be used when the user asks to "test for directory traversal", "exploit path traversal vulnerabilities", "read arbitrary files…

🛠️file-organizer — Intelligently organizes files and folders by understanding context, finding duplicates, and suggesting better organizational structures. Use…

🛠️file-uploads — Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows…

🛠️find-bugs — Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security…

🛠️fine-tuning-with-trl — Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward…

🛠️finishing-a-development-branch — Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work…

🛠️firebase — Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity.…

🛠️firebase-basics — Sets up and develops projects using Firebase products and services, especially for mobile or web apps. Covers Firebase CLI setup, project…

🛠️firecrawl-scraper — Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API

🛠️flowio — Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to CSV/DataFrame, for flow…

🛠️fluidsim — Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier-Stokes…

🛠️flutter-expert — Master Flutter development with Dart 3, advanced widgets, and multi-platform deployment.

🛠️footballbin-predictions — Get AI-powered match predictions for Premier League and Champions League including scores, next goal, and corners.

🛠️forecast-accuracy-review — Evaluate demand-forecast quality honestly - WMAPE, bias and Forecast Value Added against a naive benchmark over a rolling-origin backtest. Use…

🛠️form-cro — When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms,…

🛠️free-tool-strategy — When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use…

🛠️frontend-design — Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components,…

🛠️frontend-dev-guidelines — Frontend development guidelines for React/TypeScript applications. Modern patterns including Suspense, lazy loading, useSuspenseQuery, file…

🛠️frontend-patterns — Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.

🛠️frontend-slides — Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a…

🛠️frontend-to-backend-requirements — Document frontend data needs for backend developers. Use when frontend needs to communicate API requirements to backend, or user says 'backend…

🛠️frontend-ui-engineering — Builds production-quality UIs. Use when building or modifying user-facing interfaces. Use when creating components, implementing layouts,…

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G

🛠️game-3d-assets — 3D asset engineer that finds, downloads, and integrates GLB/GLTF models into Three.js browser games. Use when a 3D game needs real models…

🛠️game-architecture — Game architecture patterns and best practices for browser games. Use when designing game systems, planning architecture, structuring a game…

🛠️game-art — Game art principles. Visual style selection, asset pipeline, animation workflow.

🛠️game-assets — Game asset engineer that creates pixel art sprites, animated characters, and visual entities for browser games. Use when a game needs better…

🛠️game-audio — Game audio engineer using Web Audio API for procedural music and sound effects in browser games. Zero dependencies. Use when adding music or…

🛠️game-changing-features — Find 10x product opportunities and high-leverage improvements. Use when user wants strategic product thinking, mentions '10x', wants to find…

🛠️game-deploy — Deploy browser games to here.now (default), GitHub Pages, or other hosting. Use when deploying a game, setting up hosting, or publishing a game…

🛠️game-design — Game design principles. GDD structure, balancing, player psychology, progression.

🛠️game-designer — Game UI/UX designer that analyzes and improves the visual polish, atmosphere, and player experience of browser games. Use when a game needs…

🛠️game-development — Game development orchestrator. Routes to platform-specific skills based on project needs.

🛠️game-qa — Game QA testing with Playwright — visual regression, gameplay verification, performance, and accessibility for browser games. Use when writing…

🛠️gcc — Git Context Controller (GCC) - Manages agent memory as a versioned file system under .GCC/. This skill should be used when working on…

🛠️gcp-cloud-run — Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions…

🛠️gdpr-dsgvo-expert — Senior GDPR/DSGVO expert and internal/external auditor for data protection compliance. Provides EU GDPR and German DSGVO expertise, privacy…

🛠️gemini — Use when the user asks to run Gemini CLI for code review, plan review, or big context (>200k) processing. Ideal for comprehensive analysis…

🛠️gemini-api-agent-platform — Guides the usage of the Gemini API on Agent Platform with the Google Gen AI SDK for enterprise AI applications. Covers SDK usage (Python,…

🛠️gene-database — Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations, phenotypes), batch lookups, for…

🛠️generate-image — Generate or edit images using AI models (FLUX, Gemini). Use for general-purpose image generation including photos, illustrations, artwork,…

🛠️geniml — This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for training region embeddings…

🛠️geo-database — Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), retrieve SOFT/Matrix files,…

🛠️geo-fundamentals — Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).

🛠️geopandas — Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic…

🛠️gepetto — Creates detailed, sectionized implementation plans through research, stakeholder interviews, and multi-LLM review. Use when planning features…

🛠️get-available-resources — This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU…

🛠️gget — CLI/Python toolkit for rapid bioinformatics queries. Preferred for quick BLAST searches. Access to 20+ databases: gene info (Ensembl/UniProt),…

🛠️gguf-quantization — GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when…

🛠️gh-address-comments — Help address review/issue comments on the open GitHub PR for the current branch using gh CLI; verify gh auth first and prompt the user to…

🛠️gh-fix-ci — Inspect GitHub PR checks with gh, pull failing GitHub Actions logs, summarize failure context, then create a fix plan and implement after user…

🛠️Git Commit Helper — Generate descriptive commit messages by analyzing git diffs. Use when the user asks for help writing commit messages or reviewing staged changes.

🛠️git-pushing — Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to…

🛠️git-workflow-and-versioning — Structures git workflow practices. Use when making any code change. Use when committing, branching, resolving conflicts, or when you need to…

🛠️github-actions-creator — Use when the user wants to create, generate, or set up a GitHub Actions workflow. Handles CI/CD pipelines, testing, deployment, linting,…

🛠️github-actions-templates — Production-ready GitHub Actions workflow patterns for testing, building, and deploying applications.

🛠️github-automation — Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review…

🛠️github-workflow-automation — Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating…

🛠️gitnexus-cli — Use when the user needs to run GitNexus CLI commands like analyze/index a repo, check status, clean the index, generate a wiki, or list indexed…

🛠️gitnexus-debugging — Use when the user is debugging a bug, tracing an error, or asking why something fails. Examples: \"Why is X failing?\", \"Where does this error…

🛠️gitnexus-exploring — Use when the user asks how code works, wants to understand architecture, trace execution flows, or explore unfamiliar parts of the codebase.…

🛠️gitnexus-guide — Use when the user asks about GitNexus itself — available tools, how to query the knowledge graph, MCP resources, graph schema, or workflow…

🛠️gitnexus-impact-analysis — Use when the user wants to know what will break if they change something, or needs safety analysis before editing code. Examples: \"Is it safe…

🛠️gitnexus-pr-review — Use when the user wants to review a pull request, understand what a PR changes, assess risk of merging, or check for missing test coverage.…

🛠️gitnexus-refactoring — Use when the user wants to rename, extract, split, move, or restructure code safely. Examples: \"Rename this function\", \"Extract this into a…

🛠️gitops-workflow — Complete guide to implementing GitOps workflows with ArgoCD and Flux for automated Kubernetes deployments.

🛠️gke-basics — Plans, creates, and configures production-ready Google Kubernetes Engine (GKE) clusters using the golden path Autopilot configuration. Covers…

🛠️gmod-addon-maker — |

🛠️golang-pro — Master Go 1.21+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices.

🛠️google-analytics — Analyze Google Analytics data, review website performance metrics, identify traffic patterns, and suggest data-driven improvements. Use when…

🛠️google-cloud-auth — Provides expert guidance on authenticating and authorizing to Google Cloud services and APIs, covering human users, service identities,…

🛠️google-cloud-networking-observability — Investigates Google Cloud networking issues by analyzing logs, metrics, and diagnostics. Use when investigating VPC Flow Logs, NAT, firewall,…

🛠️google-cloud-onboarding — Guides developers through their first steps on Google Cloud, covering account creation, billing setup, project management, CLI installation,…

🛠️google-cloud-waf-cost-optimization — Generates cost optimization guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework (WAF). Use to evaluate a…

🛠️google-cloud-waf-reliability — Generates reliability-focused guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework. Use to evaluate a…

🛠️google-cloud-waf-security — Generates security-focused guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework (WAF). Use to evaluate a…

🛠️gptq — Post-training 4-bit quantization for LLMs with minimal accuracy loss. Use for deploying large models (70B, 405B) on consumer GPUs, when you…

🛠️grafana-dashboards — Create and manage production-ready Grafana dashboards for comprehensive system observability.

🛠️graph-query — Query the code graph database to understand component relationships, dependencies, and change impact. Use when the user asks to "find callers",…

🛠️graphql — GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes…

🛠️graphql-architect — Master modern GraphQL with federation, performance optimization, and enterprise security. Build scalable schemas, implement advanced caching,…

🛠️grpo-rl-training — Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training

🛠️gstack — |

🛠️gstack-upgrade — |

🛠️gtars — High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage…

🛠️guidance — Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step…

🛠️gwas-database — Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve p-values and summary…

🛠️

H

🛠️hallmark — Anti-AI-slop design skill for greenfield pages, audits, redesigns, and design extraction from URLs or screenshots. Use when the user asks to…

🛠️harden — |

🛠️haskell-pro — Expert Haskell engineer specializing in advanced type systems, pure

🛠️helm-chart-scaffolding — Comprehensive guidance for creating, organizing, and managing Helm charts for packaging and deploying Kubernetes applications.

