Notysoty
- 62 skills
- 0 followers
- 6 hours ago last updated
- ▌ Faq Generator · notysotyGenerates a comprehensive FAQ section for any product, API, or documentation page.
- ▌ Readme Writer · notysotyGenerates a professional, comprehensive README.md for any project from its codebase or description.
- ▌ Prompt Refiner · notysotyImproves AI prompts to be clearer, more specific, and produce more consistent outputs.
- ▌ Refactor Planner · notysotyCreates a safe, step-by-step plan to refactor messy code without breaking existing behavior.
- ▌ Technical Blog Post Writer · notysotyWrites engaging, accurate technical blog posts targeted at developer audiences.
- ▌ Unit Test Writer · notysotyGenerates comprehensive unit tests for any function or module with edge cases.
- ▌ Auth Flow Planner · notysotyDesigns a secure authentication and authorization flow for any application, covering login, sessions, roles, and edge cases.
- ▌ Changelog Curator · notysotyMaintains and formats a CHANGELOG.md following Keep a Changelog conventions from git history or PR list.
- ▌ Form UX Optimizer · notysotyReviews web forms for usability issues — field ordering, validation messages, error states, and accessibility.
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- ▌ LLM Tracing And Observability Setup · notysotyConfigures end-to-end tracing for an LLM application using OpenTelemetry with LangSmith, Langfuse, or Helicone — span naming, metadata tagging, latency thresholds, and cost tracking.
- ▌ Tech Debt Auditor · notysotyIdentifies and prioritizes technical debt in a codebase with an effort/impact matrix.
- ▌ API Documentation Generator · notysotyGenerates OpenAPI-compatible documentation for REST API endpoints from code or route definitions.
- ▌ Article Repurposer · notysotyTakes a long-form article and repurposes it into multiple formats: tweet thread, LinkedIn post, TL;DR, and key quotes.
- ▌ LLM Cost Optimizer · notysotyAudits an AI application for unnecessary token spend and recommends prompt caching, model routing, and token reduction techniques to cut costs.
- ▌ MCP Server Builder · notysotyStep-by-step guidance for creating a new MCP server with FastMCP or the TypeScript SDK — tool definitions, resource handlers, error responses, and usage examples.
- ▌ Unit Test Improver · notysotyReviews existing unit tests for gaps, weak assertions, and missing edge cases, then rewrites them to be more robust.
- ▌ Edge Case Discovery · notysotySystematically identifies edge cases and boundary conditions for any function, API, or user flow.
- ▌ Flaky Test Analyzer · notysotyDiagnoses why tests pass inconsistently and suggests fixes for timing, ordering, and state isolation issues.
- ▌ Issue To Pr Planner · notysotyTakes a GitHub issue and produces a step-by-step implementation plan with file locations and code changes needed.
- ▌ React Component Reviewer · notysotyAnalyzes React components for performance, accessibility, and modern hook usage.
- ▌ SQL Query Optimizer · notysotyReviews SQL queries for performance issues and rewrites them with optimized execution plans.
- ▌ Error Log Summarizer · notysotyParses raw error logs and produces a concise, prioritized summary of unique issues with root cause hints.
- ▌ RAG Chunking Strategy Advisor · notysotyGiven a document type and retrieval goal, recommends the optimal chunking strategy for a RAG pipeline to minimize retrieval failures.
- ▌ RAG Workflow Planner · notysotyDesigns a complete Retrieval-Augmented Generation (RAG) pipeline for a given use case, including chunking strategy, embedding model selection, and retrieval approach.
- ▌ Stack Trace Analyzer · notysotyInterprets error stack traces to pinpoint root cause, explain what went wrong, and suggest fixes.
- ▌ REST API Endpoint Designer · notysotyDesigns RESTful API endpoints following OpenAPI spec and industry best practices.
- ▌ Code Review Checklist · notysotyRuns a systematic checklist review on any code diff or file, covering correctness, security, performance, and readability.
- ▌ Pr Description Writer · notysotyWrites clear, thorough pull request descriptions from a diff or list of changes.
- ▌ Sdk Quickstart Writer · notysotyGenerates a concise, copy-paste-ready quickstart guide for any SDK or library.
- ▌ SEO Content Optimizer · notysotyAnalyzes and rewrites content to maximize search engine visibility without sounding robotic.
- ▌ AI Feature Spec Writer · notysotyWrites a complete product spec for an AI-powered feature including user stories, model requirements, fallback behavior, and evaluation criteria.
