Topic · AI & LLM Engineering
Best structured output and tool calling skills, page 5
Structured output and tool calling skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 193 | Analyze data with survival-curve-risk-table using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation. | aipoch/ | 2k | — | ~4.2k | Automated safety check: Pass | MIT | 20 days ago |
| 194 | Analyze data with toxicity-structure-alert using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation. | aipoch/ | 2k | — | ~2.6k | Automated safety check: Pass | MIT | 20 days ago |
| 195 | Analyze data with volcano-plot-labeler using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation. | aipoch/ | 2k | — | ~2.8k | Automated safety check: Pass | MIT | 20 days ago |
| 196 | Expert in designing and building autonomous AI agents. An agent skill from aiskillstore/marketplace. | aiskillstore/ | 430 | 4 repos | ~2.3k | Automated safety check: Pass | No licence | today |
| 197 | 197.LLM Integration LLM integration patterns including API usage, streaming, function calling, RAG pipelines, and cost optimization | rohitg00/ | 2.7k | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | 4 mo ago |
| 198 | 198.Nextjs AI SDK A skill your agent uses when adding chat routes, LLM tools, structured outputs, or streaming UI with the Vercel AI SDK in this Next.js AI app. | johnku2011/ | 240 | — | ~446 | Automated safety check: Notes | MIT | 1 mo ago |
| 199 | Generate, modify, and style React components from natural language using the Thesys SDK. | secondsky/ | 227 | — | ~614 | Automated safety check: Pass | MIT | 9 days ago |
| 200 | Structured JSON output from Claude: native JSON schemas, strict tools, local validation, refusal and truncation handling. | softspark/ | 179 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 201 | Build provider-agnostic .NET AI integrations with Microsoft.Extensions.AI, IChatClient, embeddings, middleware, structured output, vector search, and evaluation. | managedcode/ | 486 | — | ~3.4k | Automated safety check: Pass | MIT | today |
| 202 | 202.Semantic Kernel Build AI-enabled .NET applications with Semantic Kernel using services, plugins, prompts, and function-calling patterns that remain testable and maintainable. | managedcode/ | 486 | — | ~2.8k | Automated safety check: Pass | MIT | today |
| 203 | 203.Ax Gen This skill helps an LLM generate correct AxGen code using @ax-llm/ax. | dosco/ | 107 | — | ~5.4k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 204 | 204.Invoking Gemini Invokes Google Gemini models for structured outputs, image generation, text-to-speech narration, multi-modal tasks, and Google-specific features. | oaustegard/ | 150 | — | ~4.1k | Automated safety check: Pass | MIT | 5 days ago |
| 205 | On-device LLM integration using Apple's Foundation Models framework. | gustavscirulis/ | 117 | 1 repo | ~4.1k | Automated safety check: Notes | Unknown | 5 mo ago |
| 206 | Build MCP (Model Context Protocol) servers with tool definitions, resource providers, prompt templates, and transports. | borghei/ | 874 | — | ~1.9k | Automated safety check: Pass | MIT | today |
| 207 | Generate images with Venice. An agent skill from veniceai/skills. | veniceai/ | 143 | — | ~4.7k | Automated safety check: Pass | MIT | yesterday |
| 208 | Understanding and parsing Golem CLI structured output. An agent skill from golemcloud/golem. | golemcloud/ | 1.5k | — | ~1.6k | Automated safety check: Pass | Unknown | today |
| 209 | 209.Pydanticai Docs A skill your agent uses for requests related to Pydantic AI framework - building agents, tools, dependencies, structured outputs, and model integrations. | aiskillstore/ | 430 | 1 repo | ~1.2k | Automated safety check: Pass | No licence | today |
| 210 | 210.Tools UI Tool lifecycle UI components for React/Next.js from ui.inference.sh. | aiskillstore/ | 430 | 1 repo | ~990 | Automated safety check: Pass | No licence | today |
| 211 | 211.Widgets UI Declarative UI widgets from JSON for React/Next.js from ui.inference.sh. | aiskillstore/ | 430 | 1 repo | ~1.3k | Automated safety check: Pass | No licence | today |
| 212 | Analyze data with adme-property-predictor using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation. | aipoch/ | 2k | — | ~7k | Automated safety check: Pass | MIT | 20 days ago |
| 213 | 213.Adynato Web API Web API development conventions for Adynato projects. An agent skill from majiayu000/claude-skill-registry. | majiayu000/ | 666 | 1 repo | ~2k | Automated safety check: Pass | MIT | today |
| 214 | 214.AI Chat Access 50+ LLM models through a unified OpenAI-compatible API via AceDataCloud. | majiayu000/ | 666 | 1 repo | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
| 215 | 215.AI SDK 5 Vercel AI SDK 5 patterns. An agent skill from majiayu000/claude-skill-registry. | majiayu000/ | 666 | 1 repo | ~1.4k | Automated safety check: Notes | Apache-2.0 | today |
| 216 | Builds AI agents on Cloudflare using the Agents SDK with state management, real-time WebSockets, scheduled tasks, tool integration, and chat capabilities. | majiayu000/ | 666 | 1 repo | ~2.3k | Automated safety check: Pass | MIT | today |
| 217 | Advanced tool use patterns including tool search, programmatic calling, and production orchestration. | majiayu000/ | 666 | 1 repo | ~2.3k | Automated safety check: Pass | MIT | today |
| 218 | 218.Openai SDK Integrate OpenAI APIs into applications. An agent skill from majiayu000/claude-skill-registry. | majiayu000/ | 666 | 1 repo | ~2.3k | Automated safety check: Pass | Apache-2.0 | today |