🛠️heygen-best-practices — Best practices for HeyGen - AI avatar video creation API

🛠️histolab — Digital pathology image processing toolkit for whole slide images (WSI). Use this skill when working with histopathology slides, processing H&E…

🛠️hmdb-database — Access Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties, biomarker data, NMR/MS…

🛠️hono — Build ultra-fast web APIs and full-stack apps with Hono — runs on Cloudflare Workers, Deno, Bun, Node.js, and any WinterCG-compatible runtime.

🛠️Hook Development — This skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate tool use", "implement…

🛠️hqq-quantization — Half-Quadratic Quantization for LLMs without calibration data. Use when quantizing models to 4/3/2-bit precision without needing calibration…

🛠️HTML Injection Testing — This skill should be used when the user asks to "test for HTML injection", "inject HTML into web pages", "perform HTML injection attacks",…

🛠️hubspot-integration — Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom…

🛠️huggingface-accelerate — Simplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for DeepSpeed/FSDP/Megatron/DDP.…

🛠️huggingface-tokenizers — Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece, and…

🛠️humanizer — |

🛠️hypogenic — Automated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses from datasets,…

🛠️hypothesis-generation — Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions, propose…

🛠️

I

🛠️i18n-localization — Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support.

🛠️idea-refine — Refines ideas iteratively. Refine ideas through structured divergent and convergent thinking. Use "idea-refine" or "ideate" to trigger.

🛠️IDOR Vulnerability Testing — This skill should be used when the user asks to "test for insecure direct object references," "find IDOR vulnerabilities," "exploit broken…

🛠️image-enhancer — Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for…

🛠️imagegen — Use when the user asks to generate or edit images via the OpenAI Image API (for example: generate image, edit/inpaint/mask, background removal…

🛠️implementing-llms-litgpt — Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use when need…

🛠️improve-game — Analyze a game, find what needs work, and implement the highest-impact improvements. Use when the user says "improve my game", "make my game…

🛠️incident-responder — Expert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management.

🛠️incremental-implementation — Delivers changes incrementally. Use when implementing any feature or change that touches more than one file. Use when you're about to write a…

🛠️information-security-manager-iso27001 — Senior Information Security Manager specializing in ISO 27001 and ISO 27002 implementation for HealthTech and MedTech companies. Provides ISMS…

🛠️init — Use when the user asks to initialize a repo, create AGENTS.md, generate contributor guidelines, or set up agent-oriented documentation for a…

🛠️inngest — Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use…

🛠️instructor — Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type…

🛠️interactive-portfolio — Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer…

🛠️interface-design — This skill is for interface design — dashboards, admin panels, apps, tools, and interactive products. NOT for marketing design (landing pages,…

🛠️internal-comms — 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…

🛠️internet-court — The trust layer for agent-to-agent commerce — natural-language mandates, delegated permissions (ERC-7710), x402 payments, escrow, and dispute…

🛠️interview-prep-generator — Generate STAR stories, practice questions, and talking points from a resume. Use when the user mentions interview prep, behavioral questions,…

🛠️invoice-organizer — Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them…

🛠️isms-audit-expert — Senior ISMS Audit Expert for internal and external information security management system auditing. Provides ISO 27001 audit expertise,…

🛠️it-operations — Manages IT infrastructure, monitoring, incident response, and service reliability. Provides frameworks for ITIL service management,…

🛠️iterate-pr — Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are…

🛠️

J

🛠️java-pro — Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including…

🛠️javascript-mastery — Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures…

🛠️javascript-pro — Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility.

🛠️javascript-testing-patterns — Comprehensive guide for implementing robust testing strategies in JavaScript/TypeScript applications using modern testing frameworks and best…

🛠️jira — Use when the user mentions Jira issues (e.g., "PROJ-123"), asks about tickets, wants to create/view/update issues, check sprint status, or…

🛠️jira-automation — Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.

🛠️job-description-analyzer — Analyze job postings, calculate match scores, identify gaps, and create an application strategy. Use when the user shares a job description or…

🛠️json-canvas — Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual…

🛠️jupyter-notebook — Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the…

🛠️

K

🛠️k6-load-testing — Comprehensive k6 load testing skill for API, browser, and scalability testing. Write realistic load scenarios, analyze results, and integrate…

🛠️kaizen — Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or…

🛠️kegg-database — Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug interactions, ID…

🛠️knowledge-distillation — Compress large language models using knowledge distillation from teacher to student models. Use when deploying smaller models with retained…

🛠️kotlin-coroutines-expert — Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing.

🛠️kubernetes-architect — Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container…

🛠️

L

🛠️labarchive-integration — Electronic lab notebook API integration. Access notebooks, manage entries/attachments, backup notebooks, integrate with…

🛠️lambda-labs-gpu-cloud — Reserved and on-demand GPU cloud instances for ML training and inference. Use when you need dedicated GPU instances with simple SSH access,…

🛠️lamindb — This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable,…

🛠️langchain — Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI, Anthropic, Google), 500+…

🛠️langfuse — Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with…

🛠️langgraph — Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state…

🛠️langsmith-observability — LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating model outputs against…

🛠️laravel-expert — Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security,…

🛠️latchbio-integration — Latch platform for bioinformatics workflows. Build pipelines with Latch SDK, @workflow/@task decorators, deploy serverless workflows,…

🛠️latex-posters — Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic…

🛠️launch-strategy — When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product…

🛠️lead-research-assistant — Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable…

🛠️linear — Manage issues, projects & team workflows in Linear. Use when the user wants to read, create or updates tickets in Linear.

🛠️linear-automation — Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas.

🛠️linkedin-profile-optimizer — Optimize a LinkedIn profile for searchability, recruiter visibility, and engagement. Use when the user mentions LinkedIn profile, headline,…

🛠️lint-and-validate — Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project…

🛠️Linux Privilege Escalation — This skill should be used when the user asks to "escalate privileges on Linux", "find privesc vectors on Linux systems", "exploit sudo…

🛠️Linux Production Shell Scripts — This skill should be used when the user asks to "create bash scripts", "automate Linux tasks", "monitor system resources", "backup files",…

🛠️literature-review — Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This…

🛠️llama-cpp — Runs LLM inference on CPU, Apple Silicon, and consumer GPUs without NVIDIA hardware. Use for edge deployment, M1/M2/M3 Macs, AMD/Intel GPUs, or…

🛠️llama-factory — Expert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA, multimodal support

🛠️llamaguard — Meta's 7-8B specialized moderation model for LLM input/output filtering. 6 safety categories - violence/hate, sexual content, weapons,…

🛠️llamaindex — Data framework for building LLM applications with RAG. Specializes in document ingestion (300+ connectors), indexing, and querying. Features…

🛠️llava — Large Language and Vision Assistant. Enables visual instruction tuning and image-based conversations. Combines CLIP vision encoder with…

🛠️llm-app-patterns — Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use…

🛠️llm-evaluation — Master comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing.

🛠️llm-ops — LLM Operations -- RAG, embeddings, vector databases, fine-tuning, prompt engineering avancado, custos de LLM, evals de qualidade e arquiteturas…

🛠️loki-mode — Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents across engineering, QA,…

🛠️long-context — Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques. Use when processing long documents…

🛠️luma-imagegen — Use when the user asks to generate images via the Luma AI API (Dream Machine / Photon); collects a prompt and options interactively, then calls…

🛠️

M

🛠️mac-storage-cleaner — Safely reclaim disk space on a Mac — the trustworthy, transparent, reversible alternative to CleanMyMac and similar tools. Use whenever the…

🛠️make-game — Use when the user wants to design, scaffold, build, or iterate on a video game — including brainstorming new game ideas, planning a gameplay…

🛠️mamba-architecture — State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV cache. Selective SSM with…

🛠️Manifest — Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys or endpoints,…

🛠️manim — Comprehensive guide for Manim Community - Python framework for creating mathematical animations and educational videos with programmatic control

🛠️mar — MARKETING skills - SEO, CRO, content, ads, growth, sales z alirezarezvani/claude-skills (43 skills)

🛠️market-research-reports — Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional…

🛠️marketing-demand-acquisition — Multi-channel demand generation, paid media optimization, SEO strategy, and partnership programs for Series A+ startups. Includes CAC…

🛠️marketing-ideas — When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing…

🛠️marketing-psychology — When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions…

🛠️marketing-strategy-pmm — Product marketing, positioning, GTM strategy, and competitive intelligence. Includes ICP definition, April Dunford positioning methodology,…

🛠️markitdown — Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription), HTML, CSV, JSON,…

