Notysoty

Notysoty/openagentskills

Skill Claude CodeCodex

Reviews an AI-generated response or LLM application output for factual risks, hallucination patterns, and confidence calibration issues.

Notysoty/openagentskills

Skill Claude CodeCodex

Designs a hybrid retrieval pipeline combining dense vector search and BM25 sparse search with reciprocal rank fusion, and explains when to use each configuration.

Notysoty/openagentskills

Skill Claude CodeCodex

Writes a blameless incident postmortem document from an incident timeline or Slack thread.

Notysoty/openagentskills

Skill Claude CodeCodex

Takes a GitHub issue and produces a step-by-step implementation plan with file locations and code changes needed.

Notysoty/openagentskills

Skill Claude CodeCodex

Rewrites landing page copy to be more compelling, benefit-focused, and conversion-optimized.

Notysoty/openagentskills

Skill Claude CodeCodex

Converts a workflow description into a LangGraph node/edge graph with typed state, conditional routing, and human-in-the-loop checkpoints.

Notysoty/openagentskills

Skill Claude CodeCodex

Audits an AI application for unnecessary token spend and recommends prompt caching, model routing, and token reduction techniques to cut costs.

Notysoty/openagentskills

Skill Claude CodeCodex

Configures end-to-end tracing for an LLM application using OpenTelemetry with LangSmith, Langfuse, or Helicone — span naming, metadata tagging, latency thresholds, and cost tracking.

Notysoty/openagentskills

Skill Claude CodeCodex

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

Notysoty/openagentskills

Skill Claude CodeCodex

Step-by-step guidance for creating a new MCP server with FastMCP or the TypeScript SDK — tool definitions, resource handlers, error responses, and usage examples.

Notysoty/openagentskills

Skill Claude CodeCodex

Writes clear migration guides for library upgrades, breaking API changes, or framework version bumps.

Notysoty/openagentskills

Skill Claude CodeCodex

Condenses long articles, threads, or documents into concise, engaging newsletter-ready summaries.

Notysoty/openagentskills

Skill Claude CodeCodex

Reviews a service or codebase against a full observability checklist — logs, metrics, traces, and alerting gaps.

Notysoty/openagentskills

Skill Claude CodeCodex

Generates robust Playwright end-to-end tests for web pages and user flows.

Notysoty/openagentskills

Skill Claude CodeCodex

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

Notysoty/openagentskills

Skill Claude CodeCodex

Reviews LLM application prompts and input handling for direct and indirect prompt injection vulnerabilities, then writes defensive scaffolding.

Notysoty/openagentskills

Skill Claude CodeCodex

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

Notysoty/openagentskills

Skill Claude CodeCodex

Sets up a prompt versioning system with naming conventions, diff tracking, A/B evaluation gates before promotion, and rollback triggers.

Notysoty/openagentskills

Skill Claude CodeCodex

Given a document type and retrieval goal, recommends the optimal chunking strategy for a RAG pipeline to minimize retrieval failures.

Notysoty/openagentskills

Skill Claude CodeCodex

Designs a complete Retrieval-Augmented Generation (RAG) pipeline for a given use case, including chunking strategy, embedding model selection, and retrieval approach.

Notysoty/openagentskills

Skill Claude CodeCodex

Analyzes React components for performance, accessibility, and modern hook usage.

Notysoty/openagentskills

Skill Claude CodeCodex

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

Notysoty/openagentskills

Skill Claude CodeCodex

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

Notysoty/openagentskills

Skill Claude CodeCodex

Generates clear, user-friendly release notes from a git log or list of PRs.