Structured output and tool calling

Main-session orchestrator for arcgentic rounds. An agent skill from Arch1eSUN/Arcgentic.

Arch1eSUN/Arcgentic

Get JSON out of the model reliably. An agent skill from Archive228/loopkit.

Archive228/loopkit

Shows how to pull validated, typed data out of LLM responses with Instructor and Pydantic models, including retries on failure and partial streaming.

Orchestra-Research/AI-Research-SKILLs

Build or modify Apple Foundation Models features in Swift, SwiftUI, iOS, and macOS apps.

rryam/FoundationModelsKit

Shift Python apps dem from Azure OpenAI Chat Completions go Responses API.

microsoft/ai-agents-for-beginners

Portable Agent Skills (SKILL.md) for TanStack AI with @tanstack/ai-skills.

TanStack/ai

Design tools, scripts, and CLIs that an agent will call, so the interface teaches its own use instead of a wall of prose and examples.

Neeeophytee/finding-unknowns-skills

Audit MCP servers for protocol compliance, metadata drift, and compatibility regressions.

getsentry/toolkit

Deploy LLM models on OCI using AI Quick Actions (AQUA) - single model, multi-model, stacked (LoRA), with GPU shape selection, vLLM configuration, streaming, and tool calling.

oracle/accelerated-data-science

Run Claude Code (Anthropic) from this host via the claude CLI (Agent SDK) in headless mode (-p) for codebase analysis, refactors, test fixing, and structured output.

win4r/claude-code-clawdbot-skill

Constrains language model output with regex, selections and grammars using the Guidance library, so JSON, XML, code or formatted fields come out valid.

Orchestra-Research/AI-Research-SKILLs

Analyzes Android codebases to implement ML Kit GenAI Prompt API.

sreichholf/dreamDroid

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…

Ayuilos/Miffan

Execute code in E2B sandboxes and integrate with LLMs for tool calling.

agent-sandbox/agent-sandbox

Design and verify tools that AI agents can actually use — for any framework or language (MCP servers, LangChain/LangGraph, function-calling, raw JSON schema; TypeScript, Python, or otherwise).

agentailor/fullstack-langgraph-nextjs-agent

A skill your agent uses when the user is building with xsai or any @xsai/ package, or is evaluating xsAI for a small OpenAI-compatible workflow with text generation, streaming, tool calling…

moeru-ai/airi

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…

benjaminasterA/antigravity-awesome-skills

Answer questions about the AI SDK and help build AI-powered features.

Compound-inc/rift

Automated Dynamic Application Security Testing (DAST) using Playwright MCP plus standard OS pentest tooling.

hardw00t/ai-security-arsenal

A skill your agent uses when building, reviewing, or editing TRL post-training workflows for agentic applications, including SFT, DPO, GRPO, RLOO, reward modeling, dataset formats, chat templates…

burtenshaw/training-agents

Turns a user's plain-English description of an RL training environment into runnable code across the four target frameworks — OpenEnv, OpenReward (ORS), Verifiers, and NeMo Gym.

adithya-s-k/FineEnvs

Plans how to pull data from websites into an exact JSON schema, with separate approaches for single facts, one-entity research, item lists and whole sites.

firecrawl/web-agent

Audit a named AI agent config, system prompt, tool-definition or instruction file (YAML, JSON, Markdown, text, or Python) with the released LintLang CLI, on request.

hermes-labs-ai/lintlang

Terminal output design system for swamp CLI commands. An agent skill from swamp-club/swamp.

swamp-club/swamp

Build AI-powered command flows with @commandkit/ai. An agent skill from neplexlabs/commandkit.

neplexlabs/commandkit

Run gdUnit4 unit tests and parse results into structured output.

RandallLiuXin/GodotMaker

Add a new function calling tool (vault operation) for the Gemini chat.

takeshy/obsidian-gemini-helper

Framework for building LLM-powered applications with agents, chains, and RAG.

Orchestra-Research/AI-Research-SKILLs

Covers serving LLMs with SGLang, whose RadixAttention reuses cached prefixes, and constraining output to JSON, regex or grammar for agent and tool-calling workloads.

Orchestra-Research/AI-Research-SKILLs

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

CommandCodeAI/agent-skills

Generate text, have conversations, write code, reason, and call functions with Qwen models.

QianWen-AI/qianwen-ai

Specialized research expert for parallel information gathering.

cin12211/orca-q

Designs, reviews, and debugs Peated's model-driven code, such as the Bottle and Entity classifiers, extractors, price matching, and generated details.

dcramer/peated

Run and review the Promptfoo-based AFM agentic evaluation suite.

scouzi1966/maclocal-api

Look up Mobazha backend API endpoints, request/response formats, and field mappings.

mobazha/mobazha-unified

Kitaru just recipes, CLI structure and structured-output contract, analytics events, and PR-description conventions.

zenml-io/kitaru

Audit a named AI agent config, system prompt, tool definition, or instruction file (YAML, JSON, Markdown, text, or Python) with the released LintLang CLI in GitHub Copilot CLI.

hermes-labs-ai/lintlang

Implements business-facing LLM calls as explicit, traceable workflows, keeping prompt versions, model policy, structured output and tracing scenarios in separate places.

lobehub/lobehub

千问AI平台（Qianwen AI Platform / DashScope）官方文档离线知识库，用于检索并回答模型选择、API Key、OpenAI 兼容接口、DashScope SDK、文本与多模态生成、图像/视频/语音、Realtime API、Embedding、Reranking、Function Calling、MCP、批量调用、计费、Token Plan、API/SDK/CLI…

chujianyun/skills

This skill helps an LLM generate correct audio code with @ax-llm/ax.

dosco/aithy

Build AI agents with Pydantic AI — tools, capabilities (including on-demand loading), structured output, streaming, testing, and multi-agent patterns.

pydantic/skills

INVOKE THIS SKILL when adding Arize AX tracing or observability to an app for the first time, or when the user wants to instrument their LLM app or get started with LLM observability.

boshi-xixixi/TraeSkill

API design patterns and conventions for this project. An agent skill from huangjia2019/claude-code-engineering.

huangjia2019/claude-code-engineering

Guides development with SAP AI Core and SAP AI Launchpad for enterprise AI/ML workloads on SAP BTP.

secondsky/sap-skills

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

affaan-m/ECC

Guide to designing n8n AI agents: choosing between Agent, chain, classifier and extractor nodes, wiring model, memory, tools and parser, plus RAG and human review.

czlonkowski/n8n-skills

Builds a full-duplex Python voice agent on Deepgram's agent.converse WebSocket, combining speech-to-text, an LLM and text-to-speech with interruption and function calling.

deepgram/deepgram-python-sdk

Implements a production-style agent loop in your own AI product, with tool calling, tool results fed back, exit conditions and budget guards.

simbajigege/book2skills