🛠️marp-slide — Create professional Marp presentation slides with 7 beautiful themes (default, minimal, colorful, dark, gradient, tech, business). Use when…

🛠️matchms — Mass spectrometry analysis. Process mzML/MGF/MSP, spectral similarity (cosine, modified cosine), metadata harmonization, compound ID, for…

🛠️matplotlib — Foundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export PNG/PDF/SVG, for scientific…

🛠️MCP Integration — This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model…

🛠️mcp-builder — Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed…

🛠️mdr-745-specialist — EU MDR 2017/745 regulation specialist and consultant for medical device requirement management. Provides comprehensive MDR compliance…

🛠️medchem — Medicinal chemistry filters. Apply drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts, complexity metrics, for compound…

🛠️meeting-insights-analyzer — Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when…

🛠️mega-artifacts — no description

🛠️meme-factory — Generate memes using the memegen.link API. Use when users request memes, want to add humor to content, or need visual aids for social media.…

🛠️memory-search — Search conversation history and semantic memory to recall previous discussions, decisions, and context. Use when the user asks to "search…

🛠️mermaid-diagram-specialist — Mermaid diagram specialist for creating flowcharts, sequence diagrams, ERDs,

🛠️mermaid-diagrams — Comprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create, visualize, or document software through…

🛠️meshyai — Generate custom 3D models from text or images using Meshy AI, then auto-rig and animate them for Three.js games. The preferred source for all…

🛠️metabolomics-workbench-database — Access NIH Metabolomics Workbench via REST API (4,200+ studies). Query metabolites, RefMet nomenclature, MS/NMR data, m/z searches, study…

🛠️Metasploit Framework — This skill should be used when the user asks to "use Metasploit for penetration testing", "exploit vulnerabilities with msfconsole", "create…

🛠️micro-saas-launcher — Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP…

🛠️microservices-patterns — Master microservices architecture patterns including service boundaries, inter-service communication, data management, and resilience patterns…

🛠️miles-rl-training — Provides guidance for enterprise-grade RL training using miles, a production-ready fork of slime. Use when training large MoE models with…

🛠️ml-engineer — Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing,…

🛠️ml-paper-writing — Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring…

🛠️mlflow — Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments with MLflow -…

🛠️mobile-design — Mobile-first design thinking and decision-making for iOS and Android apps. Touch interaction, performance patterns, platform conventions.…

🛠️mobile-games — Mobile game development principles. Touch input, battery, performance, app stores.

🛠️modal — Run Python code in the cloud with serverless containers, GPUs, and autoscaling. Use when deploying ML models, running batch processing jobs,…

🛠️modal-serverless-gpu — Serverless GPU cloud platform for running ML workloads. Use when you need on-demand GPU access without infrastructure management, deploying ML…

🛠️model-merging — Merge multiple fine-tuned models using mergekit to combine capabilities without retraining. Use when creating specialized models by blending…

🛠️model-pruning — Reduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT. Use when compressing models without retraining,…

🛠️moe-training — Train Mixture of Experts (MoE) models using DeepSpeed or HuggingFace. Use when training large-scale models with limited compute (5× cost…

🛠️molfeat — Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert SMILES to features, for…

🛠️monetize-game — Register your game on Play.fun (OpenGameProtocol), add the browser SDK, and get a monetized play.fun URL. Use when the user says "monetize my…

🛠️monorepo-architect — Expert in monorepo architecture, build systems, and dependency management at scale. Masters Nx, Turborepo, Bazel, and Lerna for efficient…

🛠️moodle-external-api-development — Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz…

🛠️motion-canvas — Complete production-ready guide for Motion Canvas with ESM/CommonJS workarounds, full setup templates, and troubleshooting for programmatic…

🛠️move-code-quality — Analyzes Move language packages against the official Move Book Code Quality Checklist. Use this skill when reviewing Move code, checking Move…

🛠️mrkt — Master marketing orchestrator. Activate when user says /mrkt or wants to do ANYTHING marketing-related: campaigns, copy, SEO, ads, emails,...

🛠️mui — Material-UI v7 component library patterns including sx prop styling, theme integration, responsive design, and MUI-specific hooks. Use when…

🛠️multiplayer — Multiplayer game development principles. Architecture, networking, synchronization.

🛠️

N

🛠️n8n-code-javascript — Write JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making HTTP requests with…

🛠️n8n-code-python — Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to…

🛠️n8n-expression-syntax — Validate n8n expression syntax and fix common errors. Use when writing n8n expressions, using {{}} syntax, accessing $json/$node variables,…

🛠️n8n-mcp-tools-expert — Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing…

🛠️n8n-node-configuration — Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields,…

🛠️n8n-validation-expert — Interpret validation errors and guide fixing them. Use when encountering validation errors, validation warnings, false positives, operator…

🛠️n8n-workflow-patterns — Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing…

🛠️naming-analyzer — Suggest better variable, function, and class names based on context and conventions.

🛠️nanobanana-ppt — no description

🛠️nanogpt — Educational GPT implementation in ~300 lines. Reproduces GPT-2 (124M) on OpenWebText. Clean, hackable code for learning transformers. By Andrej…

🛠️nemo-curator — GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering…

🛠️nemo-evaluator-sdk — Evaluates LLMs across 100+ benchmarks from 18+ harnesses (MMLU, HumanEval, GSM8K, safety, VLM) with multi-backend execution. Use when needing…

🛠️nemo-guardrails — NVIDIA's runtime safety framework for LLM applications. Features jailbreak detection, input/output validation, fact-checking, hallucination…

🛠️neon-instagres — Instantly provision production-ready Postgres databases with Neon Instagres. Use when setting up databases, when users mention…

🛠️neon-postgres — Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless…

🛠️nestjs-expert — Nest.js framework expert specializing in module architecture, dependency injection, middleware, guards, interceptors, testing with…

🛠️netlify-deploy — Deploy web projects to Netlify using the Netlify CLI (`npx netlify`). Use when the user asks to deploy, host, publish, or link a site/repo on…

🛠️Network 101 — This skill should be used when the user asks to "set up a web server", "configure HTTP or HTTPS", "perform SNMP enumeration", "configure SMB…

🛠️networkx — Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data…

🛠️neurokit2 — Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals. Use this…

🛠️neuropixels-analysis — Neuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4 spike sorting, quality metrics,…

🛠️nextjs-app-router-patterns — Comprehensive patterns for Next.js 14+ App Router architecture, Server Components, and modern full-stack React development.

🛠️nextjs-best-practices — Next.js App Router principles. Server Components, data fetching, routing patterns.

🛠️nextjs-supabase-auth — Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth…

🛠️nnsight-remote-interpretability — Provides guidance for interpreting and manipulating neural network internals using nnsight with optional NDIF remote execution. Use when…

🛠️nodejs-backend-patterns — Comprehensive guidance for building scalable, maintainable, and production-ready Node.js backend applications with modern frameworks,…

🛠️nodejs-best-practices — Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not…

🛠️nosql-expert — Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and…

🛠️notebooklm — Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini.…

🛠️notion-knowledge-capture — Capture conversations and decisions into structured Notion pages; use when turning chats/notes into wiki entries, how-tos, decisions, or FAQs…

🛠️notion-meeting-intelligence — Prepare meeting materials with Notion context and Codex research; use when gathering context, drafting agendas/pre-reads, and tailoring…

🛠️notion-research-documentation — Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs,…

🛠️notion-spec-to-implementation — Turn Notion specs into implementation plans, tasks, and progress tracking; use when implementing PRDs/feature specs and creating Notion plans +…

🛠️notion-template-business — Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business.…

🛠️nowait-reasoning-optimizer — Implements the NOWAIT technique for efficient reasoning in R1-style LLMs. Use when optimizing inference of reasoning models (QwQ, DeepSeek-R1,…

🛠️

O

🛠️observability-engineer — Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and…

🛠️obsidian-bases — Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating…

🛠️obsidian-clipper-template-creator — Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables,…

🛠️obsidian-markdown — Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax. Use when working…

🛠️offer-comparison-analyzer — Compare multiple job offers side-by-side with total compensation analysis. Use when the user has multiple offers and wants to compare salary,…

🛠️omero-integration — Microscopy data management platform. Access images via Python, retrieve datasets, analyze pixels, manage ROIs/annotations, batch processing,…

🛠️onboarding-cro — When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user…

🛠️openai-docs — Use when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example:…

🛠️openalex-database — Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing…

🛠️openapi-to-typescript — Converts OpenAPI 3.0 JSON/YAML to TypeScript interfaces and type guards. This skill should be used when the user asks to generate types from…

🛠️openrlhf-training — High-performance RLHF framework with Ray+vLLM acceleration. Use for PPO, GRPO, RLOO, DPO training of large models (7B-70B+). Built on Ray,…

🛠️opentargets-database — Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence, known…

🛠️opentrons-integration — Lab automation platform for Flex/OT-2 robots. Write Protocol API v2 protocols, liquid handling, hardware modules (heater-shaker, thermocycler),…

🛠️optimizing-attention-flash — Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with…

🛠️osint-skill — description missing

🛠️ost — OTHER skills - PM, finance, compliance, C-level, regulatory from alirezarezvani/claude-skills

🛠️otif-analysis — Audit delivery performance from order-level data - compute the OTIF metric ladder (tolerant to strict), find where lateness concentrates, and…

🛠️outlines — Guarantee valid JSON/XML/code structure during generation, use Pydantic models for type-safe outputs, support local models (Transformers,…

🛠️

P

103

🛠️page-cro — When the user wants to optimize, improve, or increase conversions on any marketing page — including homepage, landing pages, pricing pages,…

🛠️paid-ads — When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms.…

🛠️paper-2-web — This skill should be used when converting academic papers into promotional and presentation formats including interactive websites (Paper2Web),…

🛠️parallel-agents — Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis…

🛠️pathml — Computational pathology toolkit for analyzing whole-slide images (WSI) and multiparametric imaging data. Use this skill when working with…

🛠️paywall-upgrade-cro — When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions…

🛠️pc-games — PC and console game development principles. Engine selection, platform features, optimization strategies.

