Topic · AI & LLM Engineering

Best structured output and tool calling skills, page 5

Skills #193–240 of 271, ranked by score.

Structured output and tool calling skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

Structured output and tool calling skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
193

Analyze data with survival-curve-risk-table using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

aipoch/medical-research-skills2k—~4.2kAutomated safety check: PassMIT20 days ago
194

Analyze data with toxicity-structure-alert using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

aipoch/medical-research-skills2k—~2.6kAutomated safety check: PassMIT20 days ago
195

Analyze data with volcano-plot-labeler using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

aipoch/medical-research-skills2k—~2.8kAutomated safety check: PassMIT20 days ago
196

Expert in designing and building autonomous AI agents. An agent skill from aiskillstore/marketplace.

aiskillstore/marketplace4304 repos~2.3kAutomated safety check: PassNo licencetoday
197

LLM integration patterns including API usage, streaming, function calling, RAG pipelines, and cost optimization

rohitg00/awesome-claude-code-toolkit2.7k—~1.5kAutomated safety check: PassApache-2.04 mo ago
198

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/boilerplates-with-ai-skills240—~446Automated safety check: NotesMIT1 mo ago
199

Generate, modify, and style React components from natural language using the Thesys SDK.

secondsky/claude-skills227—~614Automated safety check: PassMIT9 days ago
200

Structured JSON output from Claude: native JSON schemas, strict tools, local validation, refusal and truncation handling.

softspark/ai-toolkit179—~1.2kAutomated safety check: PassApache-2.0today
201

Build provider-agnostic .NET AI integrations with Microsoft.Extensions.AI, IChatClient, embeddings, middleware, structured output, vector search, and evaluation.

managedcode/dotnet-skills486—~3.4kAutomated safety check: PassMITtoday
202

Build AI-enabled .NET applications with Semantic Kernel using services, plugins, prompts, and function-calling patterns that remain testable and maintainable.

managedcode/dotnet-skills486—~2.8kAutomated safety check: PassMITtoday
203
203.Ax Gen

This skill helps an LLM generate correct AxGen code using @ax-llm/ax.

dosco/aithy107—~5.4kAutomated safety check: PassApache-2.01 mo ago
204

Invokes Google Gemini models for structured outputs, image generation, text-to-speech narration, multi-modal tasks, and Google-specific features.

oaustegard/claude-skills150—~4.1kAutomated safety check: PassMIT5 days ago
205

On-device LLM integration using Apple's Foundation Models framework.

gustavscirulis/snapgrid1171 repo~4.1kAutomated safety check: NotesUnknown5 mo ago
206

Build MCP (Model Context Protocol) servers with tool definitions, resource providers, prompt templates, and transports.

borghei/Claude-Skills874—~1.9kAutomated safety check: PassMITtoday
207

Generate images with Venice. An agent skill from veniceai/skills.

veniceai/skills143—~4.7kAutomated safety check: PassMITyesterday
208

Understanding and parsing Golem CLI structured output. An agent skill from golemcloud/golem.

golemcloud/golem1.5k—~1.6kAutomated safety check: PassUnknowntoday
209

A skill your agent uses for requests related to Pydantic AI framework - building agents, tools, dependencies, structured outputs, and model integrations.

aiskillstore/marketplace4301 repo~1.2kAutomated safety check: PassNo licencetoday
210

Tool lifecycle UI components for React/Next.js from ui.inference.sh.

aiskillstore/marketplace4301 repo~990Automated safety check: PassNo licencetoday
211

Declarative UI widgets from JSON for React/Next.js from ui.inference.sh.

aiskillstore/marketplace4301 repo~1.3kAutomated safety check: PassNo licencetoday
212

Analyze data with adme-property-predictor using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

aipoch/medical-research-skills2k—~7kAutomated safety check: PassMIT20 days ago
213

Web API development conventions for Adynato projects. An agent skill from majiayu000/claude-skill-registry.

majiayu000/claude-skill-registry6661 repo~2kAutomated safety check: PassMITtoday
214

