Inconsistent naming and structure make existing .NET projects harder to extend and review. This skill guides evidence-based convention discovery and applies findings to code suggestions.

API documentation can miss response schemas, endpoint descriptions, and authentication metadata. This skill guides built-in .NET 10 OpenAPI setup with typed responses and transformers.

Poor HTTP client lifetimes and retry settings can cause connection failures or repeated operations. This skill guides .NET client registration, resilience configuration, request handlers, and testing.

Layered projects can scatter one feature across many folders and abstractions. This skill guides .NET feature organization with colocated handlers, endpoints, validation, and optional modules.

Task switches and risky refactors can interrupt progress and leave important context behind. This skill guides a local Git checkpoint and brief handoff before work continues.

Britecharts charts can fail when code uses outdated APIs, incorrect data fields, or misplaced tooltips. This skill guides chart implementation and migration with specific v3 examples for JavaScript, React, and framework wrappers.

Командам нужны согласованные AI-навыки, соответствующие каждой кодовой базе. Этот навык обнаруживает признаки стека, рекомендует универсальные навыки и может создавать каркасы проектно-специфичных шаблонов.

Serverless APIs need request limits that balance abuse prevention, latency, and Redis costs. This skill guides SDK integration, algorithm selection, and operational configuration with focused TypeScript examples.

Excessive interface motion can delay frequent tasks and distract from useful information. This skill guides targeted removals, smaller effects, and cleanup while checking behavior dependencies.

GitHub automation can fail when agents parse display output, overlook result limits, or target the wrong repository. This skill provides GitHub CLI patterns for structured queries, pagination, repository selection, and authentication handling.

Prompt changes can look useful without improving real results. This skill scores examples, proposes revisions, and retains candidates that improve training scores without lowering validation scores.

Application errors and logs can be difficult to trace across deployments. This skill configures LogBrew instrumentation and checks that a test event can be read back.

Polling inboxes can delay email automation and complicate delivery monitoring. This skill guides Cooper Email webhook setup, event selection, signature checks, and troubleshooting.

Timeouts and retried jobs can send duplicate emails or create duplicate resources. This skill guides Cooper Email key selection and recovery checks for repeatable operations.

JavaScript and TypeScript projects need consistent linting, formatting, and upgrade practices. This skill guides Ultracite setup, configuration migration, code review, and troubleshooting.

A successful iOS build does not prove tests pass or screens display correctly. This skill guides Simulator testing, visual checks, and evidence collection for review.

Gateway Forward integrations require entrypoints, context handling, and continuation rules that differ from ordinary Workers. This skill guides implementation and validation using current Cloudflare references.

Software changes can repeat avoidable design, debugging, and verification mistakes. This skill gives coding assistants explicit engineering principles for making simpler, better-supported decisions.

Assumptions can lead to ineffective fixes and misleading performance claims. This skill guides assistants through hypotheses, predefined criteria, repeatable measurements, and evidence-based decisions.

New libraries often coexist with legacy implementations, leaving inconsistent usage across a codebase. This skill guides migration, standardizes usage, and requires automated constraints against legacy patterns.