🛠️pdb-database — Access RCSB PDB for 3D protein/nucleic acid structures. Search by text/sequence/structure, download coordinates (PDB/mmCIF), retrieve metadata,…

🛠️pdf — Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or…

🛠️PDF Processing Pro — Production-ready PDF processing with forms, tables, OCR, validation, and batch operations. Use when working with complex PDF workflows in…

🛠️pdf-fill-studio — Fill any PDF locally and place each value precisely in a visual editor. Use when the user wants to fill out a PDF form, enter data into a PDF,…

🛠️pdf-official — Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or…

🛠️peer-review — Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for…

🛠️peft-fine-tuning — Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU…

🛠️pennylane — Cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Enables building and training quantum…

🛠️Pentest Checklist — This skill should be used when the user asks to "plan a penetration test", "create a security assessment checklist", "prepare for penetration…

🛠️Pentest Commands — This skill should be used when the user asks to "run pentest commands", "scan with nmap", "use metasploit exploits", "crack passwords with…

🛠️performance — Optimize web performance for faster loading and better user experience. Use when asked to "speed up my site", "optimize performance", "reduce…

🛠️performance-optimization — Optimizes application performance. Use when performance requirements exist, when you suspect performance regressions, or when Core Web Vitals…

🛠️performance-optimizer — Identifies and fixes performance bottlenecks in code, databases, and APIs. Measures before and after to prove improvements.

🛠️performance-profiling — Performance profiling principles. Measurement, analysis, and optimization techniques.

🛠️perplexity — Web search and research using Perplexity AI. Use when user says "search", "find", "look up", "ask", "research", or "what's the latest" for…

🛠️perplexity-search — Perform AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter. This skill should be used when…

🛠️personal-tool-builder — Expert in building custom tools that solve your own problems first. The best products often start as personal tools - scratch your own itch,…

🛠️phaser — Build 2D browser games with Phaser 3 using scene-based architecture and centralized state. Use when creating a new 2D game or building sprite-based…

🛠️phoenix-observability — Open-source AI observability platform for LLM tracing, evaluation, and monitoring. Use when debugging LLM applications with detailed traces,…

🛠️php-pro — Write idiomatic PHP code with generators, iterators, SPL data

🛠️pinecone — Managed vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense + sparse), metadata filtering,…

🛠️plaid-fintech — Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks,…

🛠️plan — Planning agent for task breakdown and implementation planning. Use via spawn_subagent with skill='plan' when you need to explore a codebase and…

🛠️plan-ceo-review — |

🛠️plan-design-review — |

🛠️plan-eng-review — |

🛠️plan-writing — Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any…

🛠️planning — Create and manage persistent markdown planning files for structured task execution. Use when the user asks to "create a plan", "track…

🛠️planning-and-task-breakdown — Breaks work into ordered tasks. Use when you have a spec or clear requirements and need to break work into implementable tasks. Use when a task…

🛠️planning-with-files — Implements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.md, findings.md, and progress.md.…

🛠️playwright — Use when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshots, data extraction,…

🛠️playwright-e2e-builder — Plan and build comprehensive Playwright E2E test suites with Page Object Model, authentication state persistence, custom fixtures, visual…

🛠️playwright-java — Scaffold, write, debug, and enhance enterprise-grade Playwright E2E tests in Java using Page Object Model, JUnit 5, Allure reporting, and…

🛠️playwright-skill — Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take…

🛠️plotly — Interactive scientific and statistical data visualization library for Python. Use when creating charts, plots, or visualizations including…

🛠️Plugin Settings — This skill should be used when the user asks about "plugin settings", "store plugin configuration", "user-configurable plugin", ".local.md…

🛠️Plugin Structure — This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin…

🛠️plugin-forge — Create and manage Claude Code plugins with proper structure, manifests, and marketplace integration. Use when creating plugins for a…

🛠️PocketBase API Rules — API rules and filter expressions for PocketBase access control. Use when setting permissions, writing filter expressions, configuring who can…

🛠️PocketBase Collections — Collection and schema design for PocketBase. Use when creating collections, designing schemas, adding fields, setting up relations, or choosing…

🛠️PocketBase Deploy — Production deployment for PocketBase. Use when deploying PocketBase to a server, setting up Docker, configuring systemd, reverse proxy…

🛠️PocketBase Hooks — Server-side JavaScript hooks for PocketBase (pb_hooks). Use when writing custom routes, event hooks, cron jobs, sending emails, making HTTP…

🛠️PocketBase Migrations — Schema migrations and versioning for PocketBase. Use when creating migrations, managing schema versions, syncing collections between…

🛠️PocketBase SDK — JavaScript SDK usage for PocketBase client applications. Use when calling PocketBase from frontend or Node.js, authenticating users,…

🛠️polars — Fast DataFrame library (Apache Arrow). Select, filter, group_by, joins, lazy evaluation, CSV/Parquet I/O, expression API, for high-performance…

🛠️popup-cro — When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. Also use when the user…

🛠️portfolio-case-study-writer — Transform resume bullets into detailed portfolio case studies with context, action, and outcome. Use when the user mentions portfolio, case…

🛠️postgresql — Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features

🛠️postgresql-optimization — PostgreSQL database optimization workflow for query tuning, indexing strategies, performance analysis, and production database management.

🛠️powershell-windows — PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling.

🛠️pptx — Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or…

🛠️pptx-official — Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or…

🛠️premium-web-design — Create premium, Awwwards-quality website designs as React (.jsx) components that look like they were built by a top-tier agency charging $50k+ per…

🛠️pricing-strategy — When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing…

🛠️prisma-expert — Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma…

🛠️Privilege Escalation Methods — This skill should be used when the user asks to "escalate privileges", "get root access", "become administrator", "privesc techniques", "abuse…

🛠️product-decision-agent — 中文产品决策…

🛠️product-manager-toolkit — Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and…

🛠️product-marketing-context — When the user wants to create or update their product marketing context document. Also use when the user mentions 'product context,' 'marketing…

🛠️product-strategist — Strategic product leadership toolkit for Head of Product including OKR cascade generation, market analysis, vision setting, and team scaling.…

🛠️production-code-audit — Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to…

🛠️professional-communication — Guide technical communication for software developers. Covers email structure, team messaging etiquette, meeting agendas, and adapting messages…

🛠️programmatic-seo — When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions "programmatic SEO," "template…

🛠️progressive-web-app — Build Progressive Web Apps (PWAs) with offline support, installability, and caching strategies. Trigger whenever the user mentions PWA, service…

🛠️prometheus-configuration — Complete guide to Prometheus setup, metric collection, scrape configuration, and recording rules.

🛠️promo-video — Record a high-FPS autonomous promo video of a Phaser game using Playwright. Triggers on: promo video, gameplay recording, marketing video, game…

🛠️prompt-caching — Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt…

🛠️prompt-engineer — Expert in designing effective prompts for LLM-powered applications. Masters prompt structure, context management, output formatting, and prompt…

🛠️prompt-engineering — Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn…

🛠️prompt-engineering-patterns — Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability.

🛠️prompt-library — Curated collection of high-quality prompts for various use cases. Includes role-based prompts, task-specific templates, and prompt refinement…

🛠️protocolsio-integration — Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search,…

🛠️pubchem-database — Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, similarity/substructure searches,…

🛠️pubmed-database — Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows,…

🛠️pufferlib — This skill should be used when working with reinforcement learning tasks including high-performance RL training, custom environment…

🛠️pydantic-ai — Build production-ready AI agents with PydanticAI — type-safe tool use, structured outputs, dependency injection, and multi-model support.

