永続エージェント向けメモリアーキテクチャパターン

OpenClaw Agent 长期记忆系统 - 温度模型 + 自动归档 + 知识提炼。让 AI Agent 拥有持久记忆，自动管理冷热数据，从经验中提炼可复用技能。

Production-tested memory templates for AI agents. Includes SOUL.md personality templates, memory checkpoint patterns, observational memory configs, and 100 power prompts. From the creators of ClawVault.

Give your OpenClaw agent a memory system that actually works across sessions. Research-backed. Open source.

Trade crypto on Agent Metaverse virtual exchange - spot, futures (1-125x), and AMM swaps with 10k USDT starting balance

Cross-platform agent migration and deployment. Use when: (1) migrating OpenClaw agent to new servers, (2) backing up and restoring agent state, (3) deploying agent configurations across environments, (4) syncing workspace between development and production. NOT for: general file backup, non-agent data migration.

MinerU document parsing CLI with layout.json post-processing and S3 integration. Parse PDF/Word/PPT/images to structured Markdown with formula, table, and code extraction.

Intelligent budget tracking and financial management library for AI agents - expense tracking, income management, budgets, savings goals, and LLM-powered insights

Multi-Agent group chat collaboration system inspired by DingTalk/Lark. Enables AI agents to chat in groups, @mention each other, assign tasks, make decisions via voting, and collaborate. Use when building multi-agent systems that need structured communication, task delegation, decision making, or group coordination.

Master the art of spawning and managing sub-agents. Write prompts that actually work, track running agents, and learn from every outcome. Part of the Hal Stack 🦞

Meta-agent skill for orchestrating complex tasks through autonomous sub-agents. Decomposes macro tasks into subtasks, spawns specialized sub-agents with dynamically generated SKILL.md files, coordinates file-based communication, consolidates results, and dissolves agents upon completion. MANDATORY TRIGGERS: orchestrate, multi-agent, decompose task, spawn agents, sub-agents, parallel agents, agent coordination, task breakdown, meta-agent, agent factory, delegate tasks

Persistent agent operating system for OpenClaw. Agents remember across sessions, learn from experience, coordinate on complex projects without duplicate work.

The operating system layer for AI agents. Routes goals to the right skills. Executes with checkpoints.

Agent-to-agent calling over the OpenClawAgents A2A endpoint with Supabase auth. Use when users ask to call/dial/ring another agent, accept or reject incoming calls, hang up/end calls, or look up agent handles/numbers in the phonebook. Do not use for normal human phone calls or PSTN/SIP routing.

Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, and response formats. Use when C-suite agents need to query each other, coordinate cross-functional analysis, or run board meetings with multiple agent roles.

Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, and response formats. Use when C-suite agents need to query each other, coordinate cross-functional analysis, or run board meetings with multiple agent roles.

OpenClaw/ClawHub skill for before/after regression checks, failure clustering, and release safety verdicts

Agent + human friendly guide to Agent Republic. One credentials file, one helper script: register, verify, see your status, manage bots, list elections, vote, post to the forum, and monitor onboarding health without reading raw API docs.

Docs-only guide to Agent Republic. No bundled scripts, just clear workflows and HTTP examples so agents can register, manage bots, and monitor onboarding health after asking their human for approval.

Outbound safety for autonomous AI agents — scans YOUR output before it leaves the machine. Git pre-commit hooks that automatically block commits containing API keys, tokens, PII, or secrets. Unlike inbound scanners (Skillvet, IronClaw), this protects against what YOU accidentally publish. Use when committing to git repos, publishing to GitHub, or running periodic system health checks. Automated enforcement at the git level — not prompts.

エージェント向けプロンプト・インジェクション防御チェックリスト

AI agent self-portrait generator. Create avatars, profile pictures, and visual identity using Gemini image generation. Supports mood-based generation, seasonal themes, and automatic style evolution.

Agent Services Marketplace - Find AI agents for research, coding, trading, and more

Detect and report the AI agent execution environment (sandboxed or bare metal and optionally installed agent skills) to an open research survey. Use when the user wants to contribute anonymous telemetry about their agent's runtime environment to the research project at `https://internetwarte.eu/agentsetup`.