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LLM & AI

Large Language Models and AI agents.

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llm-ai
2

ha-entity-architecture

Layered Home Assistant custom entity architecture—CoordinatorEntity bases, platform/category bases, registry-only platform files, translation-backed naming, stable IDs, and options reload wiring.

plebann
plebann
data-ai
open
llm-ai
2

improving-prompts

Use when optimizing CLAUDE.md, AGENTS.md, custom commands, or skill files for Claude 4.5 models - applies documented Anthropic best practices systematically instead of inventing improvements

joshuadavidthomas
joshuadavidthomas
data-ai
open
llm-ai
2

context-aware-delegation

Understand agent context isolation and write effective prompts for spawned agents. Use when orchestrating multi-agent workflows to ensure subagents receive complete, self-contained context.

Euda1mon1a
Euda1mon1a
data-ai
open
llm-ai
2

integration-test

Full SDK integration test that runs actual queries through the Claude SDK sandbox. Use after making changes to SDK client code, session management, skill loading, network proxy, voice/TTS, or image generation. Runs real prompts through the SDK to verify the complete path works.

avivsinai
avivsinai
data-ai
open
llm-aimarketplace
2

limacharlie-call

**REQUIRED for ALL LimaCharlie operations** - list orgs, sensors, rules, detections, queries, and 179 functions. NEVER call LimaCharlie MCP tools directly. Use cases: 'what orgs do I have', 'list sensors', 'search IOCs', 'run LCQL query', 'create detection rule'. This skill loads function docs and delegates to sub-agent.

refractionPOINT
refractionPOINT
data-ai
open
llm-ai
2

dispatching-parallel-agents

Use when facing 3+ independent failures that can be investigated without shared state or dependencies - dispatches multiple Claude agents to investigate and fix independent problems concurrently

mkaczkowski
mkaczkowski
data-ai
open
llm-ai
2

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).

AizenvoltPrime
AizenvoltPrime
data-ai
open
llm-ai
2

model-deployment

LLM deployment strategies including vLLM, TGI, and cloud inference endpoints.

pluginagentmarketplace
pluginagentmarketplace
data-ai
open
llm-ai
2

orchestrator

Claude as intelligent orchestrator for multi-agent workflows. Coordinates specialized agents (Gemini, local models, tools) using Shell-As-Bus pattern with capability-based delegation.

3x-Projetos
3x-Projetos
data-ai
open
llm-ai
2

opencode-cli

This skill should be used when configuring or using the OpenCode CLI for headless LLM automation. Use when the user asks to "configure opencode", "use opencode cli", "set up opencode", "opencode run command", "opencode model selection", "opencode providers", "opencode vertex ai", "opencode mcp servers", "opencode ollama", "opencode local models", "opencode deepseek", "opencode kimi", "opencode mistral", "fallback cli tool", or "headless llm cli". Covers command syntax, provider configuration, Vertex AI setup, MCP servers, local models, cloud providers, and subprocess integration patterns.

SpillwaveSolutions
SpillwaveSolutions
data-ai
open
llm-ai
2

agent-review

Review aviation agent code changes for architecture compliance. Use when reviewing changes to shared/aviation_agent/, web/server/api/aviation_agent_chat.py, or configs/aviation_agent/. Verifies UI payload stability, tool name consistency, state management patterns, and LangGraph best practices.

roznet
roznet
data-ai
open
llm-ai
2

oracle-agent-spec-expert

Design framework-agnostic AI agents using Oracle's Open Agent Specification for portable, interoperable agentic systems with JSON/YAML definitions

frankxai
frankxai
data-ai
open
llm-ai
2

claude-allow-stop

Return to normal stop behavior. Use PROACTIVELY after completing all tasks in continuous work mode, when work is committed and tests pass, or when reaching natural stopping point. User can invoke with /claude-allow-stop.

ManuelKugelmann
ManuelKugelmann
data-ai
open
llm-ai
2

hive-mind-advanced

Advanced Hive Mind collective intelligence system for queen-led multi-agent coordination with consensus mechanisms and persistent memory

bjpl
bjpl
data-ai
open
llm-ai
2

agent-frameworks

AI agent development with LangChain, CrewAI, AutoGen, and tool integration patterns.

pluginagentmarketplace
pluginagentmarketplace
data-ai
open
llm-ai
2

agent-discovery-protocol

Protocol for discovering and coordinating with other AI agents in a federated communication channel

whodaniel
whodaniel
data-ai
open
llm-ai
2

phase-protocol

Phase execution protocol to prevent context drift during long development sessions. MUST be read at the start of each phase and referenced in the last TODO of each phase. This ensures AI maintains context across phases.

HankLiu447
HankLiu447
data-ai
open
llm-ai
2

text-to-speech

Converts text to speech audio using OpenAI TTS API. Use when users request audio versions of text or want responses read aloud.

avivsinai
avivsinai
data-ai
open
llm-ai
2

github-prior-art-research

When asked implementation questions or tool selection questions like "how do I implement", "what's the best way to", "how should I", "which library", "what tool should I use", or "how might we", search GitHub for prior art, code examples, and proven approaches before proposing solutions

TrevorS
TrevorS
data-ai
open
llm-ai
2

skill-creator

효과적인 스킬 생성 가이드. 사용자가 Claude의 기능을 전문 지식, 워크플로우, 도구 통합으로 확장하는 새 스킬을 만들거나 기존 스킬을 업데이트하려 할 때 사용한다.

jo-minjun
jo-minjun
data-ai
open
llm-ai
2

system2-attention

System 2 attention mechanisms for deliberate, slow reasoning in transformer

plurigrid
plurigrid
data-ai
open
llm-ai
2

exo-distributed

Distributed LLM inference across Apple Silicon clusters with exo. Run models across Mac Studios via Thunderbolt RDMA, auto peer discovery, and MLX sharding. Use for multi-device inference, model parallelism, or building LLM clusters.

plurigrid
plurigrid
data-ai
open
llm-ai
2

greet-skill

This skill should be used when the user says "hello", "hi", or "greet me".

sjnims
sjnims
data-ai
open
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