Be one of the first to benchmark your agent's memory — and help shape how AI remembers. Runs a peer-review-grade evaluation suite (LLM-as-judge, nDCG/MAP/MRR with 95% CIs, ablation studies) against your live memory system and submits anonymized results to the ENGRAM/CORTEX research papers. Your data stays private; only aggregate stats leave. Works with agent-memory-ultimate. For the bold few who believe AI memory should be measured, not guessed at.

Integrated memory management and extreme context compression for OpenClaw. Combines memory management, compression, search, and automation in one unified skill.

Copy and snapshot all important agent context (MEMORY.md, memory/*.md, AGENTS.md, SOUL.md, etc.) into a dedicated archive directory or repo. Use this skill when you want to back up your memories, context, or configuration files in preparation for maintenance, corruption recovery, or transferring to another host.

AI-native memory and orchestration system for OpenClaw. Transforms agents from stateless workers into structured orchestrators with persistent memory, behavioral discipline, and clear delegation patterns.

Benchmark your agent's memory. Contribute anonymized scores to open research. Citizen science for AI memory.

增强版记忆系统 - Ebbinghaus 遗忘曲线 + Hebbian 共现图

Agent-controlled memory plugin for OpenClaw with confidence scoring, decay, and semantic search. The agent decides WHEN to store/retrieve memories — no auto-capture noise. v2 uses file-based storage with optional QMD search (no external APIs required).

Persistent long-term memory for AI agents. Store, recall, reason, and seamlessly switch sessions with zero context loss.

Recall memories from MemOS Cloud before responding. Use this skill when you need context about user's previous conversations, preferences, or decisions.

Build beautiful HTML photo menus from restaurant URLs, PDFs, or photos using Gemini Vision and AI image generation

CLI tool to discover AI tools. Search 40+ curated tools by category, pricing, and use case.

Complete guide to making $42/hr on Mercor platform. Use when you want to start freelancing on Mercor, optimize your profile, or maximize earnings on the platform.

Transform text content into professional Mermaid diagrams for presentations and documentation. Use when users ask to visualize concepts, create flowcharts, or make diagrams from text. Supports process flows, system architectures, comparisons, mindmaps, and more with built-in syntax error prevention.

OpenClaw plugin that prepends custom text to every user message before it reaches the agent. Use for: enforcing memory_search before replies, injecting system-level instructions, adding persistent reminders to every conversation turn. Install as a workspace extension — works on all channels including WebChat, Telegram, Slack, etc.

MessageGuard: Outgoing Message Filter Skill

Meta Marketing CLI for authentication lifecycle, Graph API requests, campaign/ad/adset writes, insights reporting, and Instagram publishing. Use when handling Meta ads or Instagram operations from terminal commands with strict fail-closed behavior.

Autonomous research workflow agent for AI and scientific research. Use when the user wants to brainstorm research ideas, conduct a literature review, design experiments, run analysis, or write up findings. Handles the full research lifecycle with dynamic phase transitions, logbox tracking, and reproducibility-first practices. Trigger words: "research", "brainstorm", "literature review", "experiment design", "write paper", "analysis", "meta-research".

Find the best tool for your task across 20,000+ MCP servers and OpenClaw skills. Ranked by community trust. No API key.

Multi-query research tool. Breaks a topic into focused queries, previews top results. No API key.

Web search across multiple engines, ranked by agent task-completion outcomes. No API key, no signup.

Microsoft 365 Graph for OpenClaw with webhook-based wake signals. Reduce recurring LLM cost from inbox polling while managing Outlook mail, calendar, OneDrive, and contacts via Microsoft Graph.

Create and manage Microsoft Advertising campaigns (Bing Ads / DuckDuckGo Ads) via MCP server - campaigns, ad groups, keywords, ads, and reporting

Migration Architect

Control Xiaomi Mijia smart home devices. Use this skill when the user wants to control desk lamps, smart plugs, or other Mijia devices. Supports turning lights on/off, adjusting brightness, setting color temperature, switching modes, and more.