Access 50+ LLM models through a unified OpenAI-compatible API via AceDataCloud.

majiayu000/claude-skill-registry6661 repo~1.3kAutomated safety check: PassApache-2.0today
215

Vercel AI SDK 5 patterns. An agent skill from majiayu000/claude-skill-registry.

majiayu000/claude-skill-registry6661 repo~1.4kAutomated safety check: NotesApache-2.0today
216

Builds AI agents on Cloudflare using the Agents SDK with state management, real-time WebSockets, scheduled tasks, tool integration, and chat capabilities.

majiayu000/claude-skill-registry6661 repo~2.3kAutomated safety check: PassMITtoday
217

Advanced tool use patterns including tool search, programmatic calling, and production orchestration.

majiayu000/claude-skill-registry6661 repo~2.3kAutomated safety check: PassMITtoday
218

Integrate OpenAI APIs into applications. An agent skill from majiayu000/claude-skill-registry.

majiayu000/claude-skill-registry6661 repo~2.3kAutomated safety check: PassApache-2.0today
219

xAI Grok model selection and capabilities guide. An agent skill from majiayu000/claude-skill-registry.

majiayu000/claude-skill-registry6661 repo~1.6kAutomated safety check: PassMITtoday
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/pm-claude-skills1.4k—~1.3kAutomated safety check: NotesMITyesterday
221

Build multimodal AI apps with Pixeltable. An agent skill from hashgraph-online/awesome-codex-plugins.

hashgraph-online/awesome-codex-plugins1.2k—~3.3kAutomated safety check: PassApache-2.0today
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/developer-kit355—~2.4kAutomated safety check: NotesMIT27 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/peri223—~822Automated safety check: PassApache-2.0today
224

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/rsc-harness156—~5kAutomated safety check: PassMITtoday
225

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/stella258—~1.6kAutomated safety check: PassApache-2.0today
226

LLM and AI testing patterns — mock responses, evaluation with DeepEval/RAGAS, structured output validation, and agentic test patterns (generator, healer, planner).

yonatangross/orchestkit288—~2.6kAutomated safety check: PassMITyesterday
227

Build AI-first applications with RAG pipelines, embeddings, vector databases, agentic workflows, and LLM integration.

aiskillstore/marketplace4301 repo~4.5kAutomated safety check: PassNo licencetoday
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/codex-claude-code-config154—~764Automated safety check: PassMIT5 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/claude-skills150—~2.8kAutomated safety check: PassMIT5 days ago
230

LLM and multimodal serving systems. An agent skill from uw-syfi/vibesys.

uw-syfi/vibesys103—~2.9kAutomated safety check: PassMITyesterday
231

Call POST /chat/completions on Venice. An agent skill from veniceai/skills.

veniceai/skills143—~5.9kAutomated safety check: PassMITyesterday
232
232.Building LoopsOfficial

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/posthog-foss721—~3.6kAutomated safety check: PassMITtoday
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/netclaw674—~3.3kAutomated safety check: NotesApache-2.02 days ago
234

Wrap any command-line tool into a JSON-emitting agent skill.

coco-research/coco473—~858Automated safety check: PassUnknowntoday
235

Build autonomous AI agents with Claude Agent SDK. An agent skill from majiayu000/claude-skill-registry.

majiayu000/claude-skill-registry6661 repo~7.3kAutomated safety check: NotesMITtoday
236

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/claude-skill-registry6661 repo~7.6kAutomated safety check: NotesMITtoday
237

Review what an LLM feature or agent actually puts in its context window — and find what's bloating, missing, or fighting itself.

mohitagw15856/pm-claude-skills1.4k—~1.4kAutomated safety check: PassMITyesterday
238

Diagnose and rewrite an underperforming LLM prompt so it produces reliable, well-structured output.

mohitagw15856/pm-claude-skills1.4k—~1.1kAutomated safety check: PassMITyesterday
239
239.Gemini API DevOfficial

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/skills363—~1.6kAutomated safety check: PassNo licence3 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/skills363—~2.5kAutomated safety check: PassNo licence3 mo ago