# noah-sheldon > Open-source publisher. Listings imported from github.com/noah-sheldon — credited to the original author with their license. - **Listings:** 51 - **Total installs:** 0 - **Profile:** https://agentstack.voostack.com/s/noah-sheldon - **Website:** https://github.com/noah-sheldon ## Published listings - [Exa Search](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-exa-search) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-exa-search` Exa search — MCP server usage, semantic search queries, query optimization, result filtering, relevance scoring, research workflows, comparing results across queries, combining Exa with Context7 docs lookup, search result validation. - [Frontend Design](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-frontend-design) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-frontend-design` Workflow guidance for Frontend Design. - [Claude Api](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-claude-api) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-claude-api` Claude API usage — messages API, system prompts, tool use/function calling, extended thinking, prompt caching, token counting, streaming, image understanding, structured output, rate limits, fallback strategies, cost optimization. - [Security Review](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-security-review) — Skill · Free — `agentstack add skill-noah-sheldon-ai-dev-kit-security-review` Security review methodology covering OWASP Top 10, input validation audit, auth/authorization review, secret management check, dependency CVE scan, threat modeling, and secure code review checklist. - [Context Prune](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-context-prune) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-context-prune` Context window management: context budgeting, priority-based pruning, conversation summarization, reference replacement, token counting, strategic truncation, and context window optimization for Claude/GPT models. - [Data Pipelines](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-data-pipelines) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-data-pipelines` Data pipeline workflow for ETL, validation, and quality controls. - [Ci Pipeline](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-ci-pipeline) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-ci-pipeline` GitHub Actions, Jenkins pipelines, PR automation, and quality gates. - [Backend Patterns](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-backend-patterns) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-backend-patterns` FastAPI architecture patterns including system design, dependency injection, error handling, background tasks, WebSocket, testing, middleware, database integration, and OpenAPI design. - [Python Testing](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-python-testing) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-python-testing` Python testing workflow covering Pytest, FastAPI testing, Factory Boy, mocking, integration testing, property-based testing with Hypothesis, coverage, xdist parallelization, and AI-focused regression testing. - [Search First](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-search-first) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-search-first` Search-first methodology — search before coding discipline, effective search strategies, when to search vs reason, query formulation, result verification, avoiding stale information, cross-referencing, documenting search findings. - [Langchain Llamaindex](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-langchain-llamaindex) — Skill · Free — `agentstack add skill-noah-sheldon-ai-dev-kit-langchain-llamaindex` LangChain and LlamaIndex patterns for RAG pipelines, agent workflows, retrieval strategies, and cost-optimized LLM chains. Covers advanced RAG, multi-hop retrieval, reranking, and structured output. - [Api Integrations](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-api-integrations) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-api-integrations` API connector patterns for OAuth lifecycle, webhooks, rate limiting, and agent-native tool calling. - [Data Pipelines Ai](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-data-pipelines-ai) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-data-pipelines-ai` Data pipelines for AI workflows — Airflow DAGs, Prefect flows, Kafka streaming, batch vs streaming, data versioning, chunking, idempotent design, dataset curation, and pipeline monitoring. - [Coding Standards](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-coding-standards) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-coding-standards` Project-wide coding standards enforcement: naming conventions, file organization, function size limits, complexity budgets, style guides, linting rules, code review standards, and language-specific conventions for Python and TypeScript. Includes linter configs and rules. - [Api Design](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-api-design) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-api-design` RESTful API design — resource naming, error envelopes, versioning, pagination strategies, rate limiting, idempotency keys, request/response validation with Pydantic/Zod, HATEOAS, OpenAPI generation, API documentation. - [Pytorch Patterns](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-pytorch-patterns) — Skill · Free — `agentstack add skill-noah-sheldon-ai-dev-kit-pytorch-patterns` PyTorch patterns — nn.Module model definition, training loops, DataLoader optimization, GPU utilization, distributed training with DDP, torch.compile, mixed precision, gradient accumulation, checkpointing, learning rate scheduling, CUDA toolchain. - [Python