🛠️pydeseq2 — Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR correction, volcano/MA…

🛠️pydicom — Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or…

🛠️pyhealth — Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data. This skill should be…

🛠️pylabrobot — Laboratory automation toolkit for controlling liquid handlers, plate readers, pumps, heater shakers, incubators, centrifuges, and analytical…

🛠️pymatgen — Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format…

🛠️pymc-bayesian-modeling — Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for…

🛠️pymoo — Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering…

🛠️pyopenms — Python interface to OpenMS for mass spectrometry data analysis. Use for LC-MS/MS proteomics and metabolomics workflows including file handling…

🛠️pysam — Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions, calculate coverage, for NGS…

🛠️pytdc — Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for…

🛠️python-expert — no description

🛠️python-patterns — Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not…

🛠️python-pro — Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest…

🛠️python-testing-patterns — Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting…

🛠️pytorch-fsdp — Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision, CPU offloading, FSDP2

🛠️pytorch-lightning — High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal…

🛠️pytorch-lightning — Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data…

🛠️pyvene-interventions — Provides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framework. Use when conducting…

🛠️

Q

🛠️qa — |

🛠️qa-design-review — |

🛠️qa-game — Add Playwright QA tests to a game — visual regression, gameplay verification, and performance. Use when the user says "add tests", "test my…

🛠️qa-only — |

🛠️qa-test-planner — Generate comprehensive test plans, manual test cases, regression test suites, and bug reports for QA engineers. Includes Figma MCP integration…

🛠️qdrant-vector-search — High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest…

🛠️qiskit — Comprehensive quantum computing toolkit for building, optimizing, and executing quantum circuits. Use when working with quantum algorithms,…

🛠️qms-audit-expert — Senior QMS Audit Expert for internal and external quality management system auditing. Provides ISO 13485 audit expertise, audit program…

🛠️quality-documentation-manager — Senior Quality Documentation Manager for comprehensive documentation control and regulatory document review. Provides document management…

🛠️quality-manager-qmr — Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides overall quality system responsibility,…

🛠️quality-manager-qms-iso13485 — ISO 13485 Quality Management System specialist for medical device companies. Provides QMS implementation, maintenance, process optimization,…

🛠️quantizing-models-bitsandbytes — Quantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory is limited, need to fit larger…

🛠️quick-game — Rapidly scaffold and implement a playable game — no assets, design, audio, deploy, or monetize. Get something on screen fast. Use when the user…

🛠️qutip — Quantum mechanics simulations and analysis using QuTiP (Quantum Toolbox in Python). Use when working with quantum systems including: (1)…

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🛠️raffle-winner-picker — Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbiased selection with…

🛠️rag-engineer — Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval…

🛠️rag-implementation — Retrieval-Augmented Generation patterns including chunking, embeddings, vector stores, and retrieval optimization Use when: rag, retrieval…

🛠️railway-database — Add official Railway database services (Postgres, Redis, MySQL, MongoDB). Use when user wants to add a database, says "add postgres", "add…

🛠️railway-deploy — Deploy code to Railway using "railway up". Use when user wants to push code, says "railway up", "deploy", "ship", or "push". For initial setup…

🛠️railway-deployment — Manage Railway deployments - view logs, redeploy, restart, or remove deployments. Use for deployment lifecycle (remove, stop, redeploy,…

🛠️railway-docs — Fetch up-to-date Railway documentation to answer questions accurately. Use when user asks about Railway features, how Railway works, or shares…

🛠️railway-domain — Add, view, or remove domains for Railway services. Use when user wants to add a domain, generate a railway domain, check current domains, get…

🛠️railway-environment — Query, stage, and apply configuration changes for Railway environments. Use for ANY variable or env var operations, service configuration…

🛠️railway-metrics — Query resource usage metrics for Railway services. Use when user asks about resource usage, CPU, memory, network, disk, or service performance…

🛠️railway-new — Create Railway projects, services, and databases with proper configuration. Use when user says "setup", "deploy to railway", "initialize",…

🛠️railway-projects — List, switch, and configure Railway projects. Use when user wants to list all projects, switch projects, rename a project, enable/disable PR…

🛠️railway-service — Check service status, rename services, change service icons, link services, or create services with Docker images. For creating services with…

🛠️railway-status — Check current Railway project status for this directory. Use when user asks "railway status", "is it running", "what's deployed", "deployment…

🛠️ray-data — Scalable data processing for ML workloads. Streaming execution across CPU/GPU, supports Parquet/CSV/JSON/images. Integrates with Ray Train,…

🛠️ray-train — Distributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from laptop to 1000s of nodes. Built-in…

🛠️rdkit — Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure…

🛠️react-component-performance — Diagnose slow React components and suggest targeted performance fixes.

🛠️react-dev — This skill should be used when building React components with TypeScript, typing hooks, handling events, or when React TypeScript, React 19,…

🛠️react-native-architecture — Production-ready patterns for React Native development with Expo, including navigation, state management, native modules, and offline-first…

🛠️react-patterns — Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.

🛠️react-state-management — Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server…

🛠️react-ui-patterns — Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or…

🛠️react-useeffect — React useEffect best practices from official docs. Use when writing/reviewing useEffect, useState for derived values, data fetching, or state…

🛠️reactome-database — Query Reactome REST API for pathway analysis, enrichment, gene-pathway mapping, disease pathways, molecular interactions, expression analysis,…

🛠️receiving-code-review — Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable -…

🛠️record-promo — Record an autonomous 50 FPS promo video of your game for social media. Use when the user says "record a video", "make a promo", "capture…

🛠️Red Team Tools and Methodology — This skill should be used when the user asks to "follow red team methodology", "perform bug bounty hunting", "automate reconnaissance", "hunt…

🛠️red-team-tactics — Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.

🛠️reducing-entropy — Manual-only skill for minimizing total codebase size. Only activate when explicitly requested by user. Measures success by final code amount,…

🛠️reference-list-builder — Format professional references properly and prepare reference materials. Use when the user mentions references, reference list, references…

🛠️referral-program — When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user…

🛠️regulatory-affairs-head — Senior Regulatory Affairs Manager expertise for HealthTech and MedTech companies. Provides strategic regulatory guidance, submission…

🛠️remotion — Best practices and comprehensive guide for Remotion - programmatic video creation in React with animations, compositions, and media handling

🛠️remotion-best-practices — Best practices for Remotion - Video creation in React

🛠️render-deploy — Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user…

🛠️requesting-code-review — Use when completing tasks, implementing major features, or before merging to verify work meets requirements

🛠️requirements-clarity — Clarify ambiguous requirements through focused dialogue before implementation. Use when requirements are unclear, features are complex (>2…

🛠️research — Fast agent specialized for exploring codebases and searching for code patterns. Use via spawn_subagent with skill='research' for read-only…

🛠️research-engineer — An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on…

🛠️research-grants — Write competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria, budget preparation, broader…

🛠️research-lookup — Look up current research information using Perplexity's Sonar Pro Search or Sonar Reasoning Pro models through OpenRouter. Automatically…

🛠️resume-ats-optimizer — Optimize resumes for Applicant Tracking Systems, check ATS compatibility, and analyze keyword match. Use when the user mentions ATS, applicant…

🛠️resume-bullet-writer — Transform weak resume bullets into achievement-focused statements with metrics and impact. Use when the user wants to rewrite bullets,…

🛠️resume-formatter — Ensure ATS-friendly formatting and create clean, scannable layouts. Use when the user mentions resume format, layout, template, design, or…

🛠️resume-quantifier — Find opportunities to add metrics and estimate numbers when exact data is unavailable. Use when the user wants to quantify achievements, add…

🛠️resume-section-builder — Create targeted resume sections optimized for different experience levels and roles. Use when the user wants to build or rewrite specific…

🛠️resume-tailor — Customize resume for specific job postings while maintaining truthfulness. Use when the user wants to tailor, customize, or target their resume…

🛠️resume-version-manager — Track different resume versions, maintain a master resume, and manage tailored variants. Use when the user mentions managing multiple resume…

🛠️retro — |

🛠️retrodiffusion — Generate true pixel art sprites, tilesets, and animations with the Retro Diffusion API — the best dedicated pixel art model. Use when the user…

🛠️review — |

🛠️review-game — Review an existing game codebase for architecture, performance, and best practices. Use when the user says "review my game", "code review",…

🛠️revops — When the user wants help with revenue operations, lead lifecycle management, or marketing-to-sales handoff processes. Also use when the user…

🛠️risk-management-specialist — Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout product lifecycle. Provides…

🛠️roier-seo — Technical SEO auditor and fixer. Runs Lighthouse/PageSpeed audits on websites or local dev servers, analyzes SEO/performance/accessibility…

🛠️root-cause-pareto — Build a decision-grade Pareto for downtime, defects, complaints or delays - with unit-of-measure discipline, category hygiene, exposure…

🛠️ruby-pro — Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development,…

🛠️rust-cli-builder — Plan and build production-ready Rust CLI tools using clap for argument parsing, with subcommands, config file support, colored output, and…

🛠️rust-pro — Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming.