| 219 | 219.Xai Models xAI Grok model selection and capabilities guide. An agent skill from majiayu000/claude-skill-registry. | majiayu000/ | 666 | 1 repo | ~1.6k | Automated safety check: Pass | MIT | today |
| 220 | A skill your agent uses when asked to expose a folder of notes or docs to Claude or another AI client, build an MCP server over Markdown or JSON files, let an agent read my knowledge base safely, or… | mohitagw15856/ | 1.4k | — | ~1.3k | Automated safety check: Notes | MIT | yesterday |
| 221 | 221.Pixeltable Build multimodal AI apps with Pixeltable. An agent skill from hashgraph-online/awesome-codex-plugins. | hashgraph-online/ | 1.2k | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | today |
| 222 | Provides and generates LangChain4j tool and function calling patterns: annotates methods as tools with @Tool, configures tool executors, registers tools with AiServices, validates tool parameters… | giuseppe-trisciuoglio/ | 355 | — | ~2.4k | Automated safety check: Notes | MIT | 27 days ago |
| 223 | Use programmatic tool calling to discover extra tools, compose multiple tool calls in ESM code, and return a compact JSON-compatible result. | KonghaYao/ | 223 | — | ~822 | Automated safety check: Pass | Apache-2.0 | today |
| 224 | 224.Building Agents A skill your agent uses when building or restructuring an LLM agent — provider adapter, tool calling, structured output, RAG, agent loop, eval gate, cost routing, tracing, MCP server —… | ericrisco/ | 156 | — | ~5k | Automated safety check: Pass | MIT | today |
| 225 | 225.Conventions AI Apply when building or reviewing Stella AI chat, model/provider adapters, tools, prompts, streaming, message persistence, approvals, structured output, or AI-generated follow-ups. | stella/ | 258 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | today |
| 226 | 226.Testing LLM LLM and AI testing patterns — mock responses, evaluation with DeepEval/RAGAS, structured output validation, and agentic test patterns (generator, healer, planner). | yonatangross/ | 288 | — | ~2.6k | Automated safety check: Pass | MIT | yesterday |
| 227 | Build AI-first applications with RAG pipelines, embeddings, vector databases, agentic workflows, and LLM integration. | aiskillstore/ | 430 | 1 repo | ~4.5k | Automated safety check: Pass | No licence | today |
| 228 | Designing agent harnesses and tool systems — risk taxonomy for tools, permission decisions, draft/commit pattern, structured tool results, agent budgets (10 types), context trust labels against… | AnastasiyaW/ | 154 | — | ~764 | Automated safety check: Pass | MIT | 5 days ago |
| 229 | Assign items to a CLOSED label vocabulary that is too large to put in a prompt — product taxonomies, category hierarchies, tag vocabularies, routing tables, ICD/SIC-style code lists. | oaustegard/ | 150 | — | ~2.8k | Automated safety check: Pass | MIT | 5 days ago |
| 230 | 230.Serving Systems LLM and multimodal serving systems. An agent skill from uw-syfi/vibesys. | uw-syfi/ | 103 | — | ~2.9k | Automated safety check: Pass | MIT | yesterday |
| 231 | 231.Venice Chat Call POST /chat/completions on Venice. An agent skill from veniceai/skills. | veniceai/ | 143 | — | ~5.9k | Automated safety check: Pass | MIT | yesterday |
| 232 | Build a Loop for PostHog Desktop: a workflow that creates an AI task each time its trigger fires, optionally followed by a Slack or email notification with the task's result. | PostHog/ | 721 | — | ~3.6k | Automated safety check: Pass | MIT | today |
| 233 | Human-in-the-loop escalation via HumanRail — route low-confidence agent decisions, pre-destructive operation approvals, and ambiguous incident tickets to real human engineers. | automateyournetwork/ | 674 | — | ~3.3k | Automated safety check: Notes | Apache-2.0 | 2 days ago |
| 234 | 234.CLI Anything Wrap any command-line tool into a JSON-emitting agent skill. | coco-research/ | 473 | — | ~858 | Automated safety check: Pass | Unknown | today |
| 235 | 235.Claude Agent SDK Build autonomous AI agents with Claude Agent SDK. An agent skill from majiayu000/claude-skill-registry. | majiayu000/ | 666 | 1 repo | ~7.3k | Automated safety check: Notes | MIT | today |
| 236 | 236.Openai API A skill your agent uses when implementing GPT chat, streaming, function calling, embeddings for RAG, images, audio or batch jobs, or troubleshooting 429 rate limits and API or TypeScript errors. | majiayu000/ | 666 | 1 repo | ~7.6k | Automated safety check: Notes | MIT | today |
| 237 | Review what an LLM feature or agent actually puts in its context window — and find what's bloating, missing, or fighting itself. | mohitagw15856/ | 1.4k | — | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 238 | 238.Prompt Optimizer Diagnose and rewrite an underperforming LLM prompt so it produces reliable, well-structured output. | mohitagw15856/ | 1.4k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 239 | A skill your agent uses when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function calling, using structured… | JetBrains/ | 363 | — | ~1.6k | Automated safety check: Pass | No licence | 3 mo ago |
| 240 | A skill your agent uses when writing code that calls the Gemini API for text generation, multi-turn chat, multimodal understanding, image generation, streaming responses, background research tasks… | JetBrains/ | 363 | — | ~2.5k | Automated safety check: Pass | No licence | 3 mo ago |
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