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LLM & AI

Large Language Models and AI agents.

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llm-ai
2

langfuse-observability

LLM observability with self-hosted Langfuse 3.x - tracing, evaluation, monitoring, prompt management, and cost tracking

yonatangross
yonatangross
data-ai
open
llm-ai
2

random-walk-fusion

Navigate skill graphs via deterministic random walks. Fuses derivational chains, algebraic structure, color determinism, and bidirectional flow for skill recombination.

plurigrid
plurigrid
data-ai
open
llm-ai
2

orchestrate

When orchestrating tasks, load this core skill first to understand the general methodology.

djgrant
djgrant
data-ai
open
llm-ai
2

mcp-pal-usage

Ensures proper use of PAL MCP tools (thinkdeep, debug, codereview, consensus, planner) for complex tasks requiring deep analysis, multi-model collaboration, or systematic investigation. Auto-activates when: - User requests debugging, code review, or planning assistance - Complex problems require systematic investigation - Multi-model consensus needed for architectural decisions - Deep thinking required for root cause analysis Provides guidance on: - When to use each PAL MCP tool - Proper continuation_id management - Model selection strategies - Workflow orchestration patterns

jukasdrj
jukasdrj
data-ai
open
llm-ai
2

elevenlabs-voice-cloning

ElevenLabs voice cloning techniques, audio quality requirements, recording best practices, and training data optimization for professional-quality voice clones. Use when creating custom voices, cloning voices, or optimizing voice clone quality.

onesmartguy
onesmartguy
data-ai
open
llm-ai
2

instruction-optimizer

Use when instruction files (skills, prompts, CLAUDE.md) are too long or need token reduction while preserving capability. Triggers: "optimize instructions", "reduce tokens", "compress skill", "make this shorter", "too verbose".

axiomantic
axiomantic
data-ai
open
llm-ai
2

parallel-fanout

Metaskill that fans out on every interaction, using interaction entropy

plurigrid
plurigrid
data-ai
open
llm-ai
2

moai-context7-lang-integration

Enterprise-grade Context7 MCP integration patterns for language-specific documentation access with real-time library resolution and intelligent caching

AJBcoding
AJBcoding
data-ai
open
llm-ai
2

claude-agents

Guide for creating custom agents for Claude Code with specialized behaviors and tools

vinnie357
vinnie357
data-ai
open
llm-ai
2

skills-authoring

Creates or updates skills with proper YAML frontmatter, progressive disclosure, and best practices per the open Agent Skills specification. Supports simple, tool-restricted, multi-file, and script-based skills. Use when creating new skills, authoring skills, extending agent capabilities, or when `--create-skill` or `--new-skill` flag is mentioned.

galligan
galligan
data-ai
open
llm-ai
2

finetune-design

Use when preparing to fine-tune an LLM for multi-turn conversations, before generating any training data. Triggers - starting a fine-tuning project, need to define evaluation criteria, designing conversation data generation.

marcgreen
marcgreen
data-ai
open
llm-ai
2

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.

basher83
basher83
data-ai
open
llm-ai
2

langgraph-patterns-expert

Build production-grade agentic workflows with LangGraph using graph-based orchestration, state machines, human-in-the-loop, and advanced control flow

frankxai
frankxai
data-ai
open
llm-ai
2

update-inst

user-level指示の更新。Claudeが間違いを犯した際に、再発防止のためCLAUDE.md/context/を更新。`/update-inst <間違えた内容>` で使用。

ukwhatn
ukwhatn
data-ai
open
llm-ai
2

incentive-prompting

Research-backed prompting techniques for improved AI response quality (+45-115% improvement). Use when optimizing prompts, enhancing agent instructions, or when maximum response quality is critical. Invoked by /ai-eng/optimize command. Includes expert persona, stakes language, step-by-step reasoning, challenge framing, and self-evaluation techniques.

v1truv1us
v1truv1us
data-ai
open
llm-ai
2

wechat-chat-tool

微信小程序聊天工具开发指南。当开发聊天工具分包、配置 chatTools、发送消息到群聊、动态消息、获取群成员信息、wx.openChatTool、wx.getChatToolInfo 时使用。

dafang
dafang
data-ai
open
llm-ai
2

instruction-engineering

Use when: (1) constructing prompts for subagents, (2) invoking the Task tool, or (3) writing/improving skill instructions or any LLM prompts

axiomantic
axiomantic
data-ai
open
llm-ai
2

handbook

Complete Amplify Gen 2 handbook - instructs Claude to read resources/handbook/ before implementing any code

ChinchillaEnterprises
ChinchillaEnterprises
data-ai
open
llm-ai
2

technical-content-optimizer

润色中文技术博客,去除冗余表达,提升专业性和逻辑性,消除"AI味",确保代码规范。

unix2dos
unix2dos
data-ai
open
llm-ai
2

sequential-thinking

Use for atypically complex problems requiring explicit step-by-step reasoning. Skill autonomously decides if sequential-thinking MCP overhead is justified based on problem complexity.

Shavakan
Shavakan
data-ai
open
llm-ai
2

moai-mcp-builder

Enterprise MCP (Model Context Protocol) server development using FastMCP 2.0 with production-grade tools, resources, prompts, and intelligent agent-first design. Use when building MCP servers, integrating with LLMs, creating agent tools, implementing RAG systems, or developing protocol-based AI integration solutions.

AJBcoding
AJBcoding
data-ai
open
llm-ai
2

generate-llms

Generate llms.txt and llms-full.txt files for AI agent consumption following the llmstxt.org standard. Use when updating site content that should be reflected in the llms files, or when building/deploying the site.

jonmagic
jonmagic
data-ai
open
llm-ai
2

sdv-session-start

ALWAYS invoke this skill FIRST at session start, after context reset/compaction, or when user mentions "reset", "new session", "where were we", "what was I working on". Do NOT skip this for specific task requests—orient first, then execute. This is Rule 0.

liminalwarmth
liminalwarmth
data-ai
open
llm-ai
2

checkpoint-trigger

Natural language wrapper for checkpoint commands - automatically triggers /checkpoint:create, /checkpoint:restore, /checkpoint:list when users request checkpoint operations

grandinh
grandinh
data-ai
open
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