data Skills

100+ animated React components (Aceternity UI) for Next.js with Tailwind. Use for hero sections, parallax, 3D effects, or encounte...

Guides users through configuring a data acquisition system on the local machine. Covers working directory setup, acquisition syste...

ACSets (Attributed C-Sets): Algebraic databases as in-memory data structures. Category-theoretic formalism for relational database...

Execute a small batch of conditional actions only after verifying they are safe and unused.

"Am I *doing* or just *describing* that I should do?" - Counters documentation-over-action patterns. Triggers when: (1) about to s...

This skill should be used when the user asks about Action Cable, WebSockets, real-time features, channels, broadcasting, subscript...

Creates user-specific one-click action templates that execute email operations when clicked in the chat interface. Use when user w...

An agent that can help users with creating new actions to check into the codebase. It should generate action code and link it to t...

Systematic framework for extracting actionable items from documents and organizing them into prioritized, trackable checklists. Us...

Keep an audit trail of changes, commands, and verification.

Use when creating or refactoring Action Mailer emails. Applies Rails 7.1+ conventions, parameterized mailers, preview workflows, b...

This skill should be used when ensuring training focuses on performance outcomes and business impact. Use this skill to identify e...

This skill should be used when the user asks about "Laravel action pattern", "action class naming", "how to structure actions", "R...

Use proactively for authorization with ActionPolicy. Creates policies, scopes, and integrates with GraphQL/ActionCable. Preferred...

Standardized output format for code reviews with severity labels, file:line references, and fix code snippets. Use when generating...

GitHub Actions and CI/CD best practices for automated testing, building, and deployment.

GitHub Actions のワークフロー実行エラーを調査し、原因を特定して解決策を提案する。「Actions エラー」「ワークフロー失敗」「CI が落ちた」「ビルド失敗」「テスト失敗」「Actions を調べて」「CI のエラーを見て」などで起動。失敗した...

Garante que novas Actions sigam o padrão de classes actions reutilizáveis do Easy Budget.

Loads project-specific memories at session start and triggers onboarding for new projects. Use when starting a new coding session...

Causal intervention via activation patching to identify important model components. Use when determining which layers, heads, or p...

Query activation logs to check for errors and view volume

Query and manage Active Directory: users, groups, computers, OUs, GPO status. Use when user asks about AD objects or domain inform...

Use when creating or refactoring Active Job background jobs. Applies Rails 8 conventions, Solid Queue patterns, error handling, re...

This skill should be used when the user asks about Active Record models, database migrations, queries, associations (belongs_to, h...

Create, manage, and optimize email campaigns for Laguna Beach Tennis Academy using ActiveCampaign. Use when Claude needs to: (1) C...

Self-hosted no-code automation platform with visual flow builder, type-safe custom pieces, API integrations, and event-driven trig...

Complete guide to ActiveRecord query optimization, associations, scopes, and PostgreSQL-specific patterns. Use this skill when wri...

Display the daily activity log showing all content analyzed today. Use when the user asks what they've watched, read, or analyzed...

Follow these patterns when implementing activity emission and audit logging in OptAIC. Use for emitting ActivityEnvelopes on mutat...

Comprehensive guide for ActivityWatch setup, configuration, watchers, integrations, API usage, and automation. Covers aw-qt, aw-wa...

Master A2C, A3C, SAC, TD3 - actor-critic methods for continuous control

Fix Swift 6 actor isolation errors in Leavn app - deinit accessing @MainActor properties, nonisolated contexts, concurrent access...

Use when working on Acuantia's BigQuery Dataform pipeline (acuantia-gcp-dataform project) - adds Acuantia-specific patterns on top...

Professional document generator for Active Directory health assessments. Creates executive-quality DOCX reports with consistent br...

Synthesize new works from extracted functional DNA documents. Use when adapting a source work to a new context, when combining mul...

Adapter (Wrapper) Pattern pattern for C development

Activate when users need help setting up, configuring, or troubleshooting LimaCharlie adapters to ingest telemetry from cloud serv...

Remove sequencing adapters from FASTQ files using Cutadapt and Trimmomatic. Supports single-end and paired-end reads, Illumina Tru...

This skill automates the adaptation of pre-trained machine learning models using transfer learning techniques. it is triggered whe...

Calibrate guardrail thresholds from live hardware telemetry and emit environment presets. Use when thresholds are hand-tuned or dr...

Suggests learning analysis after code reviews

Guidance for implementing Adaptive Rejection Sampling (ARS) algorithms. This skill should be used when implementing rejection samp...

Self-learning workflow system that tracks what works best for your use cases. Records experiment results, suggests optimizations,...

Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental valid...

Manipulates Android devices via ADB with emphasis on Wear OS. Provides scripts for screenshots, screen recording, tile management,...

Comprehensive Android device control via ADB (Android Debug Bridge). Use when user asks about: Android device management, app inst...

PlayIntegrityFork bypass verification and validation for Play Integrity spoofing detection

Use when testing Android apps on ADB-connected devices/emulators - UI automation, screenshots, location spoofing, navigation, app...