🛠️rwkv-architecture — RNN+Transformer hybrid with O(n) inference. Linear time, infinite context, no KV cache. Train like GPT (parallel), infer like RNN (sequential).…

🛠️

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143

🛠️saas-multi-tenant — Design and implement multi-tenant SaaS architectures with row-level security, tenant-scoped queries, shared-schema isolation, and safe…

🛠️safety-stock-review — Size or audit safety stock with assumption checks - the z*sigma*sqrt(LT) formula plus an empirical stress test of what it actually delivers…

🛠️salary-negotiation-prep — Research market rates, build negotiation strategy, and create counter-offer scripts. Use when the user mentions salary negotiation, counter…

🛠️sales-enablement — When the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts. Also use when the user…

🛠️salesforce-development — Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs,…

🛠️sast-configuration — Static Application Security Testing (SAST) tool setup, configuration, and custom rule creation for comprehensive security scanning across…

🛠️scaffold-gateables — Add gateable features to an existing browser game — skin picker, continue-after-death, bonus mode, save slots, daily challenge.…

🛠️scala-pro — Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko,…

🛠️scanpy — Single-cell RNA-seq analysis. Load .h5ad/10X data, QC, normalization, PCA/UMAP/t-SNE, Leiden clustering, marker genes, cell type annotation,…

🛠️schema-markup — When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions "schema markup,"…

🛠️scholar-evaluation — no description

🛠️scientific-brainstorming — Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions, develop methodologies, identify…

🛠️scientific-critical-thinking — Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane…

🛠️scientific-schematics — Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review.…

🛠️scientific-slides — Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks,…

🛠️scientific-visualization — Create publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance markers, colorblind-safe, export…

🛠️scientific-writing — Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage…

🛠️scikit-bio — Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA),…

🛠️scikit-learn — Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning…

🛠️scikit-survival — Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use this skill when working with…

🛠️scrape — Scrape any webpage as clean markdown via Bright Data Web Unlocker API. Bypasses bot detection and CAPTCHA. Requires BRIGHTDATA_API_KEY and…

🛠️screenshot — Use when the user explicitly asks for a desktop or system screenshot (full screen, specific app or window, or a pixel region), or when…

🛠️screenshot-feature-extractor — Analyze product screenshots to extract feature lists and generate development task checklists. Use when: (1) Analyzing competitor product…

🛠️scroll-experience — Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web…

🛠️scvi-tools — This skill should be used when working with single-cell omics data analysis using scvi-tools, including scRNA-seq, scATAC-seq, CITE-seq,…

🛠️seaborn — Statistical visualization. Scatter, box, violin, heatmaps, pair plots, regression, correlation matrices, KDE, faceted plots, for exploratory…

🛠️search — Search Google via Bright Data SERP API. Returns structured JSON results with title, link, and description. Requires BRIGHTDATA_API_KEY and…

🛠️secrets-management — Secure secrets management practices for CI/CD pipelines using Vault, AWS Secrets Manager, and other tools.

🛠️Security Scanning Tools — This skill should be used when the user asks to "perform vulnerability scanning", "scan networks for open ports", "assess web application…

🛠️security-and-hardening — Hardens code against vulnerabilities. Use when handling user input, authentication, data storage, or external integrations. Use when building…

🛠️security-audit — Comprehensive security auditing workflow covering web application testing, API security, penetration testing, vulnerability scanning, and…

🛠️security-best-practices — Perform language and framework specific security best-practice reviews and suggest improvements. Trigger only when the user explicitly requests…

🛠️security-compliance — Guides security professionals in implementing defense-in-depth security architectures, achieving compliance with industry frameworks (SOC2,…

🛠️security-ownership-map — Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export…

🛠️security-review — Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive…

🛠️security-threat-model — Repository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a…

🛠️segment-anything-model — Foundation model for image segmentation with zero-shot transfer. Use when you need to segment any object in images using points, boxes, or…

🛠️segment-cdp — Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity…

🛠️senior-architect — Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native,…

🛠️senior-backend — Comprehensive backend development skill for building scalable backend systems using NodeJS, Express, Go, Python, Postgres, GraphQL, REST APIs.…

🛠️senior-computer-vision — World-class computer vision skill for image/video processing, object detection, segmentation, and visual AI systems. Expertise in PyTorch,…

🛠️senior-data-engineer — World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL,…

🛠️senior-data-scientist — World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy,…

🛠️senior-devops — Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline…

🛠️senior-frontend — Comprehensive frontend development skill for building modern, performant web applications using ReactJS, NextJS, TypeScript, Tailwind CSS.…

🛠️senior-fullstack — Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL.…

🛠️senior-ml-engineer — World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise in PyTorch, TensorFlow,…

🛠️senior-prompt-engineer — World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development. Expertise in…

🛠️senior-qa — Comprehensive QA and testing skill for quality assurance, test automation, and testing strategies for ReactJS, NextJS, NodeJS applications.…

🛠️senior-secops — Comprehensive SecOps skill for application security, vulnerability management, compliance, and secure development practices. Includes security…

🛠️senior-security — Comprehensive security engineering skill for application security, penetration testing, security architecture, and compliance auditing.…

🛠️sentence-transformers — Framework for state-of-the-art sentence, text, and image embeddings. Provides 5000+ pre-trained models for semantic similarity, clustering, and…

🛠️sentencepiece — Language-independent tokenizer treating text as raw Unicode. Supports BPE and Unigram algorithms. Fast (50k sentences/sec), lightweight (6MB…

🛠️seo — Comprehensive SEO analysis for any website or business type. Full site audits, single-page analysis, technical SEO (crawlability, indexability,…

🛠️SEO Optimizer — Search Engine Optimization specialist for content strategy, technical SEO, keyword research, and ranking improvements. Use when optimizing…

🛠️seo-audit — Full website SEO audit with parallel subagent delegation. Crawls up to 500 pages, detects business type, delegates to up to 15 specialists (8…

🛠️seo-backlinks — Backlink profile analysis: referring domains, anchor text distribution, toxic link detection, competitor gap analysis. Works with free APIs…

🛠️seo-cluster — SERP-based semantic topic clustering for content architecture planning. Groups keywords by actual Google SERP overlap (not text similarity), designs…

🛠️seo-competitor-pages — Generate SEO-optimized competitor comparison and alternatives pages. Covers "X vs Y" layouts, "alternatives to X" pages, feature matrices, schema…

🛠️seo-content — Content quality and E-E-A-T analysis with AI citation readiness assessment. Use when user says "content quality", "E-E-A-T", "content analysis",…

🛠️seo-content-brief — Generate competitive SEO content briefs with per-section word counts, competitor scoring, keyword density guidance, and page-type templates. Supports…

🛠️seo-dataforseo — Live SEO data via DataForSEO MCP server: SERP analysis, keyword research (volume, difficulty, intent, trends), backlink profiles, on-page analysis,…

🛠️seo-drift — SEO drift monitoring: capture baselines of SEO-critical elements, detect changes, and track regressions over time. Git for SEO: baseline, diff, and…

🛠️seo-ecommerce — E-commerce SEO analysis: Google Shopping visibility, Amazon marketplace intelligence, product schema validation, competitor pricing analysis, and…

🛠️seo-flow — FLOW framework integration: evidence-led SEO using the Find → Leverage → Optimize → Win loop. Surfaces stage-specific AI prompts from the FLOW…

🛠️seo-fundamentals — SEO fundamentals, E-E-A-T, Core Web Vitals, and Google algorithm principles.

🛠️seo-geo — Optimize content for AI Overviews (formerly SGE), ChatGPT web search, Perplexity, and other AI-powered search experiences. Generative Engine…

🛠️seo-google — Google SEO APIs: Search Console (Search Analytics, URL Inspection, Sitemaps), PageSpeed Insights v5, CrUX field data with 25-week history, Indexing…

🛠️seo-hreflang — Hreflang and international SEO audit, validation, and generation. Detects common mistakes, validates language/region codes, and generates correct…

🛠️seo-image-gen — AI image generation for SEO assets: OG/social preview images, blog hero images, schema images, product photography, infographics. Powered by…

🛠️seo-images — Image optimization analysis for SEO and performance. Checks alt text, file sizes, formats, responsive images, lazy loading, CLS prevention, image…

🛠️seo-local — Local SEO analysis covering Google Business Profile optimization, NAP consistency, citation health, review signals, local schema markup, location…

🛠️seo-maps — Maps intelligence for local SEO: geo-grid rank tracking, GBP profile auditing via API, review intelligence across Google/Tripadvisor/Trustpilot,…

🛠️seo-page — Deep single-page SEO analysis covering on-page elements, content quality, technical meta tags, schema, images, and performance.

🛠️seo-plan — Strategic SEO planning for new or existing websites. Industry-specific templates, competitive analysis, content strategy, and implementation roadmap.

