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LLM & AI

Large Language Models and AI agents.

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llm-ai
1

filter-duplicates

Fast pre-filter to remove articles already processed. Uses Redis for O(1) URL lookup to avoid wasting LLM calls on previously seen content.

X-McKay
X-McKay
data-ai
open
llm-ai
1

remote-code-agents

Delegate tasks to remote Claude Code agent containers for parallel execution, long-running analysis, or resource-intensive operations.

liauw-media
liauw-media
data-ai
open
llm-ai
1

anthropic-dev-tools-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).

theflysurfer
theflysurfer
data-ai
open
llm-ai
1

new-agent

Create a new AI agent from template using kubani-dev CLI. Use when adding a new agent to the cluster, starting a new monitoring or automation project.

X-McKay
X-McKay
data-ai
open
llm-ai
1

math-router

Deterministic router for math cognitive stack - maps user intent to exact CLI commands

namesreallyblank
namesreallyblank
data-ai
open
llm-ai
1

shape-memory

AI-native session continuity through shape anchors rather than linear logs. Use when beginning a session to orient from prior state, or when ending to crystallize state for future instances.

The-Emergent-Cohort
The-Emergent-Cohort
data-ai
open
llm-ai
1

optimizing-nano-banana-pro-prompts

将简单提示词优化为符合 Nano Banana Pro 最佳实践的高质量提示词。当用户需要为 Gemini 3 Pro Image 生成图像、优化 AI 绘画提示词、或提及 Nano Banana Pro 时使用。

leochanai
leochanai
data-ai
open
llm-ai
1

context-compression

This skill should be used when the user asks about "token efficiency", "compress responses", "reduce token usage", "minimize context", "compact format", "token optimization", or discusses reducing token consumption in MCP responses while maintaining value.

standardbeagle
standardbeagle
data-ai
open
llm-ai
1

claude-sdk-expert

Build autonomous AI agents using Claude Agent SDK with computer use, tool calling, MCP integration, and production best practices

frankxai
frankxai
data-ai
open
llm-ai
1

install-skill

Install agent skills from various sources including local paths, GitHub URLs, or the dot-agents repository. Use when adding new skills to a project or user environment.

tnez
tnez
data-ai
open
llm-ai
1

agents-md-improver

Keeps repo-local agent instructions consistent by proposing updates to AGENTS.md when a user corrects the coding agent or asks to change AGENTS.md, CLAUDE.md, .claude/CLAUDE.md, or GEMINI.md.

ericmjl
ericmjl
data-ai
open
llm-ai
1

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).

akornmeier
akornmeier
data-ai
open
llm-ai
1

claude-sdk-expert

Build autonomous AI agents using Claude Agent SDK with computer use, tool calling, MCP integration, and production best practices

frankxai
frankxai
data-ai
open
llm-ai
1

openai-agentkit-expert

Build production-ready multi-agent systems using OpenAI AgentKit and Agents SDK with best practices for agent orchestration, handoffs, and routines

frankxai
frankxai
data-ai
open
llm-ai
1

using-superpowers

Use when starting any conversation - establishes mandatory workflows for finding and using skills, including using Skill tool before announcing usage, following brainstorming before coding, and creating TodoWrite todos for checklists

RawToast
RawToast
data-ai
open
llm-ai
1

image

Generate and edit images using AI models via OpenRouter. Supports Nano Banana Pro (Gemini 3 Pro Image), FLUX, and other image generation models.

flight505
flight505
data-ai
open
llm-ai
1

evaluating-rag

Evaluate RAG systems with hit rate, MRR, faithfulness metrics and compare retrieval strategies. Use when testing retrieval quality, generating evaluation datasets, comparing embeddings or retrievers, A/B testing, or measuring production RAG performance.

tkhongsap
tkhongsap
data-ai
open
llm-ai
1

onboard

Load CLAUDE.md context files from vault for comprehensive understanding. Discovers recent notes, vault structure, and current state. Use at start of session or when Claude needs full vault context.

leonardocouy
leonardocouy
data-ai
open
llm-ai
1

headless-mode

Guide for using Claude Code programmatically via CLI flags and SDKs. Use for automation, CI/CD pipelines, scripting, and building tools on top of Claude Code. Covers --print mode, output formats, session management, and SDK integration.

hgeldenhuys
hgeldenhuys
data-ai
open
llm-ai
1

agent-design

AI agent design and tool-use prompting patterns

pluginagentmarketplace
pluginagentmarketplace
data-ai
open
llm-ai
1

layer-08-datastore

Expert knowledge for Datastore Layer modeling in Documentation Robotics

tinkermonkey
tinkermonkey
data-ai
open
llm-ai
1

ros2-code-example-writer

Generate working Python/rclpy code examples for Physical AI & Humanoid Robotics textbook with tier-specific variants (Simulation/Jetson/Robot).

uneezaismail
uneezaismail
data-ai
open
llm-ai
1

orchestrate

Orchestrate multiple AI agents across Vers VMs for parallel task execution

hdresearch
hdresearch
data-ai
open
llm-ai
1

ros2-standards

Authoritative guidelines for writing production-grade ROS 2 (Humble) Python 3.11+ code (leveraging 3.12+ features where compatible) for Physical AI applications.

uneezaismail
uneezaismail
data-ai
open
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