Notysoty

Improves AI prompts to be clearer, more specific, and produce more consistent outputs.

Designs an eval suite for an LLM agent or pipeline including success metrics, trajectory scoring, LLM-as-judge setup, and regression test cases.

Generates OpenAPI-compatible documentation for REST API endpoints from code or route definitions.

Runs a systematic checklist review on any code diff or file, covering correctness, security, performance, and readability.

Helps design and implement Model Context Protocol (MCP) server integrations for AI agents.

Generates a professional, comprehensive README.md for any project from its codebase or description.

Builds a structured troubleshooting guide with symptom → cause → fix format for any tool or system.

Reviews UI code and components for WCAG 2.1 accessibility violations and provides specific fixes.

Converts a list of completed tickets or commits into a clear sprint summary for stakeholders.

Creates a safe, step-by-step plan to refactor messy code without breaking existing behavior.

Analyzes and rewrites content to maximize search engine visibility without sounding robotic.

Writes clear, thorough pull request descriptions from a diff or list of changes.