Skill UI

This comprehensive skill guide provides deep insight into Oracle Cloud Infrastructure (OCI) IAM policy syntax and best practices. It covers the privilege verb hierarchy (inspect, read, use, manage), the correct structure for policy statements, and common patterns for granting least-privilege access across various compartments. Use this when developing automation scripts, setting up complex access control policies, or performing security audits in OCI.

This tool performs rigorous, zero-context verification of academic papers. It compares every quantitative claim (numbers, percentages, scope) found in the paper text against the original, raw result files. By acting as a fresh reviewer with no prior context, it is designed to prevent confirmation bias and detect critical issues such as data rounding errors, cherry-picking best seeds, or mismatched experiment configurations, ensuring maximum paper-to-evidence fidelity before submission.

A comprehensive guide for diagnosing and resolving slow search performance in Qdrant. This resource covers issues related to low QPS (throughput), high latency for single queries, and slow filtered searches. Solutions include tuning HNSW parameters, managing memory pressure, implementing quantization, optimizing indexing, and configuring cluster settings for maximum efficiency.

This guide covers advanced retrieval strategies that significantly boost search quality beyond basic vector similarity search. Techniques include Hybrid Search (combining dense and sparse indexing), Reranking (improving result order), Relevance Feedback (guiding search with iterative user scores), and Maximal Marginal Relevance (MMR) for diversity. Use these methods when standard search results lack relevance, miss critical keywords, or exhibit poor precision.

This skill provides advanced methods for interacting with Salesforce, focusing on high-volume data processing. It covers using Bulk API 2.0 for mass data ingestion, querying, and exporting millions of records. Furthermore, it demonstrates the Composite API for executing complex, multi-step, and dependent transactions (e.g., creating Account, then referencing it to create Contact) in a single, atomic call, ensuring data integrity and maximum efficiency.

Configures a robust local development workflow for SalesLoft integrations. This guide teaches developers how to implement API mocking and environment separation using tools like Vitest and Axios. It allows for safe, fast, and reliable unit and integration testing without relying on an official sandbox environment, ensuring optimal development cycles for SaaS products.

A comprehensive checklist for deploying Shopify apps to production or submitting to the App Store. It covers critical areas including API versioning, mandatory GDPR compliance webhooks, webhook security best practices, rate limit resilience, and App Store listing requirements. Use this guide when preparing for a major launch or auditing existing compliance gaps to ensure maximum stability and security.

A comprehensive quick reference guide for diagnosing and resolving common operational and compilation errors encountered when working with Snowflake. It provides actionable solutions for issues like 'Object Does Not Exist', connectivity failures, authentication problems, and SQL syntax mistakes across various programming languages and drivers (Python, Node.js).

This guide provides a comprehensive methodology for load testing and capacity planning within Snowflake data warehouses. It covers optimizing query performance by adjusting warehouse sizes (Scale UP), simulating high concurrency using multi-threading (Scale OUT), and configuring advanced scaling policies (Standard, Economy, Maximized). Users can benchmark critical queries using SQL and simulate real-world user traffic using Python, ensuring robust and cost-efficient production environments.

A comprehensive guide detailing the process of migrating data warehouses to Snowflake from major sources like Amazon Redshift, Google BigQuery, or on-premise databases. This resource covers critical steps including schema conversion (handling dialect differences like STRUCT/ARRAY to VARIANT), robust data transfer methods (S3/Cloud Storage, Python/Pandas), data validation techniques (checksums, row counts), and essential SQL syntax translation patterns.

This assistant helps generate clear, concise, and highly structured reports for stakeholders and leadership. It guides users in creating professional status updates, progress summaries, and executive reports, ensuring all key metrics, risks, and necessary actions (asks) are highlighted for maximum clarity and impact.

A comprehensive guide to optimizing operating costs when utilizing Together AI's OpenAI-compatible API. This resource details strategies for cost reduction across various AI tasks, including inference, fine-tuning, and model deployment. Learn how to select appropriate model sizes, implement caching, leverage batch inference, and utilize Turbo variants to maximize efficiency and minimize spending.