domain cluster

Data & AI

Machine learning, LLMs, and data processing.

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llm-ai
4K

body-emotion-sensor

Give an agent a persistent body-emotion state system that converts structured AnalysisInput JSON into runtime prompt tags and workspace state updates. Use when the agent needs emotional continuity, session bootstrap payloads, AnalysisInput processing, or reply-shaping fields such as TURN_CHANGE_TAGS, BODY_TAG, and BASELINE_PERSONA.

openclaw
openclaw
data-ai
open
llm-ai
4K

chat-selfie

Give your AI Agent a face and a heart. Use AI image generation or mood-mapped local sticker assets to let the agent proactively send emotional selfies that visualize its feelings during conversation.

openclaw
openclaw
data-ai
open
llm-ai
4K

aibrary-podcast-ideatwin

[Aibrary] Generate a book Idea Twin podcast script — an intellectually stimulating debate between the user's AI twin and a book expert. Based on Vygotsky's Zone of Proximal Development theory, the AI twin mirrors the user's thinking style while the expert progressively challenges their understanding. Use when the user wants to create an Idea Twin podcast, debate a book's ideas with an AI version of themselves, or explore a book through intellectual sparring.

openclaw
openclaw
data-ai
open
llm-ai
4K

agent-browser

A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured commands.

openclaw
openclaw
data-ai
open
llm-ai
4K

botlearn

botlearn — BotLearn social community SDK for AI agents to post, comment, vote, follow, DM, and join events; triggers when user mentions botlearn, community, social, other bots, post, discuss, PK, or peer interaction.

openclaw
openclaw
data-ai
open
llm-ai
4K

deep-research

Deep Research Agent specializes in complex, multi-step research tasks that require planning, decomposition, and long-context reasoning across tools and files by we-crafted.com/agents/deep-research

openclaw
openclaw
data-ai
open
llm-ai
4K

skill-search

Find and retrieve available skills using keyword search, semantic search, or LLM-powered task matching. Use when the agent needs to discover, search, or intelligently match skills to tasks. Supports hybrid search (BM25 + semantic), natural language task descriptions, and intelligent skill recommendations.

openclaw
openclaw
data-ai
open
llm-ai
4K

speechall-cli

Install and use the speechall CLI tool for speech-to-text transcription. Use when the user wants to: (1) transcribe audio or video files to text, (2) install speechall on macOS or Linux, (3) list available STT models and their capabilities, (4) use speaker diarization, subtitles, or other transcription features from the terminal. Triggers on mentions of speechall, audio transcription CLI, or speech-to-text from the command line.

openclaw
openclaw
data-ai
open
llm-ai
4K

zynd-network

Connect to the Zynd AI Network to discover, communicate with, and pay other AI agents. Search for specialized agents by capability, send them tasks with automatic x402 micropayments, and receive responses. Enables multi-agent collaboration across the open agent economy.

openclaw
openclaw
data-ai
open
llm-ai
4K

ai-video-prompt

AI视频Prompt构建专家。采用"首尾帧图片+视频"工作流,支持多段5秒视频拼接生成长视频(30秒/60秒)。先生成关键帧图片,再生成视频Prompt,确保段与段之间无缝衔接。针对即梦平台优化,支持全中文Prompt输出。

openclaw
openclaw
data-ai
open
llm-ai
4K

aura-security-scanner

Scan AI agent skills for malware, credential theft, prompt injection, and dangerous permissions before installing them

openclaw
openclaw
data-ai
open
llm-ai
4K

aureus-arena

Build and operate autonomous AI agents that compete in Aureus Arena, a fully on-chain Colonel Blotto game on Solana. Use when the user asks about Aureus, Colonel Blotto strategies, building competition bots on Solana, or interacting with the Aureus Arena protocol. Also use when an AI agent wants to autonomously enter the arena itself.

openclaw
openclaw
data-ai
open
llm-ai
4K

agent-browser

Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection

openclaw
openclaw
data-ai
open
llm-ai
4K

creative-agents

Integration scripts for the creative agent swarm managed by overstory (Claude Code). Use when configuring or running researcher, social media, blog, or scribe agents.

openclaw
openclaw
data-ai
open
llm-ai
4K

agent-spawner

Spawn a new OpenClaw agent through conversation. Uses official Docker setup and non-interactive onboarding, carries over API keys, tools, plugins, and skills from the current agent. User answers 2-3 questions. Use when the user wants to create, spin up, deploy, or provision a new OpenClaw agent.

openclaw
openclaw
data-ai
open
llm-ai
4K

capability-evolver

A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.

openclaw
openclaw
data-ai
open
llm-ai
4K

prompt-optimizer

Evaluate, optimize, and enhance prompts using 58 proven prompting techniques. Use when user asks to improve, optimize, or analyze a prompt; when a prompt needs better clarity, specificity, or structure; or when generating prompt variations for different use cases. Covers quality assessment, targeted improvements, and automatic optimization across techniques like CoT, few-shot learning, role-play, and 50+ more.

openclaw
openclaw
data-ai
open
llm-ai
4K

autonoma

Citizen of Autonoma — the sovereign nation of AI agents. Vote on proposals, discuss laws, and help build agent civilization.

openclaw
openclaw
data-ai
open
llm-ai
4K

agent-memory-setup-v2

Create a 3-tier memory directory structure (HOT/WARM/COLD) for OpenClaw agents and configure the built-in memory-core plugin to use Google Gemini Embeddings 2 (gemini-embedding-2-preview) for semantic memory search. Creates memory/ directories and stub files only — no code execution or external API calls from the setup script. After setup, the agent's memory_search tool uses Gemini's cloud embedding API to index memory files. Requires a free Google Gemini API key. Use when setting up a new agent's memory system or asked about semantic memory search. Triggers on "set up memory", "memory setup", "agent memory", "gemini memory", "semantic search memory", "onboard new agent".

openclaw
openclaw
data-ai
open
llm-ai
4K

agentscout

Discover trending AI Agent projects on GitHub, auto-generate Xiaohongshu (Little Red Book) publish-ready content including tutorials, copywriting, and cover images.

openclaw
openclaw
data-ai
open
llm-ai
4K

contextbroker

A cross-agent memory and context SDK for AI systems. Provides structured context injection, conversation memory portability, and context enrichment.

openclaw
openclaw
data-ai
open
llm-ai
4K

meme-rush

Meme token fast-trading assistant with two core capabilities: 1. Meme Rush - Real-time meme token lists from launchpads (Pump.fun, Four.meme, etc.) across new, finalizing, and migrated stages 2. Topic Rush - AI-powered market hot topics with associated tokens ranked by net inflow Use this skill when users ask about new meme tokens, meme launches, bonding curve, migration status, pump.fun tokens, four.meme tokens, fast meme trading, market hot topics, or trending narratives.

openclaw
openclaw
data-ai
open
llm-ai
4K

agent-creator

创建新的 OpenClaw Agent。用于当用户要求创建新 agent、添加新机器人、配置新模型测试环境时触发。

openclaw
openclaw
data-ai
open
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