Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating model training and deployment workflows.

Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating model training and deployment workflows.

Update existing index.toon with changes. Detects new/deleted/modified folders and updates the semantic folder index.

Expert C4 Context-level documentation specialist. Creates high-level system context diagrams, documents personas, user journeys, system features, and external dependencies.

Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.

Expert guidance for proactive threat hunting. Use this when the user asks to "hunt" for threads, IOCs, or specific TTPs.

Implement state management using the BLoC/Cubit pattern with injectable dependency injection. Use when creating new BLoCs, managing UI state transitions, or configuring navigation with GoRouter.

Integrate Firebase services including Authentication, Firestore, Cloud Messaging, Crashlytics, and Analytics. Use when adding backend capabilities, push notifications, crash reporting, or remote configuration to a Flutter app.

This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDE_PLUGIN_ROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin directory layout, manifest configuration, component organization, file naming conventions, or Claude Code plugin architecture best practices.

Handle Hugo docs information-architecture moves: discover old vs new URLs, add front matter aliases (Phase 1), update in-repo links (Phase 2), interactive List 2 resolution and fragment validation (Phase 3; no guessing). Supports PR-scoped mapping plus whole-content sweeps for inbound links to that mapping, or a full-site follow-up. Triggers on: "IA migration", "redirects for moved pages", "fix links after content move", "PR-scoped link/anchor pass", "aliases for old URLs". After branch work, chain the review-changes skill (main...HEAD) before a PR. Agents must run the in-file required procedure and definition of done, not the phases alone in isolation.

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

Use when you need to generate a checklist document with embedded agents inventory, following the embedded template exactly and producing INVENTORY-AGENTS-JAVA.md in the project root. This should trigger for requests such as Create embedded agents inventory checklist; Generate INVENTORY-AGENTS-JAVA.md; Use @002-agents-inventory. Part of cursor-rules-java project

Use when you need to generate a checklist document with Java system prompts, following the embedded template exactly and producing INVENTORY-SKILLS-JAVA.md in the project root. This should trigger for requests such as Create Java system prompts checklist; Generate INVENTORY-SKILLS-JAVA.md; Use @001-skills-inventory. Part of cursor-rules-java project

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks. For CI-only/headless learning capture, use self-improvement-ci.

Build AI phone agents with AgentPhone API. Use when the user wants to make phone calls, send/receive SMS, manage phone numbers, create voice agents, set up webhooks, or check usage — anything related to telephony, phone numbers, or voice AI.

Skill de Motion Design para animações, transições e micro-interações. Use quando precisar definir ou implementar animações de interface, transições entre páginas, efeitos de hover/click/focus, loading states animados, ou qualquer interação visual com movimento. Trigger em: "animacao", "transicao", "motion", "micro-interacao", "framer motion", "spring", "easing", "parallax", "scroll animation", "hover effect".

Skill do Especialista SEO para otimização de páginas e sistemas para motores de busca tradicionais e também para otimização para ser citado por LLMs (ChatGPT, Claude, Perplexity, Google AI Overviews). Use quando precisar otimizar meta tags, Open Graph, sitemap, schema markup, Core Web Vitals, performance, imagens, fontes, acessibilidade para SEO, ou qualquer decisão de ranqueamento e citação por motores generativos. Trigger em: "SEO", "meta tags", "Open Graph metadata", "sitemap", "schema markup", "Core Web Vitals", "performance", "LCP", "CLS", "ranking", "canonical", "robots.txt", "GEO", "AEO", "Answer Engine", "LLM citation", "AI Overview", "llms.txt", "generative engine optimization", "answer engine optimization".

Skill do Security Reviewer para auditoria de segurança e boas práticas. Use quando precisar revisar código para vulnerabilidades, validar implementação de auth, checar OWASP Top 10, revisar CORS/CSRF/XSS, garantir DRY e clean code, ou qualquer review de segurança. Trigger em: "segurança", "security review", "vulnerabilidade", "OWASP", "XSS", "CSRF", "CORS", "injection", "HttpOnly", "cookie seguro", "DRY", "code review", "boas práticas", "audit", "pentest", "sanitização".

Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction to benchmark-grounded, simulation-first ideas. Use when user says \"robotics idea discovery\", \"机器人找idea\", \"embodied AI idea\", \"机器人方向探索\", \"sim2real 选题\", or wants ideas for manipulation, locomotion, navigation, drones, humanoids, or general robot learning.

Generate a conference poster (article + tcbposter LaTeX → A0/A1 PDF + editable PPTX + SVG) from a compiled paper. Use when user says "做海报", "制作海报", "conference poster", "make poster", "生成poster", "poster session", or wants to create a poster for a conference presentation.