Best structured output and tool calling skills, page 4

Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models.

microsoft/ai-agents-for-beginners

Build local-first AI agents wey dey run fully for developer workstation wit Microsoft Foundry Local and Qwen function-calling models.

microsoft/ai-agents-for-beginners

Add, change, or review a pixiv-cli Pixiv or FANBOX MCP tool, including schema, SDK routing, structured output, errors, and stdio behavior.

FlanChanXwO/pixiv-cli

Audit named agent instructions, tool definitions, and supported Python prompts with local LintLang checks; return finding codes and locations without changing files.

sickn33/agentic-awesome-skills

Design n8n AI agents, chains, classifiers, extractors, tool calling, memory, RAG, structured output, and human-review flows.

sickn33/agentic-awesome-skills

Guides the usage of Gemini Interactions API on Gemini Enterprise Agent Platform.

google/skills

Example template for project-specific skill files covering architecture, patterns, testing, and deployment.

vibeeval/vibecosystem

A skill your agent uses when generating or reasoning over text with Alibaba Cloud Model Studio Qwen flagship text models (qwen3-max, qwen3.5-plus, qwen3.5-flash, snapshots, and compatible…

cinience/alicloud-skills

Choose and wire AI features in the .NET backend — LLM calls, agentic tool-calling/multi-step workflows, RAG/vector search, structured output, streaming.

atherio-danp/cde-dotnetcc

Integrates SAP Cloud SDK for AI into JavaScript/TypeScript and Java applications.

secondsky/sap-skills

Context is the complete state available to a language model at inference time.

aiskillstore/marketplace

Performs advanced network recon using Nmap's Scripting Engine (NSE), timing controls, firewall/IDS evasion, and structured output parsing to discover hosts, enumerate service versions, detect…

mukul975/Anthropic-Cybersecurity-Skills

Shorthand-first response compression that cuts ~40% of response tokens while preserving technical precision and exact literals.

github/awesome-copilot

Machine learning and LLM engineering judgment, distilled from a stronger model - invoke when DECIDING whether/how to use ML or an LLM for a task (prompt vs RAG vs fine-tune vs classical); working…

telagod/code-abyss

Ilipat ang mga Python app mula sa Azure OpenAI Chat Completions papuntang Responses API.

microsoft/ai-agents-for-beginners

Bumuo ng mga local-first AI agents na tumatakbo nang buong-buo sa isang developer workstation gamit ang Microsoft Foundry Local at Qwen function-calling models.

microsoft/ai-agents-for-beginners

Decide where to enforce structured LM output (constrain at decode time with Outlines vs validate-and-retry with Instructor vs grammar with Guidance) and which failure stance to take…

agentsope/SkillAlchemy

Author and review first-party Vellum skills in the repository.

vellum-ai/vellum-assistant

Apple FoundationModels framework for on-device LLM — text generation, guided generation with @Generable, tool calling, and snapshot streaming in iOS 26+.

majiayu000/claude-skill-registry

A skill your agent uses when defining or enforcing output formatting standards for agent responses in WrongStack.

WrongStack/WrongStack

A skill your agent uses when building applications with Gemini API hosted models, including Gemini and Gemma 4, working with multimodal content (text, images, audio, video), implementing function…

aiskillstore/marketplace

A skill your agent uses when integrating Google Gemini API into projects.

majiayu000/claude-skill-registry

Provides patterns to build declarative AI Services with LangChain4j for LLM integration, chatbot development, AI agent implementation, and conversational AI in Java.

giuseppe-trisciuoglio/developer-kit

Provides Spring Boot MCP server patterns that create Model Context Protocol servers with Spring AI by defining tool handlers, exposing resources, configuring prompt templates, and setting up…

giuseppe-trisciuoglio/developer-kit

Design tools that agents can use effectively. An agent skill from aiskillstore/marketplace.

aiskillstore/marketplace

Every product will be AI-powered. An agent skill from aiskillstore/marketplace.

aiskillstore/marketplace

Launch SFT via python -m hpc.launch --jobtype sft on any cluster (JSC Jupiter GH200, CINECA Leonardo A100, TACC Vista GH200), with EITHER backend — LLaMA-Factory (default) or axolotl (--sftbackend…

open-thoughts/OpenThoughts-Agent

Engineer effective LLM prompts using zero-shot, few-shot, chain-of-thought, and structured output techniques.

ancoleman/ai-design-components

Design and validate model-facing tool definitions with clear names, action-oriented descriptions, bounded JSON Schema parameters, explicit side effects, safe defaults, idempotency, errors, and…

seb1n/awesome-ai-agent-skills

Customize NVIDIA Nemotron Voice Agent's Generic Pipecat example for healthcare appointment, five-field patient intake, or custom tool-calling workflows without a separate backend.

NVIDIA/skills

Use Neo4j GenAI Plugin ai.text. An agent skill from neo4j-contrib/neo4j-skills.

neo4j-contrib/neo4j-skills

Decision protocol for wrapping a REST / GraphQL / RPC API as a tool an LLM agent can call.

agentsope/SkillAlchemy

Decision protocol for making side-effectful agent tools idempotent — so when an LLM tool call is retried (timeout, framework resume, user re-run, model duplicate emit), the second call is a no-op…

agentsope/SkillAlchemy

Build an AI-agent application end-to-end — from an empty repo or an existing codebase.

chmonitor/chmonitor

Map of AG2 beta capabilities and which sibling skill to reach for.

ag2ai/build-with-ag2

Design AI agent communication protocols: MCP tool schemas, A2A, function calling, and inter- agent messaging.

borghei/Claude-Skills

Call Exa Search directly with cURL or raw HTTP. An agent skill from compozy/compozy.

compozy/compozy

A skill your agent uses when writing or changing a model-facing tool definition (name, description, parameter schema, or its system-prompt section), and when designing skills, context loading, or…

singula-ai/alego

A production-ready Python AI Agent engine using LangChain. An agent skill from kennyzir/7deer_skills.

kennyzir/7deer_skills

Get reliable JSON, enums, and typed objects from LLMs using responseformat, tooluse, and schema-constrained decoding across OpenAI, Anthropic, and Google APIs.

majiayu000/claude-skill-registry

Expert in the Vercel AI SDK. An agent skill from majiayu000/claude-skill-registry.

majiayu000/claude-skill-registry

LLM integration patterns for function calling, streaming responses, local inference with Ollama, and fine-tuning customization.

yonatangross/orchestkit

A skill your agent uses for DSPy adapter selection, JSONAdapter, XMLAdapter, ChatAdapter, native function calling, structured outputs, and multimodal inputs like dspy.Image or dspy.Audio.

OmidZamani/dspy-skills

Designs RESTful APIs with proper resource naming, HTTP methods, status codes, and response formats.

secondsky/claude-skills

Analyze data with metagenomic-krona-chart using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

aipoch/medical-research-skills

Analyze data with phylogenetic-tree-styler using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

aipoch/medical-research-skills

Analyze data with pseudotime-trajectory-viz using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

aipoch/medical-research-skills

Analyze data with smiles-de-salter using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

aipoch/medical-research-skills