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LLM & AI

Large Language Models and AI agents.

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llm-ai

research

Deep research via Gemini CLI — runs in background sub-agent so you don't burn your Claude tokens.

clawdbot

data-ai

open

llm-ai

topic-modeler

Extract topics from text collections using LDA (Latent Dirichlet Allocation) with keyword extraction and topic visualization.

dkyazzentwatwa

data-ai

open

llm-ai

mcp-builder

Guide for building MCP (Model Context Protocol) servers that integrate external APIs/services with LLMs. Covers Python (FastMCP) and TypeScript (MCP SDK) implementations.

dkyazzentwatwa

data-ai

open

llm-ai

async-feedback-loop

Enables mid-stream course correction by monitoring a FEEDBACK.md file for user interventions. Allows the agent to incorporate new instructions without restarting the task.

Sounder25

data-ai

open

llm-ai

agent-swarm-spawner

Prepares isolated sub-workspaces for parallel agent execution. Copies context and generates specific mission instructions for "Worker" agents.

Sounder25

data-ai

open

llm-ai

Gong API for searching calls, transcripts, and conversation intelligence. Use when working with Gong call recordings, sales conversations, transcripts, meeting data, or conversation analytics. Supports listing calls, fetching transcripts, user management, and activity stats.

clawdbot

data-ai

open

llm-ai

generating-tts

Generate and play multilingual text-to-speech audio using mlx-audio with Kokoro model. Use when user asks to hear pronunciation, speak text aloud, or wants audio for language learning. Supports 9 languages (English, Spanish, French, Italian, Portuguese, Hindi, Japanese, Chinese) and 11 voices with speed control.

WarrenZhu050413

data-ai

open

llm-ai

template-skill

Replace with description of the skill and when Claude should use it.

Interstellar-code

data-ai

open

llm-ai

ui-skills

Opinionated constraints for building better interfaces with agents.

lunchpaillola

data-ai

open

llm-ai

impasse-detector

Detects when the agent is stuck in a reasoning loop or unproductive state by analyzing tool usage and sentiment patterns.

Sounder25

data-ai

open

llm-ai

mcp-builder

MCP（Model Context Protocol）服务器开发指南。当用户需要开发 MCP 服务器、创建 LLM 工具集成、或构建 AI 代理与外部服务交互的接口时使用。

ChuDiRen

data-ai

open

llm-ai

comfy-cli

Install, manage, and run ComfyUI instances. Use when setting up ComfyUI, launching servers, installing/updating/debugging custom nodes, downloading models from CivitAI/HuggingFace, managing workspaces, running API workflows, or troubleshooting node conflicts with bisect.

clawdbot

data-ai

open

llm-ai

claude-md-creator

Use when creating CLAUDE.md files, updating existing CLAUDE.md, validating CLAUDE.md structure, or auto-fixing CLAUDE.md issues. Load for setting up project instructions, global guidelines, local overrides, or modular rules. Handles global (~/.claude/CLAUDE.md), project (.claude/CLAUDE.md), local (CLAUDE.local.md), and rules (.claude/rules/*.md) with smart project detection and template generation.

ingpoc

data-ai

open

llm-ai

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).

georgekhananaev

data-ai

open

llm-ai

building-mcp

WarrenZhu050413

data-ai

open

llm-ai

clarify

Targeted interview for execution-time clarification. Use when you hit an ambiguity or decision point during implementation that needs user input before proceeding.

bendrucker

data-ai

open

llm-ai

memory

Unified four-tier memory system for AI agents. Tier 1 Semantic (Serena+Forgetful search), Tier 2 Episodic (session replay), Tier 3 Causal (decision patterns). Enables memory-first architecture per ADR-007.

rjmurillo

data-ai

open

llm-ai

project-memory

Persist and recall project-specific context across sessions. Store architectural decisions, patterns, solutions, and learnings. Automatically recall relevant context when facing similar problems.

BerryKuipers

data-ai

open

llm-ai

transport-investigation-acas-aligned-pack

Generates ACAS-aligned investigation invite wording, neutral question sets, and evidence logs. USE WHEN starting a driver incident investigation/interview.

clawdbot

data-ai

open

llm-ai

context-graph

Use when storing decision traces, querying past precedents, or implementing learning loops. Load in COMPLETE state or when needing to learn from history. Covers semantic search with Voyage AI embeddings, ChromaDB for cross-platform vector storage, and pattern extraction from history.

ingpoc

data-ai

open

llm-ai

two-agent-harness

This skill sets up a complete two-agent development system based on the "Effective Harnesses for Long-Running Agents" research. It creates initializer-agent (for project planning) and coding-agent (for incremental implementation), along with enforcement hooks and progress tracking infrastructure. Use when users ask to "set up two-agent system", "install agent harness", "configure Opus delegation", or want to implement the two-agent architecture pattern.

ingpoc

data-ai

open

llm-ai

parakeet-mlx

Local speech-to-text with Parakeet MLX (ASR) for Apple Silicon (no API key).

clawdbot

data-ai

open

llm-ai

novel-truncator

Intelligently truncate text while preserving content integrity. Suitable for novel text preprocessing, ensuring text does not exceed specified length limits

VanGongwanxiaowan

data-ai

open

llm-ai

telegram-bot-development

Автоматизация создания Telegram bot команд и handlers

ikeniborn

data-ai

open

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