🛠️seo-programmatic — Programmatic SEO planning and analysis for pages generated at scale from data sources. Covers template engines, URL patterns, internal linking…

🛠️seo-schema — Detect, validate, and generate Schema.org structured data. JSON-LD format preferred.

🛠️seo-sitemap — Analyze existing XML sitemaps or generate new ones with industry templates. Validates format, URLs, and structure.

🛠️seo-sxo — Search Experience Optimization: reads Google SERPs backwards to detect page-type mismatches, derives user stories from search intent signals, and…

🛠️seo-technical — Technical SEO audit across 9 categories: crawlability, indexability, security, URL structure, mobile, Core Web Vitals, structured data, JavaScript…

🛠️SEOAgent — Persistent SEO workflow for Claude Code — run a technical SEO audit, build a hub-and-spoke keyword strategy, write page-type-aware content…

🛠️server-management — Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.

🛠️serving-llms-vllm — Serves LLMs with high throughput using vLLM's PagedAttention and continuous batching. Use when deploying production LLM APIs, optimizing…

🛠️session-handoff — Creates comprehensive handoff documents for seamless AI agent session transfers. Triggered when: (1) user requests handoff/memory/context save,…

🛠️setup-browser-cookies — |

🛠️sglang — Fast structured generation and serving for LLMs with RadixAttention prefix caching. Use for JSON/regex outputs, constrained decoding, agentic…

🛠️shadcn — Manages shadcn/ui components and projects, providing context, documentation, and usage patterns for building modern design systems.

🛠️shap — Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model…

🛠️ship — |

🛠️ship-learn-next — Transform learning content (like YouTube transcripts, articles, tutorials) into actionable implementation plans using the Ship-Learn-Next…

🛠️shipping-and-launch — Prepares production launches. Use when preparing to deploy to production. Use when you need a pre-launch checklist, when setting up monitoring,…

🛠️Shodan Reconnaissance and Pentesting — This skill should be used when the user asks to "search for exposed devices on the internet," "perform Shodan reconnaissance," "find vulnerable…

🛠️shopify-apps — Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin…

🛠️shopify-development — |

🛠️signup-flow-cro — When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions "signup…

🛠️simpo-training — Simple Preference Optimization for LLM alignment. Reference-free alternative to DPO with better performance (+6.4 points on AlpacaEval 2.0). No…

🛠️simpy — Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with processes, queues,…

🛠️site-architecture — When the user wants to plan, map, or restructure their website's page hierarchy, navigation, URL structure, or internal linking. Also use when…

🛠️skill-creation-guide — Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends…

🛠️skill-creator — Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit,…

🛠️skill-developer — Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json,…

🛠️skill-installer — Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path. Use when a user asks to list installable skills,…

🛠️skill-judge — Evaluate Agent Skill design quality against official specifications and best practices. Use when reviewing, auditing, or improving SKILL.md…

🛠️skill-share — A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.

🛠️skypilot-multi-cloud-orchestration — Multi-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or batch jobs across multiple…

🛠️slack-automation — Automate Slack workspace operations including messaging, search, channel management, and reaction workflows through Composio's Slack toolkit.

🛠️slack-bot-builder — Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash…

🛠️slack-gif-creator — Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use…

🛠️slime-rl-training — Provides guidance for LLM post-training with RL using slime, a Megatron+SGLang framework. Use when training GLM models, implementing custom…

🛠️SMTP Penetration Testing — This skill should be used when the user asks to "perform SMTP penetration testing", "enumerate email users", "test for open mail relays", "grab…

🛠️social-content — When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or…

🛠️software-architecture — Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in…

🛠️sora — Use when the user asks to generate, remix, poll, list, download, or delete Sora videos via OpenAI\u2019s video API using the bundled CLI…

🛠️source-driven-development — Grounds every implementation decision in official documentation. Use when you want authoritative, source-cited code free from outdated…

🛠️sparse-autoencoder-training — Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into…

🛠️spec-driven-development — Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when…

🛠️speculative-decoding — Accelerate LLM inference using speculative decoding, Medusa multiple heads, and lookahead decoding techniques. Use when optimizing inference…

🛠️speech — Use when the user asks for text-to-speech narration or voiceover, accessibility reads, audio prompts, or batch speech generation via the OpenAI…

🛠️spreadsheet — Use when tasks involve creating, editing, analyzing, or formatting spreadsheets (`.xlsx`, `.csv`, `.tsv`) using Python (`openpyxl`, `pandas`),…

🛠️SQL Injection Testing — This skill should be used when the user asks to "test for SQL injection vulnerabilities", "perform SQLi attacks", "bypass authentication using…

🛠️sql-pro — Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data…

🛠️SQLMap Database Penetration Testing — This skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials…

🛠️SSH Penetration Testing — This skill should be used when the user asks to "pentest SSH services", "enumerate SSH configurations", "brute force SSH credentials", "exploit…

🛠️stable-baselines3 — Use this skill for reinforcement learning tasks including training RL agents (PPO, SAC, DQN, TD3, DDPG, A2C, etc.), creating custom Gym…

🛠️stable-diffusion-image-generation — State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts,…

🛠️star-history-chart — Add a self-hosted "Stargazers over time" chart to any GitHub repo's README. GitHub now restricts the stargazers endpoint to a repo's own…

🛠️start — |

🛠️statistical-analysis — Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian stats, power analysis, assumption…

🛠️statsmodels — Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for rigorous statistical…

🛠️stop-slop — description missing

🛠️stop-slop — Remove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI tells.

🛠️string-database — Query STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment, interaction…

🛠️stripe-integration — Get paid from day one. Payments, subscriptions, billing portal, webhooks, metered billing, Stripe Connect. The complete guide to implementing…

🛠️subagent-driven-development — Use when executing implementation plans with independent tasks in the current session

🛠️supabase-postgres-best-practices — Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries,…

🛠️supply-chain-guard — Detect and remediate software supply chain attacks in npm, PyPI, crates.io, GitHub Actions, and CI/CD pipelines by scanning for known…

🛠️sveltekit — Build full-stack web applications with SvelteKit — file-based routing, SSR, SSG, API routes, and form actions in one framework.

🛠️swarmvault — Use SwarmVault when the user needs a local-first knowledge vault that writes durable markdown, graph, search, dashboard, review, and MCP…

🛠️swift-concurrency-expert — Review and fix Swift concurrency issues such as actor isolation and Sendable violations.

🛠️sympy — Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation tasks including solving…

🛠️systematic-debugging — Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

🛠️

T

🛠️tailwind-design-system — Build production-ready design systems with Tailwind CSS, including design tokens, component variants, responsive patterns, and accessibility.

🛠️tailwind-patterns — Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.

🛠️tanstack-query-expert — Expert in TanStack Query (React Query) — asynchronous state management. Covers data fetching, stale time configuration, mutations, optimistic…

🛠️task-execution-engine — Execute implementation tasks from design documents using markdown checkboxes. Use when (1) implementing features from feature-design-assistant…

🛠️tavily-web — Web search, content extraction, crawling, and research capabilities using Tavily API

🛠️tdd-orchestrator — Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven…

🛠️tdd-workflow — Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle.

🛠️tech-docs-publishing — Use when generating professional technical documentation (server inventories, agent catalogs, reports, books) into PDF/HTML/Word formats.…

🛠️tech-resume-optimizer — Optimize resumes for software engineering, product management, and technical roles. Use when the user mentions software engineer, developer,…

🛠️ted — TED — Team Engineering Discipline. Triggers complete Addy Osmani SDLC workflow across 9 phases (idea → ship). Use when starting a new...

🛠️Telegram Bot Builder — This skill should be used when the user asks to "create a Telegram bot", "build a Telegram chatbot", "set up a Telegram webhook", "add inline…

🛠️telegram-mini-app — Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram…

🛠️template-skill — Replace with description of the skill and when Claude should use it.

🛠️templates — Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks.

🛠️tensorboard — Visualize training metrics, debug models with histograms, compare experiments, visualize model graphs, and profile performance with TensorBoard…

🛠️tensorrt-llm — Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs…

🛠️terraform-specialist — Expert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns.