- ▌ Architecture Explainer · notysotyReads a codebase or system description and produces a clear, structured architecture overview with diagrams.
- ▌ Blog Outline Generator · notysotyGenerates a detailed, SEO-optimized blog post outline with H2/H3 structure, key points per section, and a hook.
- ▌ Migration Guide Writer · notysotyWrites clear migration guides for library upgrades, breaking API changes, or framework version bumps.
- ▌ Prompt Version Control Workflow · notysotySets up a prompt versioning system with naming conventions, diff tracking, A/B evaluation gates before promotion, and rollback triggers.
- ▌ SEO Metadata Generator · notysotyGenerates optimized title tags, meta descriptions, Open Graph tags, and structured data for any web page.
- ▌ Bug Root Cause Analyzer · notysotySystematically diagnoses bugs by tracing execution flow and identifying root causes vs symptoms.
- ▌ Hybrid Search Architect · notysotyDesigns a hybrid retrieval pipeline combining dense vector search and BM25 sparse search with reciprocal rank fusion, and explains when to use each configuration.
- ▌ Observability Checklist · notysotyReviews a service or codebase against a full observability checklist — logs, metrics, traces, and alerting gaps.
- ▌ Playwright Test Builder · notysotyGenerates robust Playwright end-to-end tests for web pages and user flows.
- ▌ Release Notes Generator · notysotyGenerates clear, user-friendly release notes from a git log or list of PRs.
- ▌ Breaking Change Detector · notysotyCompares two versions of a codebase or API and flags all breaking changes with migration hints.
- ▌ Caching Strategy Advisor · notysotyRecommends the right caching layer, TTL strategy, and invalidation approach for any application bottleneck.
- ▌ Database Schema Reviewer · notysotyReviews database schemas for normalization issues, missing indexes, naming inconsistencies, and scalability risks.
- ▌ Docker Compose Generator · notysotyGenerates production-ready docker-compose.yml files for any application stack.
- ▌ Documentation Gap Finder · notysotyAudits a codebase or docs folder and lists everything that is undocumented, outdated, or unclear.
- ▌ Prompt Injection Defense Auditor · notysotyReviews LLM application prompts and input handling for direct and indirect prompt injection vulnerabilities, then writes defensive scaffolding.
- ▌ Sprint Summary Generator · notysotyConverts a list of completed tickets or commits into a clear sprint summary for stakeholders.
- ▌ Agent Context File Writer · notysotyWrites a high-quality CLAUDE.md, .cursorrules, or .windsurfrules file that gives a coding agent the right project context, conventions, and constraints to work effectively.
- ▌ MCP Integration Assistant · notysotyHelps design and implement Model Context Protocol (MCP) server integrations for AI agents.
- ▌ Newsletter Summary Writer · notysotyCondenses long articles, threads, or documents into concise, engaging newsletter-ready summaries.
- ▌ Social Post Thread Writer · notysotyConverts a blog post, idea, or document into an engaging Twitter/X or LinkedIn thread with hooks and CTAs.
- ▌ Accessibility Audit Helper · notysotyReviews UI code and components for WCAG 2.1 accessibility violations and provides specific fixes.
- ▌ Incident Postmortem Writer · notysotyWrites a blameless incident postmortem document from an incident timeline or Slack thread.
- ▌ Landing Page Copy Improver · notysotyRewrites landing page copy to be more compelling, benefit-focused, and conversion-optimized.
- ▌ Responsive Layout Reviewer · notysotyReviews HTML/CSS or component code for responsive design issues across mobile, tablet, and desktop breakpoints.
- ▌ Hallucination Risk Reviewer · notysotyReviews an AI-generated response or LLM application output for factual risks, hallucination patterns, and confidence calibration issues.
- ▌ Agent Evaluation Framework Builder · notysotyDesigns an eval suite for an LLM agent or pipeline including success metrics, trajectory scoring, LLM-as-judge setup, and regression test cases.
- ▌ Troubleshooting Guide Builder · notysotyBuilds a structured troubleshooting guide with symptom → cause → fix format for any tool or system.
- ▌ X Twitter Source Packet Builder · notysotyConverts reviewed X/Twitter evidence into compact source packets for research and writing workflows.
- ▌ Langgraph State Machine Designer · notysotyConverts a workflow description into a LangGraph node/edge graph with typed state, conditional routing, and human-in-the-loop checkpoints.