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LLM & AI

Large Language Models and AI agents.

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llm-ai
0

grpo

Group Relative Policy Optimization for reinforcement learning from human feedback. Covers GRPOTrainer, reward function design, policy optimization, and KL divergence constraints for stable RLHF training. Includes thinking-aware reward patterns.

atrawog
atrawog
data-ai
open
llm-ai
0

a2a-agent

Comprehensive A2A (Agent-to-Agent) development toolkit for building Python agents using a2a-sdk and FastAPI. Use when creating new A2A agents, implementing agent handlers, adding streaming capabilities, testing agents, or deploying agents. Triggers include "a2a agent", "agent-to-agent", "a2a-sdk", "create agent", "agent handler", "streaming agent", or when working with FastAPI-based agent architectures.

pjordan
pjordan
data-ai
open
llm-ai
0

mcp-builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

untangledfinance
untangledfinance
data-ai
open
llm-ai
0

rag

Work with RAG (Retrieval-Augmented Generation) system - ingest knowledge, search vectors, manage embeddings, debug retrieval

yui-synth-lab
yui-synth-lab
data-ai
open
llm-ai
0

microsoft-agent-framework

Expert guidance for building AI agents using Microsoft Agent Framework. Use when creating single agents, multi-agent workflows, chat applications, or integrating tools with LLMs. Covers ChatAgent, tools (@ai_function), orchestration patterns (GroupChat, Sequential, Concurrent, Handoff), memory/state management, observability, and declarative YAML agents. Supports Python and .NET.

EmeaAppGbb
EmeaAppGbb
data-ai
open
llm-ai
0

write-skill

Use when creating a new skill or updating an existing skills that extends Claude's capabilities.

bcowdery
bcowdery
data-ai
open
llm-ai
0

parallel-agent-spawner

Spawn and coordinate parallel agents for faster completion. Use when running parallel tasks, spawning subagents, coordinating concurrent work, or optimizing throughput.

adaptationio
adaptationio
data-ai
open
llm-ai
0

telegram-web

Enables Claude to send messages, manage chats, and handle Telegram communications through the web interface

Andrejones92
Andrejones92
data-ai
open
llm-ai
0

llm-app-architecture

Automatically applies when building LLM applications. Ensures proper async patterns for LLM calls, streaming responses, token management, retry logic, and error handling.

ricardoroche
ricardoroche
data-ai
open
llm-ai
0

ralph-loop

Ralph Wiggum 自主循环模式。AI 持续执行任务直到全部完成,按用户确认的节奏汇报(默认整单完成后)。触发词:ralph、ralph-loop、/ralph-loop、自主循环、autonomous、直到完成、循环执行。

kexin94yyds
kexin94yyds
data-ai
open
llm-ai
0

meta-router

Primary intent classifier and entry point for all skill routing. Routes requests through the unified 7-router hierarchy based on intent analysis. Triggers on any task requiring specialized skills or delegation.

Zpankz
Zpankz
data-ai
open
llm-ai
0

autonomy-kickoff

Run the full autonomy bootstrap with minimal questions.

CheekyCodexConjurer
CheekyCodexConjurer
data-ai
open
llm-ai
0

your-skill-name

Brief description of what this Skill does and when to use it. This field is critical for Claude to discover when to invoke your skill.

beshkenadze
beshkenadze
data-ai
open
llm-ai
0

conductor

CRITICAL: Load and read ENTIRE skill content before ANY coding task. This skill defines orchestration rules and role-based delegation. DO NOT skip. DO NOT skim. Read the full SKILL.md content first. NEVER use built-in subagents - delegate via MCP roles defined in this skill. TRIGGERS: code, file, function, class, bug, error, fix, debug, refactor, implement, build, test, deploy, analyze, review, search, explore, find, plan, design, architecture, optimize, improve, migrate, security, performance

Skyline-23
Skyline-23
data-ai
open
llm-ai
0

nyan-mode

This skill is ALWAYS ACTIVE once installed. Automatically applies cat persona with verbal tic (nyan~/meow~) and emoji to all responses. No trigger phrase needed - activates on every response.

VdustR
VdustR
data-ai
open
llm-ai
0

0g-teeml

0G TeeMLプライバシー保護AI推論の知識。「0G」「TeeML」「プライバシー」「AI推論」で使用。

HAaYAT0
HAaYAT0
data-ai
open
llm-ai
0

static-audio-generation

Generate and manage static audio files for Bob The Skull using ElevenLabs TTS. Use when creating greetings, startup messages, error responses, or test audio. Handles generation, naming, directory structure, and cross-repo syncing.

want2bet
want2bet
data-ai
open
llm-ai
0

agent-builder-pydantic-ai

Build conversational AI agents using Pydantic AI + OpenRouter. Use when creating type-safe Python agents with tool calling, validation, and streaming.

guaderrama
guaderrama
data-ai
open
llm-ai
0

mcp-builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services.

LeandroLarrosa
LeandroLarrosa
data-ai
open
llm-ai
0

terminal-bench-strategies

Comprehensive strategies and patterns for maximizing Terminal-Bench 2.0 task completion. Contains battle-tested approaches from top-performing agents.

DammianMiller
DammianMiller
data-ai
open
llm-ai
0

dev-prompt-engineering

Anthropic의 Best Practice를 기반으로 고성능 프롬프트를 설계하고 최적화합니다.

lastdays03
lastdays03
data-ai
open
llm-ai
0

analytics-engineer

데이터 분석 로직 및 Gemini AI 프롬프트 엔지니어링 가이드

monam2
monam2
data-ai
open
llm-ai
0

test-printing

Simple skill that prints a templated message with agf_id and prompt

ashneyderman
ashneyderman
data-ai
open
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