AI4PKM helper for onboarding guidance, quick help, and Gobi Desktop/CLI workflow integration.

aico-frontend-style-extraction

Эксперт Airbyte. Используй для настройки ETL/ELT пайплайнов, коннекторов, синхронизации данных и data pipelines.

Airflow adapter pattern for v2/v3 API compatibility

Create Apache Airflow DAGs for construction data pipelines. Orchestrate ETL, validation, and reporting workflows.

Expert-level Apache Airflow orchestration, DAGs, operators, sensors, XComs, task dependencies, and scheduling

Apache Airflow DAG design, operators, and scheduling best practices.

Python DAG workflow orchestration using Apache Airflow for data pipelines, ETL processes, and scheduled task automation

Connect to any Airtable base by name. Load when user mentions 'airtable', 'connect airtable', 'setup airtable', 'query [base-name]', 'add to [table]', 'airtable bases', or any base name from persistent context. Meta-skill that discovers workspace, caches schemas, and routes to appropriate operations.

Terminal emulation library from Alacritty for VT100/xterm compatible terminal embedding

Build effective alerts and dashboards based on SLOs.

Sort alignment files by coordinate or read name using samtools and pysam. Use when preparing BAM files for indexing, variant calling, or paired-end analysis.

Universal task initializer that automatically loads PAI context for all user requests. Ensures complete context availability (contacts, preferences, protocols) before responding to any task. (project, gitignored)

Develop with Analogjs 2.x file-based routing, markdown content management, and SSR/SSG configuration. Use when creating *.page.ts files, contentFilesResource, routeMeta, and prerender settings.

Create dashboards with KPIs and real-time metrics.

Analytics and data analysis workflow skill

Build data visualization and analytics dashboards. Use when creating charts, KPI displays, metrics dashboards, or data visualization components. Triggers on analytics, dashboard, charts, metrics, KPI, data visualization, Recharts.

Deep attachment analysis with extraction, importance classification, and content analysis for emails and threads.

Quick single email analysis - read metadata, content summary, and list attachments without extracting them.

Analyze a GitHub issue and create detailed analysis in workflows/

從日本保險公司對超長期（10年以上）JGB 的淨買賣時間序列，自動產出「本月是否創紀錄淨賣出、連續淨賣出月數、期間累積淨賣出」等結論。

用公開市場數據檢查「利率波動率（MOVE）是否對利率事件（如 JGB 殖利率變動）不恐慌，並且是否領先帶動 VIX / 信用利差走低」。

LLM-based architectural analysis that transforms raw project data into meaningful structure

Adds visual descriptions to transcripts by extracting and analyzing video frames with ffmpeg. Creates visual transcript with periodic visual descriptions of the video clip. Use when all files have audio transcripts present (transcript) but don't yet have visual transcripts created (visual_transcript).

Use when analyzing another branch's iteration journals to extract findings, decisions, and insights from divergent work

Use when implementing MVVM, clean architecture, dependency injection with Hilt, or structuring Android app layers.

android-conventions

Complete end-to-end Android Play Store deployment pipeline setup in one command

App signing, bundling, and Play Store deployment automation. Use when signing APK/AAB, generating release builds, preparing Play Store upload, or configuring ProGuard.

Create feature graphic and complete store listing metadata

Angular development patterns including modules, components, services, dependency injection, signals, and enterprise architecture.

Implement HTTP data fetching in Angular v20+ using resource(), httpResource(), and HttpClient. Use for API calls, data loading with signals, request/response handling, and interceptors. Triggers on data fetching, API integration, loading states, error handling, or converting Observable-based HTTP to signal-based patterns.

Design Angular modules using feature modules, lazy loading, and dependency injection. Use when organizing large Angular applications with proper separation of concerns.

Angular Router for navigation, routing configuration, route guards, lazy loading, and parameter handling. Use when setting up routes, implementing navigation guards, lazy loading modules, handling route parameters, or implementing breadcrumbs and nested routes in Angular applications.

Implement routing in Angular v20+ applications with lazy loading, functional guards, resolvers, and route parameters. Use for navigation setup, protected routes, route-based data loading, and nested routing. Triggers on route configuration, adding authentication guards, implementing lazy loading, or reading route parameters with signals.

ANIMA as limit construction over condensed skill applications. Formalizes prediction markets as belief ANIMAs, structure dishes as condensation media, and impact as equivalence class change. Use for understanding agency at maximum entropy, compositional world modeling, or applying Scholze-Clausen condensed mathematics to AI.

Expert in web animations, transitions, and motion design using Framer Motion and CSS

Ensures engaging user experience through validation of animations, transitions, micro-interactions, and feedback states, preventing flat/static interfaces that lack polish and engagement. Works with Tanstack Start (React) + shadcn/ui components.

Create splash screens, ASCII art banners, and terminal animations. Use when building visual effects, loading screens, and branding elements.

Animation and micro-interaction patterns for web interfaces. Use when adding transitions, animations, hover effects, loading states, or any motion to UI components.

Builds enterprise React applications with Ant Design's comprehensive component library. Use when creating admin dashboards, data tables, complex forms, or enterprise UIs with consistent design language.

anthropologist-analyst

Use when designing action sequences, user interactions, state transitions, or any motion that needs telegraphing to feel intentional rather than sudden.

Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-source alternatives. Critical focus on sandboxing, security, and handling the unique challenges of vision-based control. Use when: computer use, desktop automation agent, screen control AI, vision-based agent, GUI automation.

Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API

Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styling web UIs, components, pages, dashboards, or frontend applications.

Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, building agents, or setting up LLM observability.

Create Mermaid diagrams for flowcharts, sequences, ERDs, and

Build comprehensive ML pipelines, experiment tracking, and model

Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.