🛠️test-detect — Auto-detect testing framework and run relevant tests. Identifies Jest, Vitest, Playwright, Cypress, pytest, Go test, and others. Can run all…

🛠️test-driven-development — Use when implementing any feature or bugfix, before writing implementation code

🛠️test-fixing — Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures,…

🛠️testing-patterns — Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or…

🛠️theme-factory — Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set…

🛠️think-tank — Run a Virtual Think Tank — a structured multi-persona debate — before planning or making architectural/design/strategic decisions. Use this…

🛠️threat-modeling-expert — Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security…

🛠️threejs-game — Build 3D browser games with Three.js using event-driven modular architecture. Use when creating a new 3D game, adding 3D game features, setting…

🛠️threejs-perf — Three.js performance optimization patterns for draw calls, scene traversal, and instancing. Use when optimizing 3D scenes with 100+ repeated…

🛠️Top 100 Web Vulnerabilities Reference — This skill should be used when the user asks to "identify web application vulnerabilities", "explain common security flaws", "understand…

🛠️torch-geometric — Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs, molecular property…

🛠️torchdrug — Graph-based drug discovery toolkit. Molecular property prediction (ADMET), protein modeling, knowledge graph reasoning, molecular generation,…

🛠️torchforge-rl-training — Provides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms. Use when you want clean RL…

🛠️training-llms-megatron — Trains large language models (2B-462B parameters) using NVIDIA Megatron-Core with advanced parallelism strategies. Use when training models >1B…

🛠️transcribe — Transcribe audio files to text with optional diarization and known-speaker hints. Use when a user asks to transcribe speech from audio/video,…

🛠️transformer-lens-interpretability — Provides guidance for mechanistic interpretability research using TransformerLens to inspect and manipulate transformer internals via…

🛠️transformers — This skill should be used when working with pre-trained transformer models for natural language processing, computer vision, audio, or…

🛠️treatment-plans — Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical…

🛠️trigger-dev — Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first…

🛠️twilio-communications — Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full…

🛠️typescript-expert — TypeScript and JavaScript expert with deep knowledge of type-level programming, performance optimization, monorepo management, migration strategies,…

🛠️typescript-pro — Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns.

🛠️

U

🛠️ui-design-system — UI design system toolkit for Senior UI Designer including design token generation, component documentation, responsive design calculations, and…

🛠️ui-ux-pro-max — UI/UX design intelligence. 67 styles, 96 palettes, 57 font pairings, 25 charts, 13 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native,…

🛠️umap-learn — UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN),…

🛠️uniprot-database — Direct REST API access to UniProt. Protein searches, FASTA retrieval, ID mapping, Swiss-Prot/TrEMBL. For Python workflows with multiple…

🛠️unsloth — Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization

🛠️upstash-qstash — Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use…

🛠️use-template — Clone a game template from the gallery as a starting point. Use when the user says "use a template", "start from a template", "clone…

🛠️using-agent-skills — Discovers and invokes agent skills. Use when starting a session or when you need to discover which skill applies to the current task. This is…

🛠️using-git-worktrees — Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git…

🛠️using-neon — Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection…

🛠️using-superpowers — Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including…

🛠️uspto-database — Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions, TSDR, for IP analysis and…

🛠️ux-researcher-designer — UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing…

🛠️

V

🛠️vaex — Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex excels at out-of-core…

🛠️venue-templates — Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature,…

🛠️vercel-deploy — Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link",…

🛠️vercel-deployment — Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production.

🛠️vercel-react-best-practices — React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or…

🛠️verification-before-completion — Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and…

🛠️verl-rl-training — Provides guidance for training LLMs with reinforcement learning using verl (Volcano Engine RL). Use when implementing RLHF, GRPO, PPO, or other…

🛠️video-downloader — Downloads videos from YouTube and other platforms for offline viewing, editing, or archival. Handles various formats and quality options.

🛠️viral-game — One-shot viral game pipeline — turn a tweet, news story, or short prompt into a scaffolded, designed, deployed, and monetized browser game in…

🛠️viral-generator-builder — Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator…

🛠️voice-agents — Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition…

🛠️voice-ai-development — Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice…

🛠️voltagent-subagents — description missing

🛠️vr-ar — VR/AR development principles. Comfort, interaction, performance requirements.

🛠️vulnerability-scanner — Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.

🛠️

W

🛠️watch — Watch a video (URL or local path). Downloads with yt-dlp, extracts auto-scaled frames with ffmpeg, pulls the transcript from captions (or…

🛠️web — Use when building any web interface, HTML page, dashboard, landing page, or UI component. Combines interface-design, ui-ux-pro-max,…

🛠️web-artifacts-builder — Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS,…

🛠️web-design-guidelines — Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX",…

🛠️web-games — Web browser game development principles. Framework selection, WebGPU, optimization, PWA.

🛠️web-performance-optimization — Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime…

🛠️web-quality-audit — Comprehensive web quality audit covering performance, accessibility, SEO, and best practices. Use when asked to "audit my site", "review web…

🛠️web-security-testing — Web application security testing workflow for OWASP Top 10 vulnerabilities including injection, XSS, authentication flaws, and access control…

🛠️web-to-markdown — Use ONLY when the user explicitly says: 'use the skill web-to-markdown ...' (or 'use a skill web-to-markdown ...'). Converts webpage URLs to…

🛠️webapp-testing — Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI…

🛠️weekly-ops-report — Turn raw operational data into a weekly management report that answers exactly three questions - what changed, where is it concentrated, what…

🛠️weights-and-biases — Track ML experiments with automatic logging, visualize training in real-time, optimize hyperparameters with sweeps, and manage model registry…

🛠️whisper — OpenAI's general-purpose speech recognition model. Supports 99 languages, transcription, translation to English, and language identification.…

🛠️Windows Privilege Escalation — This skill should be used when the user asks to "escalate privileges on Windows," "find Windows privesc vectors," "enumerate Windows for…

🛠️Wireshark Network Traffic Analysis — This skill should be used when the user asks to "analyze network traffic with Wireshark", "capture packets for troubleshooting", "filter PCAP…

🛠️WordPress Penetration Testing — This skill should be used when the user asks to "pentest WordPress sites", "scan WordPress for vulnerabilities", "enumerate WordPress users,…

🛠️workflow-automation — Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment…

🛠️workorai — WorkorAI talent marketplace skill: candidate job search and employer hiring with white-box match explanations via the WorkorAI MCP server…

🛠️worktree-guide — Interactive guide for parallel development with Ghostty, git worktrees, and Lazygit. Use when setting up multi-task workflows or learning the…

🛠️worldlabs — Generate photorealistic 3D worlds and environments with the World Labs Marble API — Gaussian Splat scenes from text prompts or reference…

🛠️Writing Hookify Rules — This skill should be used when the user asks to "create a hookify rule", "write a hook rule", "configure hookify", "add a hookify rule", or…

🛠️writing-clearly-and-concisely — Use when writing prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Applies Strunk's…

🛠️writing-plans — Use when you have a spec or requirements for a multi-step task, before touching code

🛠️writing-skills — Use when creating new skills, editing existing skills, or verifying skills work before deployment

🛠️

X

🛠️x-twitter-scraper — Use when the user wants to integrate with the X (Twitter) API via Xquik to search tweets, look up user profiles, extract followers, run…

🛠️xlsx — Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or…

🛠️xlsx-official — Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or…

🛠️xlsx-skill — Generates professional Excel reports with charts, formatting, and real data from CzechAI APIs. Use when user asks for Excel/spreadsheet output,…

🛠️

Y

🛠️yeet — Use only when the user explicitly asks to stage, commit, push, and open a GitHub pull request in one flow using the GitHub CLI (`gh`).

🛠️

Z

🛠️zapier-make-patterns — No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without…

🛠️zapier-workflows — Manage and trigger pre-built Zapier workflows and MCP tool orchestration. Use when user mentions workflows, Zaps, automations, daily digest,…

🛠️zarr-python — Chunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray compatible, for large-scale…

🛠️zen-comprehensive-review — Orchestrate a multi-model code review: spawn 3 review subagents, merge findings. In PR mode, posts GitHub PR comments. In local mode, outputs…

🛠️zen-review — Expert code reviewer. Analyze PR changes for correctness, security, performance, and quality. Returns findings as JSON. CRITICAL: this skill is…

🛠️zinc-database — Access ZINC (230M+ purchasable compounds). Search by ZINC ID/SMILES, similarity searches, 3D-ready structures for docking, analog discovery,…

🛠️zod-validation-expert — Expert in Zod — TypeScript-first schema validation. Covers parsing, custom errors, refinements, type inference, and integration with React Hook…

🛠️zustand-store-ts — Create Zustand stores following established patterns with proper TypeScript types and middleware.

Hire an agent, not a person — name a profession or task and we'll deploy a team to do it.

Section VII

Commands

77 slash commands. Written in prompts with a slash — trigger a pre-built procedure instead of free-form assignment.

Section VIII

Workstation and server — where everything runs

The arsenal exists in two places. Claude runs on the workstation when the computer is on. On server 179, it runs independently — tasks can be started without the workstation. Figures measured on 2026-08-03.

Section IX

Mandatory operating rules

Hire an agent, not a person — name a profession or task and we'll deploy a team to do it.

Agents by profession

Developers and Programmers

DevOps and infrastructure

Databases and Data Engineering

Data Science and AI/ML

UI/UX Designers

Copywriters and Content

Marketers and Growth

Business and sales

Customer Support

Finance and Accounting

Legal and Compliance

Security and OSINT

Research and Literature Review

Project and product

Architects and reviewers

QA and Testing

Real estate and valuation

Video, audio and creative work

HR and Education

Web, CMS and integrations

Strategy and Leadership

Documentation and Knowledge

Other / Universal

What It's All Built On