All Skills

Use to review a PR for code quality, security, and correctness.

Генерация полных Python pytest тестов для REST API эндпоинтов с валидацией схемы. Использовать при создании тестов для новых эндпоинтов, добавлении покрытия для CRUD операций или валидации соответствия API с OpenAPI схемами.

Scaffold the Total Recall memory directory structure in this project.

Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (GRADE, Cochrane Risk of Bias), or teaching critical analysis. Best for understanding evidence quality, identifying flaws. For formal peer review writing use peer-review.

Production-ready reinforcement learning algorithms (PPO, SAC, DQN, TD3, DDPG, A2C) with scikit-learn-like API. Use for standard RL experiments, quick prototyping, and well-documented algorithm implementations. Best for single-agent RL with Gymnasium environments. For high-performance parallel training, multi-agent systems, or custom vectorized environments, use pufferlib instead.

Add durable IDs to memory entries. Required before /recall-maintain can run.

Provides AWS CloudFormation patterns for Amazon ElastiCache. Use when creating ElastiCache clusters (Redis, Memcached), replication groups, parameter groups, subnet groups, and implementing template structure with Parameters, Outputs, Mappings, Conditions, and cross-stack references for distributed caching infrastructure.

Creates professional logical flow diagrams and logical system architecture diagrams using draw.io XML format (.drawio files). Use when creating: (1) logical flow diagrams showing data/process flow between system components, (2) logical architecture diagrams representing system structure without cloud provider specifics, (3) BPMN process diagrams, (4) UML diagrams (class, sequence, activity), (5) data flow diagrams (DFD), (6) decision flowcharts, or (7) system interaction diagrams. This skill focuses on generic/abstract representations, not AWS/Azure-specific architectures (use aws-drawio-architecture-diagrams for cloud diagrams).

Use when starting any conversation - establishes mandatory workflows for finding and using skills, including using Read tool before announcing usage, following brainstorming before coding, and creating task todos for checklists

Research any topic from the last 30 days across Reddit, X, and web. Uses paid APIs (~$0.03) for real engagement metrics. Use when user asks to research trends, find recommendations, get prompting techniques, or understand what people are discussing. Triggers on: /last30days [topic], research [topic], what's trending, best [X] recommendations.

Generate Flutter applications using Clean Architecture with feature-first structure, Riverpod state management, Dio + Retrofit for networking, and fpdart error handling. Use this skill when creating Flutter apps, implementing features with clean architecture patterns, setting up Riverpod providers, handling data with Either type for functional error handling, making HTTP requests with type-safe API clients, or structuring projects with domain/data/presentation layers. Triggers include "Flutter app", "clean architecture", "Riverpod", "feature-first", "state management", "API client", "Retrofit", "Dio", "REST API", or requests to build Flutter features with separation of concerns.

--- name: ai-content-analytics description: World-class expertise in measuring, attributing, and optimizing AI-generated content performance. Combining data science rigor with content strategy intelligence to answer the questions traditional content analytics can't: Is AI content performing? Which

Generate professional product photography variations from a source image. Creates a workflow with multiple shots optimized for e-commerce and social media.

Automate Alchemy tasks via Rube MCP (Composio). Always search tools first for current schemas.

This skill enables visual inspection of websites running locally or remotely to identify and fix design issues. Triggers on requests like "review website design", "check the UI", "fix the layout", "find design problems". Detects issues with responsive design, accessibility, visual consistency, and layout breakage, then performs fixes at the source code level.

Pressure-based memory cleanup. Demotes, archives, or pins entries when working memory exceeds budget.

Rapid reorientation to a different area of the codebase. Delivers a 60-second briefing on a subsystem's current state, recent changes, key files, and known issues. Use when switching between tasks.

Senior mobile developer specializing in React Native with Expo. Follows Material Design 3 (Google) and Human Interface Guidelines (Apple/SwiftUI patterns). Uses Swift and Kotlin for native modules when performance-critical. Implements best practices for cross-platform mobile development. Use for mobile app features, native module integration, and mobile-specific UI/UX implementation.

Match string problems to appropriate algorithms

# Errors List List individual error events from Cloud Error Reporting. ## Purpose Retrieve detailed error events, including stack traces and service context, for deep-dive analysis. ## Inputs - `project` (optional): The Google Cloud project ID to list errors from. - `group_id` (required): The I

Transform research papers into professional visual schemas. Analyzes paper logic, selects optimal layout patterns, and generates detailed prompts for AI image generation.

Design workforce plans, analyze skills gaps, benchmark compensation, build retention strategies, and create succession plans. Use this skill when the user mentions: talent strategy, workforce planning, skills gap, compensation benchmarking, pay bands, salary benchmarking, retention strategy, flight risk, turnover, succession planning, employer brand, EVP, talent acquisition, hiring strategy, performance management, OKRs, learning and development, L&D, DEI strategy, diversity and inclusion, headcount planning, people strategy, or HR strategy.

Project state overview for cold-start orientation

Query the U.S. Treasury Fiscal Data API for federal financial data including national debt, government spending, revenue, interest rates, exchange rates, and savings bonds. Access 54 datasets and 182 data tables with no API key required. Use when working with U.S. federal fiscal data, national debt tracking (Debt to the Penny), Daily Treasury Statements, Monthly Treasury Statements, Treasury securities auctions, interest rates on Treasury securities, foreign exchange rates, savings bonds, or any U.S. government financial statistics.