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LLM & AI

Large Language Models and AI agents.

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llm-ai
5

ruleset-optimization

Guidelines for optimizing Claude rulesets and instruction files (CLAUDE.md, settings.json) using context efficiency principles. Includes strategies for skill extraction, progressive disclosure, token savings calculation, and deduplication. Manually invoke when optimizing rulesets, reducing context size, extracting content to skills, or improving ruleset organization.

ilude
ilude
data-ai
open
llm-ai
5

prompt-compressor

Compress verbose prompts & context before LLM processing. This skill should be used when input exceeds 1500 tokens, contains redundant phrasing, or includes unnecessary context. Reduces tokens by 40-60%.

georgekhananaev
georgekhananaev
data-ai
open
llm-ai
5

prompting

GPT-5 prompting best practices for creating AI agent prompts in OpenPromo codebase when using ai sdk or agents, or in general writing llm prompts.

promobase
promobase
data-ai
open
llm-ai
5

toon

Token-Oriented Object Notation (TOON) format for LLM-optimized data encoding. Converts JSON to compact, human-readable format that minimizes tokens (~40% reduction) while improving LLM comprehension accuracy.

georgekhananaev
georgekhananaev
data-ai
open
llm-ai
5

qmd

Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.

clawdbot
clawdbot
data-ai
open
llm-ai
5

conversation

Bidirectional voice conversation with Push-to-Talk. Use when user says: 'conversation mode', 'let's talk', 'parlons', 'voice conversation', 'dialogue vocal', 'PTT mode', or wants to speak WITH Claude (not just listen). For one-way TTS (Claude speaks, user types), use /speak instead.

alamparelli
alamparelli
data-ai
open
llm-ai
5

research

Start a research project with intelligent agent orchestration

poemswe
poemswe
data-ai
open
llm-ai
5

memories

Save and retrieve memories or embeddings via the repo helpers or API. Use when working with embedding config or memory storage.

proompteng
proompteng
data-ai
open
llm-ai
5

platform-integration-workflow

Guide for adding new AI platform support (e.g., Gemini, Mistral, Anthropic) to the Chrome extension with strategy pattern and testing requirements

spartDev
spartDev
data-ai
open
llm-ai
5

skill-writer

Use this skill to design, document, and structure AI agent skills for Gemini, Claude, and Codex. It provides architectural rules, directory standards, and writing best practices.

metalagman
metalagman
data-ai
open
llm-ai
5

llm-evaluation

自動メトリクス、人間によるフィードバック、およびベンチマークを使用して、LLMアプリケーションの包括的な評価戦略を実装します。LLMのパフォーマンスをテストし、AIアプリケーションの品質を測定し、または評価フレームワークを確立する場合に使用します。

amurata
amurata
data-ai
open
llm-ai
5

skills-registry

Dynamic skill discovery and matching for any task context. Invoke when: - Starting any task to discover relevant skills - Need to find specialized skills for current context - Agent/command needs skill recommendations Trigger phrases: "match skills", "find skills", "what skills for", "recommend skills", "which capabilities", "skill lookup", "applicable skills" Examples: - "Match skills for TDD cycle with zod validation" → outputs backend-zod, backend-vitest - "What skills for React landing page?" → outputs frontend-master, frontend-aceternity

petbrains
petbrains
data-ai
open
llm-ai
5

slash-command

Create and edit Claude Code slash commands. Use when the user wants to create a new slash command, add a custom command, or modify an existing command in .claude/commands/.

austinpray
austinpray
data-ai
open
llm-ai
5

foundational-principles

基础原则 - AI 助手的核心思维原则和指令框架概述。包含系统思维、辩证思维、创新思维和批判思维四大核心原则。

cuipengfei
cuipengfei
data-ai
open
llm-ai
5

openai-tts

Text-to-speech via OpenAI Audio Speech API.

clawdbot
clawdbot
data-ai
open
llm-ai
5

cursor-agents-md

Guide for creating effective AGENTS.md files for Cursor. Use when (1) Creating new AGENTS.md files in project root, (2) Improving existing agent instructions, (3) Setting up project-specific coding guidelines, (4) Defining code style and architecture rules, (5) Writing simple agent instruction files as alternative to .cursor/rules, or any task related to Cursor AGENTS.md configuration.

trotsky1997
trotsky1997
data-ai
open
llm-ai
5

debate-orchestrator

Orchestrates formal debates with proposition and opposition sides, coordinating debaters and judges through structured exchanges. Use when running debate exchanges, managing debate rounds, or continuing interrupted debates.

urav06
urav06
data-ai
open
llm-ai
5

qwen-ollama

Using Qwen 2.5 models via Ollama for local LLM inference, text analysis, and AI-powered automation

lawless-m
lawless-m
data-ai
open
llm-ai
5

skill-creator

Create effective skills. Use when creating or updating skills.

n4vysh
n4vysh
data-ai
open
llm-ai
5

caveman

Compress and simplify prompts to preserve meaning while reducing use of context

jwiegley
jwiegley
data-ai
open
llm-ai
4

elevator-pitch-techniques

Provides elevator pitch and verbal brand communication frameworks including Donald Miller's StoryBrand (SB7), Nancy Duarte's Sparkline, Chris Westfall's CLARITY, Andy Raskin's Strategic Narrative, Simon Sinek's Golden Circle, and time-based pitch structures (10s, 30s, 60s). Auto-activates during elevator pitch creation, one-liner development, brand pitch refinement, and verbal communication work. Use when discussing elevator pitches, one-liners, brand intros, verbal pitches, pitch coaching, spoken brand messages, or pitch variations.

mike-coulbourn
mike-coulbourn
data-ai
open
llm-ai
4

platform-optimization

Platform-specific optimization for TikTok, Instagram Reels, and YouTube sponsored content. Includes 2025 algorithm updates, optimal lengths, and platform-native best practices. Auto-activates when discussing TikTok scripts, Reels content, YouTube sponsorships, platform optimization, or cross-platform repurposing. Use when writing platform-specific content or adapting scripts across platforms.

mike-coulbourn
mike-coulbourn
data-ai
open
llm-ai
4

conversion-psychology

Psychology of conversion for sponsored content. Includes emotional triggers, social proof, scarcity, urgency, and persuasion principles for video marketing. Auto-activates when discussing conversions, emotional triggers, social proof, urgency, scarcity, persuasion, or why people buy. Use when optimizing scripts for conversion or understanding buyer psychology.

mike-coulbourn
mike-coulbourn
data-ai
open
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