Patterns](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-python-patterns) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-python-patterns` Python data and backend patterns including Pandas, NumPy, SQLAlchemy 2.0, Alembic, data validation, performance optimization, and OOP composition. - [Codebase Report](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-codebase-report) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-codebase-report` Structured codebase reporting skill. Combines outputs from codebase-analyzer and codebase-learner agents into a unified report covering architecture, data flow, coding patterns, gotchas, confidence ratings, and recommended study paths. Used when onboarding new developers or auditing an unfamiliar codebase. - [Backlog Management](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-backlog-management) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-backlog-management` Manage the feature backlog from docs/features/ and Git issues. Prioritizes features, tracks readiness, identifies specs missing details, and surfaces what needs human input. Used by the multi-agent-project-manager agent. - [Frontend Patterns](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-frontend-patterns) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-frontend-patterns` React 19 and Next.js patterns including component architecture, state management, performance, styling, forms, testing, Chrome extension parity, DX tooling, micro-frontends, UI state machines, and AI chat surface composition. - [Eval Harness](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-eval-harness) — Skill · Free — `agentstack add skill-noah-sheldon-ai-dev-kit-eval-harness` Evaluation harness for LLM and code quality assessment. Covers Pass@k metrics, golden datasets, LLM-as-judge, benchmark suites, regression detection, and eval-driven development workflow. - [Continuous Agent Loop](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-continuous-agent-loop) — Skill · Free — `agentstack add skill-noah-sheldon-ai-dev-kit-continuous-agent-loop` Continuous agent loop patterns: bounded automation loops, quality-gated iteration, loop health monitoring, termination criteria, human-in-the-loop gates, loop state management, failure recovery, and idempotent operations. - [Architecture Decision Records](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-architecture-decision-records) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-architecture-decision-records` ADR process — template, lifecycle (proposed → accepted → deprecated), storage convention, when to create ADRs, referencing ADRs in PRs and plans, ADR maintenance. - [Observability Telemetry](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-observability-telemetry) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-observability-telemetry` Observability & telemetry — OpenTelemetry SDK/collector, Prometheus metrics, Grafana dashboards, structured logging, distributed tracing, RAG span attributes, event stream monitoring, Sentry integration, chaos drills, and automation. - [Openai Api](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-openai-api) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-openai-api` OpenAI API production patterns — Completions, Embeddings, function calling, fine-tuning, Batch API, streaming, Assistants API, cost optimization, error handling, safety, evaluation, and production architecture. - [Mlops Rag](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-mlops-rag) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-mlops-rag` MLOps for RAG systems — model versioning, A/B testing, embedding pipelines, vector DB comparison, evaluation, observability, and continuous delivery for retrieval-augmented generation. - [Prompt Optimizer](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-prompt-optimizer) — Skill · Free — `agentstack add skill-noah-sheldon-ai-dev-kit-prompt-optimizer` Prompt optimization — compression, few-shot example selection, chain-of-thought alternatives, structured output, system prompt design, versioning and A/B testing, injection defenses, evaluation metrics, cache optimization, distillation patterns. - [Code Review](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-code-review) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-code-review` Code review methodology for PRs covering correctness, security, performance, and maintainability. Includes DIFF analysis, risk assessment, test coverage verification, and a comprehensive review checklist. - [Document Processing](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-document-processing) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-document-processing` Parse, clean, validate, and convert PDFs, spreadsheets, CSVs, and documents into structured data. - [Codebase Onboarding](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-codebase-onboarding) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-codebase-onboarding` Codebase onboarding methodology: dependency mapping, architecture discovery, key file identification, domain terminology extraction, first task identification, learning checklist, and knowledge gap tracking. Includes scripts for automated codebase analysis. - [Multi Agent Git Workflow](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-multi-agent-git-workflow) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-multi-agent-git-workflow` Multi-agent Git workflow for parallel AI development — repo scanning, micro-task breakdown, dynamic agent spawning (backend-1, backend-2, frontend-1, etc.), continuous test/eval loop, AI-as-judge validation, automated PRs, quality gates. Stops ONLY when feature is complete: all tests pass, evals green, lint/format/type-check clean. - [Iterative