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LLM & AI

Large Language Models and AI agents.

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llm-ai
90

ai-runtime-memory

AI Runtime分层记忆系统,支持SQL风格的事件查询、时间线管理,以及记忆的智能固化和检索,用于项目历史追踪和经验传承

aiskillstore
aiskillstore
data-ai
open
llm-ai
90

tool-presets

Standardized tool set definitions for Claude Code agents ensuring consistent tool access across similar agent types

aiskillstore
aiskillstore
data-ai
open
llm-ai
90

descriptive-action

Use when the user asks to describe, summarize, analyze, compare, explain, or report on something (text, data, events, systems) without asking for recommendations or next steps.

aiskillstore
aiskillstore
data-ai
open
llm-ai
90

voice-system-expert

Use when working with Quetrex's voice interface, OpenAI Realtime API, WebRTC, or echo cancellation. Knows Quetrex's specific voice architecture decisions and patterns. CRITICAL - prevents breaking working voice system.

aiskillstore
aiskillstore
data-ai
open
llm-ai
90

create-skill

Guide for creating new Agent Skills. Use this skill when you need to create a new skill.

aiskillstore
aiskillstore
data-ai
open
llm-ai
90

evaluation

Build evaluation frameworks for agent systems. Use when testing agent performance, validating context engineering choices, or measuring improvements over time.

aiskillstore
aiskillstore
data-ai
open
llm-ai
90

building-chat-interfaces

Build AI chat interfaces with custom backends, authentication, and context injection. Use when integrating chat UI with AI agents, adding auth to chat, injecting user/page context, or implementing httpOnly cookie proxies. Covers ChatKitServer, useChatKit, and MCP auth patterns. NOT when building simple chatbots without persistence or custom agent integration.

aiskillstore
aiskillstore
data-ai
open
llm-ai
90

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.

aiskillstore
aiskillstore
data-ai
open
llm-ai
90

mcp-builder

Guide for creating MCP (Model Context Protocol) servers. Use this when building integrations with external services, creating new MCP servers, or connecting Claude to APIs.

aiskillstore
aiskillstore
data-ai
open
llm-ai
90

voice-agent-expert

This skill is a practical, 'use-it-while-debugging' reference for getting a LiveKit + Letta voice agent working reliably.

aiskillstore
aiskillstore
data-ai
open
llm-ai
90

code-review

Automated PR code review with multi-agent analysis

aiskillstore
aiskillstore
data-ai
open
llm-ai
90

context7-integration

Use when integrating Context7 (knowledge/context store) for document ingestion, semantic search, or scoped context retrieval. Triggers for: uploading documents, searching knowledge base, filtering by role/tenant, or providing AI with document-grounded context. NOT for: general database queries, file storage without context semantics, or non-document content.

aiskillstore
aiskillstore
data-ai
open
llm-ai
90

skills-factory

Meta-skill for creating production-ready Claude Code skills using evaluation-driven development, progressive disclosure patterns, comprehensive validation, and two-Claude iterative methodology

aiskillstore
aiskillstore
data-ai
open
llm-ai
90

rlm

Run a Recursive Language Model-style loop for long-context tasks. Uses a persistent local Python REPL and an rlm-subcall subagent as the sub-LLM (llm_query).

brainqub3
brainqub3
data-ai
open
llm-ai
90

memory-management

Context tracking and decision logging patterns for intentional memory management in Claude Code Waypoint Plugin. Use when you need to remember user preferences, track decisions, capture context across sessions, learn from corrections, or maintain project-specific knowledge. Covers when to persist context, how to track decisions, context boundaries, storage mechanisms, and memory refresh strategies.

aiskillstore
aiskillstore
data-ai
open
llm-ai
90

analyzing-patterns

Automatically activated when user asks to "find patterns in...", "identify repeated code...", "analyze the architecture...", "what design patterns are used...", or needs to understand code organization, recurring structures, or architectural decisions

aiskillstore
aiskillstore
data-ai
open
llm-ai
90

prompting

Prompt engineering standards and context engineering principles for AI agents based on Anthropic best practices. Covers clarity, structure, progressive discovery, and optimization for signal-to-noise ratio.

aiskillstore
aiskillstore
data-ai
open
llm-ai
90

crawl4ai

This skill should be used when users need to scrape websites, extract structured data, handle JavaScript-heavy pages, crawl multiple URLs, or build automated web data pipelines. Includes optimized extraction patterns with schema generation for efficient, LLM-free extraction.

aiskillstore
aiskillstore
data-ai
open
llm-ai
90

mcp-builder

Comprehensive guide for building Model Context Protocol (MCP) servers with support for tools, resources, prompts, and authentication. Use when: (1) Creating custom MCP servers, (2) Integrating external APIs with Claude, (3) Building tool servers for specialized domains, (4) Creating resource providers for documentation, (5) Implementing authentication and security

aiskillstore
aiskillstore
data-ai
open
llm-ai
90

ai-partner-chat

基于用户画像和向量化笔记提供个性化对话。当用户需要个性化交流、上下文感知的回应,或希望 AI 记住并引用其之前的想法和笔记时使用。

aiskillstore
aiskillstore
data-ai
open
llm-ai
90

creating-skills

Guides creation of effective Agent Skills with proper structure and validation. Use when users want to create a new skill, update an existing skill, or need guidance on skill design patterns, SKILL.md format, or verify.py implementation. NOT when just using existing skills (use those skills directly).

aiskillstore
aiskillstore
data-ai
open
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