Retrieval](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-iterative-retrieval) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-iterative-retrieval` Iterative retrieval — progressive context loading, retrieval-then-refine loops, query rewriting, adaptive top-k, multi-hop retrieval, confidence scoring, fallback for low-confidence results, retrieval-time prompt guards. - [E2e Testing](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-e2e-testing) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-e2e-testing` Playwright E2E testing patterns including page object model, fixtures, parallel execution, flaky test prevention, visual regression, API mocking, and cross-browser testing. - [Aws Deployment](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-aws-deployment) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-aws-deployment` AWS deployment patterns: ECS Fargate, Lambda, EC2, App Runner, CloudFormation, CDK. Infrastructure as code, blue-green deployments, rolling updates, health checks, auto-scaling, CloudWatch integration. - [Git Workflow](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-git-workflow) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-git-workflow` Git workflow for branches, commits, merges, and conflict management. - [Postgres Patterns](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-postgres-patterns) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-postgres-patterns` Workflow guidance for Postgres Patterns. - [Mcp Server Patterns](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-mcp-server-patterns) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-mcp-server-patterns` MCP server patterns — server configuration, tool definition, resource exposure, prompt template integration, server security, multi-server orchestration, context passing, error handling, MCP protocol basics. - [Github Ops](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-github-ops) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-github-ops` Workflow guidance for Github Ops. - [Autonomous Agent Harness](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-autonomous-agent-harness) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-autonomous-agent-harness` Building autonomous AI agent workflows with bounded autonomy, guardrails, tool calling, self-correction, escalation patterns, safety constraints, output validation, and sandboxing. - [Aws Devops](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-aws-devops) — Skill · Free — `agentstack add skill-noah-sheldon-ai-dev-kit-aws-devops` AWS DevOps — ECS, Lambda, Docker, Kubernetes, ArgoCD, GitHub Actions, Jenkins, Ansible, CI/CD pipelines, IaC, monitoring, cost optimization, and security. - [Agentic Engineering](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-agentic-engineering) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-agentic-engineering` Agentic engineering patterns — agent orchestration, delegation contracts, multi-agent system design, memory graph usage, streaming/async pipelines, OOP decomposition, hierarchical delegation, context window management, and agent failure recovery. - [Deployment Patterns](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-deployment-patterns) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-deployment-patterns` Workflow guidance for Deployment Patterns. - [Database Migrations](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-database-migrations) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-database-migrations` Workflow guidance for Database Migrations. - [Autonomous Loops](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-autonomous-loops) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-autonomous-loops` Autonomous loop patterns: self-improving workflows, continuous feedback loops, quality gates, loop termination conditions, retry strategies, bounded iteration, and convergence detection. - [Docker Patterns](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-docker-patterns) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-docker-patterns` Workflow guidance for Docker Patterns. - [Dmux Workflows](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-dmux-workflows) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-dmux-workflows` Workflow guidance for Dmux Workflows. - [Ai Dev Kit](https://agentstack.voostack.com/l/mcp-noah-sheldon-ai-dev-kit) — MCP server · Free · security-reviewed — `agentstack add mcp-noah-sheldon-ai-dev-kit` Production-ready AI dev workflow scaffold with 59 skills, 33 agents, hooks, and rules for Claude Code, Codex, Gemini CLI, Copilot CLI, Qwen Code, and OpenCode. - [Mlops Workflow](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-mlops-workflow) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-mlops-workflow` MLOps workflow for training, evaluation, deployment, and retraining. - [Hexagonal Architecture](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-hexagonal-architecture) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-hexagonal-architecture` Workflow guidance for Hexagonal Architecture. - [Deep Research](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-deep-research) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-deep-research` Deep research methodology — multi-source investigation, web search with Exa, documentation traversal, cross-referencing sources, synthesizing findings, research report structure, evidence grading, conflicting source resolution, citation format. - [Documentation Lookup](https://agentstack.voostack.com/l/skill-noah-sheldon-ai-dev-kit-documentation-lookup) — Skill · Free · security-reviewed — `agentstack add skill-noah-sheldon-ai-dev-kit-documentation-lookup` Workflow guidance for Documentation Lookup. --- Seller on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Install any with `agentstack add `.